warning: commands will be executed using /bin/sh
job 5709 at Wed Oct  1 18:36:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse23-140729/YutaMouse23-140729/YutaMouse23-140729
ElecNo	3
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2403002 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 801000 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 42169 members 
Mstep: Class 3 contains 42130 members 
Mstep: Class 4 contains 41960 members 
Mstep: Class 5 contains 41959 members 
Mstep: Class 6 contains 42089 members 
Mstep: Class 7 contains 42098 members 
Mstep: Class 8 contains 42228 members 
Mstep: Class 9 contains 41875 members 
Mstep: Class 10 contains 42134 members 
Mstep: Class 11 contains 42440 members 
Mstep: Class 12 contains 41901 members 
Mstep: Class 13 contains 42071 members 
Mstep: Class 14 contains 42420 members 
Mstep: Class 15 contains 42151 members 
Mstep: Class 16 contains 42341 members 
Mstep: Class 17 contains 42201 members 
Mstep: Class 18 contains 42043 members 
Mstep: Class 19 contains 42135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 295.808228 but Gain 3371.218750
Score: -116259056.000000 Penalty: 60681.902344
Iteration 0F: 19 clusters Score -1.162591e+08 nChanged 756586
Entering Unmasked Mstep 
Mstep: Class 0 contains 2392 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 13145 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 7789 members 
Mstep: Class 5 contains 33645 members 
Mstep: Class 6 contains 16478 members 
Mstep: Class 7 contains 8327 members 
Mstep: Class 8 contains 27094 members 
Mstep: Class 9 contains 160734 members 
Mstep: Class 10 contains 9243 members 
Mstep: Class 11 contains 8492 members 
Mstep: Class 12 contains 21544 members 
Mstep: Class 13 contains 5698 members 
Mstep: Class 14 contains 111680 members 
Mstep: Class 15 contains 254314 members 
Mstep: Class 16 contains 60297 members 
Mstep: Class 17 contains 18241 members 
Mstep: Class 18 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119690152.000000 Penalty: 60681.902344
Iteration 1F: 19 clusters Score -1.196902e+08 nChanged 329616
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 14597 members 
Mstep: Class 3 contains 9955 members 
Mstep: Class 4 contains 6810 members 
Mstep: Class 5 contains 31924 members 
Mstep: Class 6 contains 8885 members 
Mstep: Class 7 contains 4432 members 
Mstep: Class 8 contains 32607 members 
Mstep: Class 9 contains 141095 members 
Mstep: Class 10 contains 7008 members 
Mstep: Class 11 contains 8683 members 
Mstep: Class 12 contains 10210 members 
Mstep: Class 13 contains 12251 members 
Mstep: Class 14 contains 170352 members 
Mstep: Class 15 contains 233586 members 
Mstep: Class 16 contains 60317 members 
Mstep: Class 17 contains 13772 members 
Mstep: Class 18 contains 4415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120775232.000000 Penalty: 60681.902344
Iteration 2F: 19 clusters Score -1.207752e+08 nChanged 231267
Entering Unmasked Mstep 
Mstep: Class 0 contains 645 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 15661 members 
Mstep: Class 3 contains 14447 members 
Mstep: Class 4 contains 6292 members 
Mstep: Class 5 contains 33723 members 
Mstep: Class 6 contains 7002 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 38872 members 
Mstep: Class 9 contains 118684 members 
Mstep: Class 10 contains 6445 members 
Mstep: Class 11 contains 10167 members 
Mstep: Class 12 contains 7172 members 
Mstep: Class 13 contains 26949 members 
Mstep: Class 14 contains 207260 members 
Mstep: Class 15 contains 186237 members 
Mstep: Class 16 contains 71207 members 
Mstep: Class 17 contains 17188 members 
Mstep: Class 18 contains 4894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121347976.000000 Penalty: 60681.902344
Iteration 3F: 19 clusters Score -1.21348e+08 nChanged 166007
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 14659 members 
Mstep: Class 3 contains 17542 members 
Mstep: Class 4 contains 5333 members 
Mstep: Class 5 contains 31905 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 2561 members 
Mstep: Class 8 contains 48866 members 
Mstep: Class 9 contains 111271 members 
Mstep: Class 10 contains 4334 members 
Mstep: Class 11 contains 11976 members 
Mstep: Class 12 contains 8145 members 
Mstep: Class 13 contains 34432 members 
Mstep: Class 14 contains 206776 members 
Mstep: Class 15 contains 154886 members 
Mstep: Class 16 contains 93860 members 
Mstep: Class 17 contains 22535 members 
Mstep: Class 18 contains 4923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121665808.000000 Penalty: 60681.902344
Iteration 4F: 19 clusters Score -1.216658e+08 nChanged 108528
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 12115 members 
Mstep: Class 3 contains 20194 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 28058 members 
Mstep: Class 6 contains 4756 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 56599 members 
Mstep: Class 9 contains 105139 members 
Mstep: Class 10 contains 2676 members 
Mstep: Class 11 contains 15231 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 37872 members 
Mstep: Class 14 contains 190740 members 
Mstep: Class 15 contains 139277 members 
Mstep: Class 16 contains 122405 members 
Mstep: Class 17 contains 24284 members 
Mstep: Class 18 contains 4671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121841776.000000 Penalty: 60681.902344
Iteration 5F: 19 clusters Score -1.218418e+08 nChanged 81832
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 9330 members 
Mstep: Class 3 contains 22779 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 24589 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 62977 members 
Mstep: Class 9 contains 99724 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 19130 members 
Mstep: Class 12 contains 14267 members 
Mstep: Class 13 contains 39861 members 
Mstep: Class 14 contains 173668 members 
Mstep: Class 15 contains 128751 members 
Mstep: Class 16 contains 148522 members 
Mstep: Class 17 contains 23833 members 
Mstep: Class 18 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121955424.000000 Penalty: 60681.902344
Iteration 6F: 19 clusters Score -1.219554e+08 nChanged 61139
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 25683 members 
Mstep: Class 4 contains 3115 members 
Mstep: Class 5 contains 22905 members 
Mstep: Class 6 contains 3794 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 68517 members 
Mstep: Class 9 contains 96032 members 
Mstep: Class 10 contains 1986 members 
Mstep: Class 11 contains 22087 members 
Mstep: Class 12 contains 15986 members 
Mstep: Class 13 contains 40907 members 
Mstep: Class 14 contains 162767 members 
Mstep: Class 15 contains 120917 members 
Mstep: Class 16 contains 162971 members 
Mstep: Class 17 contains 22490 members 
Mstep: Class 18 contains 4228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122016512.000000 Penalty: 60681.902344
Iteration 7F: 19 clusters Score -1.220165e+08 nChanged 43398
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 6105 members 
Mstep: Class 3 contains 28845 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 22423 members 
Mstep: Class 6 contains 4629 members 
Mstep: Class 7 contains 2258 members 
Mstep: Class 8 contains 74320 members 
Mstep: Class 9 contains 93200 members 
Mstep: Class 10 contains 1958 members 
Mstep: Class 11 contains 23687 members 
Mstep: Class 12 contains 17206 members 
Mstep: Class 13 contains 41394 members 
Mstep: Class 14 contains 157856 members 
Mstep: Class 15 contains 115251 members 
Mstep: Class 16 contains 166482 members 
Mstep: Class 17 contains 21311 members 
Mstep: Class 18 contains 4140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122054392.000000 Penalty: 60681.902344
Iteration 8F: 19 clusters Score -1.220544e+08 nChanged 30926
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 31906 members 
Mstep: Class 4 contains 2826 members 
Mstep: Class 5 contains 22765 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 7 contains 2236 members 
Mstep: Class 8 contains 80302 members 
Mstep: Class 9 contains 90572 members 
Mstep: Class 10 contains 1970 members 
Mstep: Class 11 contains 24401 members 
Mstep: Class 12 contains 18079 members 
Mstep: Class 13 contains 41467 members 
Mstep: Class 14 contains 155642 members 
Mstep: Class 15 contains 110786 members 
Mstep: Class 16 contains 165299 members 
Mstep: Class 17 contains 20388 members 
Mstep: Class 18 contains 4159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122083376.000000 Penalty: 60681.902344
Iteration 9Q: 19 clusters Score -1.220834e+08 nChanged 23873
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 5301 members 
Mstep: Class 3 contains 34679 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 23442 members 
Mstep: Class 6 contains 6320 members 
Mstep: Class 7 contains 2186 members 
Mstep: Class 8 contains 86116 members 
Mstep: Class 9 contains 88494 members 
Mstep: Class 10 contains 1996 members 
Mstep: Class 11 contains 24649 members 
Mstep: Class 12 contains 18729 members 
Mstep: Class 13 contains 41335 members 
Mstep: Class 14 contains 154386 members 
Mstep: Class 15 contains 107100 members 
Mstep: Class 16 contains 162445 members 
Mstep: Class 17 contains 19738 members 
Mstep: Class 18 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122104304.000000 Penalty: 60681.902344
Iteration 10Q: 19 clusters Score -1.221043e+08 nChanged 19670
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 5191 members 
Mstep: Class 3 contains 36973 members 
Mstep: Class 4 contains 2830 members 
Mstep: Class 5 contains 24377 members 
Mstep: Class 6 contains 6534 members 
Mstep: Class 7 contains 2120 members 
Mstep: Class 8 contains 91639 members 
Mstep: Class 9 contains 86746 members 
Mstep: Class 10 contains 2039 members 
Mstep: Class 11 contains 24676 members 
Mstep: Class 12 contains 19190 members 
Mstep: Class 13 contains 41076 members 
Mstep: Class 14 contains 153527 members 
Mstep: Class 15 contains 104061 members 
Mstep: Class 16 contains 159299 members 
Mstep: Class 17 contains 19448 members 
Mstep: Class 18 contains 4235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122125200.000000 Penalty: 60681.902344
Iteration 11Q: 19 clusters Score -1.221252e+08 nChanged 16968
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 5163 members 
Mstep: Class 3 contains 38686 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 25389 members 
Mstep: Class 6 contains 6492 members 
Mstep: Class 7 contains 2030 members 
Mstep: Class 8 contains 96846 members 
Mstep: Class 9 contains 85394 members 
Mstep: Class 10 contains 2093 members 
Mstep: Class 11 contains 24674 members 
Mstep: Class 12 contains 19557 members 
Mstep: Class 13 contains 40722 members 
Mstep: Class 14 contains 152815 members 
Mstep: Class 15 contains 101455 members 
Mstep: Class 16 contains 156188 members 
Mstep: Class 17 contains 19298 members 
Mstep: Class 18 contains 4386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122141712.000000 Penalty: 60681.902344
Iteration 12Q: 19 clusters Score -1.221417e+08 nChanged 14735
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 5172 members 
Mstep: Class 3 contains 39812 members 
Mstep: Class 4 contains 2718 members 
Mstep: Class 5 contains 26422 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 1964 members 
Mstep: Class 8 contains 101648 members 
Mstep: Class 9 contains 84491 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 24639 members 
Mstep: Class 12 contains 19806 members 
Mstep: Class 13 contains 40343 members 
Mstep: Class 14 contains 152109 members 
Mstep: Class 15 contains 99445 members 
Mstep: Class 16 contains 153185 members 
Mstep: Class 17 contains 19252 members 
Mstep: Class 18 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122153472.000000 Penalty: 60681.902344
Iteration 13Q: 19 clusters Score -1.221535e+08 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 5215 members 
Mstep: Class 3 contains 40458 members 
Mstep: Class 4 contains 2682 members 
Mstep: Class 5 contains 27555 members 
Mstep: Class 6 contains 6319 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 106106 members 
Mstep: Class 9 contains 83866 members 
Mstep: Class 10 contains 2096 members 
Mstep: Class 11 contains 24606 members 
Mstep: Class 12 contains 20028 members 
Mstep: Class 13 contains 39961 members 
Mstep: Class 14 contains 151312 members 
Mstep: Class 15 contains 97744 members 
Mstep: Class 16 contains 150385 members 
Mstep: Class 17 contains 19251 members 
Mstep: Class 18 contains 4456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122160768.000000 Penalty: 60681.902344
Iteration 14Q: 19 clusters Score -1.221608e+08 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 5362 members 
Mstep: Class 3 contains 40775 members 
Mstep: Class 4 contains 2662 members 
Mstep: Class 5 contains 28696 members 
Mstep: Class 6 contains 6249 members 
Mstep: Class 7 contains 1860 members 
Mstep: Class 8 contains 110225 members 
Mstep: Class 9 contains 83392 members 
Mstep: Class 10 contains 2090 members 
Mstep: Class 11 contains 24540 members 
Mstep: Class 12 contains 20164 members 
Mstep: Class 13 contains 39627 members 
Mstep: Class 14 contains 150498 members 
Mstep: Class 15 contains 96319 members 
Mstep: Class 16 contains 147772 members 
Mstep: Class 17 contains 19263 members 
Mstep: Class 18 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122167080.000000 Penalty: 60681.902344
Iteration 15Q: 19 clusters Score -1.221671e+08 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 5599 members 
Mstep: Class 3 contains 40910 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 29757 members 
Mstep: Class 6 contains 6193 members 
Mstep: Class 7 contains 1816 members 
Mstep: Class 8 contains 114022 members 
Mstep: Class 9 contains 83006 members 
Mstep: Class 10 contains 2088 members 
Mstep: Class 11 contains 24438 members 
Mstep: Class 12 contains 20344 members 
Mstep: Class 13 contains 39323 members 
Mstep: Class 14 contains 149641 members 
Mstep: Class 15 contains 95123 members 
Mstep: Class 16 contains 145352 members 
Mstep: Class 17 contains 19270 members 
Mstep: Class 18 contains 4442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122172672.000000 Penalty: 60681.902344
Iteration 16Q: 19 clusters Score -1.221727e+08 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 5916 members 
Mstep: Class 3 contains 40899 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 30762 members 
Mstep: Class 6 contains 6145 members 
Mstep: Class 7 contains 1787 members 
Mstep: Class 8 contains 117530 members 
Mstep: Class 9 contains 82657 members 
Mstep: Class 10 contains 2083 members 
Mstep: Class 11 contains 24312 members 
Mstep: Class 12 contains 20526 members 
Mstep: Class 13 contains 39044 members 
Mstep: Class 14 contains 148785 members 
Mstep: Class 15 contains 93994 members 
Mstep: Class 16 contains 143186 members 
Mstep: Class 17 contains 19275 members 
Mstep: Class 18 contains 4441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122178848.000000 Penalty: 60681.902344
Iteration 17Q: 19 clusters Score -1.221788e+08 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 6373 members 
Mstep: Class 3 contains 40824 members 
Mstep: Class 4 contains 2581 members 
Mstep: Class 5 contains 31740 members 
Mstep: Class 6 contains 6120 members 
Mstep: Class 7 contains 1777 members 
Mstep: Class 8 contains 120817 members 
Mstep: Class 9 contains 82358 members 
Mstep: Class 10 contains 2071 members 
Mstep: Class 11 contains 24189 members 
Mstep: Class 12 contains 20623 members 
Mstep: Class 13 contains 38799 members 
Mstep: Class 14 contains 148002 members 
Mstep: Class 15 contains 92839 members 
Mstep: Class 16 contains 141078 members 
Mstep: Class 17 contains 19291 members 
Mstep: Class 18 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122183232.000000 Penalty: 60681.902344
Iteration 18Q: 19 clusters Score -1.221832e+08 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 6894 members 
Mstep: Class 3 contains 40770 members 
Mstep: Class 4 contains 2624 members 
Mstep: Class 5 contains 32612 members 
Mstep: Class 6 contains 6115 members 
Mstep: Class 7 contains 1772 members 
Mstep: Class 8 contains 123916 members 
Mstep: Class 9 contains 82117 members 
Mstep: Class 10 contains 2060 members 
Mstep: Class 11 contains 24051 members 
Mstep: Class 12 contains 20685 members 
Mstep: Class 13 contains 38591 members 
Mstep: Class 14 contains 147269 members 
Mstep: Class 15 contains 91675 members 
Mstep: Class 16 contains 139006 members 
Mstep: Class 17 contains 19323 members 
Mstep: Class 18 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122187232.000000 Penalty: 60681.902344
Iteration 19Q: 19 clusters Score -1.221872e+08 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 7377 members 
Mstep: Class 3 contains 40731 members 
Mstep: Class 4 contains 2697 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 6116 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 126769 members 
Mstep: Class 9 contains 81962 members 
Mstep: Class 10 contains 2052 members 
Mstep: Class 11 contains 23949 members 
Mstep: Class 12 contains 20764 members 
Mstep: Class 13 contains 38405 members 
Mstep: Class 14 contains 146583 members 
Mstep: Class 15 contains 90505 members 
Mstep: Class 16 contains 137004 members 
Mstep: Class 17 contains 19332 members 
Mstep: Class 18 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122192888.000000 Penalty: 60681.902344
Iteration 20F: 19 clusters Score -1.221929e+08 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 8112 members 
Mstep: Class 3 contains 40633 members 
Mstep: Class 4 contains 2933 members 
Mstep: Class 5 contains 34343 members 
Mstep: Class 6 contains 6421 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 129491 members 
Mstep: Class 9 contains 81733 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 23747 members 
Mstep: Class 12 contains 20954 members 
Mstep: Class 13 contains 38239 members 
Mstep: Class 14 contains 145922 members 
Mstep: Class 15 contains 88978 members 
Mstep: Class 16 contains 135028 members 
Mstep: Class 17 contains 18868 members 
Mstep: Class 18 contains 4704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122198744.000000 Penalty: 60681.902344
Iteration 21Q: 19 clusters Score -1.221987e+08 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 8975 members 
Mstep: Class 3 contains 40548 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 35140 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 8 contains 132192 members 
Mstep: Class 9 contains 81402 members 
Mstep: Class 10 contains 2024 members 
Mstep: Class 11 contains 23519 members 
Mstep: Class 12 contains 20973 members 
Mstep: Class 13 contains 38160 members 
Mstep: Class 14 contains 145322 members 
Mstep: Class 15 contains 87592 members 
Mstep: Class 16 contains 132976 members 
Mstep: Class 17 contains 18628 members 
Mstep: Class 18 contains 4811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122203904.000000 Penalty: 60681.902344
Iteration 22Q: 19 clusters Score -1.222039e+08 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 9930 members 
Mstep: Class 3 contains 40431 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 5 contains 35869 members 
Mstep: Class 6 contains 6677 members 
Mstep: Class 7 contains 1797 members 
Mstep: Class 8 contains 134696 members 
Mstep: Class 9 contains 80976 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 23344 members 
Mstep: Class 12 contains 20964 members 
Mstep: Class 13 contains 38079 members 
Mstep: Class 14 contains 144773 members 
Mstep: Class 15 contains 86296 members 
Mstep: Class 16 contains 131070 members 
Mstep: Class 17 contains 18465 members 
Mstep: Class 18 contains 4867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122208064.000000 Penalty: 60681.902344
Iteration 23Q: 19 clusters Score -1.222081e+08 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 10871 members 
Mstep: Class 3 contains 40277 members 
Mstep: Class 4 contains 4221 members 
Mstep: Class 5 contains 36498 members 
Mstep: Class 6 contains 6716 members 
Mstep: Class 7 contains 1806 members 
Mstep: Class 8 contains 136880 members 
Mstep: Class 9 contains 80559 members 
Mstep: Class 10 contains 1995 members 
Mstep: Class 11 contains 23219 members 
Mstep: Class 12 contains 20957 members 
Mstep: Class 13 contains 38015 members 
Mstep: Class 14 contains 144238 members 
Mstep: Class 15 contains 85042 members 
Mstep: Class 16 contains 129349 members 
Mstep: Class 17 contains 18380 members 
Mstep: Class 18 contains 4891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122211776.000000 Penalty: 60681.902344
Iteration 24Q: 19 clusters Score -1.222118e+08 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 11780 members 
Mstep: Class 3 contains 40087 members 
Mstep: Class 4 contains 4801 members 
Mstep: Class 5 contains 37075 members 
Mstep: Class 6 contains 6741 members 
Mstep: Class 7 contains 1812 members 
Mstep: Class 8 contains 138896 members 
Mstep: Class 9 contains 80131 members 
Mstep: Class 10 contains 1979 members 
Mstep: Class 11 contains 23129 members 
Mstep: Class 12 contains 20964 members 
Mstep: Class 13 contains 37973 members 
Mstep: Class 14 contains 143709 members 
Mstep: Class 15 contains 83773 members 
Mstep: Class 16 contains 127819 members 
Mstep: Class 17 contains 18335 members 
Mstep: Class 18 contains 4907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122215768.000000 Penalty: 60681.902344
Iteration 25Q: 19 clusters Score -1.222158e+08 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 12629 members 
Mstep: Class 3 contains 39889 members 
Mstep: Class 4 contains 5373 members 
Mstep: Class 5 contains 37687 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 140678 members 
Mstep: Class 9 contains 79887 members 
Mstep: Class 10 contains 1966 members 
Mstep: Class 11 contains 23075 members 
Mstep: Class 12 contains 21014 members 
Mstep: Class 13 contains 37944 members 
Mstep: Class 14 contains 143153 members 
Mstep: Class 15 contains 82424 members 
Mstep: Class 16 contains 126383 members 
Mstep: Class 17 contains 18314 members 
Mstep: Class 18 contains 4915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219288.000000 Penalty: 60681.902344
Iteration 26Q: 19 clusters Score -1.222193e+08 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 13456 members 
Mstep: Class 3 contains 39686 members 
Mstep: Class 4 contains 5863 members 
Mstep: Class 5 contains 38246 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 142158 members 
Mstep: Class 9 contains 79991 members 
Mstep: Class 10 contains 1953 members 
Mstep: Class 11 contains 23024 members 
Mstep: Class 12 contains 21092 members 
Mstep: Class 13 contains 37967 members 
Mstep: Class 14 contains 142605 members 
Mstep: Class 15 contains 80927 members 
Mstep: Class 16 contains 125122 members 
Mstep: Class 17 contains 18305 members 
Mstep: Class 18 contains 4917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225544.000000 Penalty: 60681.902344
Iteration 27Q: 19 clusters Score -1.222255e+08 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 14255 members 
Mstep: Class 3 contains 39477 members 
Mstep: Class 4 contains 6308 members 
Mstep: Class 5 contains 38813 members 
Mstep: Class 6 contains 6770 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 143200 members 
Mstep: Class 9 contains 79941 members 
Mstep: Class 10 contains 1943 members 
Mstep: Class 11 contains 22964 members 
Mstep: Class 12 contains 21359 members 
Mstep: Class 13 contains 38012 members 
Mstep: Class 14 contains 142078 members 
Mstep: Class 15 contains 79643 members 
Mstep: Class 16 contains 124072 members 
Mstep: Class 17 contains 18321 members 
Mstep: Class 18 contains 4916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122235152.000000 Penalty: 60681.902344
Iteration 28Q: 19 clusters Score -1.222352e+08 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 39307 members 
Mstep: Class 4 contains 6641 members 
Mstep: Class 5 contains 39393 members 
Mstep: Class 6 contains 6776 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 143951 members 
Mstep: Class 9 contains 79837 members 
Mstep: Class 10 contains 1934 members 
Mstep: Class 11 contains 22887 members 
Mstep: Class 12 contains 21643 members 
Mstep: Class 13 contains 38039 members 
Mstep: Class 14 contains 141599 members 
Mstep: Class 15 contains 78569 members 
Mstep: Class 16 contains 123194 members 
Mstep: Class 17 contains 18325 members 
Mstep: Class 18 contains 4909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122242408.000000 Penalty: 60681.902344
Iteration 29Q: 19 clusters Score -1.222424e+08 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 15855 members 
Mstep: Class 3 contains 39171 members 
Mstep: Class 4 contains 6971 members 
Mstep: Class 5 contains 39947 members 
Mstep: Class 6 contains 6781 members 
Mstep: Class 7 contains 1824 members 
Mstep: Class 8 contains 144549 members 
Mstep: Class 9 contains 79671 members 
Mstep: Class 10 contains 1924 members 
Mstep: Class 11 contains 22817 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 38070 members 
Mstep: Class 14 contains 141148 members 
Mstep: Class 15 contains 77781 members 
Mstep: Class 16 contains 122354 members 
Mstep: Class 17 contains 18349 members 
Mstep: Class 18 contains 4891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245944.000000 Penalty: 60681.902344
Iteration 30Q: 19 clusters Score -1.222459e+08 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 16604 members 
Mstep: Class 3 contains 39042 members 
Mstep: Class 4 contains 7227 members 
Mstep: Class 5 contains 40432 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 1826 members 
Mstep: Class 8 contains 145196 members 
Mstep: Class 9 contains 79313 members 
Mstep: Class 10 contains 1917 members 
Mstep: Class 11 contains 22750 members 
Mstep: Class 12 contains 22014 members 
Mstep: Class 13 contains 38089 members 
Mstep: Class 14 contains 140739 members 
Mstep: Class 15 contains 77099 members 
Mstep: Class 16 contains 121590 members 
Mstep: Class 17 contains 18379 members 
Mstep: Class 18 contains 4880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247928.000000 Penalty: 60681.902344
Iteration 31Q: 19 clusters Score -1.222479e+08 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 17360 members 
Mstep: Class 3 contains 38952 members 
Mstep: Class 4 contains 7477 members 
Mstep: Class 5 contains 40805 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1827 members 
Mstep: Class 8 contains 145810 members 
Mstep: Class 9 contains 78740 members 
Mstep: Class 10 contains 1912 members 
Mstep: Class 11 contains 22707 members 
Mstep: Class 12 contains 22277 members 
Mstep: Class 13 contains 38104 members 
Mstep: Class 14 contains 140395 members 
Mstep: Class 15 contains 76605 members 
Mstep: Class 16 contains 120851 members 
Mstep: Class 17 contains 18399 members 
Mstep: Class 18 contains 4877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249808.000000 Penalty: 60681.902344
Iteration 32Q: 19 clusters Score -1.222498e+08 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 18210 members 
Mstep: Class 3 contains 38886 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 41209 members 
Mstep: Class 6 contains 6781 members 
Mstep: Class 7 contains 1827 members 
Mstep: Class 8 contains 146324 members 
Mstep: Class 9 contains 77857 members 
Mstep: Class 10 contains 1909 members 
Mstep: Class 11 contains 22671 members 
Mstep: Class 12 contains 22590 members 
Mstep: Class 13 contains 38113 members 
Mstep: Class 14 contains 140060 members 
Mstep: Class 15 contains 76245 members 
Mstep: Class 16 contains 120191 members 
Mstep: Class 17 contains 18407 members 
Mstep: Class 18 contains 4877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250960.000000 Penalty: 60681.902344
Iteration 33Q: 19 clusters Score -1.22251e+08 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 19198 members 
Mstep: Class 3 contains 38844 members 
Mstep: Class 4 contains 7942 members 
Mstep: Class 5 contains 41547 members 
Mstep: Class 6 contains 6780 members 
Mstep: Class 7 contains 1827 members 
Mstep: Class 8 contains 146701 members 
Mstep: Class 9 contains 76802 members 
Mstep: Class 10 contains 1906 members 
Mstep: Class 11 contains 22648 members 
Mstep: Class 12 contains 22916 members 
Mstep: Class 13 contains 38140 members 
Mstep: Class 14 contains 139757 members 
Mstep: Class 15 contains 75996 members 
Mstep: Class 16 contains 119583 members 
Mstep: Class 17 contains 18406 members 
Mstep: Class 18 contains 4879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252832.000000 Penalty: 60681.902344
Iteration 34Q: 19 clusters Score -1.222528e+08 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 20151 members 
Mstep: Class 3 contains 38824 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 41862 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 1827 members 
Mstep: Class 8 contains 146937 members 
Mstep: Class 9 contains 75752 members 
Mstep: Class 10 contains 1906 members 
Mstep: Class 11 contains 22631 members 
Mstep: Class 12 contains 23258 members 
Mstep: Class 13 contains 38169 members 
Mstep: Class 14 contains 139459 members 
Mstep: Class 15 contains 75861 members 
Mstep: Class 16 contains 119068 members 
Mstep: Class 17 contains 18375 members 
Mstep: Class 18 contains 4879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122254336.000000 Penalty: 60681.902344
Iteration 35Q: 19 clusters Score -1.222543e+08 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 20874 members 
Mstep: Class 3 contains 38787 members 
Mstep: Class 4 contains 8300 members 
Mstep: Class 5 contains 42198 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1827 members 
Mstep: Class 8 contains 147071 members 
Mstep: Class 9 contains 74830 members 
Mstep: Class 10 contains 1906 members 
Mstep: Class 11 contains 22611 members 
Mstep: Class 12 contains 23643 members 
Mstep: Class 13 contains 38195 members 
Mstep: Class 14 contains 139180 members 
Mstep: Class 15 contains 75805 members 
Mstep: Class 16 contains 118628 members 
Mstep: Class 17 contains 18361 members 
Mstep: Class 18 contains 4879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122256336.000000 Penalty: 60681.902344
Iteration 36Q: 19 clusters Score -1.222563e+08 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 21259 members 
Mstep: Class 3 contains 38740 members 
Mstep: Class 4 contains 8472 members 
Mstep: Class 5 contains 42537 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1829 members 
Mstep: Class 8 contains 147188 members 
Mstep: Class 9 contains 74181 members 
Mstep: Class 10 contains 1906 members 
Mstep: Class 11 contains 22605 members 
Mstep: Class 12 contains 24039 members 
Mstep: Class 13 contains 38222 members 
Mstep: Class 14 contains 138907 members 
Mstep: Class 15 contains 75773 members 
Mstep: Class 16 contains 118218 members 
Mstep: Class 17 contains 18341 members 
Mstep: Class 18 contains 4878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122257144.000000 Penalty: 60681.902344
Iteration 37Q: 19 clusters Score -1.222571e+08 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 21480 members 
Mstep: Class 3 contains 38705 members 
Mstep: Class 4 contains 8632 members 
Mstep: Class 5 contains 42882 members 
Mstep: Class 6 contains 6776 members 
Mstep: Class 7 contains 1832 members 
Mstep: Class 8 contains 147383 members 
Mstep: Class 9 contains 73621 members 
Mstep: Class 10 contains 1905 members 
Mstep: Class 11 contains 22604 members 
Mstep: Class 12 contains 24375 members 
Mstep: Class 13 contains 38236 members 
Mstep: Class 14 contains 138678 members 
Mstep: Class 15 contains 75750 members 
Mstep: Class 16 contains 117814 members 
Mstep: Class 17 contains 18324 members 
Mstep: Class 18 contains 4876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122257608.000000 Penalty: 60681.902344
Iteration 38Q: 19 clusters Score -1.222576e+08 nChanged 2942
Entering ConstructFrom: 
Score: -122257608.000000 Penalty: 60681.902344
Entering ConstructFrom: 
Trying to split cluster 1 (17044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Entering Unmasked Estep 
Score: -2685034.000000 Penalty: 2416.401123
	Iteration 0F: 2 clusters Score -2685034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2673061.000000 Penalty: 4832.802246
	Iteration 0F: 3 clusters Score -2673061 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2677633.750000 Penalty: 4832.802246
	Iteration 1F: 3 clusters Score -2677634 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2679047.750000 Penalty: 4832.802246
	Iteration 2F: 3 clusters Score -2679048 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2682185.500000 Penalty: 4832.802246
	Iteration 3F: 3 clusters Score -2682186 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2687483.000000 Penalty: 4832.802246
	Iteration 4F: 3 clusters Score -2687483 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2691233.750000 Penalty: 4832.802246
	Iteration 5F: 3 clusters Score -2691234 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2692698.750000 Penalty: 4832.802246
	Iteration 6F: 3 clusters Score -2692699 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2693110.750000 Penalty: 4832.802246
	Iteration 7Q: 3 clusters Score -2693111 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2693234.250000 Penalty: 4832.802246
	Iteration 8Q: 3 clusters Score -2693234 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2693282.500000 Penalty: 4832.802246
	Iteration 9Q: 3 clusters Score -2693282 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2693304.250000 Penalty: 4832.802246
	Iteration 10Q: 3 clusters Score -2693304 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2693318.000000 Penalty: 4832.802246
	Iteration 11Q: 3 clusters Score -2693318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2693316.750000 Penalty: 4832.802246
	Iteration 12Q: 3 clusters Score -2693317 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2693326.500000 Penalty: 4832.802246
	Iteration 13Q: 3 clusters Score -2693326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2693327.750000 Penalty: 4832.802246
	Iteration 14Q: 3 clusters Score -2693328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2693335.000000 Penalty: 4832.802246
	Iteration 15Q: 3 clusters Score -2693335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2693337.250000 Penalty: 4832.802246
	Iteration 16Q: 3 clusters Score -2693337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2693336.000000 Penalty: 4832.802246
	Iteration 17Q: 3 clusters Score -2693336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2693334.500000 Penalty: 4832.802246
	Iteration 18Q: 3 clusters Score -2693334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2693334.500000 Penalty: 4832.802246
	Iteration 19Q: 3 clusters Score -2693334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2693336.500000 Penalty: 4832.802246
	Iteration 20F: 3 clusters Score -2693336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2693337.250000 Penalty: 4832.802246
	Iteration 21Q: 3 clusters Score -2693337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2693342.750000 Penalty: 4832.802246
	Iteration 22Q: 3 clusters Score -2693343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2693341.250000 Penalty: 4832.802246
	Iteration 23Q: 3 clusters Score -2693341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2693341.250000 Penalty: 4832.802246
	Iteration 24F: 3 clusters Score -2693341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 21569 members 
Mstep: Class 3 contains 38672 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 147584 members 
Mstep: Class 9 contains 73135 members 
Mstep: Class 10 contains 1904 members 
Mstep: Class 11 contains 22606 members 
Mstep: Class 12 contains 24667 members 
Mstep: Class 13 contains 38259 members 
Mstep: Class 14 contains 138515 members 
Mstep: Class 15 contains 75747 members 
Mstep: Class 16 contains 117442 members 
Mstep: Class 17 contains 18295 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 4863 members 
Entering Unmasked Estep 
Score: -122264960.000000 Penalty: 64053.121094
Splitting cluster 1 changes total score from -122257608.000000 to -122264960.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 2 (21569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Entering Unmasked Estep 
Score: -3300729.250000 Penalty: 2474.795166
	Iteration 0F: 2 clusters Score -3300729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -3285718.000000 Penalty: 4949.590332
	Iteration 0F: 3 clusters Score -3285718 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3293730.000000 Penalty: 4949.590332
	Iteration 1F: 3 clusters Score -3293730 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -3298374.500000 Penalty: 4949.590332
	Iteration 2F: 3 clusters Score -3298374 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3305214.500000 Penalty: 4949.590332
	Iteration 3F: 3 clusters Score -3305214 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3309724.500000 Penalty: 4949.590332
	Iteration 4F: 3 clusters Score -3309724 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3310854.500000 Penalty: 4949.590332
	Iteration 5F: 3 clusters Score -3310854 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3311352.250000 Penalty: 4949.590332
	Iteration 6Q: 3 clusters Score -3311352 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -3311534.500000 Penalty: 4949.590332
	Iteration 7Q: 3 clusters Score -3311534 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3311580.250000 Penalty: 4949.590332
	Iteration 8Q: 3 clusters Score -3311580 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3311620.000000 Penalty: 4949.590332
	Iteration 9Q: 3 clusters Score -3311620 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -3311620.500000 Penalty: 4949.590332
	Iteration 10Q: 3 clusters Score -3311620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3311636.000000 Penalty: 4949.590332
	Iteration 11Q: 3 clusters Score -3311636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3311646.000000 Penalty: 4949.590332
	Iteration 12Q: 3 clusters Score -3311646 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -3311653.750000 Penalty: 4949.590332
	Iteration 13Q: 3 clusters Score -3311654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -3311656.500000 Penalty: 4949.590332
	Iteration 14Q: 3 clusters Score -3311656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3311675.250000 Penalty: 4949.590332
	Iteration 15Q: 3 clusters Score -3311675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3311679.500000 Penalty: 4949.590332
	Iteration 16Q: 3 clusters Score -3311680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3311687.000000 Penalty: 4949.590332
	Iteration 17Q: 3 clusters Score -3311687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -3311686.000000 Penalty: 4949.590332
	Iteration 18Q: 3 clusters Score -3311686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3311694.250000 Penalty: 4949.590332
	Iteration 19Q: 3 clusters Score -3311694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3311705.000000 Penalty: 4949.590332
	Iteration 20F: 3 clusters Score -3311705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -3311699.250000 Penalty: 4949.590332
	Iteration 21Q: 3 clusters Score -3311699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3311700.250000 Penalty: 4949.590332
	Iteration 22Q: 3 clusters Score -3311700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -3311691.250000 Penalty: 4949.590332
	Iteration 23Q: 3 clusters Score -3311691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3311698.250000 Penalty: 4949.590332
	Iteration 24Q: 3 clusters Score -3311698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3311706.500000 Penalty: 4949.590332
	Iteration 25Q: 3 clusters Score -3311706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3311713.750000 Penalty: 4949.590332
	Iteration 26Q: 3 clusters Score -3311714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3311722.750000 Penalty: 4949.590332
	Iteration 27Q: 3 clusters Score -3311723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3311734.500000 Penalty: 4949.590332
	Iteration 28Q: 3 clusters Score -3311734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3311746.500000 Penalty: 4949.590332
	Iteration 29Q: 3 clusters Score -3311746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3311759.250000 Penalty: 4949.590332
	Iteration 30Q: 3 clusters Score -3311759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3311760.250000 Penalty: 4949.590332
	Iteration 31Q: 3 clusters Score -3311760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3311771.000000 Penalty: 4949.590332
	Iteration 32Q: 3 clusters Score -3311771 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -3311780.000000 Penalty: 4949.590332
	Iteration 33Q: 3 clusters Score -3311780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -3311791.000000 Penalty: 4949.590332
	Iteration 34Q: 3 clusters Score -3311791 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3311796.750000 Penalty: 4949.590332
	Iteration 35Q: 3 clusters Score -3311797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3311814.500000 Penalty: 4949.590332
	Iteration 36Q: 3 clusters Score -3311814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3311835.750000 Penalty: 4949.590332
	Iteration 37Q: 3 clusters Score -3311836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3311847.500000 Penalty: 4949.590332
	Iteration 38Q: 3 clusters Score -3311848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -3311860.250000 Penalty: 4949.590332
	Iteration 39Q: 3 clusters Score -3311860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -3311894.500000 Penalty: 4949.590332
	Iteration 40F: 3 clusters Score -3311894 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3311928.250000 Penalty: 4949.590332
	Iteration 41Q: 3 clusters Score -3311928 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3311971.500000 Penalty: 4949.590332
	Iteration 42Q: 3 clusters Score -3311972 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3312000.500000 Penalty: 4949.590332
	Iteration 43Q: 3 clusters Score -3312000 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -3312013.250000 Penalty: 4949.590332
	Iteration 44Q: 3 clusters Score -3312013 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3312034.000000 Penalty: 4949.590332
	Iteration 45Q: 3 clusters Score -3312034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3312033.750000 Penalty: 4949.590332
	Iteration 46Q: 3 clusters Score -3312034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3312050.250000 Penalty: 4949.590332
	Iteration 47Q: 3 clusters Score -3312050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3312071.500000 Penalty: 4949.590332
	Iteration 48Q: 3 clusters Score -3312072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3312080.750000 Penalty: 4949.590332
	Iteration 49Q: 3 clusters Score -3312081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3312081.250000 Penalty: 4949.590332
	Iteration 50Q: 3 clusters Score -3312081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -3312079.000000 Penalty: 4949.590332
	Iteration 51Q: 3 clusters Score -3312079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -3312085.500000 Penalty: 4949.590332
	Iteration 52Q: 3 clusters Score -3312086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -3312086.750000 Penalty: 4949.590332
	Iteration 53Q: 3 clusters Score -3312087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3312085.750000 Penalty: 4949.590332
	Iteration 54Q: 3 clusters Score -3312086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3312080.500000 Penalty: 4949.590332
	Iteration 55Q: 3 clusters Score -3312080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3312077.000000 Penalty: 4949.590332
	Iteration 56Q: 3 clusters Score -3312077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3312084.500000 Penalty: 4949.590332
	Iteration 57Q: 3 clusters Score -3312084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -3312075.750000 Penalty: 4949.590332
	Iteration 58Q: 3 clusters Score -3312076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -3312082.750000 Penalty: 4949.590332
	Iteration 59Q: 3 clusters Score -3312083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -3312077.750000 Penalty: 4949.590332
	Iteration 60F: 3 clusters Score -3312078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -3312091.750000 Penalty: 4949.590332
	Iteration 61Q: 3 clusters Score -3312092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -3312089.750000 Penalty: 4949.590332
	Iteration 62Q: 3 clusters Score -3312090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -3312086.750000 Penalty: 4949.590332
	Iteration 63Q: 3 clusters Score -3312087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -3312090.000000 Penalty: 4949.590332
	Iteration 64Q: 3 clusters Score -3312090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -3312087.000000 Penalty: 4949.590332
	Iteration 65Q: 3 clusters Score -3312087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -3312090.500000 Penalty: 4949.590332
	Iteration 66Q: 3 clusters Score -3312090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -3312090.500000 Penalty: 4949.590332
	Iteration 67F: 3 clusters Score -3312090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 38672 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 147584 members 
Mstep: Class 9 contains 73135 members 
Mstep: Class 10 contains 1904 members 
Mstep: Class 11 contains 22606 members 
Mstep: Class 12 contains 24667 members 
Mstep: Class 13 contains 38259 members 
Mstep: Class 14 contains 138515 members 
Mstep: Class 15 contains 75747 members 
Mstep: Class 16 contains 117442 members 
Mstep: Class 17 contains 18295 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 16926 members 
Entering Unmasked Estep 
Score: -122274936.000000 Penalty: 67424.335938
Splitting cluster 2 changes total score from -122257608.000000 to -122274936.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (38672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Entering Unmasked Estep 
Score: -5970050.500000 Penalty: 2619.592041
	Iteration 0F: 2 clusters Score -5970050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -5943931.500000 Penalty: 5239.184082
	Iteration 0F: 3 clusters Score -5943932 nChanged 17614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -5953953.000000 Penalty: 5239.184082
	Iteration 1F: 3 clusters Score -5953953 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -5955143.500000 Penalty: 5239.184082
	Iteration 2F: 3 clusters Score -5955144 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -5957075.000000 Penalty: 5239.184082
	Iteration 3F: 3 clusters Score -5957075 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -5959467.000000 Penalty: 5239.184082
	Iteration 4F: 3 clusters Score -5959467 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -5961972.500000 Penalty: 5239.184082
	Iteration 5F: 3 clusters Score -5961972 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -5964594.500000 Penalty: 5239.184082
	Iteration 6F: 3 clusters Score -5964594 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -5966562.000000 Penalty: 5239.184082
	Iteration 7F: 3 clusters Score -5966562 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -5967748.500000 Penalty: 5239.184082
	Iteration 8F: 3 clusters Score -5967748 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -5968555.500000 Penalty: 5239.184082
	Iteration 9Q: 3 clusters Score -5968556 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5969206.500000 Penalty: 5239.184082
	Iteration 10Q: 3 clusters Score -5969206 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -5969882.500000 Penalty: 5239.184082
	Iteration 11Q: 3 clusters Score -5969882 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -5970546.500000 Penalty: 5239.184082
	Iteration 12Q: 3 clusters Score -5970546 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -5971172.000000 Penalty: 5239.184082
	Iteration 13Q: 3 clusters Score -5971172 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -5971872.000000 Penalty: 5239.184082
	Iteration 14Q: 3 clusters Score -5971872 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -5972667.500000 Penalty: 5239.184082
	Iteration 15Q: 3 clusters Score -5972668 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -5973595.500000 Penalty: 5239.184082
	Iteration 16Q: 3 clusters Score -5973596 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -5974846.000000 Penalty: 5239.184082
	Iteration 17Q: 3 clusters Score -5974846 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -5976540.500000 Penalty: 5239.184082
	Iteration 18Q: 3 clusters Score -5976540 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -5978170.000000 Penalty: 5239.184082
	Iteration 19Q: 3 clusters Score -5978170 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -5978878.500000 Penalty: 5239.184082
	Iteration 20F: 3 clusters Score -5978878 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -5979065.000000 Penalty: 5239.184082
	Iteration 21Q: 3 clusters Score -5979065 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -5979115.500000 Penalty: 5239.184082
	Iteration 22Q: 3 clusters Score -5979116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -5979126.500000 Penalty: 5239.184082
	Iteration 23Q: 3 clusters Score -5979126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -5979144.000000 Penalty: 5239.184082
	Iteration 24Q: 3 clusters Score -5979144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -5979137.000000 Penalty: 5239.184082
	Iteration 25Q: 3 clusters Score -5979137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -5979135.500000 Penalty: 5239.184082
	Iteration 26Q: 3 clusters Score -5979136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -5979137.500000 Penalty: 5239.184082
	Iteration 27Q: 3 clusters Score -5979138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -5979139.000000 Penalty: 5239.184082
	Iteration 28Q: 3 clusters Score -5979139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -5979140.000000 Penalty: 5239.184082
	Iteration 29Q: 3 clusters Score -5979140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -5979186.000000 Penalty: 5239.184082
	Iteration 30Q: 3 clusters Score -5979186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -5979233.500000 Penalty: 5239.184082
	Iteration 31Q: 3 clusters Score -5979234 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -5979299.000000 Penalty: 5239.184082
	Iteration 32Q: 3 clusters Score -5979299 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -5979328.500000 Penalty: 5239.184082
	Iteration 33Q: 3 clusters Score -5979328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -5979371.000000 Penalty: 5239.184082
	Iteration 34Q: 3 clusters Score -5979371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -5979381.000000 Penalty: 5239.184082
	Iteration 35Q: 3 clusters Score -5979381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -5979381.000000 Penalty: 5239.184082
	Iteration 36Q: 3 clusters Score -5979381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -5979382.500000 Penalty: 5239.184082
	Iteration 37Q: 3 clusters Score -5979382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -5979387.000000 Penalty: 5239.184082
	Iteration 38Q: 3 clusters Score -5979387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -5979404.500000 Penalty: 5239.184082
	Iteration 39Q: 3 clusters Score -5979404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -5979550.500000 Penalty: 5239.184082
	Iteration 40F: 3 clusters Score -5979550 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -5979677.000000 Penalty: 5239.184082
	Iteration 41Q: 3 clusters Score -5979677 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -5979698.000000 Penalty: 5239.184082
	Iteration 42Q: 3 clusters Score -5979698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -5979714.500000 Penalty: 5239.184082
	Iteration 43Q: 3 clusters Score -5979714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -5979724.000000 Penalty: 5239.184082
	Iteration 44Q: 3 clusters Score -5979724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -5979729.000000 Penalty: 5239.184082
	Iteration 45Q: 3 clusters Score -5979729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -5979730.500000 Penalty: 5239.184082
	Iteration 46Q: 3 clusters Score -5979730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -5979727.500000 Penalty: 5239.184082
	Iteration 47Q: 3 clusters Score -5979728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -5979719.000000 Penalty: 5239.184082
	Iteration 48Q: 3 clusters Score -5979719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -5979719.500000 Penalty: 5239.184082
	Iteration 49Q: 3 clusters Score -5979720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -5979717.500000 Penalty: 5239.184082
	Iteration 50Q: 3 clusters Score -5979718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -5979718.500000 Penalty: 5239.184082
	Iteration 51Q: 3 clusters Score -5979718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -5979720.000000 Penalty: 5239.184082
	Iteration 52Q: 3 clusters Score -5979720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -5979720.000000 Penalty: 5239.184082
	Iteration 53F: 3 clusters Score -5979720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1834 members 
Mstep: Class 8 contains 147584 members 
Mstep: Class 9 contains 73135 members 
Mstep: Class 10 contains 1904 members 
Mstep: Class 11 contains 22606 members 
Mstep: Class 12 contains 24667 members 
Mstep: Class 13 contains 38259 members 
Mstep: Class 14 contains 138515 members 
Mstep: Class 15 contains 75747 members 
Mstep: Class 16 contains 117442 members 
Mstep: Class 17 contains 18295 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 32574 members 
Entering Unmasked Estep 
Score: -122284600.000000 Penalty: 70795.554688
Splitting cluster 3 changes total score from -122257608.000000 to -122284600.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (8779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Entering Unmasked Estep 
Score: -1316469.000000 Penalty: 2251.869385
	Iteration 0F: 2 clusters Score -1316469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1309580.750000 Penalty: 4503.738770
	Iteration 0F: 3 clusters Score -1309581 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1311716.500000 Penalty: 4503.738770
	Iteration 1F: 3 clusters Score -1311716 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1312194.500000 Penalty: 4503.738770
	Iteration 2F: 3 clusters Score -1312194 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1312711.250000 Penalty: 4503.738770
	Iteration 3F: 3 clusters Score -1312711 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1313248.000000 Penalty: 4503.738770
	Iteration 4F: 3 clusters Score -1313248 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1313727.000000 Penalty: 4503.738770
	Iteration 5F: 3 clusters Score -1313727 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1314088.625000 Penalty: 4503.738770
	Iteration 6F: 3 clusters Score -1314089 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1314357.500000 Penalty: 4503.738770
	Iteration 7Q: 3 clusters Score -1314358 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1314565.625000 Penalty: 4503.738770
	Iteration 8Q: 3 clusters Score -1314566 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1314715.250000 Penalty: 4503.738770
	Iteration 9Q: 3 clusters Score -1314715 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1314820.750000 Penalty: 4503.738770
	Iteration 10Q: 3 clusters Score -1314821 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1314903.250000 Penalty: 4503.738770
	Iteration 11Q: 3 clusters Score -1314903 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1314955.500000 Penalty: 4503.738770
	Iteration 12Q: 3 clusters Score -1314956 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1315002.500000 Penalty: 4503.738770
	Iteration 13Q: 3 clusters Score -1315002 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1315035.625000 Penalty: 4503.738770
	Iteration 14Q: 3 clusters Score -1315036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1315062.375000 Penalty: 4503.738770
	Iteration 15Q: 3 clusters Score -1315062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1315083.500000 Penalty: 4503.738770
	Iteration 16Q: 3 clusters Score -1315084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1315110.625000 Penalty: 4503.738770
	Iteration 17Q: 3 clusters Score -1315111 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1315130.000000 Penalty: 4503.738770
	Iteration 18Q: 3 clusters Score -1315130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1315142.500000 Penalty: 4503.738770
	Iteration 19Q: 3 clusters Score -1315142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1315160.750000 Penalty: 4503.738770
	Iteration 20F: 3 clusters Score -1315161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1315173.375000 Penalty: 4503.738770
	Iteration 21Q: 3 clusters Score -1315173 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1315183.250000 Penalty: 4503.738770
	Iteration 22Q: 3 clusters Score -1315183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1315192.625000 Penalty: 4503.738770
	Iteration 23Q: 3 clusters Score -1315193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1315207.125000 Penalty: 4503.738770
	Iteration 24Q: 3 clusters Score -1315207 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1315219.625000 Penalty: 4503.738770
	Iteration 25Q: 3 clusters Score -1315220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1315235.375000 Penalty: 4503.738770
	Iteration 26Q: 3 clusters Score -1315235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1315250.750000 Penalty: 4503.738770
	Iteration 27Q: 3 clusters Score -1315251 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1315275.750000 Penalty: 4503.738770
	Iteration 28Q: 3 clusters Score -1315276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1315307.750000 Penalty: 4503.738770
	Iteration 29Q: 3 clusters Score -1315308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1315340.125000 Penalty: 4503.738770
	Iteration 30Q: 3 clusters Score -1315340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1315367.250000 Penalty: 4503.738770
	Iteration 31Q: 3 clusters Score -1315367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1315389.000000 Penalty: 4503.738770
	Iteration 32Q: 3 clusters Score -1315389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1315402.375000 Penalty: 4503.738770
	Iteration 33Q: 3 clusters Score -1315402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1315414.875000 Penalty: 4503.738770
	Iteration 34Q: 3 clusters Score -1315415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1315429.000000 Penalty: 4503.738770
	Iteration 35Q: 3 clusters Score -1315429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1315435.000000 Penalty: 4503.738770
	Iteration 36Q: 3 clusters Score -1315435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1315438.875000 Penalty: 4503.738770
	Iteration 37Q: 3 clusters Score -1315439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1315443.250000 Penalty: 4503.738770
	Iteration 38Q: 3 clusters Score -1315443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1315441.500000 Penalty: 4503.738770
	Iteration 39Q: 3 clusters Score -1315442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1315448.875000 Penalty: 4503.738770
	Iteration 40F: 3 clusters Score -1315449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1315449.250000 Penalty: 4503.738770
	Iteration 41Q: 3 clusters Score -1315449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1315449.500000 Penalty: 4503.738770
	Iteration 42Q: 3 clusters Score -1315450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1315448.250000 Penalty: 4503.738770
	Iteration 43Q: 3 clusters Score -1315448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1315448.250000 Penalty: 4503.738770
	Iteration 44F: 3 clusters Score -1315448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Entering Unmasked Estep 
Score: -6728543.000000 Penalty: 2647.120605
	Iteration 0F: 2 clusters Score -6728543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -6699334.000000 Penalty: 5294.241211
	Iteration 0F: 3 clusters Score -6699334 nChanged 19838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -6711251.500000 Penalty: 5294.241211
	Iteration 1F: 3 clusters Score -6711252 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -6713907.000000 Penalty: 5294.241211
	Iteration 2F: 3 clusters Score -6713907 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -6718276.500000 Penalty: 5294.241211
	Iteration 3F: 3 clusters Score -6718276 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -6722660.500000 Penalty: 5294.241211
	Iteration 4F: 3 clusters Score -6722660 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -6725141.500000 Penalty: 5294.241211
	Iteration 5F: 3 clusters Score -6725142 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -6726135.500000 Penalty: 5294.241211
	Iteration 6Q: 3 clusters Score -6726136 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -6726660.500000 Penalty: 5294.241211
	Iteration 7Q: 3 clusters Score -6726660 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -6726835.500000 Penalty: 5294.241211
	Iteration 8Q: 3 clusters Score -6726836 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -6726982.500000 Penalty: 5294.241211
	Iteration 9Q: 3 clusters Score -6726982 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -6727077.000000 Penalty: 5294.241211
	Iteration 10Q: 3 clusters Score -6727077 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -6727133.000000 Penalty: 5294.241211
	Iteration 11Q: 3 clusters Score -6727133 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -6727206.000000 Penalty: 5294.241211
	Iteration 12Q: 3 clusters Score -6727206 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -6727277.000000 Penalty: 5294.241211
	Iteration 13Q: 3 clusters Score -6727277 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -6727340.500000 Penalty: 5294.241211
	Iteration 14Q: 3 clusters Score -6727340 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -6727395.000000 Penalty: 5294.241211
	Iteration 15Q: 3 clusters Score -6727395 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -6727425.500000 Penalty: 5294.241211
	Iteration 16Q: 3 clusters Score -6727426 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -6727481.000000 Penalty: 5294.241211
	Iteration 17Q: 3 clusters Score -6727481 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -6727503.000000 Penalty: 5294.241211
	Iteration 18Q: 3 clusters Score -6727503 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -6727560.000000 Penalty: 5294.241211
	Iteration 19Q: 3 clusters Score -6727560 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -6727608.000000 Penalty: 5294.241211
	Iteration 20F: 3 clusters Score -6727608 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -6727656.500000 Penalty: 5294.241211
	Iteration 21Q: 3 clusters Score -6727656 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -6727763.500000 Penalty: 5294.241211
	Iteration 22Q: 3 clusters Score -6727764 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -6727868.500000 Penalty: 5294.241211
	Iteration 23Q: 3 clusters Score -6727868 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -6727935.000000 Penalty: 5294.241211
	Iteration 24Q: 3 clusters Score -6727935 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -6727974.000000 Penalty: 5294.241211
	Iteration 25Q: 3 clusters Score -6727974 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -6728053.500000 Penalty: 5294.241211
	Iteration 26Q: 3 clusters Score -6728054 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -6728080.000000 Penalty: 5294.241211
	Iteration 27Q: 3 clusters Score -6728080 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -6728130.500000 Penalty: 5294.241211
	Iteration 28Q: 3 clusters Score -6728130 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -6728178.500000 Penalty: 5294.241211
	Iteration 29Q: 3 clusters Score -6728178 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -6728223.000000 Penalty: 5294.241211
	Iteration 30Q: 3 clusters Score -6728223 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -6728266.000000 Penalty: 5294.241211
	Iteration 31Q: 3 clusters Score -6728266 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -6728280.500000 Penalty: 5294.241211
	Iteration 32Q: 3 clusters Score -6728280 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -6728327.500000 Penalty: 5294.241211
	Iteration 33Q: 3 clusters Score -6728328 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -6728325.000000 Penalty: 5294.241211
	Iteration 34Q: 3 clusters Score -6728325 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -6728362.500000 Penalty: 5294.241211
	Iteration 35Q: 3 clusters Score -6728362 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -6728357.500000 Penalty: 5294.241211
	Iteration 36Q: 3 clusters Score -6728358 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -6728360.000000 Penalty: 5294.241211
	Iteration 37Q: 3 clusters Score -6728360 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -6728387.000000 Penalty: 5294.241211
	Iteration 38Q: 3 clusters Score -6728387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -6728377.500000 Penalty: 5294.241211
	Iteration 39Q: 3 clusters Score -6728378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -6728377.500000 Penalty: 5294.241211
	Iteration 40F: 3 clusters Score -6728378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -6728379.500000 Penalty: 5294.241211
	Iteration 41Q: 3 clusters Score -6728380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -6728401.000000 Penalty: 5294.241211
	Iteration 42Q: 3 clusters Score -6728401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -6728398.500000 Penalty: 5294.241211
	Iteration 43Q: 3 clusters Score -6728398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -6728397.000000 Penalty: 5294.241211
	Iteration 44Q: 3 clusters Score -6728397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -6728404.000000 Penalty: 5294.241211
	Iteration 45Q: 3 clusters Score -6728404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -6728410.500000 Penalty: 5294.241211
	Iteration 46Q: 3 clusters Score -6728410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -6728427.500000 Penalty: 5294.241211
	Iteration 47Q: 3 clusters Score -6728428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -6728432.500000 Penalty: 5294.241211
	Iteration 48Q: 3 clusters Score -6728432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -6728433.000000 Penalty: 5294.241211
	Iteration 49Q: 3 clusters Score -6728433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -6728430.000000 Penalty: 5294.241211
	Iteration 50Q: 3 clusters Score -6728430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -6728440.500000 Penalty: 5294.241211
	Iteration 51Q: 3 clusters Score -6728440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -6728447.500000 Penalty: 5294.241211
	Iteration 52Q: 3 clusters Score -6728448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -6728438.500000 Penalty: 5294.241211
	Iteration 53Q: 3 clusters Score -6728438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -6728445.000000 Penalty: 5294.241211
	Iteration 54Q: 3 clusters Score -6728445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -6728440.500000 Penalty: 5294.241211
	Iteration 55Q: 3 clusters Score -6728440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -6728441.500000 Penalty: 5294.241211
	Iteration 56Q: 3 clusters Score -6728442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -6728444.000000 Penalty: 5294.241211
	Iteration 57Q: 3 clusters Score -6728444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -6728447.500000 Penalty: 5294.241211
	Iteration 58Q: 3 clusters Score -6728448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -6728451.000000 Penalty: 5294.241211
	Iteration 59Q: 3 clusters Score -6728451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -6728457.500000 Penalty: 5294.241211
	Iteration 60F: 3 clusters Score -6728458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -6728465.500000 Penalty: 5294.241211
	Iteration 61Q: 3 clusters Score -6728466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -6728460.000000 Penalty: 5294.241211
	Iteration 62Q: 3 clusters Score -6728460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -6728456.500000 Penalty: 5294.241211
	Iteration 63Q: 3 clusters Score -6728456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -6728458.000000 Penalty: 5294.241211
	Iteration 64Q: 3 clusters Score -6728458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -6728470.000000 Penalty: 5294.241211
	Iteration 65Q: 3 clusters Score -6728470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -6728463.500000 Penalty: 5294.241211
	Iteration 66Q: 3 clusters Score -6728464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -6728464.500000 Penalty: 5294.241211
	Iteration 67Q: 3 clusters Score -6728464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -6728478.000000 Penalty: 5294.241211
	Iteration 68Q: 3 clusters Score -6728478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -6728476.500000 Penalty: 5294.241211
	Iteration 69Q: 3 clusters Score -6728476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -6728473.500000 Penalty: 5294.241211
	Iteration 70Q: 3 clusters Score -6728474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -6728470.500000 Penalty: 5294.241211
	Iteration 71Q: 3 clusters Score -6728470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -6728474.000000 Penalty: 5294.241211
	Iteration 72Q: 3 clusters Score -6728474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -6728473.500000 Penalty: 5294.241211
	Iteration 73Q: 3 clusters Score -6728474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -6728475.000000 Penalty: 5294.241211
	Iteration 74Q: 3 clusters Score -6728475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -6728477.000000 Penalty: 5294.241211
	Iteration 75Q: 3 clusters Score -6728477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -6728480.000000 Penalty: 5294.241211
	Iteration 76Q: 3 clusters Score -6728480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -6728477.000000 Penalty: 5294.241211
	Iteration 77Q: 3 clusters Score -6728477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -6728478.000000 Penalty: 5294.241211
	Iteration 78Q: 3 clusters Score -6728478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -6728478.000000 Penalty: 5294.241211
	Iteration 79F: 3 clusters Score -6728478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Entering Unmasked Estep 
Score: -1043121.750000 Penalty: 2187.679932
	Iteration 0F: 2 clusters Score -1043122 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 3314 members 
Entering Unmasked Estep 
Score: -1037524.062500 Penalty: 4375.359863
	Iteration 0F: 3 clusters Score -1037524 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1039407.875000 Penalty: 4375.359863
	Iteration 1F: 3 clusters Score -1039408 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1040430.125000 Penalty: 4375.359863
	Iteration 2F: 3 clusters Score -1040430 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1041501.937500 Penalty: 4375.359863
	Iteration 3F: 3 clusters Score -1041502 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1042115.187500 Penalty: 4375.359863
	Iteration 4F: 3 clusters Score -1042115 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1042365.875000 Penalty: 4375.359863
	Iteration 5F: 3 clusters Score -1042366 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1042479.437500 Penalty: 4375.359863
	Iteration 6Q: 3 clusters Score -1042479 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1042526.125000 Penalty: 4375.359863
	Iteration 7Q: 3 clusters Score -1042526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1042551.312500 Penalty: 4375.359863
	Iteration 8Q: 3 clusters Score -1042551 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1042565.312500 Penalty: 4375.359863
	Iteration 9Q: 3 clusters Score -1042565 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1042578.687500 Penalty: 4375.359863
	Iteration 10Q: 3 clusters Score -1042579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1042584.812500 Penalty: 4375.359863
	Iteration 11Q: 3 clusters Score -1042585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1042589.812500 Penalty: 4375.359863
	Iteration 12Q: 3 clusters Score -1042590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1042594.312500 Penalty: 4375.359863
	Iteration 13Q: 3 clusters Score -1042594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1042602.875000 Penalty: 4375.359863
	Iteration 14Q: 3 clusters Score -1042603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1042613.062500 Penalty: 4375.359863
	Iteration 15Q: 3 clusters Score -1042613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1042614.187500 Penalty: 4375.359863
	Iteration 16Q: 3 clusters Score -1042614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1042615.000000 Penalty: 4375.359863
	Iteration 17Q: 3 clusters Score -1042615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1042615.312500 Penalty: 4375.359863
	Iteration 18Q: 3 clusters Score -1042615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1042616.937500 Penalty: 4375.359863
	Iteration 19Q: 3 clusters Score -1042617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1042616.250000 Penalty: 4375.359863
	Iteration 20F: 3 clusters Score -1042616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1042617.875000 Penalty: 4375.359863
	Iteration 21Q: 3 clusters Score -1042618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1042621.625000 Penalty: 4375.359863
	Iteration 22Q: 3 clusters Score -1042622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1042621.625000 Penalty: 4375.359863
	Iteration 23F: 3 clusters Score -1042622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Entering Unmasked Estep 
Score: -248556.437500 Penalty: 1863.535156
	Iteration 0F: 2 clusters Score -248556.4 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 927 members 
Entering Unmasked Estep 
Score: -246543.375000 Penalty: 3727.070312
	Iteration 0F: 3 clusters Score -246543.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -249038.343750 Penalty: 3727.070312
	Iteration 1F: 3 clusters Score -249038.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -251525.312500 Penalty: 3727.070312
	Iteration 2F: 3 clusters Score -251525.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -253214.734375 Penalty: 3727.070312
	Iteration 3F: 3 clusters Score -253214.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -253514.968750 Penalty: 3727.070312
	Iteration 4Q: 3 clusters Score -253515 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -253594.500000 Penalty: 3727.070312
	Iteration 5Q: 3 clusters Score -253594.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -253612.125000 Penalty: 3727.070312
	Iteration 6Q: 3 clusters Score -253612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -253614.312500 Penalty: 3727.070312
	Iteration 7Q: 3 clusters Score -253614.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -253614.312500 Penalty: 3727.070312
	Iteration 8F: 3 clusters Score -253614.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 147584 members 
Mstep: Class 9 contains 73135 members 
Mstep: Class 10 contains 1904 members 
Mstep: Class 11 contains 22606 members 
Mstep: Class 12 contains 24667 members 
Mstep: Class 13 contains 38259 members 
Mstep: Class 14 contains 138515 members 
Mstep: Class 15 contains 75747 members 
Mstep: Class 16 contains 117442 members 
Mstep: Class 17 contains 18295 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 32574 members 
Mstep: Class 22 contains 358 members 
Entering Unmasked Estep 
Score: -122288136.000000 Penalty: 74166.773438
Splitting cluster 7 changes total score from -122257608.000000 to -122288136.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (147584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147584 members 
Entering Unmasked Estep 
Score: -22357924.000000 Penalty: 2951.733887
	Iteration 0F: 2 clusters Score -2.235792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73632 members 
Mstep: Class 2 contains 73952 members 
Entering Unmasked Estep 
Score: -22263768.000000 Penalty: 5903.467773
	Iteration 0F: 3 clusters Score -2.226377e+07 nChanged 70064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 73678 members 
Entering Unmasked Estep 
Score: -22306092.000000 Penalty: 5903.467773
	Iteration 1F: 3 clusters Score -2.230609e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74695 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -22309972.000000 Penalty: 5903.467773
	Iteration 2F: 3 clusters Score -2.230997e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
Score: -22315976.000000 Penalty: 5903.467773
	Iteration 3F: 3 clusters Score -2.231598e+07 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 70599 members 
Entering Unmasked Estep 
Score: -22323318.000000 Penalty: 5903.467773
	Iteration 4F: 3 clusters Score -2.232332e+07 nChanged 10886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 69457 members 
Entering Unmasked Estep 
Score: -22329904.000000 Penalty: 5903.467773
	Iteration 5F: 3 clusters Score -2.23299e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -22334446.000000 Penalty: 5903.467773
	Iteration 6F: 3 clusters Score -2.233445e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -22337306.000000 Penalty: 5903.467773
	Iteration 7Q: 3 clusters Score -2.233731e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78324 members 
Mstep: Class 2 contains 69260 members 
Entering Unmasked Estep 
Score: -22338864.000000 Penalty: 5903.467773
	Iteration 8Q: 3 clusters Score -2.233886e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77332 members 
Mstep: Class 2 contains 70252 members 
Entering Unmasked Estep 
Score: -22339830.000000 Penalty: 5903.467773
	Iteration 9Q: 3 clusters Score -2.233983e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75894 members 
Mstep: Class 2 contains 71690 members 
Entering Unmasked Estep 
Score: -22340758.000000 Penalty: 5903.467773
	Iteration 10Q: 3 clusters Score -2.234076e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74137 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -22341786.000000 Penalty: 5903.467773
	Iteration 11Q: 3 clusters Score -2.234179e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72115 members 
Mstep: Class 2 contains 75469 members 
Entering Unmasked Estep 
Score: -22342844.000000 Penalty: 5903.467773
	Iteration 12Q: 3 clusters Score -2.234284e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69844 members 
Mstep: Class 2 contains 77740 members 
Entering Unmasked Estep 
Score: -22344010.000000 Penalty: 5903.467773
	Iteration 13Q: 3 clusters Score -2.234401e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 80220 members 
Entering Unmasked Estep 
Score: -22345200.000000 Penalty: 5903.467773
	Iteration 14Q: 3 clusters Score -2.23452e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 83005 members 
Entering Unmasked Estep 
Score: -22346776.000000 Penalty: 5903.467773
	Iteration 15Q: 3 clusters Score -2.234678e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61394 members 
Mstep: Class 2 contains 86190 members 
Entering Unmasked Estep 
Score: -22348466.000000 Penalty: 5903.467773
	Iteration 16Q: 3 clusters Score -2.234847e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 89515 members 
Entering Unmasked Estep 
Score: -22350256.000000 Penalty: 5903.467773
	Iteration 17Q: 3 clusters Score -2.235026e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54665 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -22352162.000000 Penalty: 5903.467773
	Iteration 18Q: 3 clusters Score -2.235216e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 96457 members 
Entering Unmasked Estep 
Score: -22354036.000000 Penalty: 5903.467773
	Iteration 19Q: 3 clusters Score -2.235404e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 99850 members 
Entering Unmasked Estep 
Score: -22355698.000000 Penalty: 5903.467773
	Iteration 20F: 3 clusters Score -2.23557e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 103037 members 
Entering Unmasked Estep 
Score: -22357168.000000 Penalty: 5903.467773
	Iteration 21Q: 3 clusters Score -2.235717e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 106051 members 
Entering Unmasked Estep 
Score: -22358398.000000 Penalty: 5903.467773
	Iteration 22Q: 3 clusters Score -2.23584e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 108855 members 
Entering Unmasked Estep 
Score: -22359228.000000 Penalty: 5903.467773
	Iteration 23Q: 3 clusters Score -2.235923e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 111474 members 
Entering Unmasked Estep 
Score: -22360174.000000 Penalty: 5903.467773
	Iteration 24Q: 3 clusters Score -2.236017e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 113860 members 
Entering Unmasked Estep 
Score: -22360978.000000 Penalty: 5903.467773
	Iteration 25Q: 3 clusters Score -2.236098e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 116039 members 
Entering Unmasked Estep 
Score: -22361564.000000 Penalty: 5903.467773
	Iteration 26Q: 3 clusters Score -2.236156e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 118204 members 
Entering Unmasked Estep 
Score: -22362110.000000 Penalty: 5903.467773
	Iteration 27Q: 3 clusters Score -2.236211e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 120214 members 
Entering Unmasked Estep 
Score: -22362726.000000 Penalty: 5903.467773
	Iteration 28Q: 3 clusters Score -2.236273e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 122203 members 
Entering Unmasked Estep 
Score: -22363340.000000 Penalty: 5903.467773
	Iteration 29Q: 3 clusters Score -2.236334e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 124045 members 
Entering Unmasked Estep 
Score: -22363916.000000 Penalty: 5903.467773
	Iteration 30Q: 3 clusters Score -2.236392e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 125717 members 
Entering Unmasked Estep 
Score: -22364146.000000 Penalty: 5903.467773
	Iteration 31Q: 3 clusters Score -2.236415e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 127181 members 
Entering Unmasked Estep 
Score: -22364500.000000 Penalty: 5903.467773
	Iteration 32Q: 3 clusters Score -2.23645e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 128513 members 
Entering Unmasked Estep 
Score: -22364736.000000 Penalty: 5903.467773
	Iteration 33Q: 3 clusters Score -2.236474e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 129717 members 
Entering Unmasked Estep 
Score: -22365016.000000 Penalty: 5903.467773
	Iteration 34Q: 3 clusters Score -2.236502e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 130784 members 
Entering Unmasked Estep 
Score: -22365222.000000 Penalty: 5903.467773
	Iteration 35Q: 3 clusters Score -2.236522e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 131691 members 
Entering Unmasked Estep 
Score: -22365386.000000 Penalty: 5903.467773
	Iteration 36Q: 3 clusters Score -2.236539e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 132478 members 
Entering Unmasked Estep 
Score: -22365438.000000 Penalty: 5903.467773
	Iteration 37Q: 3 clusters Score -2.236544e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 133142 members 
Entering Unmasked Estep 
Score: -22365586.000000 Penalty: 5903.467773
	Iteration 38Q: 3 clusters Score -2.236559e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 133683 members 
Entering Unmasked Estep 
Score: -22365668.000000 Penalty: 5903.467773
	Iteration 39Q: 3 clusters Score -2.236567e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 134158 members 
Entering Unmasked Estep 
Score: -22365702.000000 Penalty: 5903.467773
	Iteration 40F: 3 clusters Score -2.23657e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 134575 members 
Entering Unmasked Estep 
Score: -22365712.000000 Penalty: 5903.467773
	Iteration 41Q: 3 clusters Score -2.236571e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 134933 members 
Entering Unmasked Estep 
Score: -22365806.000000 Penalty: 5903.467773
	Iteration 42Q: 3 clusters Score -2.236581e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 135230 members 
Entering Unmasked Estep 
Score: -22365766.000000 Penalty: 5903.467773
	Iteration 43Q: 3 clusters Score -2.236577e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 135488 members 
Entering Unmasked Estep 
Score: -22365806.000000 Penalty: 5903.467773
	Iteration 44Q: 3 clusters Score -2.236581e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 135713 members 
Entering Unmasked Estep 
Score: -22365798.000000 Penalty: 5903.467773
	Iteration 45Q: 3 clusters Score -2.23658e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 135909 members 
Entering Unmasked Estep 
Score: -22365802.000000 Penalty: 5903.467773
	Iteration 46Q: 3 clusters Score -2.23658e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 136084 members 
Entering Unmasked Estep 
Score: -22365844.000000 Penalty: 5903.467773
	Iteration 47Q: 3 clusters Score -2.236584e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 136237 members 
Entering Unmasked Estep 
Score: -22365856.000000 Penalty: 5903.467773
	Iteration 48Q: 3 clusters Score -2.236586e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 136371 members 
Entering Unmasked Estep 
Score: -22365858.000000 Penalty: 5903.467773
	Iteration 49Q: 3 clusters Score -2.236586e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 136494 members 
Entering Unmasked Estep 
Score: -22365884.000000 Penalty: 5903.467773
	Iteration 50Q: 3 clusters Score -2.236588e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 136609 members 
Entering Unmasked Estep 
Score: -22365888.000000 Penalty: 5903.467773
	Iteration 51Q: 3 clusters Score -2.236589e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 136700 members 
Entering Unmasked Estep 
Score: -22365880.000000 Penalty: 5903.467773
	Iteration 52Q: 3 clusters Score -2.236588e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 136768 members 
Entering Unmasked Estep 
Score: -22365884.000000 Penalty: 5903.467773
	Iteration 53Q: 3 clusters Score -2.236588e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 136851 members 
Entering Unmasked Estep 
Score: -22365880.000000 Penalty: 5903.467773
	Iteration 54Q: 3 clusters Score -2.236588e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 136932 members 
Entering Unmasked Estep 
Score: -22365886.000000 Penalty: 5903.467773
	Iteration 55Q: 3 clusters Score -2.236589e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 136989 members 
Entering Unmasked Estep 
Score: -22365896.000000 Penalty: 5903.467773
	Iteration 56Q: 3 clusters Score -2.23659e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 137044 members 
Entering Unmasked Estep 
Score: -22365906.000000 Penalty: 5903.467773
	Iteration 57Q: 3 clusters Score -2.236591e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 137091 members 
Entering Unmasked Estep 
Score: -22365840.000000 Penalty: 5903.467773
	Iteration 58Q: 3 clusters Score -2.236584e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 137129 members 
Entering Unmasked Estep 
Score: -22365822.000000 Penalty: 5903.467773
	Iteration 59Q: 3 clusters Score -2.236582e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 137157 members 
Entering Unmasked Estep 
Score: -22365824.000000 Penalty: 5903.467773
	Iteration 60F: 3 clusters Score -2.236582e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 137181 members 
Entering Unmasked Estep 
Score: -22365832.000000 Penalty: 5903.467773
	Iteration 61Q: 3 clusters Score -2.236583e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 137213 members 
Entering Unmasked Estep 
Score: -22365832.000000 Penalty: 5903.467773
	Iteration 62Q: 3 clusters Score -2.236583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 137241 members 
Entering Unmasked Estep 
Score: -22365852.000000 Penalty: 5903.467773
	Iteration 63Q: 3 clusters Score -2.236585e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 137268 members 
Entering Unmasked Estep 
Score: -22365860.000000 Penalty: 5903.467773
	Iteration 64Q: 3 clusters Score -2.236586e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 137298 members 
Entering Unmasked Estep 
Score: -22365838.000000 Penalty: 5903.467773
	Iteration 65Q: 3 clusters Score -2.236584e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 137321 members 
Entering Unmasked Estep 
Score: -22365852.000000 Penalty: 5903.467773
	Iteration 66Q: 3 clusters Score -2.236585e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 137338 members 
Entering Unmasked Estep 
Score: -22365838.000000 Penalty: 5903.467773
	Iteration 67Q: 3 clusters Score -2.236584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 137350 members 
Entering Unmasked Estep 
Score: -22365842.000000 Penalty: 5903.467773
	Iteration 68Q: 3 clusters Score -2.236584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 137361 members 
Entering Unmasked Estep 
Score: -22365838.000000 Penalty: 5903.467773
	Iteration 69Q: 3 clusters Score -2.236584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 137366 members 
Entering Unmasked Estep 
Score: -22365842.000000 Penalty: 5903.467773
	Iteration 70Q: 3 clusters Score -2.236584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 137368 members 
Entering Unmasked Estep 
Score: -22365836.000000 Penalty: 5903.467773
	Iteration 71Q: 3 clusters Score -2.236584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 137370 members 
Entering Unmasked Estep 
Score: -22365824.000000 Penalty: 5903.467773
	Iteration 72Q: 3 clusters Score -2.236582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 137372 members 
Entering Unmasked Estep 
Score: -22365828.000000 Penalty: 5903.467773
	Iteration 73Q: 3 clusters Score -2.236583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 137375 members 
Entering Unmasked Estep 
Score: -22365816.000000 Penalty: 5903.467773
	Iteration 74Q: 3 clusters Score -2.236582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 137379 members 
Entering Unmasked Estep 
Score: -22365816.000000 Penalty: 5903.467773
	Iteration 75Q: 3 clusters Score -2.236582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 137384 members 
Entering Unmasked Estep 
Score: -22365812.000000 Penalty: 5903.467773
	Iteration 76Q: 3 clusters Score -2.236581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 137387 members 
Entering Unmasked Estep 
Score: -22365826.000000 Penalty: 5903.467773
	Iteration 77Q: 3 clusters Score -2.236583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 137390 members 
Entering Unmasked Estep 
Score: -22365816.000000 Penalty: 5903.467773
	Iteration 78Q: 3 clusters Score -2.236582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 137393 members 
Entering Unmasked Estep 
Score: -22365816.000000 Penalty: 5903.467773
	Iteration 79Q: 3 clusters Score -2.236582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 137396 members 
Entering Unmasked Estep 
Score: -22365838.000000 Penalty: 5903.467773
	Iteration 80F: 3 clusters Score -2.236584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 137398 members 
Entering Unmasked Estep 
Score: -22365828.000000 Penalty: 5903.467773
	Iteration 81Q: 3 clusters Score -2.236583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 137400 members 
Entering Unmasked Estep 
Score: -22365832.000000 Penalty: 5903.467773
	Iteration 82Q: 3 clusters Score -2.236583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 137404 members 
Entering Unmasked Estep 
Score: -22365832.000000 Penalty: 5903.467773
	Iteration 83Q: 3 clusters Score -2.236583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 137409 members 
Entering Unmasked Estep 
Score: -22365824.000000 Penalty: 5903.467773
	Iteration 84Q: 3 clusters Score -2.236582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 137415 members 
Entering Unmasked Estep 
Score: -22365830.000000 Penalty: 5903.467773
	Iteration 85Q: 3 clusters Score -2.236583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 137420 members 
Entering Unmasked Estep 
Score: -22365816.000000 Penalty: 5903.467773
	Iteration 86Q: 3 clusters Score -2.236582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 137427 members 
Entering Unmasked Estep 
Score: -22365820.000000 Penalty: 5903.467773
	Iteration 87Q: 3 clusters Score -2.236582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 137434 members 
Entering Unmasked Estep 
Score: -22365822.000000 Penalty: 5903.467773
	Iteration 88Q: 3 clusters Score -2.236582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 137440 members 
Entering Unmasked Estep 
Score: -22365826.000000 Penalty: 5903.467773
	Iteration 89Q: 3 clusters Score -2.236583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 137444 members 
Entering Unmasked Estep 
Score: -22365840.000000 Penalty: 5903.467773
	Iteration 90Q: 3 clusters Score -2.236584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 137446 members 
Entering Unmasked Estep 
Score: -22365838.000000 Penalty: 5903.467773
	Iteration 91Q: 3 clusters Score -2.236584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 137449 members 
Entering Unmasked Estep 
Score: -22365826.000000 Penalty: 5903.467773
	Iteration 92Q: 3 clusters Score -2.236583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 137451 members 
Entering Unmasked Estep 
Score: -22365822.000000 Penalty: 5903.467773
	Iteration 93Q: 3 clusters Score -2.236582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 137455 members 
Entering Unmasked Estep 
Score: -22365828.000000 Penalty: 5903.467773
	Iteration 94Q: 3 clusters Score -2.236583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 137460 members 
Entering Unmasked Estep 
Score: -22365830.000000 Penalty: 5903.467773
	Iteration 95Q: 3 clusters Score -2.236583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 137461 members 
Entering Unmasked Estep 
Score: -22365822.000000 Penalty: 5903.467773
	Iteration 96Q: 3 clusters Score -2.236582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 137463 members 
Entering Unmasked Estep 
Score: -22365822.000000 Penalty: 5903.467773
	Iteration 97Q: 3 clusters Score -2.236582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 137466 members 
Entering Unmasked Estep 
Score: -22365822.000000 Penalty: 5903.467773
	Iteration 98Q: 3 clusters Score -2.236582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 137470 members 
Entering Unmasked Estep 
Score: -22365812.000000 Penalty: 5903.467773
	Iteration 99Q: 3 clusters Score -2.236581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 137472 members 
Entering Unmasked Estep 
Score: -22365812.000000 Penalty: 5903.467773
	Iteration 100F: 3 clusters Score -2.236581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 137473 members 
Entering Unmasked Estep 
Score: -22365814.000000 Penalty: 5903.467773
	Iteration 101Q: 3 clusters Score -2.236581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 137475 members 
Entering Unmasked Estep 
Score: -22365816.000000 Penalty: 5903.467773
	Iteration 102Q: 3 clusters Score -2.236582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 137476 members 
Entering Unmasked Estep 
Score: -22365806.000000 Penalty: 5903.467773
	Iteration 103Q: 3 clusters Score -2.236581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 137477 members 
Entering Unmasked Estep 
Score: -22365802.000000 Penalty: 5903.467773
	Iteration 104Q: 3 clusters Score -2.23658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 137477 members 
Entering Unmasked Estep 
Score: -22365806.000000 Penalty: 5903.467773
	Iteration 105Q: 3 clusters Score -2.236581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 137478 members 
Entering Unmasked Estep 
Score: -22365790.000000 Penalty: 5903.467773
	Iteration 106Q: 3 clusters Score -2.236579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 137480 members 
Entering Unmasked Estep 
Score: -22365788.000000 Penalty: 5903.467773
	Iteration 107Q: 3 clusters Score -2.236579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 137482 members 
Entering Unmasked Estep 
Score: -22365788.000000 Penalty: 5903.467773
	Iteration 108Q: 3 clusters Score -2.236579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 137482 members 
Entering Unmasked Estep 
Score: -22365788.000000 Penalty: 5903.467773
	Iteration 109F: 3 clusters Score -2.236579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 10102 members 
Mstep: Class 9 contains 73135 members 
Mstep: Class 10 contains 1904 members 
Mstep: Class 11 contains 22606 members 
Mstep: Class 12 contains 24667 members 
Mstep: Class 13 contains 38259 members 
Mstep: Class 14 contains 138515 members 
Mstep: Class 15 contains 75747 members 
Mstep: Class 16 contains 117442 members 
Mstep: Class 17 contains 18295 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 32574 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 137482 members 
Entering Unmasked Estep 
Score: -122297632.000000 Penalty: 77537.992188
Splitting cluster 8 changes total score from -122257608.000000 to -122297632.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (73135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Entering Unmasked Estep 
Score: -11461487.000000 Penalty: 2777.615479
	Iteration 0F: 2 clusters Score -1.146149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -11412590.000000 Penalty: 5555.230957
	Iteration 0F: 3 clusters Score -1.141259e+07 nChanged 34337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -11432553.000000 Penalty: 5555.230957
	Iteration 1F: 3 clusters Score -1.143255e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -11435251.000000 Penalty: 5555.230957
	Iteration 2F: 3 clusters Score -1.143525e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -11440631.000000 Penalty: 5555.230957
	Iteration 3F: 3 clusters Score -1.144063e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -11449148.000000 Penalty: 5555.230957
	Iteration 4F: 3 clusters Score -1.144915e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -11459515.000000 Penalty: 5555.230957
	Iteration 5F: 3 clusters Score -1.145952e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -11471227.000000 Penalty: 5555.230957
	Iteration 6F: 3 clusters Score -1.147123e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -11475905.000000 Penalty: 5555.230957
	Iteration 7F: 3 clusters Score -1.14759e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -11477488.000000 Penalty: 5555.230957
	Iteration 8Q: 3 clusters Score -1.147749e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -11478522.000000 Penalty: 5555.230957
	Iteration 9Q: 3 clusters Score -1.147852e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -11479415.000000 Penalty: 5555.230957
	Iteration 10Q: 3 clusters Score -1.147942e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -11480032.000000 Penalty: 5555.230957
	Iteration 11Q: 3 clusters Score -1.148003e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -11480565.000000 Penalty: 5555.230957
	Iteration 12Q: 3 clusters Score -1.148056e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -11481002.000000 Penalty: 5555.230957
	Iteration 13Q: 3 clusters Score -1.1481e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -11481435.000000 Penalty: 5555.230957
	Iteration 14Q: 3 clusters Score -1.148144e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -11481753.000000 Penalty: 5555.230957
	Iteration 15Q: 3 clusters Score -1.148175e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -11482014.000000 Penalty: 5555.230957
	Iteration 16Q: 3 clusters Score -1.148201e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -11482201.000000 Penalty: 5555.230957
	Iteration 17Q: 3 clusters Score -1.14822e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -11482404.000000 Penalty: 5555.230957
	Iteration 18Q: 3 clusters Score -1.14824e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -11482518.000000 Penalty: 5555.230957
	Iteration 19Q: 3 clusters Score -1.148252e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -11482685.000000 Penalty: 5555.230957
	Iteration 20F: 3 clusters Score -1.148268e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -11482895.000000 Penalty: 5555.230957
	Iteration 21Q: 3 clusters Score -1.14829e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -11483129.000000 Penalty: 5555.230957
	Iteration 22Q: 3 clusters Score -1.148313e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -11483371.000000 Penalty: 5555.230957
	Iteration 23Q: 3 clusters Score -1.148337e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -11483657.000000 Penalty: 5555.230957
	Iteration 24Q: 3 clusters Score -1.148366e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -11483874.000000 Penalty: 5555.230957
	Iteration 25Q: 3 clusters Score -1.148387e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -11484081.000000 Penalty: 5555.230957
	Iteration 26Q: 3 clusters Score -1.148408e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -11484421.000000 Penalty: 5555.230957
	Iteration 27Q: 3 clusters Score -1.148442e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -11484688.000000 Penalty: 5555.230957
	Iteration 28Q: 3 clusters Score -1.148469e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -11485076.000000 Penalty: 5555.230957
	Iteration 29Q: 3 clusters Score -1.148508e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -11485573.000000 Penalty: 5555.230957
	Iteration 30Q: 3 clusters Score -1.148557e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -11486018.000000 Penalty: 5555.230957
	Iteration 31Q: 3 clusters Score -1.148602e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -11486483.000000 Penalty: 5555.230957
	Iteration 32Q: 3 clusters Score -1.148648e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -11486852.000000 Penalty: 5555.230957
	Iteration 33Q: 3 clusters Score -1.148685e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -11487099.000000 Penalty: 5555.230957
	Iteration 34Q: 3 clusters Score -1.14871e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -11487248.000000 Penalty: 5555.230957
	Iteration 35Q: 3 clusters Score -1.148725e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -11487337.000000 Penalty: 5555.230957
	Iteration 36Q: 3 clusters Score -1.148734e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -11487296.000000 Penalty: 5555.230957
	Iteration 37Q: 3 clusters Score -1.14873e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -11487315.000000 Penalty: 5555.230957
	Iteration 38Q: 3 clusters Score -1.148732e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -11487348.000000 Penalty: 5555.230957
	Iteration 39Q: 3 clusters Score -1.148735e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -11487371.000000 Penalty: 5555.230957
	Iteration 40F: 3 clusters Score -1.148737e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -11487388.000000 Penalty: 5555.230957
	Iteration 41Q: 3 clusters Score -1.148739e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -11487396.000000 Penalty: 5555.230957
	Iteration 42Q: 3 clusters Score -1.14874e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -11487392.000000 Penalty: 5555.230957
	Iteration 43Q: 3 clusters Score -1.148739e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -11487409.000000 Penalty: 5555.230957
	Iteration 44Q: 3 clusters Score -1.148741e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -11487426.000000 Penalty: 5555.230957
	Iteration 45Q: 3 clusters Score -1.148743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -11487444.000000 Penalty: 5555.230957
	Iteration 46Q: 3 clusters Score -1.148744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -11487458.000000 Penalty: 5555.230957
	Iteration 47Q: 3 clusters Score -1.148746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -11487463.000000 Penalty: 5555.230957
	Iteration 48Q: 3 clusters Score -1.148746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -11487453.000000 Penalty: 5555.230957
	Iteration 49Q: 3 clusters Score -1.148745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -11487453.000000 Penalty: 5555.230957
	Iteration 50F: 3 clusters Score -1.148745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 10102 members 
Mstep: Class 9 contains 28408 members 
Mstep: Class 10 contains 1904 members 
Mstep: Class 11 contains 22606 members 
Mstep: Class 12 contains 24667 members 
Mstep: Class 13 contains 38259 members 
Mstep: Class 14 contains 138515 members 
Mstep: Class 15 contains 75747 members 
Mstep: Class 16 contains 117442 members 
Mstep: Class 17 contains 18295 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 32574 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 137482 members 
Mstep: Class 24 contains 44727 members 
Entering Unmasked Estep 
Score: -122322560.000000 Penalty: 80909.203125
Splitting cluster 9 changes total score from -122257608.000000 to -122322560.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (1904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Entering Unmasked Estep 
Score: -263394.093750 Penalty: 1872.824585
	Iteration 0F: 2 clusters Score -263394.1 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 960 members 
Entering Unmasked Estep 
Score: -261196.953125 Penalty: 3745.649170
	Iteration 0F: 3 clusters Score -261197 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -262860.687500 Penalty: 3745.649170
	Iteration 1F: 3 clusters Score -262860.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -264516.468750 Penalty: 3745.649170
	Iteration 2F: 3 clusters Score -264516.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -266054.843750 Penalty: 3745.649170
	Iteration 3F: 3 clusters Score -266054.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -266498.343750 Penalty: 3745.649170
	Iteration 4Q: 3 clusters Score -266498.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -266596.125000 Penalty: 3745.649170
	Iteration 5Q: 3 clusters Score -266596.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -266623.125000 Penalty: 3745.649170
	Iteration 6Q: 3 clusters Score -266623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -266630.437500 Penalty: 3745.649170
	Iteration 7Q: 3 clusters Score -266630.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -266633.468750 Penalty: 3745.649170
	Iteration 8Q: 3 clusters Score -266633.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -266633.468750 Penalty: 3745.649170
	Iteration 9F: 3 clusters Score -266633.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 10102 members 
Mstep: Class 9 contains 28408 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 22606 members 
Mstep: Class 12 contains 24667 members 
Mstep: Class 13 contains 38259 members 
Mstep: Class 14 contains 138515 members 
Mstep: Class 15 contains 75747 members 
Mstep: Class 16 contains 117442 members 
Mstep: Class 17 contains 18295 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 32574 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 137482 members 
Mstep: Class 24 contains 44727 members 
Mstep: Class 25 contains 493 members 
Entering Unmasked Estep 
Score: -122324552.000000 Penalty: 84280.421875
Splitting cluster 10 changes total score from -122257608.000000 to -122324552.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (22606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Entering Unmasked Estep 
Score: -3479035.000000 Penalty: 2486.440674
	Iteration 0F: 2 clusters Score -3479035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -3463321.250000 Penalty: 4972.881348
	Iteration 0F: 3 clusters Score -3463321 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3469106.250000 Penalty: 4972.881348
	Iteration 1F: 3 clusters Score -3469106 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3470598.250000 Penalty: 4972.881348
	Iteration 2F: 3 clusters Score -3470598 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3472476.000000 Penalty: 4972.881348
	Iteration 3F: 3 clusters Score -3472476 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3474656.000000 Penalty: 4972.881348
	Iteration 4F: 3 clusters Score -3474656 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -3476661.500000 Penalty: 4972.881348
	Iteration 5F: 3 clusters Score -3476662 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3478437.250000 Penalty: 4972.881348
	Iteration 6F: 3 clusters Score -3478437 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3479951.500000 Penalty: 4972.881348
	Iteration 7F: 3 clusters Score -3479952 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3480961.250000 Penalty: 4972.881348
	Iteration 8Q: 3 clusters Score -3480961 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3481595.500000 Penalty: 4972.881348
	Iteration 9Q: 3 clusters Score -3481596 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3481929.000000 Penalty: 4972.881348
	Iteration 10Q: 3 clusters Score -3481929 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3482115.750000 Penalty: 4972.881348
	Iteration 11Q: 3 clusters Score -3482116 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3482229.250000 Penalty: 4972.881348
	Iteration 12Q: 3 clusters Score -3482229 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -3482347.750000 Penalty: 4972.881348
	Iteration 13Q: 3 clusters Score -3482348 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3482449.500000 Penalty: 4972.881348
	Iteration 14Q: 3 clusters Score -3482450 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3482511.750000 Penalty: 4972.881348
	Iteration 15Q: 3 clusters Score -3482512 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -3482548.000000 Penalty: 4972.881348
	Iteration 16Q: 3 clusters Score -3482548 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3482592.500000 Penalty: 4972.881348
	Iteration 17Q: 3 clusters Score -3482592 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3482628.750000 Penalty: 4972.881348
	Iteration 18Q: 3 clusters Score -3482629 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3482653.500000 Penalty: 4972.881348
	Iteration 19Q: 3 clusters Score -3482654 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3482681.750000 Penalty: 4972.881348
	Iteration 20F: 3 clusters Score -3482682 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3482702.750000 Penalty: 4972.881348
	Iteration 21Q: 3 clusters Score -3482703 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3482712.750000 Penalty: 4972.881348
	Iteration 22Q: 3 clusters Score -3482713 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -3482727.000000 Penalty: 4972.881348
	Iteration 23Q: 3 clusters Score -3482727 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -3482726.750000 Penalty: 4972.881348
	Iteration 24Q: 3 clusters Score -3482727 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3482738.000000 Penalty: 4972.881348
	Iteration 25Q: 3 clusters Score -3482738 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3482762.750000 Penalty: 4972.881348
	Iteration 26Q: 3 clusters Score -3482763 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -3482765.750000 Penalty: 4972.881348
	Iteration 27Q: 3 clusters Score -3482766 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3482789.500000 Penalty: 4972.881348
	Iteration 28Q: 3 clusters Score -3482790 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3482814.750000 Penalty: 4972.881348
	Iteration 29Q: 3 clusters Score -3482815 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3482848.500000 Penalty: 4972.881348
	Iteration 30Q: 3 clusters Score -3482848 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3482884.250000 Penalty: 4972.881348
	Iteration 31Q: 3 clusters Score -3482884 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -3482943.750000 Penalty: 4972.881348
	Iteration 32Q: 3 clusters Score -3482944 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3483062.750000 Penalty: 4972.881348
	Iteration 33Q: 3 clusters Score -3483063 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3483248.250000 Penalty: 4972.881348
	Iteration 34Q: 3 clusters Score -3483248 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3483589.500000 Penalty: 4972.881348
	Iteration 35Q: 3 clusters Score -3483590 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -3483957.250000 Penalty: 4972.881348
	Iteration 36Q: 3 clusters Score -3483957 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3484284.750000 Penalty: 4972.881348
	Iteration 37Q: 3 clusters Score -3484285 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -3484506.250000 Penalty: 4972.881348
	Iteration 38Q: 3 clusters Score -3484506 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -3484624.000000 Penalty: 4972.881348
	Iteration 39Q: 3 clusters Score -3484624 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3484746.250000 Penalty: 4972.881348
	Iteration 40F: 3 clusters Score -3484746 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3484804.750000 Penalty: 4972.881348
	Iteration 41Q: 3 clusters Score -3484805 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3484833.500000 Penalty: 4972.881348
	Iteration 42Q: 3 clusters Score -3484834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -3484825.250000 Penalty: 4972.881348
	Iteration 43Q: 3 clusters Score -3484825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3484824.750000 Penalty: 4972.881348
	Iteration 44Q: 3 clusters Score -3484825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -3484830.250000 Penalty: 4972.881348
	Iteration 45Q: 3 clusters Score -3484830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -3484831.500000 Penalty: 4972.881348
	Iteration 46Q: 3 clusters Score -3484832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3484830.500000 Penalty: 4972.881348
	Iteration 47Q: 3 clusters Score -3484830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -3484831.500000 Penalty: 4972.881348
	Iteration 48Q: 3 clusters Score -3484832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -3484836.000000 Penalty: 4972.881348
	Iteration 49Q: 3 clusters Score -3484836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3484833.500000 Penalty: 4972.881348
	Iteration 50Q: 3 clusters Score -3484834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3484833.500000 Penalty: 4972.881348
	Iteration 51F: 3 clusters Score -3484834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 10102 members 
Mstep: Class 9 contains 28408 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 12858 members 
Mstep: Class 12 contains 24667 members 
Mstep: Class 13 contains 38259 members 
Mstep: Class 14 contains 138515 members 
Mstep: Class 15 contains 75747 members 
Mstep: Class 16 contains 117442 members 
Mstep: Class 17 contains 18295 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 32574 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 137482 members 
Mstep: Class 24 contains 44727 members 
Mstep: Class 25 contains 493 members 
Mstep: Class 26 contains 9748 members 
Entering Unmasked Estep 
Score: -122329520.000000 Penalty: 87651.640625
Splitting cluster 11 changes total score from -122257608.000000 to -122329520.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (24667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Entering Unmasked Estep 
Score: -3429675.500000 Penalty: 2508.078857
	Iteration 0F: 2 clusters Score -3429676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -3413310.500000 Penalty: 5016.157715
	Iteration 0F: 3 clusters Score -3413310 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3426128.250000 Penalty: 5016.157715
	Iteration 1F: 3 clusters Score -3426128 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -3430703.500000 Penalty: 5016.157715
	Iteration 2F: 3 clusters Score -3430704 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -3433564.250000 Penalty: 5016.157715
	Iteration 3F: 3 clusters Score -3433564 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -3435714.750000 Penalty: 5016.157715
	Iteration 4F: 3 clusters Score -3435715 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3437345.500000 Penalty: 5016.157715
	Iteration 5F: 3 clusters Score -3437346 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -3438290.750000 Penalty: 5016.157715
	Iteration 6Q: 3 clusters Score -3438291 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3438725.000000 Penalty: 5016.157715
	Iteration 7Q: 3 clusters Score -3438725 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -3438987.250000 Penalty: 5016.157715
	Iteration 8Q: 3 clusters Score -3438987 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -3439129.750000 Penalty: 5016.157715
	Iteration 9Q: 3 clusters Score -3439130 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3439191.750000 Penalty: 5016.157715
	Iteration 10Q: 3 clusters Score -3439192 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3439213.750000 Penalty: 5016.157715
	Iteration 11Q: 3 clusters Score -3439214 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -3439211.500000 Penalty: 5016.157715
	Iteration 12Q: 3 clusters Score -3439212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -3439212.000000 Penalty: 5016.157715
	Iteration 13Q: 3 clusters Score -3439212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3439209.750000 Penalty: 5016.157715
	Iteration 14Q: 3 clusters Score -3439210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -3439221.500000 Penalty: 5016.157715
	Iteration 15Q: 3 clusters Score -3439222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3439226.750000 Penalty: 5016.157715
	Iteration 16Q: 3 clusters Score -3439227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3439225.500000 Penalty: 5016.157715
	Iteration 17Q: 3 clusters Score -3439226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3439228.750000 Penalty: 5016.157715
	Iteration 18Q: 3 clusters Score -3439229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3439229.250000 Penalty: 5016.157715
	Iteration 19Q: 3 clusters Score -3439229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -3439232.000000 Penalty: 5016.157715
	Iteration 20F: 3 clusters Score -3439232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -3439231.750000 Penalty: 5016.157715
	Iteration 21Q: 3 clusters Score -3439232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3439229.750000 Penalty: 5016.157715
	Iteration 22Q: 3 clusters Score -3439230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -3439231.750000 Penalty: 5016.157715
	Iteration 23Q: 3 clusters Score -3439232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -3439229.250000 Penalty: 5016.157715
	Iteration 24Q: 3 clusters Score -3439229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -3439231.000000 Penalty: 5016.157715
	Iteration 25Q: 3 clusters Score -3439231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3439232.500000 Penalty: 5016.157715
	Iteration 26Q: 3 clusters Score -3439232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -3439231.750000 Penalty: 5016.157715
	Iteration 27Q: 3 clusters Score -3439232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -3439233.000000 Penalty: 5016.157715
	Iteration 28Q: 3 clusters Score -3439233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -3439237.000000 Penalty: 5016.157715
	Iteration 29Q: 3 clusters Score -3439237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -3439237.000000 Penalty: 5016.157715
	Iteration 30F: 3 clusters Score -3439237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 10102 members 
Mstep: Class 9 contains 28408 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 12858 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 38259 members 
Mstep: Class 14 contains 138515 members 
Mstep: Class 15 contains 75747 members 
Mstep: Class 16 contains 117442 members 
Mstep: Class 17 contains 18295 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 32574 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 137482 members 
Mstep: Class 24 contains 44727 members 
Mstep: Class 25 contains 493 members 
Mstep: Class 26 contains 9748 members 
Mstep: Class 27 contains 19536 members 
Entering Unmasked Estep 
Score: -122338192.000000 Penalty: 91022.859375
Splitting cluster 12 changes total score from -122257608.000000 to -122338192.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (38259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Entering Unmasked Estep 
Score: -5975345.000000 Penalty: 2616.929443
	Iteration 0F: 2 clusters Score -5975345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -5949809.000000 Penalty: 5233.858887
	Iteration 0F: 3 clusters Score -5949809 nChanged 17624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -5963838.000000 Penalty: 5233.858887
	Iteration 1F: 3 clusters Score -5963838 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -5969053.500000 Penalty: 5233.858887
	Iteration 2F: 3 clusters Score -5969054 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -5973165.500000 Penalty: 5233.858887
	Iteration 3F: 3 clusters Score -5973166 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -5975283.000000 Penalty: 5233.858887
	Iteration 4F: 3 clusters Score -5975283 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -5976348.000000 Penalty: 5233.858887
	Iteration 5Q: 3 clusters Score -5976348 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -5976962.500000 Penalty: 5233.858887
	Iteration 6Q: 3 clusters Score -5976962 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -5977426.000000 Penalty: 5233.858887
	Iteration 7Q: 3 clusters Score -5977426 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -5977812.500000 Penalty: 5233.858887
	Iteration 8Q: 3 clusters Score -5977812 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -5978110.000000 Penalty: 5233.858887
	Iteration 9Q: 3 clusters Score -5978110 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -5978290.000000 Penalty: 5233.858887
	Iteration 10Q: 3 clusters Score -5978290 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -5978409.500000 Penalty: 5233.858887
	Iteration 11Q: 3 clusters Score -5978410 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5978544.500000 Penalty: 5233.858887
	Iteration 12Q: 3 clusters Score -5978544 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -5978608.000000 Penalty: 5233.858887
	Iteration 13Q: 3 clusters Score -5978608 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5978624.500000 Penalty: 5233.858887
	Iteration 14Q: 3 clusters Score -5978624 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -5978644.500000 Penalty: 5233.858887
	Iteration 15Q: 3 clusters Score -5978644 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -5978659.500000 Penalty: 5233.858887
	Iteration 16Q: 3 clusters Score -5978660 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5978683.500000 Penalty: 5233.858887
	Iteration 17Q: 3 clusters Score -5978684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5978690.000000 Penalty: 5233.858887
	Iteration 18Q: 3 clusters Score -5978690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5978696.000000 Penalty: 5233.858887
	Iteration 19Q: 3 clusters Score -5978696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5978699.000000 Penalty: 5233.858887
	Iteration 20F: 3 clusters Score -5978699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5978695.500000 Penalty: 5233.858887
	Iteration 21Q: 3 clusters Score -5978696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -5978706.500000 Penalty: 5233.858887
	Iteration 22Q: 3 clusters Score -5978706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -5978709.000000 Penalty: 5233.858887
	Iteration 23Q: 3 clusters Score -5978709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -5978709.500000 Penalty: 5233.858887
	Iteration 24Q: 3 clusters Score -5978710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -5978698.000000 Penalty: 5233.858887
	Iteration 25Q: 3 clusters Score -5978698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5978696.000000 Penalty: 5233.858887
	Iteration 26Q: 3 clusters Score -5978696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5978691.000000 Penalty: 5233.858887
	Iteration 27Q: 3 clusters Score -5978691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5978698.500000 Penalty: 5233.858887
	Iteration 28Q: 3 clusters Score -5978698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -5978708.000000 Penalty: 5233.858887
	Iteration 29Q: 3 clusters Score -5978708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5978715.500000 Penalty: 5233.858887
	Iteration 30Q: 3 clusters Score -5978716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -5978709.500000 Penalty: 5233.858887
	Iteration 31Q: 3 clusters Score -5978710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -5978719.000000 Penalty: 5233.858887
	Iteration 32Q: 3 clusters Score -5978719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5978724.000000 Penalty: 5233.858887
	Iteration 33Q: 3 clusters Score -5978724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5978721.500000 Penalty: 5233.858887
	Iteration 34Q: 3 clusters Score -5978722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5978715.500000 Penalty: 5233.858887
	Iteration 35Q: 3 clusters Score -5978716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -5978715.500000 Penalty: 5233.858887
	Iteration 36Q: 3 clusters Score -5978716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -5978713.000000 Penalty: 5233.858887
	Iteration 37Q: 3 clusters Score -5978713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5978713.500000 Penalty: 5233.858887
	Iteration 38Q: 3 clusters Score -5978714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5978719.500000 Penalty: 5233.858887
	Iteration 39Q: 3 clusters Score -5978720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5978724.500000 Penalty: 5233.858887
	Iteration 40F: 3 clusters Score -5978724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5978726.500000 Penalty: 5233.858887
	Iteration 41Q: 3 clusters Score -5978726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5978725.000000 Penalty: 5233.858887
	Iteration 42Q: 3 clusters Score -5978725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5978725.000000 Penalty: 5233.858887
	Iteration 43F: 3 clusters Score -5978725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 10102 members 
Mstep: Class 9 contains 28408 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 12858 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 35500 members 
Mstep: Class 14 contains 138515 members 
Mstep: Class 15 contains 75747 members 
Mstep: Class 16 contains 117442 members 
Mstep: Class 17 contains 18295 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 32574 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 137482 members 
Mstep: Class 24 contains 44727 members 
Mstep: Class 25 contains 493 members 
Mstep: Class 26 contains 9748 members 
Mstep: Class 27 contains 19536 members 
Mstep: Class 28 contains 2759 members 
Entering Unmasked Estep 
Score: -122340768.000000 Penalty: 94394.070312
Splitting cluster 13 changes total score from -122257608.000000 to -122340768.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (138515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138515 members 
Entering Unmasked Estep 
Score: -22151574.000000 Penalty: 2936.005859
	Iteration 0F: 2 clusters Score -2.215157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -22084202.000000 Penalty: 5872.011719
	Iteration 0F: 3 clusters Score -2.20842e+07 nChanged 66013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73784 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -22123550.000000 Penalty: 5872.011719
	Iteration 1F: 3 clusters Score -2.212355e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76521 members 
Mstep: Class 2 contains 61994 members 
Entering Unmasked Estep 
Score: -22127860.000000 Penalty: 5872.011719
	Iteration 2Q: 3 clusters Score -2.212786e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -22135826.000000 Penalty: 5872.011719
	Iteration 3F: 3 clusters Score -2.213583e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80423 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -22144080.000000 Penalty: 5872.011719
	Iteration 4F: 3 clusters Score -2.214408e+07 nChanged 10378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78175 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -22150640.000000 Penalty: 5872.011719
	Iteration 5F: 3 clusters Score -2.215064e+07 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -22156280.000000 Penalty: 5872.011719
	Iteration 6F: 3 clusters Score -2.215628e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
Score: -22161144.000000 Penalty: 5872.011719
	Iteration 7F: 3 clusters Score -2.216114e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 73319 members 
Entering Unmasked Estep 
Score: -22164720.000000 Penalty: 5872.011719
	Iteration 8F: 3 clusters Score -2.216472e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 77821 members 
Entering Unmasked Estep 
Score: -22167174.000000 Penalty: 5872.011719
	Iteration 9Q: 3 clusters Score -2.216717e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56012 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -22169496.000000 Penalty: 5872.011719
	Iteration 10Q: 3 clusters Score -2.21695e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 87379 members 
Entering Unmasked Estep 
Score: -22171954.000000 Penalty: 5872.011719
	Iteration 11Q: 3 clusters Score -2.217195e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 92212 members 
Entering Unmasked Estep 
Score: -22174056.000000 Penalty: 5872.011719
	Iteration 12Q: 3 clusters Score -2.217406e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -22175854.000000 Penalty: 5872.011719
	Iteration 13Q: 3 clusters Score -2.217585e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 100349 members 
Entering Unmasked Estep 
Score: -22177606.000000 Penalty: 5872.011719
	Iteration 14Q: 3 clusters Score -2.217761e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 103634 members 
Entering Unmasked Estep 
Score: -22179340.000000 Penalty: 5872.011719
	Iteration 15Q: 3 clusters Score -2.217934e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 106381 members 
Entering Unmasked Estep 
Score: -22181174.000000 Penalty: 5872.011719
	Iteration 16Q: 3 clusters Score -2.218117e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 108665 members 
Entering Unmasked Estep 
Score: -22182708.000000 Penalty: 5872.011719
	Iteration 17Q: 3 clusters Score -2.218271e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 110495 members 
Entering Unmasked Estep 
Score: -22183870.000000 Penalty: 5872.011719
	Iteration 18Q: 3 clusters Score -2.218387e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 111923 members 
Entering Unmasked Estep 
Score: -22184518.000000 Penalty: 5872.011719
	Iteration 19Q: 3 clusters Score -2.218452e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 113107 members 
Entering Unmasked Estep 
Score: -22184946.000000 Penalty: 5872.011719
	Iteration 20F: 3 clusters Score -2.218495e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 114076 members 
Entering Unmasked Estep 
Score: -22185126.000000 Penalty: 5872.011719
	Iteration 21Q: 3 clusters Score -2.218513e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 114857 members 
Entering Unmasked Estep 
Score: -22185134.000000 Penalty: 5872.011719
	Iteration 22Q: 3 clusters Score -2.218513e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 115494 members 
Entering Unmasked Estep 
Score: -22185200.000000 Penalty: 5872.011719
	Iteration 23Q: 3 clusters Score -2.21852e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 116010 members 
Entering Unmasked Estep 
Score: -22185162.000000 Penalty: 5872.011719
	Iteration 24Q: 3 clusters Score -2.218516e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 116429 members 
Entering Unmasked Estep 
Score: -22185224.000000 Penalty: 5872.011719
	Iteration 25Q: 3 clusters Score -2.218522e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 116772 members 
Entering Unmasked Estep 
Score: -22185274.000000 Penalty: 5872.011719
	Iteration 26Q: 3 clusters Score -2.218527e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 117045 members 
Entering Unmasked Estep 
Score: -22185138.000000 Penalty: 5872.011719
	Iteration 27Q: 3 clusters Score -2.218514e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 117261 members 
Entering Unmasked Estep 
Score: -22185062.000000 Penalty: 5872.011719
	Iteration 28Q: 3 clusters Score -2.218506e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 117417 members 
Entering Unmasked Estep 
Score: -22185074.000000 Penalty: 5872.011719
	Iteration 29Q: 3 clusters Score -2.218507e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 117536 members 
Entering Unmasked Estep 
Score: -22185062.000000 Penalty: 5872.011719
	Iteration 30Q: 3 clusters Score -2.218506e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 117634 members 
Entering Unmasked Estep 
Score: -22185036.000000 Penalty: 5872.011719
	Iteration 31Q: 3 clusters Score -2.218504e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 117703 members 
Entering Unmasked Estep 
Score: -22185010.000000 Penalty: 5872.011719
	Iteration 32Q: 3 clusters Score -2.218501e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 117750 members 
Entering Unmasked Estep 
Score: -22185002.000000 Penalty: 5872.011719
	Iteration 33Q: 3 clusters Score -2.2185e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 117787 members 
Entering Unmasked Estep 
Score: -22185000.000000 Penalty: 5872.011719
	Iteration 34Q: 3 clusters Score -2.2185e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 117815 members 
Entering Unmasked Estep 
Score: -22184980.000000 Penalty: 5872.011719
	Iteration 35Q: 3 clusters Score -2.218498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 117827 members 
Entering Unmasked Estep 
Score: -22184986.000000 Penalty: 5872.011719
	Iteration 36Q: 3 clusters Score -2.218499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 117835 members 
Entering Unmasked Estep 
Score: -22184990.000000 Penalty: 5872.011719
	Iteration 37Q: 3 clusters Score -2.218499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 117838 members 
Entering Unmasked Estep 
Score: -22184976.000000 Penalty: 5872.011719
	Iteration 38Q: 3 clusters Score -2.218498e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 117839 members 
Entering Unmasked Estep 
Score: -22184972.000000 Penalty: 5872.011719
	Iteration 39Q: 3 clusters Score -2.218497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 117839 members 
Entering Unmasked Estep 
Score: -22184972.000000 Penalty: 5872.011719
	Iteration 40F: 3 clusters Score -2.218497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 10102 members 
Mstep: Class 9 contains 28408 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 12858 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 35500 members 
Mstep: Class 14 contains 20676 members 
Mstep: Class 15 contains 75747 members 
Mstep: Class 16 contains 117442 members 
Mstep: Class 17 contains 18295 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 32574 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 137482 members 
Mstep: Class 24 contains 44727 members 
Mstep: Class 25 contains 493 members 
Mstep: Class 26 contains 9748 members 
Mstep: Class 27 contains 19536 members 
Mstep: Class 28 contains 2759 members 
Mstep: Class 29 contains 117839 members 
Entering Unmasked Estep 
Score: -122373808.000000 Penalty: 97765.289062
Splitting cluster 14 changes total score from -122257608.000000 to -122373808.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (75747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75747 members 
Entering Unmasked Estep 
Score: -11741466.000000 Penalty: 2786.318115
	Iteration 0F: 2 clusters Score -1.174147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -11690985.000000 Penalty: 5572.636230
	Iteration 0F: 3 clusters Score -1.169098e+07 nChanged 35543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -11713781.000000 Penalty: 5572.636230
	Iteration 1F: 3 clusters Score -1.171378e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -11719417.000000 Penalty: 5572.636230
	Iteration 2F: 3 clusters Score -1.171942e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -11725353.000000 Penalty: 5572.636230
	Iteration 3F: 3 clusters Score -1.172535e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -11730414.000000 Penalty: 5572.636230
	Iteration 4F: 3 clusters Score -1.173041e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -11734232.000000 Penalty: 5572.636230
	Iteration 5F: 3 clusters Score -1.173423e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -11737570.000000 Penalty: 5572.636230
	Iteration 6F: 3 clusters Score -1.173757e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -11741408.000000 Penalty: 5572.636230
	Iteration 7F: 3 clusters Score -1.174141e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -11744863.000000 Penalty: 5572.636230
	Iteration 8F: 3 clusters Score -1.174486e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54473 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -11747604.000000 Penalty: 5572.636230
	Iteration 9Q: 3 clusters Score -1.17476e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -11749569.000000 Penalty: 5572.636230
	Iteration 10Q: 3 clusters Score -1.174957e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -11751212.000000 Penalty: 5572.636230
	Iteration 11Q: 3 clusters Score -1.175121e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -11752450.000000 Penalty: 5572.636230
	Iteration 12Q: 3 clusters Score -1.175245e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -11753321.000000 Penalty: 5572.636230
	Iteration 13Q: 3 clusters Score -1.175332e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -11753947.000000 Penalty: 5572.636230
	Iteration 14Q: 3 clusters Score -1.175395e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -11754306.000000 Penalty: 5572.636230
	Iteration 15Q: 3 clusters Score -1.175431e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63550 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -11754473.000000 Penalty: 5572.636230
	Iteration 16Q: 3 clusters Score -1.175447e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -11754629.000000 Penalty: 5572.636230
	Iteration 17Q: 3 clusters Score -1.175463e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64220 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -11754674.000000 Penalty: 5572.636230
	Iteration 18Q: 3 clusters Score -1.175467e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -11754699.000000 Penalty: 5572.636230
	Iteration 19Q: 3 clusters Score -1.17547e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -11754769.000000 Penalty: 5572.636230
	Iteration 20F: 3 clusters Score -1.175477e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64783 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -11754769.000000 Penalty: 5572.636230
	Iteration 21Q: 3 clusters Score -1.175477e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -11754766.000000 Penalty: 5572.636230
	Iteration 22Q: 3 clusters Score -1.175477e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65022 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -11754799.000000 Penalty: 5572.636230
	Iteration 23Q: 3 clusters Score -1.17548e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -11754786.000000 Penalty: 5572.636230
	Iteration 24Q: 3 clusters Score -1.175479e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -11754781.000000 Penalty: 5572.636230
	Iteration 25Q: 3 clusters Score -1.175478e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -11754791.000000 Penalty: 5572.636230
	Iteration 26Q: 3 clusters Score -1.175479e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -11754797.000000 Penalty: 5572.636230
	Iteration 27Q: 3 clusters Score -1.17548e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -11754807.000000 Penalty: 5572.636230
	Iteration 28Q: 3 clusters Score -1.175481e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65340 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -11754816.000000 Penalty: 5572.636230
	Iteration 29Q: 3 clusters Score -1.175482e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -11754825.000000 Penalty: 5572.636230
	Iteration 30Q: 3 clusters Score -1.175482e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -11754821.000000 Penalty: 5572.636230
	Iteration 31Q: 3 clusters Score -1.175482e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65463 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -11754825.000000 Penalty: 5572.636230
	Iteration 32Q: 3 clusters Score -1.175482e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -11754830.000000 Penalty: 5572.636230
	Iteration 33Q: 3 clusters Score -1.175483e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -11754829.000000 Penalty: 5572.636230
	Iteration 34Q: 3 clusters Score -1.175483e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -11754835.000000 Penalty: 5572.636230
	Iteration 35Q: 3 clusters Score -1.175484e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -11754844.000000 Penalty: 5572.636230
	Iteration 36Q: 3 clusters Score -1.175484e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -11754853.000000 Penalty: 5572.636230
	Iteration 37Q: 3 clusters Score -1.175485e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65675 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -11754849.000000 Penalty: 5572.636230
	Iteration 38Q: 3 clusters Score -1.175485e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -11754849.000000 Penalty: 5572.636230
	Iteration 39Q: 3 clusters Score -1.175485e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -11754870.000000 Penalty: 5572.636230
	Iteration 40F: 3 clusters Score -1.175487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -11754858.000000 Penalty: 5572.636230
	Iteration 41Q: 3 clusters Score -1.175486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65738 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -11754884.000000 Penalty: 5572.636230
	Iteration 42Q: 3 clusters Score -1.175488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -11754882.000000 Penalty: 5572.636230
	Iteration 43Q: 3 clusters Score -1.175488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65747 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -11754879.000000 Penalty: 5572.636230
	Iteration 44Q: 3 clusters Score -1.175488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -11754880.000000 Penalty: 5572.636230
	Iteration 45Q: 3 clusters Score -1.175488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -11754881.000000 Penalty: 5572.636230
	Iteration 46Q: 3 clusters Score -1.175488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -11754885.000000 Penalty: 5572.636230
	Iteration 47Q: 3 clusters Score -1.175488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -11754882.000000 Penalty: 5572.636230
	Iteration 48Q: 3 clusters Score -1.175488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -11754882.000000 Penalty: 5572.636230
	Iteration 49F: 3 clusters Score -1.175488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 10102 members 
Mstep: Class 9 contains 28408 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 12858 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 35500 members 
Mstep: Class 14 contains 20676 members 
Mstep: Class 15 contains 65754 members 
Mstep: Class 16 contains 117442 members 
Mstep: Class 17 contains 18295 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 32574 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 137482 members 
Mstep: Class 24 contains 44727 members 
Mstep: Class 25 contains 493 members 
Mstep: Class 26 contains 9748 members 
Mstep: Class 27 contains 19536 members 
Mstep: Class 28 contains 2759 members 
Mstep: Class 29 contains 117839 members 
Mstep: Class 30 contains 9993 members 
Entering Unmasked Estep 
Score: -122386720.000000 Penalty: 101136.507812
Splitting cluster 15 changes total score from -122257608.000000 to -122386720.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (117442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117442 members 
Entering Unmasked Estep 
Score: -18513258.000000 Penalty: 2895.077637
	Iteration 0F: 2 clusters Score -1.851326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -18439962.000000 Penalty: 5790.155273
	Iteration 0F: 3 clusters Score -1.843996e+07 nChanged 55783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -18472410.000000 Penalty: 5790.155273
	Iteration 1F: 3 clusters Score -1.847241e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 57003 members 
Entering Unmasked Estep 
Score: -18473618.000000 Penalty: 5790.155273
	Iteration 2Q: 3 clusters Score -1.847362e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -18475036.000000 Penalty: 5790.155273
	Iteration 3Q: 3 clusters Score -1.847504e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -18477442.000000 Penalty: 5790.155273
	Iteration 4Q: 3 clusters Score -1.847744e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63798 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -18481934.000000 Penalty: 5790.155273
	Iteration 5F: 3 clusters Score -1.848193e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66330 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -18488906.000000 Penalty: 5790.155273
	Iteration 6F: 3 clusters Score -1.848891e+07 nChanged 9607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69501 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -18498282.000000 Penalty: 5790.155273
	Iteration 7F: 3 clusters Score -1.849828e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -18507760.000000 Penalty: 5790.155273
	Iteration 8F: 3 clusters Score -1.850776e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -18514472.000000 Penalty: 5790.155273
	Iteration 9F: 3 clusters Score -1.851447e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -18519074.000000 Penalty: 5790.155273
	Iteration 10Q: 3 clusters Score -1.851907e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -18521918.000000 Penalty: 5790.155273
	Iteration 11Q: 3 clusters Score -1.852192e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -18523158.000000 Penalty: 5790.155273
	Iteration 12Q: 3 clusters Score -1.852316e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76200 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -18523660.000000 Penalty: 5790.155273
	Iteration 13Q: 3 clusters Score -1.852366e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75901 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -18524010.000000 Penalty: 5790.155273
	Iteration 14Q: 3 clusters Score -1.852401e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -18524116.000000 Penalty: 5790.155273
	Iteration 15Q: 3 clusters Score -1.852412e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -18524232.000000 Penalty: 5790.155273
	Iteration 16Q: 3 clusters Score -1.852423e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74978 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -18524336.000000 Penalty: 5790.155273
	Iteration 17Q: 3 clusters Score -1.852434e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74687 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -18524426.000000 Penalty: 5790.155273
	Iteration 18Q: 3 clusters Score -1.852443e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -18524428.000000 Penalty: 5790.155273
	Iteration 19Q: 3 clusters Score -1.852443e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -18524438.000000 Penalty: 5790.155273
	Iteration 20F: 3 clusters Score -1.852444e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -18524488.000000 Penalty: 5790.155273
	Iteration 21Q: 3 clusters Score -1.852449e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73663 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -18524526.000000 Penalty: 5790.155273
	Iteration 22Q: 3 clusters Score -1.852453e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73412 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -18524542.000000 Penalty: 5790.155273
	Iteration 23Q: 3 clusters Score -1.852454e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -18524574.000000 Penalty: 5790.155273
	Iteration 24Q: 3 clusters Score -1.852457e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72970 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -18524578.000000 Penalty: 5790.155273
	Iteration 25Q: 3 clusters Score -1.852458e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72788 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -18524614.000000 Penalty: 5790.155273
	Iteration 26Q: 3 clusters Score -1.852461e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -18524604.000000 Penalty: 5790.155273
	Iteration 27Q: 3 clusters Score -1.85246e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72499 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -18524624.000000 Penalty: 5790.155273
	Iteration 28Q: 3 clusters Score -1.852462e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -18524638.000000 Penalty: 5790.155273
	Iteration 29Q: 3 clusters Score -1.852464e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72205 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -18524638.000000 Penalty: 5790.155273
	Iteration 30Q: 3 clusters Score -1.852464e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -18524622.000000 Penalty: 5790.155273
	Iteration 31Q: 3 clusters Score -1.852462e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71891 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -18524614.000000 Penalty: 5790.155273
	Iteration 32Q: 3 clusters Score -1.852461e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71720 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -18524656.000000 Penalty: 5790.155273
	Iteration 33Q: 3 clusters Score -1.852466e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71535 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -18524676.000000 Penalty: 5790.155273
	Iteration 34Q: 3 clusters Score -1.852468e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71342 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -18524656.000000 Penalty: 5790.155273
	Iteration 35Q: 3 clusters Score -1.852466e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -18524654.000000 Penalty: 5790.155273
	Iteration 36Q: 3 clusters Score -1.852465e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70935 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -18524706.000000 Penalty: 5790.155273
	Iteration 37Q: 3 clusters Score -1.852471e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70701 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -18524758.000000 Penalty: 5790.155273
	Iteration 38Q: 3 clusters Score -1.852476e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -18524790.000000 Penalty: 5790.155273
	Iteration 39Q: 3 clusters Score -1.852479e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -18524806.000000 Penalty: 5790.155273
	Iteration 40F: 3 clusters Score -1.852481e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -18524822.000000 Penalty: 5790.155273
	Iteration 41Q: 3 clusters Score -1.852482e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69834 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -18524850.000000 Penalty: 5790.155273
	Iteration 42Q: 3 clusters Score -1.852485e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69604 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -18524868.000000 Penalty: 5790.155273
	Iteration 43Q: 3 clusters Score -1.852487e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69382 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -18524906.000000 Penalty: 5790.155273
	Iteration 44Q: 3 clusters Score -1.852491e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -18524904.000000 Penalty: 5790.155273
	Iteration 45Q: 3 clusters Score -1.85249e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -18524896.000000 Penalty: 5790.155273
	Iteration 46Q: 3 clusters Score -1.85249e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -18524978.000000 Penalty: 5790.155273
	Iteration 47Q: 3 clusters Score -1.852498e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68516 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -18524996.000000 Penalty: 5790.155273
	Iteration 48Q: 3 clusters Score -1.8525e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -18525022.000000 Penalty: 5790.155273
	Iteration 49Q: 3 clusters Score -1.852502e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68091 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -18524998.000000 Penalty: 5790.155273
	Iteration 50Q: 3 clusters Score -1.8525e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -18525028.000000 Penalty: 5790.155273
	Iteration 51Q: 3 clusters Score -1.852503e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67706 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -18525068.000000 Penalty: 5790.155273
	Iteration 52Q: 3 clusters Score -1.852507e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67512 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -18525122.000000 Penalty: 5790.155273
	Iteration 53Q: 3 clusters Score -1.852512e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67308 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -18525166.000000 Penalty: 5790.155273
	Iteration 54Q: 3 clusters Score -1.852517e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -18525150.000000 Penalty: 5790.155273
	Iteration 55Q: 3 clusters Score -1.852515e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -18525150.000000 Penalty: 5790.155273
	Iteration 56Q: 3 clusters Score -1.852515e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -18525138.000000 Penalty: 5790.155273
	Iteration 57Q: 3 clusters Score -1.852514e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -18525182.000000 Penalty: 5790.155273
	Iteration 58Q: 3 clusters Score -1.852518e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66260 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -18525218.000000 Penalty: 5790.155273
	Iteration 59Q: 3 clusters Score -1.852522e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -18525180.000000 Penalty: 5790.155273
	Iteration 60F: 3 clusters Score -1.852518e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -18525240.000000 Penalty: 5790.155273
	Iteration 61Q: 3 clusters Score -1.852524e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65409 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -18525324.000000 Penalty: 5790.155273
	Iteration 62Q: 3 clusters Score -1.852532e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65112 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -18525342.000000 Penalty: 5790.155273
	Iteration 63Q: 3 clusters Score -1.852534e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -18525330.000000 Penalty: 5790.155273
	Iteration 64Q: 3 clusters Score -1.852533e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -18525354.000000 Penalty: 5790.155273
	Iteration 65Q: 3 clusters Score -1.852535e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -18525416.000000 Penalty: 5790.155273
	Iteration 66Q: 3 clusters Score -1.852542e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -18525452.000000 Penalty: 5790.155273
	Iteration 67Q: 3 clusters Score -1.852545e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -18525496.000000 Penalty: 5790.155273
	Iteration 68Q: 3 clusters Score -1.85255e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -18525490.000000 Penalty: 5790.155273
	Iteration 69Q: 3 clusters Score -1.852549e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -18525514.000000 Penalty: 5790.155273
	Iteration 70Q: 3 clusters Score -1.852551e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -18525464.000000 Penalty: 5790.155273
	Iteration 71Q: 3 clusters Score -1.852546e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62718 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -18525484.000000 Penalty: 5790.155273
	Iteration 72Q: 3 clusters Score -1.852548e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -18525472.000000 Penalty: 5790.155273
	Iteration 73Q: 3 clusters Score -1.852547e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -18525492.000000 Penalty: 5790.155273
	Iteration 74Q: 3 clusters Score -1.852549e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 55280 members 
Entering Unmasked Estep 
Score: -18525480.000000 Penalty: 5790.155273
	Iteration 75Q: 3 clusters Score -1.852548e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62002 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -18525476.000000 Penalty: 5790.155273
	Iteration 76Q: 3 clusters Score -1.852548e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
Score: -18525478.000000 Penalty: 5790.155273
	Iteration 77Q: 3 clusters Score -1.852548e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -18525468.000000 Penalty: 5790.155273
	Iteration 78Q: 3 clusters Score -1.852547e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -18525500.000000 Penalty: 5790.155273
	Iteration 79Q: 3 clusters Score -1.85255e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61423 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -18525502.000000 Penalty: 5790.155273
	Iteration 80F: 3 clusters Score -1.85255e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61299 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -18525506.000000 Penalty: 5790.155273
	Iteration 81Q: 3 clusters Score -1.852551e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -18525516.000000 Penalty: 5790.155273
	Iteration 82Q: 3 clusters Score -1.852552e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -18525526.000000 Penalty: 5790.155273
	Iteration 83Q: 3 clusters Score -1.852553e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61043 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -18525526.000000 Penalty: 5790.155273
	Iteration 84Q: 3 clusters Score -1.852553e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -18525534.000000 Penalty: 5790.155273
	Iteration 85Q: 3 clusters Score -1.852553e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -18525514.000000 Penalty: 5790.155273
	Iteration 86Q: 3 clusters Score -1.852551e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60879 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -18525526.000000 Penalty: 5790.155273
	Iteration 87Q: 3 clusters Score -1.852553e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -18525540.000000 Penalty: 5790.155273
	Iteration 88Q: 3 clusters Score -1.852554e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 56639 members 
Entering Unmasked Estep 
Score: -18525520.000000 Penalty: 5790.155273
	Iteration 89Q: 3 clusters Score -1.852552e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60773 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -18525512.000000 Penalty: 5790.155273
	Iteration 90Q: 3 clusters Score -1.852551e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -18525546.000000 Penalty: 5790.155273
	Iteration 91Q: 3 clusters Score -1.852555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -18525544.000000 Penalty: 5790.155273
	Iteration 92Q: 3 clusters Score -1.852554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -18525560.000000 Penalty: 5790.155273
	Iteration 93Q: 3 clusters Score -1.852556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -18525544.000000 Penalty: 5790.155273
	Iteration 94Q: 3 clusters Score -1.852554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -18525554.000000 Penalty: 5790.155273
	Iteration 95Q: 3 clusters Score -1.852555e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -18525552.000000 Penalty: 5790.155273
	Iteration 96Q: 3 clusters Score -1.852555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -18525570.000000 Penalty: 5790.155273
	Iteration 97Q: 3 clusters Score -1.852557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -18525572.000000 Penalty: 5790.155273
	Iteration 98Q: 3 clusters Score -1.852557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60627 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -18525568.000000 Penalty: 5790.155273
	Iteration 99Q: 3 clusters Score -1.852557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -18525566.000000 Penalty: 5790.155273
	Iteration 100F: 3 clusters Score -1.852557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60602 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -18525572.000000 Penalty: 5790.155273
	Iteration 101Q: 3 clusters Score -1.852557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -18525580.000000 Penalty: 5790.155273
	Iteration 102Q: 3 clusters Score -1.852558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -18525588.000000 Penalty: 5790.155273
	Iteration 103Q: 3 clusters Score -1.852559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -18525572.000000 Penalty: 5790.155273
	Iteration 104Q: 3 clusters Score -1.852557e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -18525586.000000 Penalty: 5790.155273
	Iteration 105Q: 3 clusters Score -1.852559e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 56908 members 
Entering Unmasked Estep 
Score: -18525578.000000 Penalty: 5790.155273
	Iteration 106Q: 3 clusters Score -1.852558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -18525588.000000 Penalty: 5790.155273
	Iteration 107Q: 3 clusters Score -1.852559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -18525590.000000 Penalty: 5790.155273
	Iteration 108Q: 3 clusters Score -1.852559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 56950 members 
Entering Unmasked Estep 
Score: -18525590.000000 Penalty: 5790.155273
	Iteration 109Q: 3 clusters Score -1.852559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -18525588.000000 Penalty: 5790.155273
	Iteration 110Q: 3 clusters Score -1.852559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -18525580.000000 Penalty: 5790.155273
	Iteration 111Q: 3 clusters Score -1.852558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60462 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -18525576.000000 Penalty: 5790.155273
	Iteration 112Q: 3 clusters Score -1.852558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -18525578.000000 Penalty: 5790.155273
	Iteration 113Q: 3 clusters Score -1.852558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -18525586.000000 Penalty: 5790.155273
	Iteration 114Q: 3 clusters Score -1.852559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
Score: -18525580.000000 Penalty: 5790.155273
	Iteration 115Q: 3 clusters Score -1.852558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -18525578.000000 Penalty: 5790.155273
	Iteration 116Q: 3 clusters Score -1.852558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60433 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -18525584.000000 Penalty: 5790.155273
	Iteration 117Q: 3 clusters Score -1.852558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -18525578.000000 Penalty: 5790.155273
	Iteration 118Q: 3 clusters Score -1.852558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -18525568.000000 Penalty: 5790.155273
	Iteration 119Q: 3 clusters Score -1.852557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -18525576.000000 Penalty: 5790.155273
	Iteration 120F: 3 clusters Score -1.852558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -18525574.000000 Penalty: 5790.155273
	Iteration 121Q: 3 clusters Score -1.852557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -18525582.000000 Penalty: 5790.155273
	Iteration 122Q: 3 clusters Score -1.852558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -18525560.000000 Penalty: 5790.155273
	Iteration 123Q: 3 clusters Score -1.852556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -18525562.000000 Penalty: 5790.155273
	Iteration 124Q: 3 clusters Score -1.852556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -18525564.000000 Penalty: 5790.155273
	Iteration 125Q: 3 clusters Score -1.852556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -18525566.000000 Penalty: 5790.155273
	Iteration 126Q: 3 clusters Score -1.852557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60397 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -18525560.000000 Penalty: 5790.155273
	Iteration 127Q: 3 clusters Score -1.852556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -18525558.000000 Penalty: 5790.155273
	Iteration 128Q: 3 clusters Score -1.852556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -18525566.000000 Penalty: 5790.155273
	Iteration 129Q: 3 clusters Score -1.852557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -18525568.000000 Penalty: 5790.155273
	Iteration 130Q: 3 clusters Score -1.852557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -18525568.000000 Penalty: 5790.155273
	Iteration 131F: 3 clusters Score -1.852557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 10102 members 
Mstep: Class 9 contains 28408 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 12858 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 35500 members 
Mstep: Class 14 contains 20676 members 
Mstep: Class 15 contains 65754 members 
Mstep: Class 16 contains 60391 members 
Mstep: Class 17 contains 18295 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 32574 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 137482 members 
Mstep: Class 24 contains 44727 members 
Mstep: Class 25 contains 493 members 
Mstep: Class 26 contains 9748 members 
Mstep: Class 27 contains 19536 members 
Mstep: Class 28 contains 2759 members 
Mstep: Class 29 contains 117839 members 
Mstep: Class 30 contains 9993 members 
Mstep: Class 31 contains 57051 members 
Entering Unmasked Estep 
Score: -122398176.000000 Penalty: 104507.726562
Splitting cluster 16 changes total score from -122257608.000000 to -122398176.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (18295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Entering Unmasked Estep 
Score: -2764635.750000 Penalty: 2433.967041
	Iteration 0F: 2 clusters Score -2764636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2751658.250000 Penalty: 4867.934082
	Iteration 0F: 3 clusters Score -2751658 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2757165.000000 Penalty: 4867.934082
	Iteration 1F: 3 clusters Score -2757165 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2759651.750000 Penalty: 4867.934082
	Iteration 2F: 3 clusters Score -2759652 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2761757.750000 Penalty: 4867.934082
	Iteration 3F: 3 clusters Score -2761758 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2763220.250000 Penalty: 4867.934082
	Iteration 4F: 3 clusters Score -2763220 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2764171.000000 Penalty: 4867.934082
	Iteration 5F: 3 clusters Score -2764171 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2764839.750000 Penalty: 4867.934082
	Iteration 6F: 3 clusters Score -2764840 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2765310.000000 Penalty: 4867.934082
	Iteration 7Q: 3 clusters Score -2765310 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2765777.000000 Penalty: 4867.934082
	Iteration 8Q: 3 clusters Score -2765777 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2766432.750000 Penalty: 4867.934082
	Iteration 9Q: 3 clusters Score -2766433 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2767806.500000 Penalty: 4867.934082
	Iteration 10Q: 3 clusters Score -2767806 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2769629.750000 Penalty: 4867.934082
	Iteration 11Q: 3 clusters Score -2769630 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2771068.500000 Penalty: 4867.934082
	Iteration 12Q: 3 clusters Score -2771068 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2772105.000000 Penalty: 4867.934082
	Iteration 13Q: 3 clusters Score -2772105 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2773009.250000 Penalty: 4867.934082
	Iteration 14Q: 3 clusters Score -2773009 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2773824.000000 Penalty: 4867.934082
	Iteration 15Q: 3 clusters Score -2773824 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2774237.500000 Penalty: 4867.934082
	Iteration 16Q: 3 clusters Score -2774238 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2774374.000000 Penalty: 4867.934082
	Iteration 17Q: 3 clusters Score -2774374 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2774416.750000 Penalty: 4867.934082
	Iteration 18Q: 3 clusters Score -2774417 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2774447.000000 Penalty: 4867.934082
	Iteration 19Q: 3 clusters Score -2774447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2774479.750000 Penalty: 4867.934082
	Iteration 20F: 3 clusters Score -2774480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2774505.000000 Penalty: 4867.934082
	Iteration 21Q: 3 clusters Score -2774505 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2774527.250000 Penalty: 4867.934082
	Iteration 22Q: 3 clusters Score -2774527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2774530.000000 Penalty: 4867.934082
	Iteration 23Q: 3 clusters Score -2774530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2774538.000000 Penalty: 4867.934082
	Iteration 24Q: 3 clusters Score -2774538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2774542.500000 Penalty: 4867.934082
	Iteration 25Q: 3 clusters Score -2774542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2774547.250000 Penalty: 4867.934082
	Iteration 26Q: 3 clusters Score -2774547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2774549.500000 Penalty: 4867.934082
	Iteration 27Q: 3 clusters Score -2774550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2774560.000000 Penalty: 4867.934082
	Iteration 28Q: 3 clusters Score -2774560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2774565.750000 Penalty: 4867.934082
	Iteration 29Q: 3 clusters Score -2774566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2774567.250000 Penalty: 4867.934082
	Iteration 30Q: 3 clusters Score -2774567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2774568.750000 Penalty: 4867.934082
	Iteration 31Q: 3 clusters Score -2774569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2774574.750000 Penalty: 4867.934082
	Iteration 32Q: 3 clusters Score -2774575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2774570.750000 Penalty: 4867.934082
	Iteration 33Q: 3 clusters Score -2774571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2774571.500000 Penalty: 4867.934082
	Iteration 34Q: 3 clusters Score -2774572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2774573.500000 Penalty: 4867.934082
	Iteration 35Q: 3 clusters Score -2774574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2774569.000000 Penalty: 4867.934082
	Iteration 36Q: 3 clusters Score -2774569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2774571.500000 Penalty: 4867.934082
	Iteration 37Q: 3 clusters Score -2774572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2774573.000000 Penalty: 4867.934082
	Iteration 38Q: 3 clusters Score -2774573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2774576.250000 Penalty: 4867.934082
	Iteration 39Q: 3 clusters Score -2774576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2774578.500000 Penalty: 4867.934082
	Iteration 40F: 3 clusters Score -2774578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2774579.750000 Penalty: 4867.934082
	Iteration 41Q: 3 clusters Score -2774580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2774579.750000 Penalty: 4867.934082
	Iteration 42F: 3 clusters Score -2774580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 10102 members 
Mstep: Class 9 contains 28408 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 12858 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 35500 members 
Mstep: Class 14 contains 20676 members 
Mstep: Class 15 contains 65754 members 
Mstep: Class 16 contains 60391 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 4875 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 32574 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 137482 members 
Mstep: Class 24 contains 44727 members 
Mstep: Class 25 contains 493 members 
Mstep: Class 26 contains 9748 members 
Mstep: Class 27 contains 19536 members 
Mstep: Class 28 contains 2759 members 
Mstep: Class 29 contains 117839 members 
Mstep: Class 30 contains 9993 members 
Mstep: Class 31 contains 57051 members 
Mstep: Class 32 contains 15735 members 
Entering Unmasked Estep 
Score: -122406640.000000 Penalty: 107878.937500
Splitting cluster 17 changes total score from -122257608.000000 to -122406640.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (4875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Entering Unmasked Estep 
Score: -774936.937500 Penalty: 2105.985107
	Iteration 0F: 2 clusters Score -774936.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -770476.875000 Penalty: 4211.970215
	Iteration 0F: 3 clusters Score -770476.9 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -771581.000000 Penalty: 4211.970215
	Iteration 1F: 3 clusters Score -771581 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -771960.062500 Penalty: 4211.970215
	Iteration 2F: 3 clusters Score -771960.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -772588.062500 Penalty: 4211.970215
	Iteration 3F: 3 clusters Score -772588.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -773624.562500 Penalty: 4211.970215
	Iteration 4F: 3 clusters Score -773624.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -774626.125000 Penalty: 4211.970215
	Iteration 5F: 3 clusters Score -774626.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -775028.687500 Penalty: 4211.970215
	Iteration 6F: 3 clusters Score -775028.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -775139.875000 Penalty: 4211.970215
	Iteration 7Q: 3 clusters Score -775139.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -775179.812500 Penalty: 4211.970215
	Iteration 8Q: 3 clusters Score -775179.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -775199.500000 Penalty: 4211.970215
	Iteration 9Q: 3 clusters Score -775199.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -775204.875000 Penalty: 4211.970215
	Iteration 10Q: 3 clusters Score -775204.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -775211.500000 Penalty: 4211.970215
	Iteration 11Q: 3 clusters Score -775211.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -775216.000000 Penalty: 4211.970215
	Iteration 12Q: 3 clusters Score -775216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -775215.375000 Penalty: 4211.970215
	Iteration 13Q: 3 clusters Score -775215.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -775216.500000 Penalty: 4211.970215
	Iteration 14Q: 3 clusters Score -775216.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -775215.750000 Penalty: 4211.970215
	Iteration 15Q: 3 clusters Score -775215.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -775219.562500 Penalty: 4211.970215
	Iteration 16Q: 3 clusters Score -775219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -775219.000000 Penalty: 4211.970215
	Iteration 17Q: 3 clusters Score -775219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -775219.375000 Penalty: 4211.970215
	Iteration 18Q: 3 clusters Score -775219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -775219.062500 Penalty: 4211.970215
	Iteration 19Q: 3 clusters Score -775219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -775219.062500 Penalty: 4211.970215
	Iteration 20F: 3 clusters Score -775219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 10102 members 
Mstep: Class 9 contains 28408 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 12858 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 35500 members 
Mstep: Class 14 contains 20676 members 
Mstep: Class 15 contains 65754 members 
Mstep: Class 16 contains 60391 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 1285 members 
Mstep: Class 19 contains 4863 members 
Mstep: Class 20 contains 16926 members 
Mstep: Class 21 contains 32574 members 
Mstep: Class 22 contains 358 members 
Mstep: Class 23 contains 137482 members 
Mstep: Class 24 contains 44727 members 
Mstep: Class 25 contains 493 members 
Mstep: Class 26 contains 9748 members 
Mstep: Class 27 contains 19536 members 
Mstep: Class 28 contains 2759 members 
Mstep: Class 29 contains 117839 members 
Mstep: Class 30 contains 9993 members 
Mstep: Class 31 contains 57051 members 
Mstep: Class 32 contains 15735 members 
Mstep: Class 33 contains 3590 members 
Entering Unmasked Estep 
Score: -122405304.000000 Penalty: 111250.156250
Splitting cluster 18 changes total score from -122257608.000000 to -122405304.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 10102 members 
Mstep: Class 9 contains 28408 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 12858 members 
Mstep: Class 12 contains 5131 members 
Mstep: Class 13 contains 35500 members 
Mstep: Class 14 contains 20676 members 
Mstep: Class 15 contains 65754 members 
Mstep: Class 16 contains 60391 members 
Mstep: Class 17 contains 2560 members 
Mstep: Class 18 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122438712.000000 Penalty: 111250.156250
Iteration 39Q: 34 clusters Score -1.224387e+08 nChanged 38377
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 6291 members 
Mstep: Class 4 contains 9526 members 
Mstep: Class 5 contains 44277 members 
Mstep: Class 6 contains 6895 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 11246 members 
Mstep: Class 9 contains 29315 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 12632 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 36776 members 
Mstep: Class 14 contains 22277 members 
Mstep: Class 15 contains 66733 members 
Mstep: Class 16 contains 64799 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 1472 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 16070 members 
Mstep: Class 21 contains 32133 members 
Mstep: Class 22 contains 331 members 
Mstep: Class 23 contains 129186 members 
Mstep: Class 24 contains 41725 members 
Mstep: Class 25 contains 464 members 
Mstep: Class 26 contains 9847 members 
Mstep: Class 27 contains 19397 members 
Mstep: Class 28 contains 3069 members 
Mstep: Class 29 contains 119361 members 
Mstep: Class 30 contains 10395 members 
Mstep: Class 31 contains 54604 members 
Mstep: Class 32 contains 15429 members 
Mstep: Class 33 contains 3555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122466560.000000 Penalty: 111250.156250
Iteration 40F: 34 clusters Score -1.224666e+08 nChanged 27657
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 6406 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 43771 members 
Mstep: Class 6 contains 6785 members 
Mstep: Class 7 contains 1488 members 
Mstep: Class 8 contains 11733 members 
Mstep: Class 9 contains 29414 members 
Mstep: Class 10 contains 1367 members 
Mstep: Class 11 contains 12529 members 
Mstep: Class 12 contains 5497 members 
Mstep: Class 13 contains 36943 members 
Mstep: Class 14 contains 22864 members 
Mstep: Class 15 contains 65509 members 
Mstep: Class 16 contains 65342 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 1561 members 
Mstep: Class 19 contains 4928 members 
Mstep: Class 20 contains 15918 members 
Mstep: Class 21 contains 32081 members 
Mstep: Class 22 contains 341 members 
Mstep: Class 23 contains 127881 members 
Mstep: Class 24 contains 40315 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 10357 members 
Mstep: Class 27 contains 20436 members 
Mstep: Class 28 contains 3255 members 
Mstep: Class 29 contains 121144 members 
Mstep: Class 30 contains 10602 members 
Mstep: Class 31 contains 54056 members 
Mstep: Class 32 contains 15343 members 
Mstep: Class 33 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122477696.000000 Penalty: 111250.156250
Iteration 41Q: 34 clusters Score -1.224777e+08 nChanged 15874
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 5117 members 
Mstep: Class 3 contains 6484 members 
Mstep: Class 4 contains 8867 members 
Mstep: Class 5 contains 43546 members 
Mstep: Class 6 contains 6730 members 
Mstep: Class 7 contains 1514 members 
Mstep: Class 8 contains 12118 members 
Mstep: Class 9 contains 29487 members 
Mstep: Class 10 contains 1366 members 
Mstep: Class 11 contains 12506 members 
Mstep: Class 12 contains 5582 members 
Mstep: Class 13 contains 37094 members 
Mstep: Class 14 contains 23693 members 
Mstep: Class 15 contains 64635 members 
Mstep: Class 16 contains 65779 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 1648 members 
Mstep: Class 19 contains 4928 members 
Mstep: Class 20 contains 15655 members 
Mstep: Class 21 contains 32003 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 126637 members 
Mstep: Class 24 contains 38994 members 
Mstep: Class 25 contains 452 members 
Mstep: Class 26 contains 10616 members 
Mstep: Class 27 contains 21007 members 
Mstep: Class 28 contains 3439 members 
Mstep: Class 29 contains 122472 members 
Mstep: Class 30 contains 10833 members 
Mstep: Class 31 contains 53568 members 
Mstep: Class 32 contains 15182 members 
Mstep: Class 33 contains 3662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122482672.000000 Penalty: 111250.156250
Iteration 42Q: 34 clusters Score -1.224827e+08 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 5154 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 8795 members 
Mstep: Class 5 contains 43460 members 
Mstep: Class 6 contains 6685 members 
Mstep: Class 7 contains 1528 members 
Mstep: Class 8 contains 12476 members 
Mstep: Class 9 contains 29523 members 
Mstep: Class 10 contains 1367 members 
Mstep: Class 11 contains 12504 members 
Mstep: Class 12 contains 5667 members 
Mstep: Class 13 contains 37195 members 
Mstep: Class 14 contains 24727 members 
Mstep: Class 15 contains 63915 members 
Mstep: Class 16 contains 66049 members 
Mstep: Class 17 contains 2887 members 
Mstep: Class 18 contains 1763 members 
Mstep: Class 19 contains 4929 members 
Mstep: Class 20 contains 15441 members 
Mstep: Class 21 contains 31871 members 
Mstep: Class 22 contains 299 members 
Mstep: Class 23 contains 125841 members 
Mstep: Class 24 contains 37622 members 
Mstep: Class 25 contains 450 members 
Mstep: Class 26 contains 10791 members 
Mstep: Class 27 contains 21307 members 
Mstep: Class 28 contains 3576 members 
Mstep: Class 29 contains 123507 members 
Mstep: Class 30 contains 11027 members 
Mstep: Class 31 contains 53132 members 
Mstep: Class 32 contains 15044 members 
Mstep: Class 33 contains 3701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122487432.000000 Penalty: 111250.156250
Iteration 43Q: 34 clusters Score -1.224874e+08 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 5180 members 
Mstep: Class 3 contains 6608 members 
Mstep: Class 4 contains 8776 members 
Mstep: Class 5 contains 43438 members 
Mstep: Class 6 contains 6660 members 
Mstep: Class 7 contains 1535 members 
Mstep: Class 8 contains 12751 members 
Mstep: Class 9 contains 29512 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12497 members 
Mstep: Class 12 contains 5740 members 
Mstep: Class 13 contains 37264 members 
Mstep: Class 14 contains 25792 members 
Mstep: Class 15 contains 63285 members 
Mstep: Class 16 contains 66205 members 
Mstep: Class 17 contains 2907 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 4931 members 
Mstep: Class 20 contains 15270 members 
Mstep: Class 21 contains 31744 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 125311 members 
Mstep: Class 24 contains 36337 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 10927 members 
Mstep: Class 27 contains 21488 members 
Mstep: Class 28 contains 3677 members 
Mstep: Class 29 contains 124370 members 
Mstep: Class 30 contains 11181 members 
Mstep: Class 31 contains 52735 members 
Mstep: Class 32 contains 14913 members 
Mstep: Class 33 contains 3744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122490728.000000 Penalty: 111250.156250
Iteration 44Q: 34 clusters Score -1.224907e+08 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 5190 members 
Mstep: Class 3 contains 6662 members 
Mstep: Class 4 contains 8834 members 
Mstep: Class 5 contains 43540 members 
Mstep: Class 6 contains 6634 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 13008 members 
Mstep: Class 9 contains 29468 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12495 members 
Mstep: Class 12 contains 5826 members 
Mstep: Class 13 contains 37245 members 
Mstep: Class 14 contains 26396 members 
Mstep: Class 15 contains 62764 members 
Mstep: Class 16 contains 66208 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 1967 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 15147 members 
Mstep: Class 21 contains 31611 members 
Mstep: Class 22 contains 289 members 
Mstep: Class 23 contains 124944 members 
Mstep: Class 24 contains 35496 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 11041 members 
Mstep: Class 27 contains 21610 members 
Mstep: Class 28 contains 3741 members 
Mstep: Class 29 contains 125170 members 
Mstep: Class 30 contains 11296 members 
Mstep: Class 31 contains 52380 members 
Mstep: Class 32 contains 14802 members 
Mstep: Class 33 contains 3793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122493312.000000 Penalty: 111250.156250
Iteration 45Q: 34 clusters Score -1.224933e+08 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 6716 members 
Mstep: Class 4 contains 8884 members 
Mstep: Class 5 contains 43712 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 13214 members 
Mstep: Class 9 contains 29350 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12495 members 
Mstep: Class 12 contains 5926 members 
Mstep: Class 13 contains 37201 members 
Mstep: Class 14 contains 26802 members 
Mstep: Class 15 contains 62302 members 
Mstep: Class 16 contains 66193 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 15031 members 
Mstep: Class 21 contains 31472 members 
Mstep: Class 22 contains 287 members 
Mstep: Class 23 contains 124677 members 
Mstep: Class 24 contains 34978 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11140 members 
Mstep: Class 27 contains 21676 members 
Mstep: Class 28 contains 3821 members 
Mstep: Class 29 contains 125751 members 
Mstep: Class 30 contains 11391 members 
Mstep: Class 31 contains 52131 members 
Mstep: Class 32 contains 14719 members 
Mstep: Class 33 contains 3835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122495168.000000 Penalty: 111250.156250
Iteration 46Q: 34 clusters Score -1.224952e+08 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 6760 members 
Mstep: Class 4 contains 8999 members 
Mstep: Class 5 contains 43903 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 13389 members 
Mstep: Class 9 contains 29183 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12501 members 
Mstep: Class 12 contains 6048 members 
Mstep: Class 13 contains 37183 members 
Mstep: Class 14 contains 27033 members 
Mstep: Class 15 contains 61911 members 
Mstep: Class 16 contains 66181 members 
Mstep: Class 17 contains 2968 members 
Mstep: Class 18 contains 2060 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 14931 members 
Mstep: Class 21 contains 31338 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 124508 members 
Mstep: Class 24 contains 34612 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11232 members 
Mstep: Class 27 contains 21639 members 
Mstep: Class 28 contains 3871 members 
Mstep: Class 29 contains 126196 members 
Mstep: Class 30 contains 11488 members 
Mstep: Class 31 contains 51904 members 
Mstep: Class 32 contains 14670 members 
Mstep: Class 33 contains 3879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122496376.000000 Penalty: 111250.156250
Iteration 47Q: 34 clusters Score -1.224964e+08 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 5234 members 
Mstep: Class 3 contains 6804 members 
Mstep: Class 4 contains 9148 members 
Mstep: Class 5 contains 44118 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 13552 members 
Mstep: Class 9 contains 28983 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12504 members 
Mstep: Class 12 contains 6205 members 
Mstep: Class 13 contains 37185 members 
Mstep: Class 14 contains 27159 members 
Mstep: Class 15 contains 61579 members 
Mstep: Class 16 contains 66152 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 18 contains 2092 members 
Mstep: Class 19 contains 4936 members 
Mstep: Class 20 contains 14847 members 
Mstep: Class 21 contains 31192 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 124371 members 
Mstep: Class 24 contains 34393 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11297 members 
Mstep: Class 27 contains 21512 members 
Mstep: Class 28 contains 3900 members 
Mstep: Class 29 contains 126487 members 
Mstep: Class 30 contains 11588 members 
Mstep: Class 31 contains 51749 members 
Mstep: Class 32 contains 14642 members 
Mstep: Class 33 contains 3911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122497296.000000 Penalty: 111250.156250
Iteration 48Q: 34 clusters Score -1.224973e+08 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 5260 members 
Mstep: Class 3 contains 6832 members 
Mstep: Class 4 contains 9308 members 
Mstep: Class 5 contains 44383 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 13717 members 
Mstep: Class 9 contains 28726 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12508 members 
Mstep: Class 12 contains 6386 members 
Mstep: Class 13 contains 37200 members 
Mstep: Class 14 contains 27243 members 
Mstep: Class 15 contains 61304 members 
Mstep: Class 16 contains 66120 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 2133 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 14772 members 
Mstep: Class 21 contains 31034 members 
Mstep: Class 22 contains 289 members 
Mstep: Class 23 contains 124173 members 
Mstep: Class 24 contains 34240 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11353 members 
Mstep: Class 27 contains 21438 members 
Mstep: Class 28 contains 3907 members 
Mstep: Class 29 contains 126716 members 
Mstep: Class 30 contains 11645 members 
Mstep: Class 31 contains 51641 members 
Mstep: Class 32 contains 14605 members 
Mstep: Class 33 contains 3931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122498192.000000 Penalty: 111250.156250
Iteration 49Q: 34 clusters Score -1.224982e+08 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 5278 members 
Mstep: Class 3 contains 6856 members 
Mstep: Class 4 contains 9519 members 
Mstep: Class 5 contains 44657 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 13873 members 
Mstep: Class 9 contains 28431 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12518 members 
Mstep: Class 12 contains 6551 members 
Mstep: Class 13 contains 37202 members 
Mstep: Class 14 contains 27277 members 
Mstep: Class 15 contains 61016 members 
Mstep: Class 16 contains 66091 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 18 contains 2162 members 
Mstep: Class 19 contains 4936 members 
Mstep: Class 20 contains 14688 members 
Mstep: Class 21 contains 30871 members 
Mstep: Class 22 contains 289 members 
Mstep: Class 23 contains 124002 members 
Mstep: Class 24 contains 34169 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11400 members 
Mstep: Class 27 contains 21358 members 
Mstep: Class 28 contains 3911 members 
Mstep: Class 29 contains 126888 members 
Mstep: Class 30 contains 11698 members 
Mstep: Class 31 contains 51605 members 
Mstep: Class 32 contains 14572 members 
Mstep: Class 33 contains 3945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122499440.000000 Penalty: 111250.156250
Iteration 50Q: 34 clusters Score -1.224994e+08 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 5293 members 
Mstep: Class 3 contains 6867 members 
Mstep: Class 4 contains 9684 members 
Mstep: Class 5 contains 44924 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 14035 members 
Mstep: Class 9 contains 28113 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12525 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 37199 members 
Mstep: Class 14 contains 27301 members 
Mstep: Class 15 contains 60750 members 
Mstep: Class 16 contains 66079 members 
Mstep: Class 17 contains 3092 members 
Mstep: Class 18 contains 2184 members 
Mstep: Class 19 contains 4936 members 
Mstep: Class 20 contains 14609 members 
Mstep: Class 21 contains 30707 members 
Mstep: Class 22 contains 290 members 
Mstep: Class 23 contains 123931 members 
Mstep: Class 24 contains 34132 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 11442 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 3904 members 
Mstep: Class 29 contains 126982 members 
Mstep: Class 30 contains 11764 members 
Mstep: Class 31 contains 51582 members 
Mstep: Class 32 contains 14542 members 
Mstep: Class 33 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122499960.000000 Penalty: 111250.156250
Iteration 51Q: 34 clusters Score -1.225e+08 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 5295 members 
Mstep: Class 3 contains 6856 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 45199 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 14147 members 
Mstep: Class 9 contains 27762 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12529 members 
Mstep: Class 12 contains 6880 members 
Mstep: Class 13 contains 37179 members 
Mstep: Class 14 contains 27315 members 
Mstep: Class 15 contains 60513 members 
Mstep: Class 16 contains 66059 members 
Mstep: Class 17 contains 3131 members 
Mstep: Class 18 contains 2207 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 14544 members 
Mstep: Class 21 contains 30557 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 123921 members 
Mstep: Class 24 contains 34096 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 11477 members 
Mstep: Class 27 contains 21205 members 
Mstep: Class 28 contains 3915 members 
Mstep: Class 29 contains 127039 members 
Mstep: Class 30 contains 11838 members 
Mstep: Class 31 contains 51579 members 
Mstep: Class 32 contains 14504 members 
Mstep: Class 33 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122500512.000000 Penalty: 111250.156250
Iteration 52Q: 34 clusters Score -1.225005e+08 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 5309 members 
Mstep: Class 3 contains 6848 members 
Mstep: Class 4 contains 10060 members 
Mstep: Class 5 contains 45468 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 14256 members 
Mstep: Class 9 contains 27394 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12534 members 
Mstep: Class 12 contains 7028 members 
Mstep: Class 13 contains 37160 members 
Mstep: Class 14 contains 27331 members 
Mstep: Class 15 contains 60300 members 
Mstep: Class 16 contains 66065 members 
Mstep: Class 17 contains 3158 members 
Mstep: Class 18 contains 2234 members 
Mstep: Class 19 contains 4931 members 
Mstep: Class 20 contains 14478 members 
Mstep: Class 21 contains 30427 members 
Mstep: Class 22 contains 292 members 
Mstep: Class 23 contains 123865 members 
Mstep: Class 24 contains 34062 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 11508 members 
Mstep: Class 27 contains 21145 members 
Mstep: Class 28 contains 3923 members 
Mstep: Class 29 contains 127087 members 
Mstep: Class 30 contains 11898 members 
Mstep: Class 31 contains 51597 members 
Mstep: Class 32 contains 14485 members 
Mstep: Class 33 contains 3969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122501120.000000 Penalty: 111250.156250
Iteration 53Q: 34 clusters Score -1.225011e+08 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 5320 members 
Mstep: Class 3 contains 6847 members 
Mstep: Class 4 contains 10238 members 
Mstep: Class 5 contains 45744 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 14358 members 
Mstep: Class 9 contains 27035 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12542 members 
Mstep: Class 12 contains 7143 members 
Mstep: Class 13 contains 37155 members 
Mstep: Class 14 contains 27340 members 
Mstep: Class 15 contains 60108 members 
Mstep: Class 16 contains 66046 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 2242 members 
Mstep: Class 19 contains 4929 members 
Mstep: Class 20 contains 14423 members 
Mstep: Class 21 contains 30281 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 123812 members 
Mstep: Class 24 contains 34027 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 11523 members 
Mstep: Class 27 contains 21122 members 
Mstep: Class 28 contains 3943 members 
Mstep: Class 29 contains 127112 members 
Mstep: Class 30 contains 11965 members 
Mstep: Class 31 contains 51631 members 
Mstep: Class 32 contains 14464 members 
Mstep: Class 33 contains 3974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122501616.000000 Penalty: 111250.156250
Iteration 54Q: 34 clusters Score -1.225016e+08 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 5339 members 
Mstep: Class 3 contains 6844 members 
Mstep: Class 4 contains 10365 members 
Mstep: Class 5 contains 46028 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 1538 members 
Mstep: Class 8 contains 14462 members 
Mstep: Class 9 contains 26636 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12547 members 
Mstep: Class 12 contains 7242 members 
Mstep: Class 13 contains 37161 members 
Mstep: Class 14 contains 27349 members 
Mstep: Class 15 contains 59922 members 
Mstep: Class 16 contains 66014 members 
Mstep: Class 17 contains 3212 members 
Mstep: Class 18 contains 2251 members 
Mstep: Class 19 contains 4929 members 
Mstep: Class 20 contains 14385 members 
Mstep: Class 21 contains 30148 members 
Mstep: Class 22 contains 296 members 
Mstep: Class 23 contains 123774 members 
Mstep: Class 24 contains 34023 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 11541 members 
Mstep: Class 27 contains 21099 members 
Mstep: Class 28 contains 3959 members 
Mstep: Class 29 contains 127139 members 
Mstep: Class 30 contains 12024 members 
Mstep: Class 31 contains 51684 members 
Mstep: Class 32 contains 14450 members 
Mstep: Class 33 contains 3980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122502232.000000 Penalty: 111250.156250
Iteration 55Q: 34 clusters Score -1.225022e+08 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 6839 members 
Mstep: Class 4 contains 10474 members 
Mstep: Class 5 contains 46274 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 1539 members 
Mstep: Class 8 contains 14577 members 
Mstep: Class 9 contains 26274 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12547 members 
Mstep: Class 12 contains 7334 members 
Mstep: Class 13 contains 37163 members 
Mstep: Class 14 contains 27353 members 
Mstep: Class 15 contains 59772 members 
Mstep: Class 16 contains 66003 members 
Mstep: Class 17 contains 3228 members 
Mstep: Class 18 contains 2259 members 
Mstep: Class 19 contains 4927 members 
Mstep: Class 20 contains 14330 members 
Mstep: Class 21 contains 30021 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 123755 members 
Mstep: Class 24 contains 34017 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 11548 members 
Mstep: Class 27 contains 21095 members 
Mstep: Class 28 contains 3969 members 
Mstep: Class 29 contains 127151 members 
Mstep: Class 30 contains 12059 members 
Mstep: Class 31 contains 51741 members 
Mstep: Class 32 contains 14446 members 
Mstep: Class 33 contains 3985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122502120.000000 Penalty: 111250.156250
Iteration 56Q: 34 clusters Score -1.225021e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 5375 members 
Mstep: Class 3 contains 6837 members 
Mstep: Class 4 contains 10555 members 
Mstep: Class 5 contains 46514 members 
Mstep: Class 6 contains 6589 members 
Mstep: Class 7 contains 1539 members 
Mstep: Class 8 contains 14684 members 
Mstep: Class 9 contains 25964 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12547 members 
Mstep: Class 12 contains 7397 members 
Mstep: Class 13 contains 37159 members 
Mstep: Class 14 contains 27362 members 
Mstep: Class 15 contains 59613 members 
Mstep: Class 16 contains 65993 members 
Mstep: Class 17 contains 3246 members 
Mstep: Class 18 contains 2265 members 
Mstep: Class 19 contains 4927 members 
Mstep: Class 20 contains 14273 members 
Mstep: Class 21 contains 29917 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 123753 members 
Mstep: Class 24 contains 34013 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 11551 members 
Mstep: Class 27 contains 21106 members 
Mstep: Class 28 contains 3970 members 
Mstep: Class 29 contains 127146 members 
Mstep: Class 30 contains 12087 members 
Mstep: Class 31 contains 51809 members 
Mstep: Class 32 contains 14441 members 
Mstep: Class 33 contains 3991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122502520.000000 Penalty: 111250.156250
Iteration 57Q: 34 clusters Score -1.225025e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 6838 members 
Mstep: Class 4 contains 10636 members 
Mstep: Class 5 contains 46734 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 1539 members 
Mstep: Class 8 contains 14785 members 
Mstep: Class 9 contains 25669 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12547 members 
Mstep: Class 12 contains 7466 members 
Mstep: Class 13 contains 37160 members 
Mstep: Class 14 contains 27367 members 
Mstep: Class 15 contains 59477 members 
Mstep: Class 16 contains 65991 members 
Mstep: Class 17 contains 3257 members 
Mstep: Class 18 contains 2260 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 14233 members 
Mstep: Class 21 contains 29819 members 
Mstep: Class 22 contains 298 members 
Mstep: Class 23 contains 123713 members 
Mstep: Class 24 contains 33994 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 11566 members 
Mstep: Class 27 contains 21131 members 
Mstep: Class 28 contains 3967 members 
Mstep: Class 29 contains 127139 members 
Mstep: Class 30 contains 12118 members 
Mstep: Class 31 contains 51879 members 
Mstep: Class 32 contains 14432 members 
Mstep: Class 33 contains 3998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122502656.000000 Penalty: 111250.156250
Iteration 58Q: 34 clusters Score -1.225027e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 5426 members 
Mstep: Class 3 contains 6837 members 
Mstep: Class 4 contains 10678 members 
Mstep: Class 5 contains 46907 members 
Mstep: Class 6 contains 6590 members 
Mstep: Class 7 contains 1539 members 
Mstep: Class 8 contains 14873 members 
Mstep: Class 9 contains 25409 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12549 members 
Mstep: Class 12 contains 7511 members 
Mstep: Class 13 contains 37161 members 
Mstep: Class 14 contains 27373 members 
Mstep: Class 15 contains 59345 members 
Mstep: Class 16 contains 65977 members 
Mstep: Class 17 contains 3271 members 
Mstep: Class 18 contains 2261 members 
Mstep: Class 19 contains 4927 members 
Mstep: Class 20 contains 14195 members 
Mstep: Class 21 contains 29746 members 
Mstep: Class 22 contains 299 members 
Mstep: Class 23 contains 123672 members 
Mstep: Class 24 contains 33990 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 11582 members 
Mstep: Class 27 contains 21163 members 
Mstep: Class 28 contains 3965 members 
Mstep: Class 29 contains 127138 members 
Mstep: Class 30 contains 12149 members 
Mstep: Class 31 contains 51954 members 
Mstep: Class 32 contains 14430 members 
Mstep: Class 33 contains 4003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122502584.000000 Penalty: 111250.156250
Iteration 59Q: 34 clusters Score -1.225026e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 5453 members 
Mstep: Class 3 contains 6837 members 
Mstep: Class 4 contains 10719 members 
Mstep: Class 5 contains 47126 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 1539 members 
Mstep: Class 8 contains 14925 members 
Mstep: Class 9 contains 25154 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12551 members 
Mstep: Class 12 contains 7554 members 
Mstep: Class 13 contains 37168 members 
Mstep: Class 14 contains 27374 members 
Mstep: Class 15 contains 59208 members 
Mstep: Class 16 contains 65961 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 2266 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 14159 members 
Mstep: Class 21 contains 29659 members 
Mstep: Class 22 contains 301 members 
Mstep: Class 23 contains 123667 members 
Mstep: Class 24 contains 33979 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 11594 members 
Mstep: Class 27 contains 21186 members 
Mstep: Class 28 contains 3966 members 
Mstep: Class 29 contains 127149 members 
Mstep: Class 30 contains 12180 members 
Mstep: Class 31 contains 52024 members 
Mstep: Class 32 contains 14422 members 
Mstep: Class 33 contains 4007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122503632.000000 Penalty: 111250.156250
Iteration 60F: 34 clusters Score -1.225036e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 5487 members 
Mstep: Class 3 contains 6801 members 
Mstep: Class 4 contains 11057 members 
Mstep: Class 5 contains 47331 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 1539 members 
Mstep: Class 8 contains 14970 members 
Mstep: Class 9 contains 24897 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12552 members 
Mstep: Class 12 contains 7576 members 
Mstep: Class 13 contains 37174 members 
Mstep: Class 14 contains 27397 members 
Mstep: Class 15 contains 59073 members 
Mstep: Class 16 contains 65958 members 
Mstep: Class 17 contains 3302 members 
Mstep: Class 18 contains 2429 members 
Mstep: Class 19 contains 4926 members 
Mstep: Class 20 contains 14123 members 
Mstep: Class 21 contains 29466 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 123581 members 
Mstep: Class 24 contains 33944 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 11590 members 
Mstep: Class 27 contains 20991 members 
Mstep: Class 28 contains 4006 members 
Mstep: Class 29 contains 127158 members 
Mstep: Class 30 contains 12185 members 
Mstep: Class 31 contains 52091 members 
Mstep: Class 32 contains 14419 members 
Mstep: Class 33 contains 4010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122504440.000000 Penalty: 111250.156250
Iteration 61Q: 34 clusters Score -1.225044e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 5512 members 
Mstep: Class 3 contains 6761 members 
Mstep: Class 4 contains 11388 members 
Mstep: Class 5 contains 47509 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 1551 members 
Mstep: Class 8 contains 15033 members 
Mstep: Class 9 contains 24625 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12553 members 
Mstep: Class 12 contains 7595 members 
Mstep: Class 13 contains 37177 members 
Mstep: Class 14 contains 27410 members 
Mstep: Class 15 contains 58924 members 
Mstep: Class 16 contains 65968 members 
Mstep: Class 17 contains 3333 members 
Mstep: Class 18 contains 2536 members 
Mstep: Class 19 contains 4927 members 
Mstep: Class 20 contains 14085 members 
Mstep: Class 21 contains 29268 members 
Mstep: Class 22 contains 300 members 
Mstep: Class 23 contains 123548 members 
Mstep: Class 24 contains 33925 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11593 members 
Mstep: Class 27 contains 20858 members 
Mstep: Class 28 contains 4030 members 
Mstep: Class 29 contains 127152 members 
Mstep: Class 30 contains 12192 members 
Mstep: Class 31 contains 52155 members 
Mstep: Class 32 contains 14417 members 
Mstep: Class 33 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122505224.000000 Penalty: 111250.156250
Iteration 62Q: 34 clusters Score -1.225052e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 5531 members 
Mstep: Class 3 contains 6733 members 
Mstep: Class 4 contains 11685 members 
Mstep: Class 5 contains 47647 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 1557 members 
Mstep: Class 8 contains 15093 members 
Mstep: Class 9 contains 24383 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12554 members 
Mstep: Class 12 contains 7601 members 
Mstep: Class 13 contains 37184 members 
Mstep: Class 14 contains 27413 members 
Mstep: Class 15 contains 58791 members 
Mstep: Class 16 contains 65952 members 
Mstep: Class 17 contains 3376 members 
Mstep: Class 18 contains 2642 members 
Mstep: Class 19 contains 4927 members 
Mstep: Class 20 contains 14057 members 
Mstep: Class 21 contains 29077 members 
Mstep: Class 22 contains 295 members 
Mstep: Class 23 contains 123539 members 
Mstep: Class 24 contains 33911 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11601 members 
Mstep: Class 27 contains 20733 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 127146 members 
Mstep: Class 30 contains 12190 members 
Mstep: Class 31 contains 52230 members 
Mstep: Class 32 contains 14409 members 
Mstep: Class 33 contains 4039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122505496.000000 Penalty: 111250.156250
Iteration 63Q: 34 clusters Score -1.225055e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 6711 members 
Mstep: Class 4 contains 11917 members 
Mstep: Class 5 contains 47792 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 1563 members 
Mstep: Class 8 contains 15160 members 
Mstep: Class 9 contains 24163 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12554 members 
Mstep: Class 12 contains 7607 members 
Mstep: Class 13 contains 37184 members 
Mstep: Class 14 contains 27415 members 
Mstep: Class 15 contains 58656 members 
Mstep: Class 16 contains 65931 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 4924 members 
Mstep: Class 20 contains 14037 members 
Mstep: Class 21 contains 28906 members 
Mstep: Class 22 contains 289 members 
Mstep: Class 23 contains 123554 members 
Mstep: Class 24 contains 33897 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11602 members 
Mstep: Class 27 contains 20621 members 
Mstep: Class 28 contains 4062 members 
Mstep: Class 29 contains 127145 members 
Mstep: Class 30 contains 12170 members 
Mstep: Class 31 contains 52302 members 
Mstep: Class 32 contains 14408 members 
Mstep: Class 33 contains 4052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122505328.000000 Penalty: 111250.156250
Iteration 64Q: 34 clusters Score -1.225053e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 5589 members 
Mstep: Class 3 contains 6693 members 
Mstep: Class 4 contains 12109 members 
Mstep: Class 5 contains 47933 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 15233 members 
Mstep: Class 9 contains 23925 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12559 members 
Mstep: Class 12 contains 7608 members 
Mstep: Class 13 contains 37185 members 
Mstep: Class 14 contains 27416 members 
Mstep: Class 15 contains 58526 members 
Mstep: Class 16 contains 65919 members 
Mstep: Class 17 contains 3448 members 
Mstep: Class 18 contains 2851 members 
Mstep: Class 19 contains 4923 members 
Mstep: Class 20 contains 14018 members 
Mstep: Class 21 contains 28772 members 
Mstep: Class 22 contains 287 members 
Mstep: Class 23 contains 123550 members 
Mstep: Class 24 contains 33891 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11600 members 
Mstep: Class 27 contains 20528 members 
Mstep: Class 28 contains 4068 members 
Mstep: Class 29 contains 127154 members 
Mstep: Class 30 contains 12157 members 
Mstep: Class 31 contains 52361 members 
Mstep: Class 32 contains 14401 members 
Mstep: Class 33 contains 4069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122505640.000000 Penalty: 111250.156250
Iteration 65Q: 34 clusters Score -1.225056e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 5629 members 
Mstep: Class 3 contains 6666 members 
Mstep: Class 4 contains 12283 members 
Mstep: Class 5 contains 48052 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 15313 members 
Mstep: Class 9 contains 23703 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12563 members 
Mstep: Class 12 contains 7591 members 
Mstep: Class 13 contains 37188 members 
Mstep: Class 14 contains 27414 members 
Mstep: Class 15 contains 58405 members 
Mstep: Class 16 contains 65920 members 
Mstep: Class 17 contains 3483 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 20 contains 14005 members 
Mstep: Class 21 contains 28653 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123541 members 
Mstep: Class 24 contains 33878 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11601 members 
Mstep: Class 27 contains 20457 members 
Mstep: Class 28 contains 4069 members 
Mstep: Class 29 contains 127158 members 
Mstep: Class 30 contains 12158 members 
Mstep: Class 31 contains 52421 members 
Mstep: Class 32 contains 14399 members 
Mstep: Class 33 contains 4081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122505736.000000 Penalty: 111250.156250
Iteration 66Q: 34 clusters Score -1.225057e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 5657 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 48167 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 15373 members 
Mstep: Class 9 contains 23506 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12565 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 37194 members 
Mstep: Class 14 contains 27414 members 
Mstep: Class 15 contains 58302 members 
Mstep: Class 16 contains 65919 members 
Mstep: Class 17 contains 3513 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 4911 members 
Mstep: Class 20 contains 13999 members 
Mstep: Class 21 contains 28538 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123519 members 
Mstep: Class 24 contains 33868 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11607 members 
Mstep: Class 27 contains 20375 members 
Mstep: Class 28 contains 4066 members 
Mstep: Class 29 contains 127171 members 
Mstep: Class 30 contains 12164 members 
Mstep: Class 31 contains 52469 members 
Mstep: Class 32 contains 14393 members 
Mstep: Class 33 contains 4089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122506024.000000 Penalty: 111250.156250
Iteration 67Q: 34 clusters Score -1.22506e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 5675 members 
Mstep: Class 3 contains 6624 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 48279 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 15420 members 
Mstep: Class 9 contains 23309 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12564 members 
Mstep: Class 12 contains 7589 members 
Mstep: Class 13 contains 37195 members 
Mstep: Class 14 contains 27415 members 
Mstep: Class 15 contains 58206 members 
Mstep: Class 16 contains 65905 members 
Mstep: Class 17 contains 3541 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 4907 members 
Mstep: Class 20 contains 13992 members 
Mstep: Class 21 contains 28445 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123527 members 
Mstep: Class 24 contains 33858 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11609 members 
Mstep: Class 27 contains 20307 members 
Mstep: Class 28 contains 4073 members 
Mstep: Class 29 contains 127179 members 
Mstep: Class 30 contains 12184 members 
Mstep: Class 31 contains 52533 members 
Mstep: Class 32 contains 14392 members 
Mstep: Class 33 contains 4100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122506208.000000 Penalty: 111250.156250
Iteration 68Q: 34 clusters Score -1.225062e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 5692 members 
Mstep: Class 3 contains 6597 members 
Mstep: Class 4 contains 12727 members 
Mstep: Class 5 contains 48386 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 15455 members 
Mstep: Class 9 contains 23126 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12568 members 
Mstep: Class 12 contains 7578 members 
Mstep: Class 13 contains 37201 members 
Mstep: Class 14 contains 27417 members 
Mstep: Class 15 contains 58132 members 
Mstep: Class 16 contains 65887 members 
Mstep: Class 17 contains 3570 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 4906 members 
Mstep: Class 20 contains 13981 members 
Mstep: Class 21 contains 28373 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123533 members 
Mstep: Class 24 contains 33850 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11606 members 
Mstep: Class 27 contains 20266 members 
Mstep: Class 28 contains 4069 members 
Mstep: Class 29 contains 127173 members 
Mstep: Class 30 contains 12197 members 
Mstep: Class 31 contains 52594 members 
Mstep: Class 32 contains 14382 members 
Mstep: Class 33 contains 4110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122506056.000000 Penalty: 111250.156250
Iteration 69Q: 34 clusters Score -1.225061e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 6573 members 
Mstep: Class 4 contains 12858 members 
Mstep: Class 5 contains 48499 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 15495 members 
Mstep: Class 9 contains 22972 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12573 members 
Mstep: Class 12 contains 7580 members 
Mstep: Class 13 contains 37200 members 
Mstep: Class 14 contains 27418 members 
Mstep: Class 15 contains 58066 members 
Mstep: Class 16 contains 65876 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 3139 members 
Mstep: Class 19 contains 4905 members 
Mstep: Class 20 contains 13969 members 
Mstep: Class 21 contains 28289 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123507 members 
Mstep: Class 24 contains 33836 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11606 members 
Mstep: Class 27 contains 20212 members 
Mstep: Class 28 contains 4064 members 
Mstep: Class 29 contains 127175 members 
Mstep: Class 30 contains 12188 members 
Mstep: Class 31 contains 52652 members 
Mstep: Class 32 contains 14378 members 
Mstep: Class 33 contains 4118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122506088.000000 Penalty: 111250.156250
Iteration 70Q: 34 clusters Score -1.225061e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 5730 members 
Mstep: Class 3 contains 6551 members 
Mstep: Class 4 contains 12981 members 
Mstep: Class 5 contains 48612 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 15522 members 
Mstep: Class 9 contains 22813 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12577 members 
Mstep: Class 12 contains 7583 members 
Mstep: Class 13 contains 37204 members 
Mstep: Class 14 contains 27422 members 
Mstep: Class 15 contains 57986 members 
Mstep: Class 16 contains 65848 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 3186 members 
Mstep: Class 19 contains 4902 members 
Mstep: Class 20 contains 13952 members 
Mstep: Class 21 contains 28212 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123528 members 
Mstep: Class 24 contains 33826 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11607 members 
Mstep: Class 27 contains 20177 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 127174 members 
Mstep: Class 30 contains 12185 members 
Mstep: Class 31 contains 52694 members 
Mstep: Class 32 contains 14369 members 
Mstep: Class 33 contains 4125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122506032.000000 Penalty: 111250.156250
Iteration 71Q: 34 clusters Score -1.22506e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 5750 members 
Mstep: Class 3 contains 6531 members 
Mstep: Class 4 contains 13081 members 
Mstep: Class 5 contains 48707 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 15534 members 
Mstep: Class 9 contains 22687 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12580 members 
Mstep: Class 12 contains 7575 members 
Mstep: Class 13 contains 37205 members 
Mstep: Class 14 contains 27424 members 
Mstep: Class 15 contains 57919 members 
Mstep: Class 16 contains 65837 members 
Mstep: Class 17 contains 3670 members 
Mstep: Class 18 contains 3229 members 
Mstep: Class 19 contains 4901 members 
Mstep: Class 20 contains 13941 members 
Mstep: Class 21 contains 28145 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123521 members 
Mstep: Class 24 contains 33822 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11607 members 
Mstep: Class 27 contains 20139 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 127172 members 
Mstep: Class 30 contains 12191 members 
Mstep: Class 31 contains 52740 members 
Mstep: Class 32 contains 14367 members 
Mstep: Class 33 contains 4129 members 
Entering Unmasked Estep 
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Score: -122506088.000000 Penalty: 111250.156250
Iteration 72Q: 34 clusters Score -1.225061e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5766 members 
Mstep: Class 3 contains 6513 members 
Mstep: Class 4 contains 13142 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 15547 members 
Mstep: Class 9 contains 22577 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12580 members 
Mstep: Class 12 contains 7583 members 
Mstep: Class 13 contains 37201 members 
Mstep: Class 14 contains 27425 members 
Mstep: Class 15 contains 57857 members 
Mstep: Class 16 contains 65819 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 3267 members 
Mstep: Class 19 contains 4900 members 
Mstep: Class 20 contains 13929 members 
Mstep: Class 21 contains 28065 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123511 members 
Mstep: Class 24 contains 33814 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11609 members 
Mstep: Class 27 contains 20124 members 
Mstep: Class 28 contains 4055 members 
Mstep: Class 29 contains 127175 members 
Mstep: Class 30 contains 12202 members 
Mstep: Class 31 contains 52802 members 
Mstep: Class 32 contains 14360 members 
Mstep: Class 33 contains 4137 members 
Entering Unmasked Estep 
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Iteration 73Q: 34 clusters Score -1.225058e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 5779 members 
Mstep: Class 3 contains 6497 members 
Mstep: Class 4 contains 13205 members 
Mstep: Class 5 contains 48891 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 15560 members 
Mstep: Class 9 contains 22450 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12583 members 
Mstep: Class 12 contains 7588 members 
Mstep: Class 13 contains 37198 members 
Mstep: Class 14 contains 27422 members 
Mstep: Class 15 contains 57807 members 
Mstep: Class 16 contains 65814 members 
Mstep: Class 17 contains 3740 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 4899 members 
Mstep: Class 20 contains 13921 members 
Mstep: Class 21 contains 27995 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123516 members 
Mstep: Class 24 contains 33806 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11613 members 
Mstep: Class 27 contains 20094 members 
Mstep: Class 28 contains 4054 members 
Mstep: Class 29 contains 127177 members 
Mstep: Class 30 contains 12218 members 
Mstep: Class 31 contains 52843 members 
Mstep: Class 32 contains 14340 members 
Mstep: Class 33 contains 4145 members 
Entering Unmasked Estep 
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Iteration 74Q: 34 clusters Score -1.225061e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 5796 members 
Mstep: Class 3 contains 6478 members 
Mstep: Class 4 contains 13255 members 
Mstep: Class 5 contains 48993 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 15586 members 
Mstep: Class 9 contains 22334 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12585 members 
Mstep: Class 12 contains 7594 members 
Mstep: Class 13 contains 37189 members 
Mstep: Class 14 contains 27425 members 
Mstep: Class 15 contains 57754 members 
Mstep: Class 16 contains 65801 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 3341 members 
Mstep: Class 19 contains 4895 members 
Mstep: Class 20 contains 13909 members 
Mstep: Class 21 contains 27951 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123527 members 
Mstep: Class 24 contains 33794 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11618 members 
Mstep: Class 27 contains 20053 members 
Mstep: Class 28 contains 4050 members 
Mstep: Class 29 contains 127172 members 
Mstep: Class 30 contains 12227 members 
Mstep: Class 31 contains 52882 members 
Mstep: Class 32 contains 14324 members 
Mstep: Class 33 contains 4149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122506216.000000 Penalty: 111250.156250
Iteration 75Q: 34 clusters Score -1.225062e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 5809 members 
Mstep: Class 3 contains 6459 members 
Mstep: Class 4 contains 13298 members 
Mstep: Class 5 contains 49072 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 15595 members 
Mstep: Class 9 contains 22227 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12586 members 
Mstep: Class 12 contains 7598 members 
Mstep: Class 13 contains 37188 members 
Mstep: Class 14 contains 27424 members 
Mstep: Class 15 contains 57709 members 
Mstep: Class 16 contains 65798 members 
Mstep: Class 17 contains 3789 members 
Mstep: Class 18 contains 3387 members 
Mstep: Class 19 contains 4888 members 
Mstep: Class 20 contains 13895 members 
Mstep: Class 21 contains 27913 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123538 members 
Mstep: Class 24 contains 33786 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11620 members 
Mstep: Class 27 contains 20030 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 127167 members 
Mstep: Class 30 contains 12237 members 
Mstep: Class 31 contains 52911 members 
Mstep: Class 32 contains 14317 members 
Mstep: Class 33 contains 4152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122506320.000000 Penalty: 111250.156250
Iteration 76Q: 34 clusters Score -1.225063e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 5821 members 
Mstep: Class 3 contains 6437 members 
Mstep: Class 4 contains 13339 members 
Mstep: Class 5 contains 49140 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 15604 members 
Mstep: Class 9 contains 22128 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12586 members 
Mstep: Class 12 contains 7605 members 
Mstep: Class 13 contains 37187 members 
Mstep: Class 14 contains 27424 members 
Mstep: Class 15 contains 57678 members 
Mstep: Class 16 contains 65791 members 
Mstep: Class 17 contains 3803 members 
Mstep: Class 18 contains 3441 members 
Mstep: Class 19 contains 4883 members 
Mstep: Class 20 contains 13886 members 
Mstep: Class 21 contains 27891 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123533 members 
Mstep: Class 24 contains 33774 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11632 members 
Mstep: Class 27 contains 19991 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 127169 members 
Mstep: Class 30 contains 12233 members 
Mstep: Class 31 contains 52941 members 
Mstep: Class 32 contains 14313 members 
Mstep: Class 33 contains 4155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122506008.000000 Penalty: 111250.156250
Iteration 77Q: 34 clusters Score -1.22506e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 5829 members 
Mstep: Class 3 contains 6418 members 
Mstep: Class 4 contains 13377 members 
Mstep: Class 5 contains 49198 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 15607 members 
Mstep: Class 9 contains 22040 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12586 members 
Mstep: Class 12 contains 7605 members 
Mstep: Class 13 contains 37181 members 
Mstep: Class 14 contains 27425 members 
Mstep: Class 15 contains 57637 members 
Mstep: Class 16 contains 65792 members 
Mstep: Class 17 contains 3818 members 
Mstep: Class 18 contains 3482 members 
Mstep: Class 19 contains 4880 members 
Mstep: Class 20 contains 13882 members 
Mstep: Class 21 contains 27857 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123542 members 
Mstep: Class 24 contains 33770 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11633 members 
Mstep: Class 27 contains 19958 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 127165 members 
Mstep: Class 30 contains 12245 members 
Mstep: Class 31 contains 52980 members 
Mstep: Class 32 contains 14316 members 
Mstep: Class 33 contains 4158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122506016.000000 Penalty: 111250.156250
Iteration 78Q: 34 clusters Score -1.22506e+08 nChanged 516
Entering ConstructFrom: 
Score: -122506016.000000 Penalty: 111250.156250
Entering ConstructFrom: 
Trying to split cluster 1 (12290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Entering Unmasked Estep 
Score: -1981437.250000 Penalty: 2335.302246
	Iteration 0F: 2 clusters Score -1981437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1972390.500000 Penalty: 4670.604492
	Iteration 0F: 3 clusters Score -1972390 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1975109.125000 Penalty: 4670.604492
	Iteration 1F: 3 clusters Score -1975109 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1975420.250000 Penalty: 4670.604492
	Iteration 2F: 3 clusters Score -1975420 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1975677.500000 Penalty: 4670.604492
	Iteration 3Q: 3 clusters Score -1975678 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1975917.500000 Penalty: 4670.604492
	Iteration 4Q: 3 clusters Score -1975918 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1976137.250000 Penalty: 4670.604492
	Iteration 5Q: 3 clusters Score -1976137 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1976349.750000 Penalty: 4670.604492
	Iteration 6Q: 3 clusters Score -1976350 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1976586.125000 Penalty: 4670.604492
	Iteration 7Q: 3 clusters Score -1976586 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1976831.750000 Penalty: 4670.604492
	Iteration 8Q: 3 clusters Score -1976832 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1977116.500000 Penalty: 4670.604492
	Iteration 9Q: 3 clusters Score -1977116 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1977439.875000 Penalty: 4670.604492
	Iteration 10Q: 3 clusters Score -1977440 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1977802.625000 Penalty: 4670.604492
	Iteration 11Q: 3 clusters Score -1977803 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1978195.750000 Penalty: 4670.604492
	Iteration 12Q: 3 clusters Score -1978196 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1978567.250000 Penalty: 4670.604492
	Iteration 13Q: 3 clusters Score -1978567 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1978935.375000 Penalty: 4670.604492
	Iteration 14Q: 3 clusters Score -1978935 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1979245.000000 Penalty: 4670.604492
	Iteration 15Q: 3 clusters Score -1979245 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1979465.375000 Penalty: 4670.604492
	Iteration 16Q: 3 clusters Score -1979465 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1979614.875000 Penalty: 4670.604492
	Iteration 17Q: 3 clusters Score -1979615 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1979691.500000 Penalty: 4670.604492
	Iteration 18Q: 3 clusters Score -1979692 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1979753.625000 Penalty: 4670.604492
	Iteration 19Q: 3 clusters Score -1979754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1979786.500000 Penalty: 4670.604492
	Iteration 20F: 3 clusters Score -1979786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1979812.500000 Penalty: 4670.604492
	Iteration 21Q: 3 clusters Score -1979812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1979829.750000 Penalty: 4670.604492
	Iteration 22Q: 3 clusters Score -1979830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1979839.750000 Penalty: 4670.604492
	Iteration 23Q: 3 clusters Score -1979840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1979844.875000 Penalty: 4670.604492
	Iteration 24Q: 3 clusters Score -1979845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1979849.375000 Penalty: 4670.604492
	Iteration 25Q: 3 clusters Score -1979849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1979853.250000 Penalty: 4670.604492
	Iteration 26Q: 3 clusters Score -1979853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1979860.125000 Penalty: 4670.604492
	Iteration 27Q: 3 clusters Score -1979860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1979862.000000 Penalty: 4670.604492
	Iteration 28Q: 3 clusters Score -1979862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1979864.125000 Penalty: 4670.604492
	Iteration 29Q: 3 clusters Score -1979864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1979865.250000 Penalty: 4670.604492
	Iteration 30Q: 3 clusters Score -1979865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1979867.000000 Penalty: 4670.604492
	Iteration 31Q: 3 clusters Score -1979867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1979867.000000 Penalty: 4670.604492
	Iteration 32F: 3 clusters Score -1979867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Entering Unmasked Estep 
Score: -879318.250000 Penalty: 2150.649170
	Iteration 0F: 2 clusters Score -879318.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -874244.250000 Penalty: 4301.298340
	Iteration 0F: 3 clusters Score -874244.2 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -875769.937500 Penalty: 4301.298340
	Iteration 1F: 3 clusters Score -875769.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -876298.937500 Penalty: 4301.298340
	Iteration 2F: 3 clusters Score -876298.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -876878.937500 Penalty: 4301.298340
	Iteration 3F: 3 clusters Score -876878.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -877646.187500 Penalty: 4301.298340
	Iteration 4F: 3 clusters Score -877646.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -878676.937500 Penalty: 4301.298340
	Iteration 5F: 3 clusters Score -878676.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -879460.625000 Penalty: 4301.298340
	Iteration 6F: 3 clusters Score -879460.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -879981.437500 Penalty: 4301.298340
	Iteration 7F: 3 clusters Score -879981.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -880352.000000 Penalty: 4301.298340
	Iteration 8Q: 3 clusters Score -880352 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -880530.625000 Penalty: 4301.298340
	Iteration 9Q: 3 clusters Score -880530.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -880614.875000 Penalty: 4301.298340
	Iteration 10Q: 3 clusters Score -880614.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -880659.500000 Penalty: 4301.298340
	Iteration 11Q: 3 clusters Score -880659.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -880683.000000 Penalty: 4301.298340
	Iteration 12Q: 3 clusters Score -880683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -880692.125000 Penalty: 4301.298340
	Iteration 13Q: 3 clusters Score -880692.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -880697.250000 Penalty: 4301.298340
	Iteration 14Q: 3 clusters Score -880697.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -880699.375000 Penalty: 4301.298340
	Iteration 15Q: 3 clusters Score -880699.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -880702.875000 Penalty: 4301.298340
	Iteration 16Q: 3 clusters Score -880702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -880705.062500 Penalty: 4301.298340
	Iteration 17Q: 3 clusters Score -880705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -880703.750000 Penalty: 4301.298340
	Iteration 18Q: 3 clusters Score -880703.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -880703.375000 Penalty: 4301.298340
	Iteration 19Q: 3 clusters Score -880703.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -880703.375000 Penalty: 4301.298340
	Iteration 20F: 3 clusters Score -880703.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 13403 members 
Mstep: Class 5 contains 49267 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 15609 members 
Mstep: Class 9 contains 21948 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12585 members 
Mstep: Class 12 contains 7607 members 
Mstep: Class 13 contains 37176 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 57601 members 
Mstep: Class 16 contains 65788 members 
Mstep: Class 17 contains 3828 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 4873 members 
Mstep: Class 20 contains 13875 members 
Mstep: Class 21 contains 27831 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123551 members 
Mstep: Class 24 contains 33769 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 19941 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 127154 members 
Mstep: Class 30 contains 12256 members 
Mstep: Class 31 contains 53014 members 
Mstep: Class 32 contains 14316 members 
Mstep: Class 33 contains 4162 members 
Mstep: Class 34 contains 3029 members 
Entering Unmasked Estep 
Score: -122506176.000000 Penalty: 114621.375000
Splitting cluster 2 changes total score from -122506016.000000 to -122506176.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 3 (6399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Entering Unmasked Estep 
Score: -993678.562500 Penalty: 2173.446533
	Iteration 0F: 2 clusters Score -993678.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -988316.750000 Penalty: 4346.893066
	Iteration 0F: 3 clusters Score -988316.8 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -989684.625000 Penalty: 4346.893066
	Iteration 1F: 3 clusters Score -989684.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -989951.625000 Penalty: 4346.893066
	Iteration 2F: 3 clusters Score -989951.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -990174.625000 Penalty: 4346.893066
	Iteration 3F: 3 clusters Score -990174.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -990390.562500 Penalty: 4346.893066
	Iteration 4F: 3 clusters Score -990390.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -990698.875000 Penalty: 4346.893066
	Iteration 5Q: 3 clusters Score -990698.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -991293.062500 Penalty: 4346.893066
	Iteration 6F: 3 clusters Score -991293.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -992215.750000 Penalty: 4346.893066
	Iteration 7F: 3 clusters Score -992215.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -993007.687500 Penalty: 4346.893066
	Iteration 8F: 3 clusters Score -993007.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -993377.375000 Penalty: 4346.893066
	Iteration 9F: 3 clusters Score -993377.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -993553.875000 Penalty: 4346.893066
	Iteration 10Q: 3 clusters Score -993553.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -993637.500000 Penalty: 4346.893066
	Iteration 11Q: 3 clusters Score -993637.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -993689.750000 Penalty: 4346.893066
	Iteration 12Q: 3 clusters Score -993689.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -993725.500000 Penalty: 4346.893066
	Iteration 13Q: 3 clusters Score -993725.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -993745.062500 Penalty: 4346.893066
	Iteration 14Q: 3 clusters Score -993745.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -993754.875000 Penalty: 4346.893066
	Iteration 15Q: 3 clusters Score -993754.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -993764.687500 Penalty: 4346.893066
	Iteration 16Q: 3 clusters Score -993764.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -993768.437500 Penalty: 4346.893066
	Iteration 17Q: 3 clusters Score -993768.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -993774.875000 Penalty: 4346.893066
	Iteration 18Q: 3 clusters Score -993774.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -993783.000000 Penalty: 4346.893066
	Iteration 19Q: 3 clusters Score -993783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -993786.562500 Penalty: 4346.893066
	Iteration 20F: 3 clusters Score -993786.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -993790.375000 Penalty: 4346.893066
	Iteration 21Q: 3 clusters Score -993790.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -993791.937500 Penalty: 4346.893066
	Iteration 22Q: 3 clusters Score -993791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -993793.312500 Penalty: 4346.893066
	Iteration 23Q: 3 clusters Score -993793.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -993794.187500 Penalty: 4346.893066
	Iteration 24Q: 3 clusters Score -993794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -993794.562500 Penalty: 4346.893066
	Iteration 25Q: 3 clusters Score -993794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -993795.000000 Penalty: 4346.893066
	Iteration 26Q: 3 clusters Score -993795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -993798.187500 Penalty: 4346.893066
	Iteration 27Q: 3 clusters Score -993798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -993799.250000 Penalty: 4346.893066
	Iteration 28Q: 3 clusters Score -993799.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -993799.125000 Penalty: 4346.893066
	Iteration 29Q: 3 clusters Score -993799.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -993801.500000 Penalty: 4346.893066
	Iteration 30Q: 3 clusters Score -993801.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -993804.437500 Penalty: 4346.893066
	Iteration 31Q: 3 clusters Score -993804.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -993804.750000 Penalty: 4346.893066
	Iteration 32Q: 3 clusters Score -993804.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -993807.187500 Penalty: 4346.893066
	Iteration 33Q: 3 clusters Score -993807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -993806.937500 Penalty: 4346.893066
	Iteration 34Q: 3 clusters Score -993806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -993808.625000 Penalty: 4346.893066
	Iteration 35Q: 3 clusters Score -993808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -993808.625000 Penalty: 4346.893066
	Iteration 36F: 3 clusters Score -993808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 4169 members 
Mstep: Class 4 contains 13403 members 
Mstep: Class 5 contains 49267 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 15609 members 
Mstep: Class 9 contains 21948 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12585 members 
Mstep: Class 12 contains 7607 members 
Mstep: Class 13 contains 37176 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 57601 members 
Mstep: Class 16 contains 65788 members 
Mstep: Class 17 contains 3828 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 4873 members 
Mstep: Class 20 contains 13875 members 
Mstep: Class 21 contains 27831 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123551 members 
Mstep: Class 24 contains 33769 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 19941 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 127154 members 
Mstep: Class 30 contains 12256 members 
Mstep: Class 31 contains 53014 members 
Mstep: Class 32 contains 14316 members 
Mstep: Class 33 contains 4162 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 2230 members 
Entering Unmasked Estep 
Score: -122505360.000000 Penalty: 117992.593750
Splitting cluster 3 changes total score from -122506016.000000 to -122505360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (13403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Entering Unmasked Estep 
Score: -1963465.000000 Penalty: 2356.802002
	Iteration 0F: 2 clusters Score -1963465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1953667.250000 Penalty: 4713.604004
	Iteration 0F: 3 clusters Score -1953667 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1956968.625000 Penalty: 4713.604004
	Iteration 1F: 3 clusters Score -1956969 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1957523.500000 Penalty: 4713.604004
	Iteration 2F: 3 clusters Score -1957524 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1958008.250000 Penalty: 4713.604004
	Iteration 3F: 3 clusters Score -1958008 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1958471.875000 Penalty: 4713.604004
	Iteration 4F: 3 clusters Score -1958472 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1958931.625000 Penalty: 4713.604004
	Iteration 5F: 3 clusters Score -1958932 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1959381.750000 Penalty: 4713.604004
	Iteration 6Q: 3 clusters Score -1959382 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1959782.500000 Penalty: 4713.604004
	Iteration 7Q: 3 clusters Score -1959782 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1960129.375000 Penalty: 4713.604004
	Iteration 8Q: 3 clusters Score -1960129 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1960341.125000 Penalty: 4713.604004
	Iteration 9Q: 3 clusters Score -1960341 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1960472.500000 Penalty: 4713.604004
	Iteration 10Q: 3 clusters Score -1960472 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1960573.375000 Penalty: 4713.604004
	Iteration 11Q: 3 clusters Score -1960573 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1960629.875000 Penalty: 4713.604004
	Iteration 12Q: 3 clusters Score -1960630 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1960683.750000 Penalty: 4713.604004
	Iteration 13Q: 3 clusters Score -1960684 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1960736.125000 Penalty: 4713.604004
	Iteration 14Q: 3 clusters Score -1960736 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1960762.250000 Penalty: 4713.604004
	Iteration 15Q: 3 clusters Score -1960762 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1960784.625000 Penalty: 4713.604004
	Iteration 16Q: 3 clusters Score -1960785 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1960810.750000 Penalty: 4713.604004
	Iteration 17Q: 3 clusters Score -1960811 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1960829.500000 Penalty: 4713.604004
	Iteration 18Q: 3 clusters Score -1960830 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1960840.375000 Penalty: 4713.604004
	Iteration 19Q: 3 clusters Score -1960840 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1960870.750000 Penalty: 4713.604004
	Iteration 20F: 3 clusters Score -1960871 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1960894.875000 Penalty: 4713.604004
	Iteration 21Q: 3 clusters Score -1960895 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1960921.875000 Penalty: 4713.604004
	Iteration 22Q: 3 clusters Score -1960922 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1960960.375000 Penalty: 4713.604004
	Iteration 23Q: 3 clusters Score -1960960 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1960994.750000 Penalty: 4713.604004
	Iteration 24Q: 3 clusters Score -1960995 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1961024.625000 Penalty: 4713.604004
	Iteration 25Q: 3 clusters Score -1961025 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1961061.875000 Penalty: 4713.604004
	Iteration 26Q: 3 clusters Score -1961062 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1961100.000000 Penalty: 4713.604004
	Iteration 27Q: 3 clusters Score -1961100 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1961140.625000 Penalty: 4713.604004
	Iteration 28Q: 3 clusters Score -1961141 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1961180.375000 Penalty: 4713.604004
	Iteration 29Q: 3 clusters Score -1961180 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1961224.000000 Penalty: 4713.604004
	Iteration 30Q: 3 clusters Score -1961224 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1961264.000000 Penalty: 4713.604004
	Iteration 31Q: 3 clusters Score -1961264 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1961300.750000 Penalty: 4713.604004
	Iteration 32Q: 3 clusters Score -1961301 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1961335.375000 Penalty: 4713.604004
	Iteration 33Q: 3 clusters Score -1961335 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1961377.750000 Penalty: 4713.604004
	Iteration 34Q: 3 clusters Score -1961378 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1961416.875000 Penalty: 4713.604004
	Iteration 35Q: 3 clusters Score -1961417 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1961448.000000 Penalty: 4713.604004
	Iteration 36Q: 3 clusters Score -1961448 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1961468.250000 Penalty: 4713.604004
	Iteration 37Q: 3 clusters Score -1961468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1961493.625000 Penalty: 4713.604004
	Iteration 38Q: 3 clusters Score -1961494 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1961517.125000 Penalty: 4713.604004
	Iteration 39Q: 3 clusters Score -1961517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1961539.250000 Penalty: 4713.604004
	Iteration 40F: 3 clusters Score -1961539 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1961555.750000 Penalty: 4713.604004
	Iteration 41Q: 3 clusters Score -1961556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1961572.250000 Penalty: 4713.604004
	Iteration 42Q: 3 clusters Score -1961572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1961589.250000 Penalty: 4713.604004
	Iteration 43Q: 3 clusters Score -1961589 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1961609.750000 Penalty: 4713.604004
	Iteration 44Q: 3 clusters Score -1961610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1961636.000000 Penalty: 4713.604004
	Iteration 45Q: 3 clusters Score -1961636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1961662.750000 Penalty: 4713.604004
	Iteration 46Q: 3 clusters Score -1961663 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1961690.500000 Penalty: 4713.604004
	Iteration 47Q: 3 clusters Score -1961690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1961709.500000 Penalty: 4713.604004
	Iteration 48Q: 3 clusters Score -1961710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1961738.375000 Penalty: 4713.604004
	Iteration 49Q: 3 clusters Score -1961738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1961758.750000 Penalty: 4713.604004
	Iteration 50Q: 3 clusters Score -1961759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1961779.500000 Penalty: 4713.604004
	Iteration 51Q: 3 clusters Score -1961780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1961790.750000 Penalty: 4713.604004
	Iteration 52Q: 3 clusters Score -1961791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1961803.625000 Penalty: 4713.604004
	Iteration 53Q: 3 clusters Score -1961804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1961818.500000 Penalty: 4713.604004
	Iteration 54Q: 3 clusters Score -1961818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1961839.375000 Penalty: 4713.604004
	Iteration 55Q: 3 clusters Score -1961839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1961854.625000 Penalty: 4713.604004
	Iteration 56Q: 3 clusters Score -1961855 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1961870.875000 Penalty: 4713.604004
	Iteration 57Q: 3 clusters Score -1961871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1961886.625000 Penalty: 4713.604004
	Iteration 58Q: 3 clusters Score -1961887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1961900.625000 Penalty: 4713.604004
	Iteration 59Q: 3 clusters Score -1961901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1961913.625000 Penalty: 4713.604004
	Iteration 60F: 3 clusters Score -1961914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1961934.125000 Penalty: 4713.604004
	Iteration 61Q: 3 clusters Score -1961934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1961949.250000 Penalty: 4713.604004
	Iteration 62Q: 3 clusters Score -1961949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1961978.750000 Penalty: 4713.604004
	Iteration 63Q: 3 clusters Score -1961979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1961996.750000 Penalty: 4713.604004
	Iteration 64Q: 3 clusters Score -1961997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1962009.375000 Penalty: 4713.604004
	Iteration 65Q: 3 clusters Score -1962009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1962025.625000 Penalty: 4713.604004
	Iteration 66Q: 3 clusters Score -1962026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1962034.000000 Penalty: 4713.604004
	Iteration 67Q: 3 clusters Score -1962034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1962039.875000 Penalty: 4713.604004
	Iteration 68Q: 3 clusters Score -1962040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1962042.125000 Penalty: 4713.604004
	Iteration 69Q: 3 clusters Score -1962042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1962042.250000 Penalty: 4713.604004
	Iteration 70Q: 3 clusters Score -1962042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1962044.125000 Penalty: 4713.604004
	Iteration 71Q: 3 clusters Score -1962044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1962041.500000 Penalty: 4713.604004
	Iteration 72Q: 3 clusters Score -1962042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1962045.625000 Penalty: 4713.604004
	Iteration 73Q: 3 clusters Score -1962046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1962051.375000 Penalty: 4713.604004
	Iteration 74Q: 3 clusters Score -1962051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1962051.125000 Penalty: 4713.604004
	Iteration 75Q: 3 clusters Score -1962051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1962050.625000 Penalty: 4713.604004
	Iteration 76Q: 3 clusters Score -1962051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1962050.625000 Penalty: 4713.604004
	Iteration 77F: 3 clusters Score -1962051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Entering Unmasked Estep 
Score: -7729001.500000 Penalty: 2679.642334
	Iteration 0F: 2 clusters Score -7729002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -7695673.500000 Penalty: 5359.284668
	Iteration 0F: 3 clusters Score -7695674 nChanged 22787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -7708587.000000 Penalty: 5359.284668
	Iteration 1F: 3 clusters Score -7708587 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -7709338.000000 Penalty: 5359.284668
	Iteration 2Q: 3 clusters Score -7709338 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -7710141.000000 Penalty: 5359.284668
	Iteration 3Q: 3 clusters Score -7710141 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -7711025.500000 Penalty: 5359.284668
	Iteration 4Q: 3 clusters Score -7711026 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -7712009.000000 Penalty: 5359.284668
	Iteration 5Q: 3 clusters Score -7712009 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -7713291.000000 Penalty: 5359.284668
	Iteration 6F: 3 clusters Score -7713291 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -7715103.500000 Penalty: 5359.284668
	Iteration 7F: 3 clusters Score -7715104 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -7717646.000000 Penalty: 5359.284668
	Iteration 8F: 3 clusters Score -7717646 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -7720496.000000 Penalty: 5359.284668
	Iteration 9F: 3 clusters Score -7720496 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -7723365.000000 Penalty: 5359.284668
	Iteration 10F: 3 clusters Score -7723365 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -7725574.500000 Penalty: 5359.284668
	Iteration 11Q: 3 clusters Score -7725574 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -7726912.000000 Penalty: 5359.284668
	Iteration 12Q: 3 clusters Score -7726912 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -7727616.000000 Penalty: 5359.284668
	Iteration 13Q: 3 clusters Score -7727616 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -7728009.500000 Penalty: 5359.284668
	Iteration 14Q: 3 clusters Score -7728010 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -7728262.000000 Penalty: 5359.284668
	Iteration 15Q: 3 clusters Score -7728262 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -7728392.500000 Penalty: 5359.284668
	Iteration 16Q: 3 clusters Score -7728392 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -7728501.500000 Penalty: 5359.284668
	Iteration 17Q: 3 clusters Score -7728502 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -7728588.500000 Penalty: 5359.284668
	Iteration 18Q: 3 clusters Score -7728588 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -7728648.000000 Penalty: 5359.284668
	Iteration 19Q: 3 clusters Score -7728648 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -7728679.500000 Penalty: 5359.284668
	Iteration 20F: 3 clusters Score -7728680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -7728702.000000 Penalty: 5359.284668
	Iteration 21Q: 3 clusters Score -7728702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -7728712.500000 Penalty: 5359.284668
	Iteration 22Q: 3 clusters Score -7728712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -7728720.500000 Penalty: 5359.284668
	Iteration 23Q: 3 clusters Score -7728720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -7728751.000000 Penalty: 5359.284668
	Iteration 24Q: 3 clusters Score -7728751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -7728758.500000 Penalty: 5359.284668
	Iteration 25Q: 3 clusters Score -7728758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -7728759.000000 Penalty: 5359.284668
	Iteration 26Q: 3 clusters Score -7728759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -7728775.000000 Penalty: 5359.284668
	Iteration 27Q: 3 clusters Score -7728775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -7728770.000000 Penalty: 5359.284668
	Iteration 28Q: 3 clusters Score -7728770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -7728774.500000 Penalty: 5359.284668
	Iteration 29Q: 3 clusters Score -7728774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -7728776.000000 Penalty: 5359.284668
	Iteration 30Q: 3 clusters Score -7728776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -7728772.000000 Penalty: 5359.284668
	Iteration 31Q: 3 clusters Score -7728772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -7728778.000000 Penalty: 5359.284668
	Iteration 32Q: 3 clusters Score -7728778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -7728778.500000 Penalty: 5359.284668
	Iteration 33Q: 3 clusters Score -7728778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -7728779.500000 Penalty: 5359.284668
	Iteration 34Q: 3 clusters Score -7728780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -7728781.000000 Penalty: 5359.284668
	Iteration 35Q: 3 clusters Score -7728781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -7728782.000000 Penalty: 5359.284668
	Iteration 36Q: 3 clusters Score -7728782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -7728784.500000 Penalty: 5359.284668
	Iteration 37Q: 3 clusters Score -7728784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -7728780.500000 Penalty: 5359.284668
	Iteration 38Q: 3 clusters Score -7728780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -7728781.000000 Penalty: 5359.284668
	Iteration 39Q: 3 clusters Score -7728781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -7728777.500000 Penalty: 5359.284668
	Iteration 40F: 3 clusters Score -7728778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -7728775.000000 Penalty: 5359.284668
	Iteration 41Q: 3 clusters Score -7728775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -7728774.500000 Penalty: 5359.284668
	Iteration 42Q: 3 clusters Score -7728774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -7728778.000000 Penalty: 5359.284668
	Iteration 43Q: 3 clusters Score -7728778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -7728786.500000 Penalty: 5359.284668
	Iteration 44Q: 3 clusters Score -7728786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -7728786.500000 Penalty: 5359.284668
	Iteration 45Q: 3 clusters Score -7728786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -7728785.500000 Penalty: 5359.284668
	Iteration 46Q: 3 clusters Score -7728786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -7728783.500000 Penalty: 5359.284668
	Iteration 47Q: 3 clusters Score -7728784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -7728784.000000 Penalty: 5359.284668
	Iteration 48Q: 3 clusters Score -7728784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -7728785.500000 Penalty: 5359.284668
	Iteration 49Q: 3 clusters Score -7728786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -7728785.500000 Penalty: 5359.284668
	Iteration 50F: 3 clusters Score -7728786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Entering Unmasked Estep 
Score: -1016976.187500 Penalty: 2180.665283
	Iteration 0F: 2 clusters Score -1016976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1011499.250000 Penalty: 4361.330566
	Iteration 0F: 3 clusters Score -1011499 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1013224.687500 Penalty: 4361.330566
	Iteration 1F: 3 clusters Score -1013225 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1013732.875000 Penalty: 4361.330566
	Iteration 2F: 3 clusters Score -1013733 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1014148.500000 Penalty: 4361.330566
	Iteration 3F: 3 clusters Score -1014148 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1014512.687500 Penalty: 4361.330566
	Iteration 4F: 3 clusters Score -1014513 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1014818.250000 Penalty: 4361.330566
	Iteration 5F: 3 clusters Score -1014818 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1015048.500000 Penalty: 4361.330566
	Iteration 6Q: 3 clusters Score -1015048 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1015221.687500 Penalty: 4361.330566
	Iteration 7Q: 3 clusters Score -1015222 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1015316.812500 Penalty: 4361.330566
	Iteration 8Q: 3 clusters Score -1015317 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1015375.375000 Penalty: 4361.330566
	Iteration 9Q: 3 clusters Score -1015375 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1015414.375000 Penalty: 4361.330566
	Iteration 10Q: 3 clusters Score -1015414 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1015436.187500 Penalty: 4361.330566
	Iteration 11Q: 3 clusters Score -1015436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1015456.750000 Penalty: 4361.330566
	Iteration 12Q: 3 clusters Score -1015457 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1015470.250000 Penalty: 4361.330566
	Iteration 13Q: 3 clusters Score -1015470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1015482.250000 Penalty: 4361.330566
	Iteration 14Q: 3 clusters Score -1015482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1015495.500000 Penalty: 4361.330566
	Iteration 15Q: 3 clusters Score -1015496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1015503.437500 Penalty: 4361.330566
	Iteration 16Q: 3 clusters Score -1015503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1015507.875000 Penalty: 4361.330566
	Iteration 17Q: 3 clusters Score -1015508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1015512.062500 Penalty: 4361.330566
	Iteration 18Q: 3 clusters Score -1015512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1015516.562500 Penalty: 4361.330566
	Iteration 19Q: 3 clusters Score -1015517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1015521.375000 Penalty: 4361.330566
	Iteration 20F: 3 clusters Score -1015521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1015531.312500 Penalty: 4361.330566
	Iteration 21Q: 3 clusters Score -1015531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1015538.250000 Penalty: 4361.330566
	Iteration 22Q: 3 clusters Score -1015538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1015540.312500 Penalty: 4361.330566
	Iteration 23Q: 3 clusters Score -1015540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1015545.625000 Penalty: 4361.330566
	Iteration 24Q: 3 clusters Score -1015546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1015553.812500 Penalty: 4361.330566
	Iteration 25Q: 3 clusters Score -1015554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1015560.500000 Penalty: 4361.330566
	Iteration 26Q: 3 clusters Score -1015560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1015568.437500 Penalty: 4361.330566
	Iteration 27Q: 3 clusters Score -1015568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1015584.000000 Penalty: 4361.330566
	Iteration 28Q: 3 clusters Score -1015584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1015598.062500 Penalty: 4361.330566
	Iteration 29Q: 3 clusters Score -1015598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1015607.687500 Penalty: 4361.330566
	Iteration 30Q: 3 clusters Score -1015608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1015625.500000 Penalty: 4361.330566
	Iteration 31Q: 3 clusters Score -1015626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1015650.500000 Penalty: 4361.330566
	Iteration 32Q: 3 clusters Score -1015650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1015696.437500 Penalty: 4361.330566
	Iteration 33Q: 3 clusters Score -1015696 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1015757.125000 Penalty: 4361.330566
	Iteration 34Q: 3 clusters Score -1015757 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1015850.500000 Penalty: 4361.330566
	Iteration 35Q: 3 clusters Score -1015850 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1015943.312500 Penalty: 4361.330566
	Iteration 36Q: 3 clusters Score -1015943 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1016006.375000 Penalty: 4361.330566
	Iteration 37Q: 3 clusters Score -1016006 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1016049.562500 Penalty: 4361.330566
	Iteration 38Q: 3 clusters Score -1016050 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1016085.687500 Penalty: 4361.330566
	Iteration 39Q: 3 clusters Score -1016086 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1016109.500000 Penalty: 4361.330566
	Iteration 40F: 3 clusters Score -1016110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1016123.875000 Penalty: 4361.330566
	Iteration 41Q: 3 clusters Score -1016124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1016137.187500 Penalty: 4361.330566
	Iteration 42Q: 3 clusters Score -1016137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1016141.625000 Penalty: 4361.330566
	Iteration 43Q: 3 clusters Score -1016142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1016147.687500 Penalty: 4361.330566
	Iteration 44Q: 3 clusters Score -1016148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1016153.250000 Penalty: 4361.330566
	Iteration 45Q: 3 clusters Score -1016153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1016158.125000 Penalty: 4361.330566
	Iteration 46Q: 3 clusters Score -1016158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1016161.750000 Penalty: 4361.330566
	Iteration 47Q: 3 clusters Score -1016162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1016164.437500 Penalty: 4361.330566
	Iteration 48Q: 3 clusters Score -1016164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1016168.125000 Penalty: 4361.330566
	Iteration 49Q: 3 clusters Score -1016168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1016174.500000 Penalty: 4361.330566
	Iteration 50Q: 3 clusters Score -1016174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1016178.437500 Penalty: 4361.330566
	Iteration 51Q: 3 clusters Score -1016178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1016183.562500 Penalty: 4361.330566
	Iteration 52Q: 3 clusters Score -1016184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1016188.250000 Penalty: 4361.330566
	Iteration 53Q: 3 clusters Score -1016188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1016193.812500 Penalty: 4361.330566
	Iteration 54Q: 3 clusters Score -1016194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1016195.437500 Penalty: 4361.330566
	Iteration 55Q: 3 clusters Score -1016195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1016197.375000 Penalty: 4361.330566
	Iteration 56Q: 3 clusters Score -1016197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1016199.812500 Penalty: 4361.330566
	Iteration 57Q: 3 clusters Score -1016200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1016199.937500 Penalty: 4361.330566
	Iteration 58Q: 3 clusters Score -1016200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1016201.500000 Penalty: 4361.330566
	Iteration 59Q: 3 clusters Score -1016202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1016201.437500 Penalty: 4361.330566
	Iteration 60F: 3 clusters Score -1016201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1016199.750000 Penalty: 4361.330566
	Iteration 61Q: 3 clusters Score -1016200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1016201.312500 Penalty: 4361.330566
	Iteration 62Q: 3 clusters Score -1016201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1016201.937500 Penalty: 4361.330566
	Iteration 63Q: 3 clusters Score -1016202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1016201.937500 Penalty: 4361.330566
	Iteration 64Q: 3 clusters Score -1016202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1016205.250000 Penalty: 4361.330566
	Iteration 65Q: 3 clusters Score -1016205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1016205.187500 Penalty: 4361.330566
	Iteration 66Q: 3 clusters Score -1016205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1016206.812500 Penalty: 4361.330566
	Iteration 67Q: 3 clusters Score -1016207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1016206.812500 Penalty: 4361.330566
	Iteration 68F: 3 clusters Score -1016207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -220918.421875 Penalty: 1824.515747
	Iteration 0F: 2 clusters Score -220918.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -218706.562500 Penalty: 3649.031494
	Iteration 0F: 3 clusters Score -218706.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -219518.203125 Penalty: 3649.031494
	Iteration 1F: 3 clusters Score -219518.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -219935.640625 Penalty: 3649.031494
	Iteration 2F: 3 clusters Score -219935.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -220387.578125 Penalty: 3649.031494
	Iteration 3F: 3 clusters Score -220387.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -221087.812500 Penalty: 3649.031494
	Iteration 4F: 3 clusters Score -221087.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -221880.375000 Penalty: 3649.031494
	Iteration 5F: 3 clusters Score -221880.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -222539.218750 Penalty: 3649.031494
	Iteration 6F: 3 clusters Score -222539.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -223370.343750 Penalty: 3649.031494
	Iteration 7F: 3 clusters Score -223370.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -223726.421875 Penalty: 3649.031494
	Iteration 8Q: 3 clusters Score -223726.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -223857.890625 Penalty: 3649.031494
	Iteration 9Q: 3 clusters Score -223857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -223864.656250 Penalty: 3649.031494
	Iteration 10Q: 3 clusters Score -223864.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -223864.656250 Penalty: 3649.031494
	Iteration 11F: 3 clusters Score -223864.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 13403 members 
Mstep: Class 5 contains 49267 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 15609 members 
Mstep: Class 9 contains 21948 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12585 members 
Mstep: Class 12 contains 7607 members 
Mstep: Class 13 contains 37176 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 57601 members 
Mstep: Class 16 contains 65788 members 
Mstep: Class 17 contains 3828 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 4873 members 
Mstep: Class 20 contains 13875 members 
Mstep: Class 21 contains 27831 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123551 members 
Mstep: Class 24 contains 33769 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 19941 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 127154 members 
Mstep: Class 30 contains 12256 members 
Mstep: Class 31 contains 53014 members 
Mstep: Class 32 contains 14316 members 
Mstep: Class 33 contains 4162 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 689 members 
Entering Unmasked Estep 
Score: -122507688.000000 Penalty: 117992.593750
Splitting cluster 7 changes total score from -122506016.000000 to -122507688.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 8 (15609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Entering Unmasked Estep 
Score: -2468197.000000 Penalty: 2394.589600
	Iteration 0F: 2 clusters Score -2468197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2457061.500000 Penalty: 4789.179199
	Iteration 0F: 3 clusters Score -2457062 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2460844.500000 Penalty: 4789.179199
	Iteration 1F: 3 clusters Score -2460844 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2461462.500000 Penalty: 4789.179199
	Iteration 2F: 3 clusters Score -2461462 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2462061.000000 Penalty: 4789.179199
	Iteration 3F: 3 clusters Score -2462061 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2462656.750000 Penalty: 4789.179199
	Iteration 4F: 3 clusters Score -2462657 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2463237.750000 Penalty: 4789.179199
	Iteration 5F: 3 clusters Score -2463238 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2463753.000000 Penalty: 4789.179199
	Iteration 6F: 3 clusters Score -2463753 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2464249.500000 Penalty: 4789.179199
	Iteration 7Q: 3 clusters Score -2464250 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2464799.500000 Penalty: 4789.179199
	Iteration 8Q: 3 clusters Score -2464800 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2465355.500000 Penalty: 4789.179199
	Iteration 9Q: 3 clusters Score -2465356 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2465926.250000 Penalty: 4789.179199
	Iteration 10Q: 3 clusters Score -2465926 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2466425.500000 Penalty: 4789.179199
	Iteration 11Q: 3 clusters Score -2466426 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2466835.250000 Penalty: 4789.179199
	Iteration 12Q: 3 clusters Score -2466835 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2467156.750000 Penalty: 4789.179199
	Iteration 13Q: 3 clusters Score -2467157 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2467370.750000 Penalty: 4789.179199
	Iteration 14Q: 3 clusters Score -2467371 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2467502.000000 Penalty: 4789.179199
	Iteration 15Q: 3 clusters Score -2467502 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2467556.250000 Penalty: 4789.179199
	Iteration 16Q: 3 clusters Score -2467556 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2467589.250000 Penalty: 4789.179199
	Iteration 17Q: 3 clusters Score -2467589 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2467608.000000 Penalty: 4789.179199
	Iteration 18Q: 3 clusters Score -2467608 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2467620.500000 Penalty: 4789.179199
	Iteration 19Q: 3 clusters Score -2467620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2467630.750000 Penalty: 4789.179199
	Iteration 20F: 3 clusters Score -2467631 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2467642.250000 Penalty: 4789.179199
	Iteration 21Q: 3 clusters Score -2467642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2467649.500000 Penalty: 4789.179199
	Iteration 22Q: 3 clusters Score -2467650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2467651.250000 Penalty: 4789.179199
	Iteration 23Q: 3 clusters Score -2467651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2467650.500000 Penalty: 4789.179199
	Iteration 24Q: 3 clusters Score -2467650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2467653.750000 Penalty: 4789.179199
	Iteration 25Q: 3 clusters Score -2467654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2467657.000000 Penalty: 4789.179199
	Iteration 26Q: 3 clusters Score -2467657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2467656.250000 Penalty: 4789.179199
	Iteration 27Q: 3 clusters Score -2467656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2467660.250000 Penalty: 4789.179199
	Iteration 28Q: 3 clusters Score -2467660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2467659.000000 Penalty: 4789.179199
	Iteration 29Q: 3 clusters Score -2467659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2467657.750000 Penalty: 4789.179199
	Iteration 30Q: 3 clusters Score -2467658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2467660.500000 Penalty: 4789.179199
	Iteration 31Q: 3 clusters Score -2467660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2467658.250000 Penalty: 4789.179199
	Iteration 32Q: 3 clusters Score -2467658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2467660.000000 Penalty: 4789.179199
	Iteration 33Q: 3 clusters Score -2467660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2467660.500000 Penalty: 4789.179199
	Iteration 34Q: 3 clusters Score -2467660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2467660.500000 Penalty: 4789.179199
	Iteration 35F: 3 clusters Score -2467660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Entering Unmasked Estep 
Score: -3426800.750000 Penalty: 2479.114990
	Iteration 0F: 2 clusters Score -3426801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3411505.250000 Penalty: 4958.229980
	Iteration 0F: 3 clusters Score -3411505 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3416845.500000 Penalty: 4958.229980
	Iteration 1F: 3 clusters Score -3416846 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3417674.750000 Penalty: 4958.229980
	Iteration 2F: 3 clusters Score -3417675 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3418975.750000 Penalty: 4958.229980
	Iteration 3F: 3 clusters Score -3418976 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -3421095.250000 Penalty: 4958.229980
	Iteration 4F: 3 clusters Score -3421095 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3423605.500000 Penalty: 4958.229980
	Iteration 5F: 3 clusters Score -3423606 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3425577.750000 Penalty: 4958.229980
	Iteration 6F: 3 clusters Score -3425578 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3427133.500000 Penalty: 4958.229980
	Iteration 7F: 3 clusters Score -3427134 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3428736.000000 Penalty: 4958.229980
	Iteration 8Q: 3 clusters Score -3428736 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3430170.000000 Penalty: 4958.229980
	Iteration 9Q: 3 clusters Score -3430170 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3430978.500000 Penalty: 4958.229980
	Iteration 10Q: 3 clusters Score -3430978 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3431187.250000 Penalty: 4958.229980
	Iteration 11Q: 3 clusters Score -3431187 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3431277.750000 Penalty: 4958.229980
	Iteration 12Q: 3 clusters Score -3431278 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3431326.250000 Penalty: 4958.229980
	Iteration 13Q: 3 clusters Score -3431326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3431356.750000 Penalty: 4958.229980
	Iteration 14Q: 3 clusters Score -3431357 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3431369.250000 Penalty: 4958.229980
	Iteration 15Q: 3 clusters Score -3431369 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3431379.750000 Penalty: 4958.229980
	Iteration 16Q: 3 clusters Score -3431380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3431375.750000 Penalty: 4958.229980
	Iteration 17Q: 3 clusters Score -3431376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3431382.750000 Penalty: 4958.229980
	Iteration 18Q: 3 clusters Score -3431383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3431380.250000 Penalty: 4958.229980
	Iteration 19Q: 3 clusters Score -3431380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3431379.750000 Penalty: 4958.229980
	Iteration 20F: 3 clusters Score -3431380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3431374.500000 Penalty: 4958.229980
	Iteration 21Q: 3 clusters Score -3431374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3431374.500000 Penalty: 4958.229980
	Iteration 22F: 3 clusters Score -3431374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 13403 members 
Mstep: Class 5 contains 49267 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 15609 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 10 contains 1368 members 
Mstep: Class 11 contains 12585 members 
Mstep: Class 12 contains 7607 members 
Mstep: Class 13 contains 37176 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 57601 members 
Mstep: Class 16 contains 65788 members 
Mstep: Class 17 contains 3828 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 4873 members 
Mstep: Class 20 contains 13875 members 
Mstep: Class 21 contains 27831 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123551 members 
Mstep: Class 24 contains 33769 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 19941 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 127154 members 
Mstep: Class 30 contains 12256 members 
Mstep: Class 31 contains 53014 members 
Mstep: Class 32 contains 14316 members 
Mstep: Class 33 contains 4162 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 15211 members 
Entering Unmasked Estep 
Score: -122511952.000000 Penalty: 121363.804688
Splitting cluster 9 changes total score from -122506016.000000 to -122511952.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 10 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -195620.453125 Penalty: 1790.834106
	Iteration 0F: 2 clusters Score -195620.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -193482.750000 Penalty: 3581.668213
	Iteration 0F: 3 clusters Score -193482.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -194211.265625 Penalty: 3581.668213
	Iteration 1F: 3 clusters Score -194211.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -194687.656250 Penalty: 3581.668213
	Iteration 2F: 3 clusters Score -194687.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -194968.937500 Penalty: 3581.668213
	Iteration 3F: 3 clusters Score -194968.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -195251.859375 Penalty: 3581.668213
	Iteration 4F: 3 clusters Score -195251.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -195793.687500 Penalty: 3581.668213
	Iteration 5F: 3 clusters Score -195793.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -196058.281250 Penalty: 3581.668213
	Iteration 6Q: 3 clusters Score -196058.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -196113.109375 Penalty: 3581.668213
	Iteration 7Q: 3 clusters Score -196113.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -196139.437500 Penalty: 3581.668213
	Iteration 8Q: 3 clusters Score -196139.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -196157.703125 Penalty: 3581.668213
	Iteration 9Q: 3 clusters Score -196157.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -196168.875000 Penalty: 3581.668213
	Iteration 10Q: 3 clusters Score -196168.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -196180.093750 Penalty: 3581.668213
	Iteration 11Q: 3 clusters Score -196180.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -196181.984375 Penalty: 3581.668213
	Iteration 12Q: 3 clusters Score -196182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -196186.453125 Penalty: 3581.668213
	Iteration 13Q: 3 clusters Score -196186.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -196188.546875 Penalty: 3581.668213
	Iteration 14Q: 3 clusters Score -196188.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -196188.546875 Penalty: 3581.668213
	Iteration 15F: 3 clusters Score -196188.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 13403 members 
Mstep: Class 5 contains 49267 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 15609 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 10 contains 738 members 
Mstep: Class 11 contains 12585 members 
Mstep: Class 12 contains 7607 members 
Mstep: Class 13 contains 37176 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 57601 members 
Mstep: Class 16 contains 65788 members 
Mstep: Class 17 contains 3828 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 4873 members 
Mstep: Class 20 contains 13875 members 
Mstep: Class 21 contains 27831 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123551 members 
Mstep: Class 24 contains 33769 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 19941 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 127154 members 
Mstep: Class 30 contains 12256 members 
Mstep: Class 31 contains 53014 members 
Mstep: Class 32 contains 14316 members 
Mstep: Class 33 contains 4162 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 15211 members 
Mstep: Class 37 contains 630 members 
Entering Unmasked Estep 
Score: -122510760.000000 Penalty: 124735.023438
Splitting cluster 10 changes total score from -122506016.000000 to -122510760.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 11 (12585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Entering Unmasked Estep 
Score: -1957506.000000 Penalty: 2341.184814
	Iteration 0F: 2 clusters Score -1957506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1948249.375000 Penalty: 4682.369629
	Iteration 0F: 3 clusters Score -1948249 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1951461.250000 Penalty: 4682.369629
	Iteration 1F: 3 clusters Score -1951461 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1952872.750000 Penalty: 4682.369629
	Iteration 2F: 3 clusters Score -1952873 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1954797.875000 Penalty: 4682.369629
	Iteration 3F: 3 clusters Score -1954798 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1956404.000000 Penalty: 4682.369629
	Iteration 4F: 3 clusters Score -1956404 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1957190.750000 Penalty: 4682.369629
	Iteration 5F: 3 clusters Score -1957191 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1957433.375000 Penalty: 4682.369629
	Iteration 6Q: 3 clusters Score -1957433 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1957501.000000 Penalty: 4682.369629
	Iteration 7Q: 3 clusters Score -1957501 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1957534.000000 Penalty: 4682.369629
	Iteration 8Q: 3 clusters Score -1957534 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1957554.500000 Penalty: 4682.369629
	Iteration 9Q: 3 clusters Score -1957554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1957563.875000 Penalty: 4682.369629
	Iteration 10Q: 3 clusters Score -1957564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1957567.500000 Penalty: 4682.369629
	Iteration 11Q: 3 clusters Score -1957568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1957575.500000 Penalty: 4682.369629
	Iteration 12Q: 3 clusters Score -1957576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1957576.250000 Penalty: 4682.369629
	Iteration 13Q: 3 clusters Score -1957576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1957580.625000 Penalty: 4682.369629
	Iteration 14Q: 3 clusters Score -1957581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1957578.875000 Penalty: 4682.369629
	Iteration 15Q: 3 clusters Score -1957579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1957583.375000 Penalty: 4682.369629
	Iteration 16Q: 3 clusters Score -1957583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1957590.125000 Penalty: 4682.369629
	Iteration 17Q: 3 clusters Score -1957590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1957588.125000 Penalty: 4682.369629
	Iteration 18Q: 3 clusters Score -1957588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1957594.000000 Penalty: 4682.369629
	Iteration 19Q: 3 clusters Score -1957594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1957596.000000 Penalty: 4682.369629
	Iteration 20F: 3 clusters Score -1957596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1957596.125000 Penalty: 4682.369629
	Iteration 21Q: 3 clusters Score -1957596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1957594.625000 Penalty: 4682.369629
	Iteration 22Q: 3 clusters Score -1957595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1957597.625000 Penalty: 4682.369629
	Iteration 23Q: 3 clusters Score -1957598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1957601.250000 Penalty: 4682.369629
	Iteration 24Q: 3 clusters Score -1957601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1957602.625000 Penalty: 4682.369629
	Iteration 25Q: 3 clusters Score -1957603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1957602.625000 Penalty: 4682.369629
	Iteration 26Q: 3 clusters Score -1957603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1957603.500000 Penalty: 4682.369629
	Iteration 27Q: 3 clusters Score -1957604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1957601.875000 Penalty: 4682.369629
	Iteration 28Q: 3 clusters Score -1957602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1957603.875000 Penalty: 4682.369629
	Iteration 29Q: 3 clusters Score -1957604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1957604.125000 Penalty: 4682.369629
	Iteration 30Q: 3 clusters Score -1957604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1957607.375000 Penalty: 4682.369629
	Iteration 31Q: 3 clusters Score -1957607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1957606.125000 Penalty: 4682.369629
	Iteration 32Q: 3 clusters Score -1957606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1957605.125000 Penalty: 4682.369629
	Iteration 33Q: 3 clusters Score -1957605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1957607.750000 Penalty: 4682.369629
	Iteration 34Q: 3 clusters Score -1957608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1957611.500000 Penalty: 4682.369629
	Iteration 35Q: 3 clusters Score -1957612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1957610.875000 Penalty: 4682.369629
	Iteration 36Q: 3 clusters Score -1957611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1957615.125000 Penalty: 4682.369629
	Iteration 37Q: 3 clusters Score -1957615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1957612.875000 Penalty: 4682.369629
	Iteration 38Q: 3 clusters Score -1957613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1957616.750000 Penalty: 4682.369629
	Iteration 39Q: 3 clusters Score -1957617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1957616.500000 Penalty: 4682.369629
	Iteration 40F: 3 clusters Score -1957616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1957623.500000 Penalty: 4682.369629
	Iteration 41Q: 3 clusters Score -1957624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1957625.500000 Penalty: 4682.369629
	Iteration 42Q: 3 clusters Score -1957626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1957624.375000 Penalty: 4682.369629
	Iteration 43Q: 3 clusters Score -1957624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1957623.375000 Penalty: 4682.369629
	Iteration 44Q: 3 clusters Score -1957623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1957624.125000 Penalty: 4682.369629
	Iteration 45Q: 3 clusters Score -1957624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1957624.125000 Penalty: 4682.369629
	Iteration 46Q: 3 clusters Score -1957624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1957625.875000 Penalty: 4682.369629
	Iteration 47Q: 3 clusters Score -1957626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1957621.000000 Penalty: 4682.369629
	Iteration 48Q: 3 clusters Score -1957621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1957624.500000 Penalty: 4682.369629
	Iteration 49Q: 3 clusters Score -1957624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1957625.875000 Penalty: 4682.369629
	Iteration 50Q: 3 clusters Score -1957626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1957625.625000 Penalty: 4682.369629
	Iteration 51Q: 3 clusters Score -1957626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1957629.125000 Penalty: 4682.369629
	Iteration 52Q: 3 clusters Score -1957629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1957631.500000 Penalty: 4682.369629
	Iteration 53Q: 3 clusters Score -1957632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1957631.500000 Penalty: 4682.369629
	Iteration 54F: 3 clusters Score -1957632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 13403 members 
Mstep: Class 5 contains 49267 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 15609 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 10 contains 738 members 
Mstep: Class 11 contains 8084 members 
Mstep: Class 12 contains 7607 members 
Mstep: Class 13 contains 37176 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 57601 members 
Mstep: Class 16 contains 65788 members 
Mstep: Class 17 contains 3828 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 4873 members 
Mstep: Class 20 contains 13875 members 
Mstep: Class 21 contains 27831 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123551 members 
Mstep: Class 24 contains 33769 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 19941 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 127154 members 
Mstep: Class 30 contains 12256 members 
Mstep: Class 31 contains 53014 members 
Mstep: Class 32 contains 14316 members 
Mstep: Class 33 contains 4162 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 15211 members 
Mstep: Class 37 contains 630 members 
Mstep: Class 38 contains 4501 members 
Entering Unmasked Estep 
Score: -122510304.000000 Penalty: 128106.242188
Splitting cluster 11 changes total score from -122506016.000000 to -122510304.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 12 (7607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Entering Unmasked Estep 
Score: -1041513.062500 Penalty: 2216.332275
	Iteration 0F: 2 clusters Score -1041513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1035519.500000 Penalty: 4432.664551
	Iteration 0F: 3 clusters Score -1035520 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1038559.000000 Penalty: 4432.664551
	Iteration 1F: 3 clusters Score -1038559 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1040533.750000 Penalty: 4432.664551
	Iteration 2F: 3 clusters Score -1040534 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1041971.375000 Penalty: 4432.664551
	Iteration 3F: 3 clusters Score -1041971 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1042635.875000 Penalty: 4432.664551
	Iteration 4F: 3 clusters Score -1042636 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1042937.437500 Penalty: 4432.664551
	Iteration 5Q: 3 clusters Score -1042937 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1043099.562500 Penalty: 4432.664551
	Iteration 6Q: 3 clusters Score -1043100 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1043205.437500 Penalty: 4432.664551
	Iteration 7Q: 3 clusters Score -1043205 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1043296.937500 Penalty: 4432.664551
	Iteration 8Q: 3 clusters Score -1043297 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1043373.625000 Penalty: 4432.664551
	Iteration 9Q: 3 clusters Score -1043374 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1043430.000000 Penalty: 4432.664551
	Iteration 10Q: 3 clusters Score -1043430 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1043473.625000 Penalty: 4432.664551
	Iteration 11Q: 3 clusters Score -1043474 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1043519.000000 Penalty: 4432.664551
	Iteration 12Q: 3 clusters Score -1043519 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1043566.687500 Penalty: 4432.664551
	Iteration 13Q: 3 clusters Score -1043567 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1043619.187500 Penalty: 4432.664551
	Iteration 14Q: 3 clusters Score -1043619 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1043659.375000 Penalty: 4432.664551
	Iteration 15Q: 3 clusters Score -1043659 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1043703.187500 Penalty: 4432.664551
	Iteration 16Q: 3 clusters Score -1043703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1043753.937500 Penalty: 4432.664551
	Iteration 17Q: 3 clusters Score -1043754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1043793.250000 Penalty: 4432.664551
	Iteration 18Q: 3 clusters Score -1043793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1043829.187500 Penalty: 4432.664551
	Iteration 19Q: 3 clusters Score -1043829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1043862.500000 Penalty: 4432.664551
	Iteration 20F: 3 clusters Score -1043862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1043888.687500 Penalty: 4432.664551
	Iteration 21Q: 3 clusters Score -1043889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1043907.125000 Penalty: 4432.664551
	Iteration 22Q: 3 clusters Score -1043907 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1043932.937500 Penalty: 4432.664551
	Iteration 23Q: 3 clusters Score -1043933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1043951.062500 Penalty: 4432.664551
	Iteration 24Q: 3 clusters Score -1043951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1043971.687500 Penalty: 4432.664551
	Iteration 25Q: 3 clusters Score -1043972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1043991.500000 Penalty: 4432.664551
	Iteration 26Q: 3 clusters Score -1043992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1044028.312500 Penalty: 4432.664551
	Iteration 27Q: 3 clusters Score -1044028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1044064.062500 Penalty: 4432.664551
	Iteration 28Q: 3 clusters Score -1044064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1044095.687500 Penalty: 4432.664551
	Iteration 29Q: 3 clusters Score -1044096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1044115.062500 Penalty: 4432.664551
	Iteration 30Q: 3 clusters Score -1044115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1044126.750000 Penalty: 4432.664551
	Iteration 31Q: 3 clusters Score -1044127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1044136.812500 Penalty: 4432.664551
	Iteration 32Q: 3 clusters Score -1044137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1044140.250000 Penalty: 4432.664551
	Iteration 33Q: 3 clusters Score -1044140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1044143.500000 Penalty: 4432.664551
	Iteration 34Q: 3 clusters Score -1044144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1044145.375000 Penalty: 4432.664551
	Iteration 35Q: 3 clusters Score -1044145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1044147.562500 Penalty: 4432.664551
	Iteration 36Q: 3 clusters Score -1044148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1044148.000000 Penalty: 4432.664551
	Iteration 37Q: 3 clusters Score -1044148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1044148.187500 Penalty: 4432.664551
	Iteration 38Q: 3 clusters Score -1044148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1044147.875000 Penalty: 4432.664551
	Iteration 39Q: 3 clusters Score -1044148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1044184.562500 Penalty: 4432.664551
	Iteration 40F: 3 clusters Score -1044185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1044202.375000 Penalty: 4432.664551
	Iteration 41Q: 3 clusters Score -1044202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1044215.437500 Penalty: 4432.664551
	Iteration 42Q: 3 clusters Score -1044215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1044237.937500 Penalty: 4432.664551
	Iteration 43Q: 3 clusters Score -1044238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1044253.000000 Penalty: 4432.664551
	Iteration 44Q: 3 clusters Score -1044253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1044265.687500 Penalty: 4432.664551
	Iteration 45Q: 3 clusters Score -1044266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1044271.062500 Penalty: 4432.664551
	Iteration 46Q: 3 clusters Score -1044271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1044278.500000 Penalty: 4432.664551
	Iteration 47Q: 3 clusters Score -1044278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1044281.750000 Penalty: 4432.664551
	Iteration 48Q: 3 clusters Score -1044282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1044283.562500 Penalty: 4432.664551
	Iteration 49Q: 3 clusters Score -1044284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1044283.562500 Penalty: 4432.664551
	Iteration 50Q: 3 clusters Score -1044284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1044282.875000 Penalty: 4432.664551
	Iteration 51Q: 3 clusters Score -1044283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1044286.500000 Penalty: 4432.664551
	Iteration 52Q: 3 clusters Score -1044286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1044287.312500 Penalty: 4432.664551
	Iteration 53Q: 3 clusters Score -1044287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1044290.687500 Penalty: 4432.664551
	Iteration 54Q: 3 clusters Score -1044291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1044290.625000 Penalty: 4432.664551
	Iteration 55Q: 3 clusters Score -1044291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1044289.937500 Penalty: 4432.664551
	Iteration 56Q: 3 clusters Score -1044290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1044290.687500 Penalty: 4432.664551
	Iteration 57Q: 3 clusters Score -1044291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1044290.500000 Penalty: 4432.664551
	Iteration 58Q: 3 clusters Score -1044290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1044292.312500 Penalty: 4432.664551
	Iteration 59Q: 3 clusters Score -1044292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1044292.312500 Penalty: 4432.664551
	Iteration 60F: 3 clusters Score -1044292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 13403 members 
Mstep: Class 5 contains 49267 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 15609 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 10 contains 738 members 
Mstep: Class 11 contains 8084 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 37176 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 57601 members 
Mstep: Class 16 contains 65788 members 
Mstep: Class 17 contains 3828 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 4873 members 
Mstep: Class 20 contains 13875 members 
Mstep: Class 21 contains 27831 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123551 members 
Mstep: Class 24 contains 33769 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 19941 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 127154 members 
Mstep: Class 30 contains 12256 members 
Mstep: Class 31 contains 53014 members 
Mstep: Class 32 contains 14316 members 
Mstep: Class 33 contains 4162 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 15211 members 
Mstep: Class 37 contains 630 members 
Mstep: Class 38 contains 4501 members 
Mstep: Class 39 contains 5759 members 
Entering Unmasked Estep 
Score: -122512000.000000 Penalty: 131477.453125
Splitting cluster 12 changes total score from -122506016.000000 to -122512000.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 13 (37176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Entering Unmasked Estep 
Score: -5841192.500000 Penalty: 2609.807861
	Iteration 0F: 2 clusters Score -5841192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -5815830.500000 Penalty: 5219.615723
	Iteration 0F: 3 clusters Score -5815830 nChanged 16962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -5825360.500000 Penalty: 5219.615723
	Iteration 1F: 3 clusters Score -5825360 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -5826196.000000 Penalty: 5219.615723
	Iteration 2F: 3 clusters Score -5826196 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -5827447.500000 Penalty: 5219.615723
	Iteration 3F: 3 clusters Score -5827448 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -5829097.000000 Penalty: 5219.615723
	Iteration 4F: 3 clusters Score -5829097 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -5831366.500000 Penalty: 5219.615723
	Iteration 5F: 3 clusters Score -5831366 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -5833769.000000 Penalty: 5219.615723
	Iteration 6F: 3 clusters Score -5833769 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -5835824.000000 Penalty: 5219.615723
	Iteration 7F: 3 clusters Score -5835824 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -5837293.500000 Penalty: 5219.615723
	Iteration 8Q: 3 clusters Score -5837294 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -5838099.000000 Penalty: 5219.615723
	Iteration 9Q: 3 clusters Score -5838099 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -5838545.000000 Penalty: 5219.615723
	Iteration 10Q: 3 clusters Score -5838545 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -5838844.500000 Penalty: 5219.615723
	Iteration 11Q: 3 clusters Score -5838844 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -5839031.000000 Penalty: 5219.615723
	Iteration 12Q: 3 clusters Score -5839031 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -5839170.000000 Penalty: 5219.615723
	Iteration 13Q: 3 clusters Score -5839170 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -5839310.500000 Penalty: 5219.615723
	Iteration 14Q: 3 clusters Score -5839310 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5839437.000000 Penalty: 5219.615723
	Iteration 15Q: 3 clusters Score -5839437 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -5839504.000000 Penalty: 5219.615723
	Iteration 16Q: 3 clusters Score -5839504 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -5839562.500000 Penalty: 5219.615723
	Iteration 17Q: 3 clusters Score -5839562 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5839620.000000 Penalty: 5219.615723
	Iteration 18Q: 3 clusters Score -5839620 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5839657.500000 Penalty: 5219.615723
	Iteration 19Q: 3 clusters Score -5839658 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5839703.000000 Penalty: 5219.615723
	Iteration 20F: 3 clusters Score -5839703 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5839735.500000 Penalty: 5219.615723
	Iteration 21Q: 3 clusters Score -5839736 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5839753.000000 Penalty: 5219.615723
	Iteration 22Q: 3 clusters Score -5839753 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5839773.500000 Penalty: 5219.615723
	Iteration 23Q: 3 clusters Score -5839774 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5839781.000000 Penalty: 5219.615723
	Iteration 24Q: 3 clusters Score -5839781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5839796.500000 Penalty: 5219.615723
	Iteration 25Q: 3 clusters Score -5839796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5839819.000000 Penalty: 5219.615723
	Iteration 26Q: 3 clusters Score -5839819 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5839851.500000 Penalty: 5219.615723
	Iteration 27Q: 3 clusters Score -5839852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5839852.000000 Penalty: 5219.615723
	Iteration 28Q: 3 clusters Score -5839852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5839865.000000 Penalty: 5219.615723
	Iteration 29Q: 3 clusters Score -5839865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5839879.500000 Penalty: 5219.615723
	Iteration 30Q: 3 clusters Score -5839880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5839880.500000 Penalty: 5219.615723
	Iteration 31Q: 3 clusters Score -5839880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5839890.500000 Penalty: 5219.615723
	Iteration 32Q: 3 clusters Score -5839890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5839896.500000 Penalty: 5219.615723
	Iteration 33Q: 3 clusters Score -5839896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5839907.500000 Penalty: 5219.615723
	Iteration 34Q: 3 clusters Score -5839908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5839907.500000 Penalty: 5219.615723
	Iteration 35Q: 3 clusters Score -5839908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5839909.000000 Penalty: 5219.615723
	Iteration 36Q: 3 clusters Score -5839909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5839906.500000 Penalty: 5219.615723
	Iteration 37Q: 3 clusters Score -5839906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5839920.000000 Penalty: 5219.615723
	Iteration 38Q: 3 clusters Score -5839920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5839923.000000 Penalty: 5219.615723
	Iteration 39Q: 3 clusters Score -5839923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5839937.500000 Penalty: 5219.615723
	Iteration 40F: 3 clusters Score -5839938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5839938.500000 Penalty: 5219.615723
	Iteration 41Q: 3 clusters Score -5839938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5839940.000000 Penalty: 5219.615723
	Iteration 42Q: 3 clusters Score -5839940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5839948.500000 Penalty: 5219.615723
	Iteration 43Q: 3 clusters Score -5839948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5839951.000000 Penalty: 5219.615723
	Iteration 44Q: 3 clusters Score -5839951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5839952.500000 Penalty: 5219.615723
	Iteration 45Q: 3 clusters Score -5839952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5839949.000000 Penalty: 5219.615723
	Iteration 46Q: 3 clusters Score -5839949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5839953.500000 Penalty: 5219.615723
	Iteration 47Q: 3 clusters Score -5839954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5839948.500000 Penalty: 5219.615723
	Iteration 48Q: 3 clusters Score -5839948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5839948.500000 Penalty: 5219.615723
	Iteration 49Q: 3 clusters Score -5839948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5839955.000000 Penalty: 5219.615723
	Iteration 50Q: 3 clusters Score -5839955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5839959.500000 Penalty: 5219.615723
	Iteration 51Q: 3 clusters Score -5839960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5839954.500000 Penalty: 5219.615723
	Iteration 52Q: 3 clusters Score -5839954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5839957.000000 Penalty: 5219.615723
	Iteration 53Q: 3 clusters Score -5839957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5839958.000000 Penalty: 5219.615723
	Iteration 54Q: 3 clusters Score -5839958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5839969.000000 Penalty: 5219.615723
	Iteration 55Q: 3 clusters Score -5839969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5839979.500000 Penalty: 5219.615723
	Iteration 56Q: 3 clusters Score -5839980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5839978.000000 Penalty: 5219.615723
	Iteration 57Q: 3 clusters Score -5839978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5839975.500000 Penalty: 5219.615723
	Iteration 58Q: 3 clusters Score -5839976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5839975.500000 Penalty: 5219.615723
	Iteration 59Q: 3 clusters Score -5839976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5839981.000000 Penalty: 5219.615723
	Iteration 60F: 3 clusters Score -5839981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Entering Unmasked Estep 
Score: -4446124.000000 Penalty: 2534.391113
	Iteration 0F: 2 clusters Score -4446124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -4427243.500000 Penalty: 5068.782227
	Iteration 0F: 3 clusters Score -4427244 nChanged 12318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -4434005.000000 Penalty: 5068.782227
	Iteration 1F: 3 clusters Score -4434005 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -4434503.500000 Penalty: 5068.782227
	Iteration 2F: 3 clusters Score -4434504 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -4435037.500000 Penalty: 5068.782227
	Iteration 3Q: 3 clusters Score -4435038 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -4435699.000000 Penalty: 5068.782227
	Iteration 4Q: 3 clusters Score -4435699 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -4436548.000000 Penalty: 5068.782227
	Iteration 5F: 3 clusters Score -4436548 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -4437664.000000 Penalty: 5068.782227
	Iteration 6F: 3 clusters Score -4437664 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -4439109.000000 Penalty: 5068.782227
	Iteration 7F: 3 clusters Score -4439109 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -4440636.500000 Penalty: 5068.782227
	Iteration 8F: 3 clusters Score -4440636 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -4441975.500000 Penalty: 5068.782227
	Iteration 9F: 3 clusters Score -4441976 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -4442962.500000 Penalty: 5068.782227
	Iteration 10Q: 3 clusters Score -4442962 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -4443535.000000 Penalty: 5068.782227
	Iteration 11Q: 3 clusters Score -4443535 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -4443871.000000 Penalty: 5068.782227
	Iteration 12Q: 3 clusters Score -4443871 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -4444068.000000 Penalty: 5068.782227
	Iteration 13Q: 3 clusters Score -4444068 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -4444237.500000 Penalty: 5068.782227
	Iteration 14Q: 3 clusters Score -4444238 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -4444388.500000 Penalty: 5068.782227
	Iteration 15Q: 3 clusters Score -4444388 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -4444531.000000 Penalty: 5068.782227
	Iteration 16Q: 3 clusters Score -4444531 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -4444617.500000 Penalty: 5068.782227
	Iteration 17Q: 3 clusters Score -4444618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -4444657.000000 Penalty: 5068.782227
	Iteration 18Q: 3 clusters Score -4444657 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -4444688.500000 Penalty: 5068.782227
	Iteration 19Q: 3 clusters Score -4444688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -4444715.500000 Penalty: 5068.782227
	Iteration 20F: 3 clusters Score -4444716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -4444720.000000 Penalty: 5068.782227
	Iteration 21Q: 3 clusters Score -4444720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -4444733.500000 Penalty: 5068.782227
	Iteration 22Q: 3 clusters Score -4444734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -4444734.500000 Penalty: 5068.782227
	Iteration 23Q: 3 clusters Score -4444734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -4444739.000000 Penalty: 5068.782227
	Iteration 24Q: 3 clusters Score -4444739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -4444747.000000 Penalty: 5068.782227
	Iteration 25Q: 3 clusters Score -4444747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -4444752.000000 Penalty: 5068.782227
	Iteration 26Q: 3 clusters Score -4444752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -4444752.500000 Penalty: 5068.782227
	Iteration 27Q: 3 clusters Score -4444752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -4444749.500000 Penalty: 5068.782227
	Iteration 28Q: 3 clusters Score -4444750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -4444755.000000 Penalty: 5068.782227
	Iteration 29Q: 3 clusters Score -4444755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -4444747.000000 Penalty: 5068.782227
	Iteration 30Q: 3 clusters Score -4444747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -4444751.000000 Penalty: 5068.782227
	Iteration 31Q: 3 clusters Score -4444751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -4444753.500000 Penalty: 5068.782227
	Iteration 32Q: 3 clusters Score -4444754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -4444752.500000 Penalty: 5068.782227
	Iteration 33Q: 3 clusters Score -4444752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -4444754.500000 Penalty: 5068.782227
	Iteration 34Q: 3 clusters Score -4444754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -4444754.500000 Penalty: 5068.782227
	Iteration 35Q: 3 clusters Score -4444754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -4444754.500000 Penalty: 5068.782227
	Iteration 36F: 3 clusters Score -4444754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Entering Unmasked Estep 
Score: -9018970.000000 Penalty: 2718.401123
	Iteration 0F: 2 clusters Score -9018970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -8980384.000000 Penalty: 5436.802246
	Iteration 0F: 3 clusters Score -8980384 nChanged 26708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -8995970.000000 Penalty: 5436.802246
	Iteration 1F: 3 clusters Score -8995970 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -8997509.000000 Penalty: 5436.802246
	Iteration 2F: 3 clusters Score -8997509 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -8999659.000000 Penalty: 5436.802246
	Iteration 3F: 3 clusters Score -8999659 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -9002432.000000 Penalty: 5436.802246
	Iteration 4F: 3 clusters Score -9002432 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -9005609.000000 Penalty: 5436.802246
	Iteration 5F: 3 clusters Score -9005609 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -9008764.000000 Penalty: 5436.802246
	Iteration 6F: 3 clusters Score -9008764 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -9011270.000000 Penalty: 5436.802246
	Iteration 7F: 3 clusters Score -9011270 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -9012993.000000 Penalty: 5436.802246
	Iteration 8Q: 3 clusters Score -9012993 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -9014095.000000 Penalty: 5436.802246
	Iteration 9Q: 3 clusters Score -9014095 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -9014796.000000 Penalty: 5436.802246
	Iteration 10Q: 3 clusters Score -9014796 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -9015376.000000 Penalty: 5436.802246
	Iteration 11Q: 3 clusters Score -9015376 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -9015813.000000 Penalty: 5436.802246
	Iteration 12Q: 3 clusters Score -9015813 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -9016173.000000 Penalty: 5436.802246
	Iteration 13Q: 3 clusters Score -9016173 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -9016452.000000 Penalty: 5436.802246
	Iteration 14Q: 3 clusters Score -9016452 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -9016823.000000 Penalty: 5436.802246
	Iteration 15Q: 3 clusters Score -9016823 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -9017240.000000 Penalty: 5436.802246
	Iteration 16Q: 3 clusters Score -9017240 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -9017648.000000 Penalty: 5436.802246
	Iteration 17Q: 3 clusters Score -9017648 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -9018064.000000 Penalty: 5436.802246
	Iteration 18Q: 3 clusters Score -9018064 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -9018572.000000 Penalty: 5436.802246
	Iteration 19Q: 3 clusters Score -9018572 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -9019076.000000 Penalty: 5436.802246
	Iteration 20F: 3 clusters Score -9019076 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -9019573.000000 Penalty: 5436.802246
	Iteration 21Q: 3 clusters Score -9019573 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -9020102.000000 Penalty: 5436.802246
	Iteration 22Q: 3 clusters Score -9020102 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -9020917.000000 Penalty: 5436.802246
	Iteration 23Q: 3 clusters Score -9020917 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -9021762.000000 Penalty: 5436.802246
	Iteration 24Q: 3 clusters Score -9021762 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -9022532.000000 Penalty: 5436.802246
	Iteration 25Q: 3 clusters Score -9022532 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -9023084.000000 Penalty: 5436.802246
	Iteration 26Q: 3 clusters Score -9023084 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -9023408.000000 Penalty: 5436.802246
	Iteration 27Q: 3 clusters Score -9023408 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -9023579.000000 Penalty: 5436.802246
	Iteration 28Q: 3 clusters Score -9023579 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -9023717.000000 Penalty: 5436.802246
	Iteration 29Q: 3 clusters Score -9023717 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -9023815.000000 Penalty: 5436.802246
	Iteration 30Q: 3 clusters Score -9023815 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -9023872.000000 Penalty: 5436.802246
	Iteration 31Q: 3 clusters Score -9023872 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -9023917.000000 Penalty: 5436.802246
	Iteration 32Q: 3 clusters Score -9023917 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -9023942.000000 Penalty: 5436.802246
	Iteration 33Q: 3 clusters Score -9023942 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -9023978.000000 Penalty: 5436.802246
	Iteration 34Q: 3 clusters Score -9023978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -9024010.000000 Penalty: 5436.802246
	Iteration 35Q: 3 clusters Score -9024010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -9024016.000000 Penalty: 5436.802246
	Iteration 36Q: 3 clusters Score -9024016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -9024030.000000 Penalty: 5436.802246
	Iteration 37Q: 3 clusters Score -9024030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -9024048.000000 Penalty: 5436.802246
	Iteration 38Q: 3 clusters Score -9024048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -9024052.000000 Penalty: 5436.802246
	Iteration 39Q: 3 clusters Score -9024052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -9024508.000000 Penalty: 5436.802246
	Iteration 40F: 3 clusters Score -9024508 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -9024607.000000 Penalty: 5436.802246
	Iteration 41Q: 3 clusters Score -9024607 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -9024647.000000 Penalty: 5436.802246
	Iteration 42Q: 3 clusters Score -9024647 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -9024666.000000 Penalty: 5436.802246
	Iteration 43Q: 3 clusters Score -9024666 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -9024683.000000 Penalty: 5436.802246
	Iteration 44Q: 3 clusters Score -9024683 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -9024689.000000 Penalty: 5436.802246
	Iteration 45Q: 3 clusters Score -9024689 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -9024689.000000 Penalty: 5436.802246
	Iteration 46Q: 3 clusters Score -9024689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -9024678.000000 Penalty: 5436.802246
	Iteration 47Q: 3 clusters Score -9024678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -9024674.000000 Penalty: 5436.802246
	Iteration 48Q: 3 clusters Score -9024674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -9024670.000000 Penalty: 5436.802246
	Iteration 49Q: 3 clusters Score -9024670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -9024670.000000 Penalty: 5436.802246
	Iteration 50Q: 3 clusters Score -9024670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -9024673.000000 Penalty: 5436.802246
	Iteration 51Q: 3 clusters Score -9024673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -9024674.000000 Penalty: 5436.802246
	Iteration 52Q: 3 clusters Score -9024674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -9024675.000000 Penalty: 5436.802246
	Iteration 53Q: 3 clusters Score -9024675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -9024673.000000 Penalty: 5436.802246
	Iteration 54Q: 3 clusters Score -9024673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -9024674.000000 Penalty: 5436.802246
	Iteration 55Q: 3 clusters Score -9024674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -9024682.000000 Penalty: 5436.802246
	Iteration 56Q: 3 clusters Score -9024682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -9024676.000000 Penalty: 5436.802246
	Iteration 57Q: 3 clusters Score -9024676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -9024673.000000 Penalty: 5436.802246
	Iteration 58Q: 3 clusters Score -9024673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -9024676.000000 Penalty: 5436.802246
	Iteration 59Q: 3 clusters Score -9024676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -9024668.000000 Penalty: 5436.802246
	Iteration 60F: 3 clusters Score -9024668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -9024664.000000 Penalty: 5436.802246
	Iteration 61Q: 3 clusters Score -9024664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -9024672.000000 Penalty: 5436.802246
	Iteration 62Q: 3 clusters Score -9024672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -9024671.000000 Penalty: 5436.802246
	Iteration 63Q: 3 clusters Score -9024671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -9024667.000000 Penalty: 5436.802246
	Iteration 64Q: 3 clusters Score -9024667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -9024674.000000 Penalty: 5436.802246
	Iteration 65Q: 3 clusters Score -9024674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -9024673.000000 Penalty: 5436.802246
	Iteration 66Q: 3 clusters Score -9024673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -9024675.000000 Penalty: 5436.802246
	Iteration 67Q: 3 clusters Score -9024675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -9024680.000000 Penalty: 5436.802246
	Iteration 68Q: 3 clusters Score -9024680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -9024680.000000 Penalty: 5436.802246
	Iteration 69F: 3 clusters Score -9024680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 13403 members 
Mstep: Class 5 contains 49267 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 15609 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 10 contains 738 members 
Mstep: Class 11 contains 8084 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 37176 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 13701 members 
Mstep: Class 16 contains 65788 members 
Mstep: Class 17 contains 3828 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 4873 members 
Mstep: Class 20 contains 13875 members 
Mstep: Class 21 contains 27831 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123551 members 
Mstep: Class 24 contains 33769 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 19941 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 127154 members 
Mstep: Class 30 contains 12256 members 
Mstep: Class 31 contains 53014 members 
Mstep: Class 32 contains 14316 members 
Mstep: Class 33 contains 4162 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 15211 members 
Mstep: Class 37 contains 630 members 
Mstep: Class 38 contains 4501 members 
Mstep: Class 39 contains 5759 members 
Mstep: Class 40 contains 43900 members 
Entering Unmasked Estep 
Score: -122517752.000000 Penalty: 134848.671875
Splitting cluster 15 changes total score from -122506016.000000 to -122517752.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 16 (65788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Entering Unmasked Estep 
Score: -10458423.000000 Penalty: 2751.359863
	Iteration 0F: 2 clusters Score -1.045842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -10414466.000000 Penalty: 5502.719727
	Iteration 0F: 3 clusters Score -1.041447e+07 nChanged 30641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -10431508.000000 Penalty: 5502.719727
	Iteration 1F: 3 clusters Score -1.043151e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -10432317.000000 Penalty: 5502.719727
	Iteration 2Q: 3 clusters Score -1.043232e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -10433493.000000 Penalty: 5502.719727
	Iteration 3Q: 3 clusters Score -1.043349e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -10435175.000000 Penalty: 5502.719727
	Iteration 4F: 3 clusters Score -1.043518e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -10438009.000000 Penalty: 5502.719727
	Iteration 5F: 3 clusters Score -1.043801e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -10442473.000000 Penalty: 5502.719727
	Iteration 6F: 3 clusters Score -1.044247e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57527 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -10447992.000000 Penalty: 5502.719727
	Iteration 7F: 3 clusters Score -1.044799e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -10452358.000000 Penalty: 5502.719727
	Iteration 8F: 3 clusters Score -1.045236e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -10454621.000000 Penalty: 5502.719727
	Iteration 9Q: 3 clusters Score -1.045462e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10455427.000000 Penalty: 5502.719727
	Iteration 10Q: 3 clusters Score -1.045543e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10455728.000000 Penalty: 5502.719727
	Iteration 11Q: 3 clusters Score -1.045573e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10455840.000000 Penalty: 5502.719727
	Iteration 12Q: 3 clusters Score -1.045584e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10455888.000000 Penalty: 5502.719727
	Iteration 13Q: 3 clusters Score -1.045589e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10455929.000000 Penalty: 5502.719727
	Iteration 14Q: 3 clusters Score -1.045593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10455970.000000 Penalty: 5502.719727
	Iteration 15Q: 3 clusters Score -1.045597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10455988.000000 Penalty: 5502.719727
	Iteration 16Q: 3 clusters Score -1.045599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -10456003.000000 Penalty: 5502.719727
	Iteration 17Q: 3 clusters Score -1.0456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10456004.000000 Penalty: 5502.719727
	Iteration 18Q: 3 clusters Score -1.0456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10456016.000000 Penalty: 5502.719727
	Iteration 19Q: 3 clusters Score -1.045602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10456023.000000 Penalty: 5502.719727
	Iteration 20F: 3 clusters Score -1.045602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10456028.000000 Penalty: 5502.719727
	Iteration 21Q: 3 clusters Score -1.045603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10456039.000000 Penalty: 5502.719727
	Iteration 22Q: 3 clusters Score -1.045604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10456033.000000 Penalty: 5502.719727
	Iteration 23Q: 3 clusters Score -1.045603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10456033.000000 Penalty: 5502.719727
	Iteration 24F: 3 clusters Score -1.045603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Entering Unmasked Estep 
Score: -575159.125000 Penalty: 2046.024170
	Iteration 0F: 2 clusters Score -575159.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -571380.375000 Penalty: 4092.048340
	Iteration 0F: 3 clusters Score -571380.4 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -572482.687500 Penalty: 4092.048340
	Iteration 1F: 3 clusters Score -572482.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -572932.687500 Penalty: 4092.048340
	Iteration 2F: 3 clusters Score -572932.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -573262.312500 Penalty: 4092.048340
	Iteration 3F: 3 clusters Score -573262.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -573597.625000 Penalty: 4092.048340
	Iteration 4F: 3 clusters Score -573597.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -574033.250000 Penalty: 4092.048340
	Iteration 5F: 3 clusters Score -574033.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -574694.500000 Penalty: 4092.048340
	Iteration 6F: 3 clusters Score -574694.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -575448.312500 Penalty: 4092.048340
	Iteration 7F: 3 clusters Score -575448.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -575894.500000 Penalty: 4092.048340
	Iteration 8Q: 3 clusters Score -575894.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -576104.187500 Penalty: 4092.048340
	Iteration 9Q: 3 clusters Score -576104.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -576144.625000 Penalty: 4092.048340
	Iteration 10Q: 3 clusters Score -576144.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -576168.500000 Penalty: 4092.048340
	Iteration 11Q: 3 clusters Score -576168.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -576197.312500 Penalty: 4092.048340
	Iteration 12Q: 3 clusters Score -576197.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -576225.500000 Penalty: 4092.048340
	Iteration 13Q: 3 clusters Score -576225.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -576252.437500 Penalty: 4092.048340
	Iteration 14Q: 3 clusters Score -576252.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -576271.375000 Penalty: 4092.048340
	Iteration 15Q: 3 clusters Score -576271.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -576289.437500 Penalty: 4092.048340
	Iteration 16Q: 3 clusters Score -576289.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -576309.750000 Penalty: 4092.048340
	Iteration 17Q: 3 clusters Score -576309.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -576329.875000 Penalty: 4092.048340
	Iteration 18Q: 3 clusters Score -576329.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -576348.062500 Penalty: 4092.048340
	Iteration 19Q: 3 clusters Score -576348.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -576371.375000 Penalty: 4092.048340
	Iteration 20F: 3 clusters Score -576371.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -576387.375000 Penalty: 4092.048340
	Iteration 21Q: 3 clusters Score -576387.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -576390.000000 Penalty: 4092.048340
	Iteration 22Q: 3 clusters Score -576390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -576393.625000 Penalty: 4092.048340
	Iteration 23Q: 3 clusters Score -576393.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -576396.187500 Penalty: 4092.048340
	Iteration 24Q: 3 clusters Score -576396.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -576398.500000 Penalty: 4092.048340
	Iteration 25Q: 3 clusters Score -576398.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -576400.812500 Penalty: 4092.048340
	Iteration 26Q: 3 clusters Score -576400.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -576402.062500 Penalty: 4092.048340
	Iteration 27Q: 3 clusters Score -576402.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -576402.562500 Penalty: 4092.048340
	Iteration 28Q: 3 clusters Score -576402.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -576403.875000 Penalty: 4092.048340
	Iteration 29Q: 3 clusters Score -576403.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -576404.250000 Penalty: 4092.048340
	Iteration 30Q: 3 clusters Score -576404.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -576404.312500 Penalty: 4092.048340
	Iteration 31Q: 3 clusters Score -576404.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -576404.312500 Penalty: 4092.048340
	Iteration 32F: 3 clusters Score -576404.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 13403 members 
Mstep: Class 5 contains 49267 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 15609 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 10 contains 738 members 
Mstep: Class 11 contains 8084 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 37176 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 13701 members 
Mstep: Class 16 contains 65788 members 
Mstep: Class 17 contains 1872 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 4873 members 
Mstep: Class 20 contains 13875 members 
Mstep: Class 21 contains 27831 members 
Mstep: Class 22 contains 288 members 
Mstep: Class 23 contains 123551 members 
Mstep: Class 24 contains 33769 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 19941 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 127154 members 
Mstep: Class 30 contains 12256 members 
Mstep: Class 31 contains 53014 members 
Mstep: Class 32 contains 14316 members 
Mstep: Class 33 contains 4162 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 15211 members 
Mstep: Class 37 contains 630 members 
Mstep: Class 38 contains 4501 members 
Mstep: Class 39 contains 5759 members 
Mstep: Class 40 contains 43900 members 
Mstep: Class 41 contains 1956 members 
Entering Unmasked Estep 
Score: -122517936.000000 Penalty: 138219.890625
Splitting cluster 17 changes total score from -122506016.000000 to -122517936.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 18 (3527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Entering Unmasked Estep 
Score: -526418.812500 Penalty: 2025.714478
	Iteration 0F: 2 clusters Score -526418.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -522847.093750 Penalty: 4051.428955
	Iteration 0F: 3 clusters Score -522847.1 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -523771.343750 Penalty: 4051.428955
	Iteration 1F: 3 clusters Score -523771.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -524087.250000 Penalty: 4051.428955
	Iteration 2F: 3 clusters Score -524087.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -524337.562500 Penalty: 4051.428955
	Iteration 3F: 3 clusters Score -524337.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -524576.875000 Penalty: 4051.428955
	Iteration 4F: 3 clusters Score -524576.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -524779.000000 Penalty: 4051.428955
	Iteration 5F: 3 clusters Score -524779 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -524967.187500 Penalty: 4051.428955
	Iteration 6Q: 3 clusters Score -524967.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -525137.062500 Penalty: 4051.428955
	Iteration 7Q: 3 clusters Score -525137.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -525286.500000 Penalty: 4051.428955
	Iteration 8Q: 3 clusters Score -525286.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -525411.750000 Penalty: 4051.428955
	Iteration 9Q: 3 clusters Score -525411.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -525499.437500 Penalty: 4051.428955
	Iteration 10Q: 3 clusters Score -525499.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -525574.437500 Penalty: 4051.428955
	Iteration 11Q: 3 clusters Score -525574.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -525620.250000 Penalty: 4051.428955
	Iteration 12Q: 3 clusters Score -525620.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -525653.750000 Penalty: 4051.428955
	Iteration 13Q: 3 clusters Score -525653.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -525697.187500 Penalty: 4051.428955
	Iteration 14Q: 3 clusters Score -525697.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -525720.375000 Penalty: 4051.428955
	Iteration 15Q: 3 clusters Score -525720.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -525730.812500 Penalty: 4051.428955
	Iteration 16Q: 3 clusters Score -525730.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -525736.625000 Penalty: 4051.428955
	Iteration 17Q: 3 clusters Score -525736.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -525741.312500 Penalty: 4051.428955
	Iteration 18Q: 3 clusters Score -525741.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -525745.562500 Penalty: 4051.428955
	Iteration 19Q: 3 clusters Score -525745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -525746.812500 Penalty: 4051.428955
	Iteration 20F: 3 clusters Score -525746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -525748.125000 Penalty: 4051.428955
	Iteration 21Q: 3 clusters Score -525748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -525748.000000 Penalty: 4051.428955
	Iteration 22Q: 3 clusters Score -525748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -525749.312500 Penalty: 4051.428955
	Iteration 23Q: 3 clusters Score -525749.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -525752.125000 Penalty: 4051.428955
	Iteration 24Q: 3 clusters Score -525752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -525753.062500 Penalty: 4051.428955
	Iteration 25Q: 3 clusters Score -525753.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -525753.062500 Penalty: 4051.428955
	Iteration 26F: 3 clusters Score -525753.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Entering Unmasked Estep 
Score: -737998.687500 Penalty: 2105.883301
	Iteration 0F: 2 clusters Score -737998.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -733549.812500 Penalty: 4211.766602
	Iteration 0F: 3 clusters Score -733549.8 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -734753.750000 Penalty: 4211.766602
	Iteration 1F: 3 clusters Score -734753.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -735169.750000 Penalty: 4211.766602
	Iteration 2F: 3 clusters Score -735169.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -735508.437500 Penalty: 4211.766602
	Iteration 3F: 3 clusters Score -735508.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -735778.562500 Penalty: 4211.766602
	Iteration 4F: 3 clusters Score -735778.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -736003.937500 Penalty: 4211.766602
	Iteration 5F: 3 clusters Score -736003.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -736190.250000 Penalty: 4211.766602
	Iteration 6F: 3 clusters Score -736190.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -736303.187500 Penalty: 4211.766602
	Iteration 7Q: 3 clusters Score -736303.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -736389.750000 Penalty: 4211.766602
	Iteration 8Q: 3 clusters Score -736389.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -736447.812500 Penalty: 4211.766602
	Iteration 9Q: 3 clusters Score -736447.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -736478.500000 Penalty: 4211.766602
	Iteration 10Q: 3 clusters Score -736478.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -736499.062500 Penalty: 4211.766602
	Iteration 11Q: 3 clusters Score -736499.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -736512.750000 Penalty: 4211.766602
	Iteration 12Q: 3 clusters Score -736512.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -736523.250000 Penalty: 4211.766602
	Iteration 13Q: 3 clusters Score -736523.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -736531.437500 Penalty: 4211.766602
	Iteration 14Q: 3 clusters Score -736531.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -736534.625000 Penalty: 4211.766602
	Iteration 15Q: 3 clusters Score -736534.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -736538.875000 Penalty: 4211.766602
	Iteration 16Q: 3 clusters Score -736538.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -736542.062500 Penalty: 4211.766602
	Iteration 17Q: 3 clusters Score -736542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -736542.062500 Penalty: 4211.766602
	Iteration 18Q: 3 clusters Score -736542.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -736543.500000 Penalty: 4211.766602
	Iteration 19Q: 3 clusters Score -736543.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -736543.875000 Penalty: 4211.766602
	Iteration 20F: 3 clusters Score -736543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -736544.937500 Penalty: 4211.766602
	Iteration 21Q: 3 clusters Score -736544.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -736547.187500 Penalty: 4211.766602
	Iteration 22Q: 3 clusters Score -736547.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -736546.562500 Penalty: 4211.766602
	Iteration 23Q: 3 clusters Score -736546.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -736547.312500 Penalty: 4211.766602
	Iteration 24Q: 3 clusters Score -736547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -736549.062500 Penalty: 4211.766602
	Iteration 25Q: 3 clusters Score -736549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -736548.562500 Penalty: 4211.766602
	Iteration 26Q: 3 clusters Score -736548.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -736550.750000 Penalty: 4211.766602
	Iteration 27Q: 3 clusters Score -736550.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -736550.500000 Penalty: 4211.766602
	Iteration 28Q: 3 clusters Score -736550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -736552.375000 Penalty: 4211.766602
	Iteration 29Q: 3 clusters Score -736552.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -736553.937500 Penalty: 4211.766602
	Iteration 30Q: 3 clusters Score -736553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -736554.375000 Penalty: 4211.766602
	Iteration 31Q: 3 clusters Score -736554.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -736554.187500 Penalty: 4211.766602
	Iteration 32Q: 3 clusters Score -736554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -736554.875000 Penalty: 4211.766602
	Iteration 33Q: 3 clusters Score -736554.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -736554.875000 Penalty: 4211.766602
	Iteration 34F: 3 clusters Score -736554.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Entering Unmasked Estep 
Score: -2172228.500000 Penalty: 2365.385254
	Iteration 0F: 2 clusters Score -2172228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2162014.750000 Penalty: 4730.770508
	Iteration 0F: 3 clusters Score -2162015 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2165359.000000 Penalty: 4730.770508
	Iteration 1F: 3 clusters Score -2165359 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2165836.000000 Penalty: 4730.770508
	Iteration 2F: 3 clusters Score -2165836 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2166275.500000 Penalty: 4730.770508
	Iteration 3F: 3 clusters Score -2166276 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2166772.500000 Penalty: 4730.770508
	Iteration 4F: 3 clusters Score -2166772 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2167380.250000 Penalty: 4730.770508
	Iteration 5F: 3 clusters Score -2167380 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2168014.750000 Penalty: 4730.770508
	Iteration 6F: 3 clusters Score -2168015 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2168653.000000 Penalty: 4730.770508
	Iteration 7F: 3 clusters Score -2168653 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2169319.500000 Penalty: 4730.770508
	Iteration 8F: 3 clusters Score -2169320 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2170067.750000 Penalty: 4730.770508
	Iteration 9F: 3 clusters Score -2170068 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2170673.000000 Penalty: 4730.770508
	Iteration 10F: 3 clusters Score -2170673 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2170970.000000 Penalty: 4730.770508
	Iteration 11Q: 3 clusters Score -2170970 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2171075.250000 Penalty: 4730.770508
	Iteration 12Q: 3 clusters Score -2171075 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2171130.000000 Penalty: 4730.770508
	Iteration 13Q: 3 clusters Score -2171130 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2171158.500000 Penalty: 4730.770508
	Iteration 14Q: 3 clusters Score -2171158 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2171187.500000 Penalty: 4730.770508
	Iteration 15Q: 3 clusters Score -2171188 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2171206.000000 Penalty: 4730.770508
	Iteration 16Q: 3 clusters Score -2171206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2171217.500000 Penalty: 4730.770508
	Iteration 17Q: 3 clusters Score -2171218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2171230.750000 Penalty: 4730.770508
	Iteration 18Q: 3 clusters Score -2171231 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2171245.250000 Penalty: 4730.770508
	Iteration 19Q: 3 clusters Score -2171245 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2171268.000000 Penalty: 4730.770508
	Iteration 20F: 3 clusters Score -2171268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2171285.500000 Penalty: 4730.770508
	Iteration 21Q: 3 clusters Score -2171286 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2171307.500000 Penalty: 4730.770508
	Iteration 22Q: 3 clusters Score -2171308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2171320.500000 Penalty: 4730.770508
	Iteration 23Q: 3 clusters Score -2171320 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2171337.250000 Penalty: 4730.770508
	Iteration 24Q: 3 clusters Score -2171337 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2171358.500000 Penalty: 4730.770508
	Iteration 25Q: 3 clusters Score -2171358 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2171380.000000 Penalty: 4730.770508
	Iteration 26Q: 3 clusters Score -2171380 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2171403.500000 Penalty: 4730.770508
	Iteration 27Q: 3 clusters Score -2171404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2171421.250000 Penalty: 4730.770508
	Iteration 28Q: 3 clusters Score -2171421 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2171450.750000 Penalty: 4730.770508
	Iteration 29Q: 3 clusters Score -2171451 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2171466.500000 Penalty: 4730.770508
	Iteration 30Q: 3 clusters Score -2171466 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2171496.500000 Penalty: 4730.770508
	Iteration 31Q: 3 clusters Score -2171496 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2171522.000000 Penalty: 4730.770508
	Iteration 32Q: 3 clusters Score -2171522 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2171549.250000 Penalty: 4730.770508
	Iteration 33Q: 3 clusters Score -2171549 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2171569.250000 Penalty: 4730.770508
	Iteration 34Q: 3 clusters Score -2171569 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2171588.500000 Penalty: 4730.770508
	Iteration 35Q: 3 clusters Score -2171588 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2171605.750000 Penalty: 4730.770508
	Iteration 36Q: 3 clusters Score -2171606 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2171618.750000 Penalty: 4730.770508
	Iteration 37Q: 3 clusters Score -2171619 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2171627.250000 Penalty: 4730.770508
	Iteration 38Q: 3 clusters Score -2171627 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2171638.000000 Penalty: 4730.770508
	Iteration 39Q: 3 clusters Score -2171638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2171651.750000 Penalty: 4730.770508
	Iteration 40F: 3 clusters Score -2171652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2171660.250000 Penalty: 4730.770508
	Iteration 41Q: 3 clusters Score -2171660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2171658.750000 Penalty: 4730.770508
	Iteration 42Q: 3 clusters Score -2171659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2171670.250000 Penalty: 4730.770508
	Iteration 43Q: 3 clusters Score -2171670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2171674.500000 Penalty: 4730.770508
	Iteration 44Q: 3 clusters Score -2171674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2171686.750000 Penalty: 4730.770508
	Iteration 45Q: 3 clusters Score -2171687 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2171699.000000 Penalty: 4730.770508
	Iteration 46Q: 3 clusters Score -2171699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2171709.500000 Penalty: 4730.770508
	Iteration 47Q: 3 clusters Score -2171710 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2171720.500000 Penalty: 4730.770508
	Iteration 48Q: 3 clusters Score -2171720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2171736.250000 Penalty: 4730.770508
	Iteration 49Q: 3 clusters Score -2171736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2171744.750000 Penalty: 4730.770508
	Iteration 50Q: 3 clusters Score -2171745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2171746.500000 Penalty: 4730.770508
	Iteration 51Q: 3 clusters Score -2171746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2171750.000000 Penalty: 4730.770508
	Iteration 52Q: 3 clusters Score -2171750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2171754.000000 Penalty: 4730.770508
	Iteration 53Q: 3 clusters Score -2171754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2171754.500000 Penalty: 4730.770508
	Iteration 54Q: 3 clusters Score -2171754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2171766.750000 Penalty: 4730.770508
	Iteration 55Q: 3 clusters Score -2171767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2171772.250000 Penalty: 4730.770508
	Iteration 56Q: 3 clusters Score -2171772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2171776.750000 Penalty: 4730.770508
	Iteration 57Q: 3 clusters Score -2171777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2171781.250000 Penalty: 4730.770508
	Iteration 58Q: 3 clusters Score -2171781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2171781.000000 Penalty: 4730.770508
	Iteration 59Q: 3 clusters Score -2171781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2171780.000000 Penalty: 4730.770508
	Iteration 60F: 3 clusters Score -2171780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2171779.750000 Penalty: 4730.770508
	Iteration 61Q: 3 clusters Score -2171780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2171786.750000 Penalty: 4730.770508
	Iteration 62Q: 3 clusters Score -2171787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2171790.500000 Penalty: 4730.770508
	Iteration 63Q: 3 clusters Score -2171790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2171788.500000 Penalty: 4730.770508
	Iteration 64Q: 3 clusters Score -2171788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2171788.750000 Penalty: 4730.770508
	Iteration 65Q: 3 clusters Score -2171789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2171788.500000 Penalty: 4730.770508
	Iteration 66Q: 3 clusters Score -2171788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2171788.250000 Penalty: 4730.770508
	Iteration 67Q: 3 clusters Score -2171788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2171789.000000 Penalty: 4730.770508
	Iteration 68Q: 3 clusters Score -2171789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2171791.000000 Penalty: 4730.770508
	Iteration 69Q: 3 clusters Score -2171791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2171785.250000 Penalty: 4730.770508
	Iteration 70Q: 3 clusters Score -2171785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2171786.500000 Penalty: 4730.770508
	Iteration 71Q: 3 clusters Score -2171786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2171788.500000 Penalty: 4730.770508
	Iteration 72Q: 3 clusters Score -2171788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2171789.750000 Penalty: 4730.770508
	Iteration 73Q: 3 clusters Score -2171790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2171788.750000 Penalty: 4730.770508
	Iteration 74Q: 3 clusters Score -2171789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2171790.500000 Penalty: 4730.770508
	Iteration 75Q: 3 clusters Score -2171790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2171793.750000 Penalty: 4730.770508
	Iteration 76Q: 3 clusters Score -2171794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2171793.500000 Penalty: 4730.770508
	Iteration 77Q: 3 clusters Score -2171794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2171797.000000 Penalty: 4730.770508
	Iteration 78Q: 3 clusters Score -2171797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2171793.750000 Penalty: 4730.770508
	Iteration 79Q: 3 clusters Score -2171794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2171796.750000 Penalty: 4730.770508
	Iteration 80F: 3 clusters Score -2171797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2171797.250000 Penalty: 4730.770508
	Iteration 81Q: 3 clusters Score -2171797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2171801.750000 Penalty: 4730.770508
	Iteration 82Q: 3 clusters Score -2171802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2171799.500000 Penalty: 4730.770508
	Iteration 83Q: 3 clusters Score -2171800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2171800.500000 Penalty: 4730.770508
	Iteration 84Q: 3 clusters Score -2171800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2171805.250000 Penalty: 4730.770508
	Iteration 85Q: 3 clusters Score -2171805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2171807.750000 Penalty: 4730.770508
	Iteration 86Q: 3 clusters Score -2171808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2171806.500000 Penalty: 4730.770508
	Iteration 87Q: 3 clusters Score -2171806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2171806.000000 Penalty: 4730.770508
	Iteration 88Q: 3 clusters Score -2171806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2171804.750000 Penalty: 4730.770508
	Iteration 89Q: 3 clusters Score -2171805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2171804.750000 Penalty: 4730.770508
	Iteration 90F: 3 clusters Score -2171805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Entering Unmasked Estep 
Score: -4355697.000000 Penalty: 2538.008545
	Iteration 0F: 2 clusters Score -4355697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -4336451.500000 Penalty: 5076.017090
	Iteration 0F: 3 clusters Score -4336452 nChanged 12482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -4343594.500000 Penalty: 5076.017090
	Iteration 1F: 3 clusters Score -4343594 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -4344530.000000 Penalty: 5076.017090
	Iteration 2F: 3 clusters Score -4344530 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -4345612.500000 Penalty: 5076.017090
	Iteration 3F: 3 clusters Score -4345612 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -4346841.500000 Penalty: 5076.017090
	Iteration 4F: 3 clusters Score -4346842 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -4348078.000000 Penalty: 5076.017090
	Iteration 5F: 3 clusters Score -4348078 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -4349184.500000 Penalty: 5076.017090
	Iteration 6F: 3 clusters Score -4349184 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -4350072.000000 Penalty: 5076.017090
	Iteration 7F: 3 clusters Score -4350072 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -4350759.000000 Penalty: 5076.017090
	Iteration 8Q: 3 clusters Score -4350759 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -4351328.000000 Penalty: 5076.017090
	Iteration 9Q: 3 clusters Score -4351328 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -4351734.500000 Penalty: 5076.017090
	Iteration 10Q: 3 clusters Score -4351734 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -4352059.000000 Penalty: 5076.017090
	Iteration 11Q: 3 clusters Score -4352059 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -4352315.000000 Penalty: 5076.017090
	Iteration 12Q: 3 clusters Score -4352315 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -4352515.000000 Penalty: 5076.017090
	Iteration 13Q: 3 clusters Score -4352515 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -4352707.500000 Penalty: 5076.017090
	Iteration 14Q: 3 clusters Score -4352708 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -4352839.000000 Penalty: 5076.017090
	Iteration 15Q: 3 clusters Score -4352839 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -4352965.500000 Penalty: 5076.017090
	Iteration 16Q: 3 clusters Score -4352966 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -4353088.000000 Penalty: 5076.017090
	Iteration 17Q: 3 clusters Score -4353088 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -4353175.000000 Penalty: 5076.017090
	Iteration 18Q: 3 clusters Score -4353175 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -4353225.000000 Penalty: 5076.017090
	Iteration 19Q: 3 clusters Score -4353225 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -4353260.000000 Penalty: 5076.017090
	Iteration 20F: 3 clusters Score -4353260 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -4353293.000000 Penalty: 5076.017090
	Iteration 21Q: 3 clusters Score -4353293 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -4353359.500000 Penalty: 5076.017090
	Iteration 22Q: 3 clusters Score -4353360 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -4353427.500000 Penalty: 5076.017090
	Iteration 23Q: 3 clusters Score -4353428 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -4353473.000000 Penalty: 5076.017090
	Iteration 24Q: 3 clusters Score -4353473 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -4353541.000000 Penalty: 5076.017090
	Iteration 25Q: 3 clusters Score -4353541 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -4353593.000000 Penalty: 5076.017090
	Iteration 26Q: 3 clusters Score -4353593 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -4353646.500000 Penalty: 5076.017090
	Iteration 27Q: 3 clusters Score -4353646 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -4353704.500000 Penalty: 5076.017090
	Iteration 28Q: 3 clusters Score -4353704 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -4353755.000000 Penalty: 5076.017090
	Iteration 29Q: 3 clusters Score -4353755 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -4353818.500000 Penalty: 5076.017090
	Iteration 30Q: 3 clusters Score -4353818 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -4353853.500000 Penalty: 5076.017090
	Iteration 31Q: 3 clusters Score -4353854 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -4353900.500000 Penalty: 5076.017090
	Iteration 32Q: 3 clusters Score -4353900 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -4353941.000000 Penalty: 5076.017090
	Iteration 33Q: 3 clusters Score -4353941 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -4353984.500000 Penalty: 5076.017090
	Iteration 34Q: 3 clusters Score -4353984 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -4354027.500000 Penalty: 5076.017090
	Iteration 35Q: 3 clusters Score -4354028 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4354068.500000 Penalty: 5076.017090
	Iteration 36Q: 3 clusters Score -4354068 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -4354128.500000 Penalty: 5076.017090
	Iteration 37Q: 3 clusters Score -4354128 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -4354174.000000 Penalty: 5076.017090
	Iteration 38Q: 3 clusters Score -4354174 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -4354204.500000 Penalty: 5076.017090
	Iteration 39Q: 3 clusters Score -4354204 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -4354213.500000 Penalty: 5076.017090
	Iteration 40F: 3 clusters Score -4354214 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -4354260.000000 Penalty: 5076.017090
	Iteration 41Q: 3 clusters Score -4354260 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -4354290.500000 Penalty: 5076.017090
	Iteration 42Q: 3 clusters Score -4354290 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -4354338.500000 Penalty: 5076.017090
	Iteration 43Q: 3 clusters Score -4354338 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -4354374.500000 Penalty: 5076.017090
	Iteration 44Q: 3 clusters Score -4354374 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -4354408.000000 Penalty: 5076.017090
	Iteration 45Q: 3 clusters Score -4354408 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -4354454.500000 Penalty: 5076.017090
	Iteration 46Q: 3 clusters Score -4354454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -4354486.000000 Penalty: 5076.017090
	Iteration 47Q: 3 clusters Score -4354486 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -4354531.500000 Penalty: 5076.017090
	Iteration 48Q: 3 clusters Score -4354532 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -4354592.000000 Penalty: 5076.017090
	Iteration 49Q: 3 clusters Score -4354592 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -4354639.500000 Penalty: 5076.017090
	Iteration 50Q: 3 clusters Score -4354640 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -4354698.500000 Penalty: 5076.017090
	Iteration 51Q: 3 clusters Score -4354698 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -4354749.000000 Penalty: 5076.017090
	Iteration 52Q: 3 clusters Score -4354749 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -4354797.000000 Penalty: 5076.017090
	Iteration 53Q: 3 clusters Score -4354797 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -4354827.500000 Penalty: 5076.017090
	Iteration 54Q: 3 clusters Score -4354828 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -4354859.000000 Penalty: 5076.017090
	Iteration 55Q: 3 clusters Score -4354859 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4354875.500000 Penalty: 5076.017090
	Iteration 56Q: 3 clusters Score -4354876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4354884.500000 Penalty: 5076.017090
	Iteration 57Q: 3 clusters Score -4354884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -4354897.500000 Penalty: 5076.017090
	Iteration 58Q: 3 clusters Score -4354898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4354897.500000 Penalty: 5076.017090
	Iteration 59Q: 3 clusters Score -4354898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -4354898.000000 Penalty: 5076.017090
	Iteration 60F: 3 clusters Score -4354898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4354895.500000 Penalty: 5076.017090
	Iteration 61Q: 3 clusters Score -4354896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4354905.000000 Penalty: 5076.017090
	Iteration 62Q: 3 clusters Score -4354905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -4354907.500000 Penalty: 5076.017090
	Iteration 63Q: 3 clusters Score -4354908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4354907.000000 Penalty: 5076.017090
	Iteration 64Q: 3 clusters Score -4354907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4354907.000000 Penalty: 5076.017090
	Iteration 65Q: 3 clusters Score -4354907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -4354910.000000 Penalty: 5076.017090
	Iteration 66Q: 3 clusters Score -4354910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4354913.000000 Penalty: 5076.017090
	Iteration 67Q: 3 clusters Score -4354913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4354916.500000 Penalty: 5076.017090
	Iteration 68Q: 3 clusters Score -4354916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4354917.000000 Penalty: 5076.017090
	Iteration 69Q: 3 clusters Score -4354917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4354915.000000 Penalty: 5076.017090
	Iteration 70Q: 3 clusters Score -4354915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4354918.500000 Penalty: 5076.017090
	Iteration 71Q: 3 clusters Score -4354918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -4354917.500000 Penalty: 5076.017090
	Iteration 72Q: 3 clusters Score -4354918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4354913.000000 Penalty: 5076.017090
	Iteration 73Q: 3 clusters Score -4354913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4354914.000000 Penalty: 5076.017090
	Iteration 74Q: 3 clusters Score -4354914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4354916.500000 Penalty: 5076.017090
	Iteration 75Q: 3 clusters Score -4354916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4354916.500000 Penalty: 5076.017090
	Iteration 76F: 3 clusters Score -4354916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -33807.167969 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -33807.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32731.238281 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -32731.24 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33217.574219 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -33217.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33463.320312 Penalty: 2808.828369
	Iteration 2F: 3 clusters Score -33463.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33753.691406 Penalty: 2808.828369
	Iteration 3F: 3 clusters Score -33753.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -34043.976562 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -34043.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34075.898438 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -34075.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34084.738281 Penalty: 2808.828369
	Iteration 6Q: 3 clusters Score -34084.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34084.738281 Penalty: 2808.828369
	Iteration 7F: 3 clusters Score -34084.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 13403 members 
Mstep: Class 5 contains 49267 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 15609 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 10 contains 738 members 
Mstep: Class 11 contains 8084 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 37176 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 13701 members 
Mstep: Class 16 contains 65788 members 
Mstep: Class 17 contains 1872 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 4873 members 
Mstep: Class 20 contains 13875 members 
Mstep: Class 21 contains 27831 members 
Mstep: Class 22 contains 162 members 
Mstep: Class 23 contains 123551 members 
Mstep: Class 24 contains 33769 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 19941 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 127154 members 
Mstep: Class 30 contains 12256 members 
Mstep: Class 31 contains 53014 members 
Mstep: Class 32 contains 14316 members 
Mstep: Class 33 contains 4162 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 15211 members 
Mstep: Class 37 contains 630 members 
Mstep: Class 38 contains 4501 members 
Mstep: Class 39 contains 5759 members 
Mstep: Class 40 contains 43900 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 126 members 
Entering Unmasked Estep 
Score: -122516216.000000 Penalty: 141591.109375
Splitting cluster 22 changes total score from -122506016.000000 to -122516216.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 23 (123551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123551 members 
Entering Unmasked Estep 
Score: -18671734.000000 Penalty: 2907.653564
	Iteration 0F: 2 clusters Score -1.867173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62067 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -18589280.000000 Penalty: 5815.307129
	Iteration 0F: 3 clusters Score -1.858928e+07 nChanged 58946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 56290 members 
Entering Unmasked Estep 
Score: -18624024.000000 Penalty: 5815.307129
	Iteration 1F: 3 clusters Score -1.862402e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70344 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -18625744.000000 Penalty: 5815.307129
	Iteration 2Q: 3 clusters Score -1.862574e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75013 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -18628452.000000 Penalty: 5815.307129
	Iteration 3Q: 3 clusters Score -1.862845e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81569 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -18632922.000000 Penalty: 5815.307129
	Iteration 4F: 3 clusters Score -1.863292e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -18639754.000000 Penalty: 5815.307129
	Iteration 5F: 3 clusters Score -1.863975e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100349 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -18648874.000000 Penalty: 5815.307129
	Iteration 6F: 3 clusters Score -1.864887e+07 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109861 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -18658052.000000 Penalty: 5815.307129
	Iteration 7F: 3 clusters Score -1.865805e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116590 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -18664192.000000 Penalty: 5815.307129
	Iteration 8F: 3 clusters Score -1.866419e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120223 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -18667286.000000 Penalty: 5815.307129
	Iteration 9Q: 3 clusters Score -1.866729e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121812 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -18668310.000000 Penalty: 5815.307129
	Iteration 10Q: 3 clusters Score -1.866831e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122491 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -18668822.000000 Penalty: 5815.307129
	Iteration 11Q: 3 clusters Score -1.866882e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122798 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -18669038.000000 Penalty: 5815.307129
	Iteration 12Q: 3 clusters Score -1.866904e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122932 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -18669202.000000 Penalty: 5815.307129
	Iteration 13Q: 3 clusters Score -1.86692e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123001 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -18669276.000000 Penalty: 5815.307129
	Iteration 14Q: 3 clusters Score -1.866928e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123042 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -18669328.000000 Penalty: 5815.307129
	Iteration 15Q: 3 clusters Score -1.866933e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123063 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -18669358.000000 Penalty: 5815.307129
	Iteration 16Q: 3 clusters Score -1.866936e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123069 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -18669382.000000 Penalty: 5815.307129
	Iteration 17Q: 3 clusters Score -1.866938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123070 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -18669400.000000 Penalty: 5815.307129
	Iteration 18Q: 3 clusters Score -1.86694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123071 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -18669404.000000 Penalty: 5815.307129
	Iteration 19Q: 3 clusters Score -1.86694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123072 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -18669398.000000 Penalty: 5815.307129
	Iteration 20F: 3 clusters Score -1.86694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123080 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -18669408.000000 Penalty: 5815.307129
	Iteration 21Q: 3 clusters Score -1.866941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123078 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -18669420.000000 Penalty: 5815.307129
	Iteration 22Q: 3 clusters Score -1.866942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123078 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -18669444.000000 Penalty: 5815.307129
	Iteration 23Q: 3 clusters Score -1.866944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123081 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -18669452.000000 Penalty: 5815.307129
	Iteration 24Q: 3 clusters Score -1.866945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123082 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -18669470.000000 Penalty: 5815.307129
	Iteration 25Q: 3 clusters Score -1.866947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123081 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -18669472.000000 Penalty: 5815.307129
	Iteration 26Q: 3 clusters Score -1.866947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123083 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -18669488.000000 Penalty: 5815.307129
	Iteration 27Q: 3 clusters Score -1.866949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123083 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -18669486.000000 Penalty: 5815.307129
	Iteration 28Q: 3 clusters Score -1.866949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123083 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -18669486.000000 Penalty: 5815.307129
	Iteration 29Q: 3 clusters Score -1.866949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123082 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -18669482.000000 Penalty: 5815.307129
	Iteration 30Q: 3 clusters Score -1.866948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123082 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -18669482.000000 Penalty: 5815.307129
	Iteration 31F: 3 clusters Score -1.866948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (33769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Entering Unmasked Estep 
Score: -5361313.000000 Penalty: 2585.969971
	Iteration 0F: 2 clusters Score -5361313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -5338369.000000 Penalty: 5171.939941
	Iteration 0F: 3 clusters Score -5338369 nChanged 15264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -5346906.000000 Penalty: 5171.939941
	Iteration 1F: 3 clusters Score -5346906 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -5347932.500000 Penalty: 5171.939941
	Iteration 2F: 3 clusters Score -5347932 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -5349353.500000 Penalty: 5171.939941
	Iteration 3F: 3 clusters Score -5349354 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -5351141.000000 Penalty: 5171.939941
	Iteration 4F: 3 clusters Score -5351141 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -5353323.500000 Penalty: 5171.939941
	Iteration 5F: 3 clusters Score -5353324 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -5355537.000000 Penalty: 5171.939941
	Iteration 6F: 3 clusters Score -5355537 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -5357356.500000 Penalty: 5171.939941
	Iteration 7F: 3 clusters Score -5357356 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -5358685.500000 Penalty: 5171.939941
	Iteration 8Q: 3 clusters Score -5358686 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -5359348.000000 Penalty: 5171.939941
	Iteration 9Q: 3 clusters Score -5359348 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -5359694.500000 Penalty: 5171.939941
	Iteration 10Q: 3 clusters Score -5359694 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -5359833.500000 Penalty: 5171.939941
	Iteration 11Q: 3 clusters Score -5359834 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -5359908.000000 Penalty: 5171.939941
	Iteration 12Q: 3 clusters Score -5359908 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -5359984.000000 Penalty: 5171.939941
	Iteration 13Q: 3 clusters Score -5359984 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -5360034.000000 Penalty: 5171.939941
	Iteration 14Q: 3 clusters Score -5360034 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -5360055.500000 Penalty: 5171.939941
	Iteration 15Q: 3 clusters Score -5360056 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -5360073.000000 Penalty: 5171.939941
	Iteration 16Q: 3 clusters Score -5360073 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -5360069.500000 Penalty: 5171.939941
	Iteration 17Q: 3 clusters Score -5360070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -5360079.500000 Penalty: 5171.939941
	Iteration 18Q: 3 clusters Score -5360080 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -5360099.000000 Penalty: 5171.939941
	Iteration 19Q: 3 clusters Score -5360099 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -5360115.000000 Penalty: 5171.939941
	Iteration 20F: 3 clusters Score -5360115 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5360126.000000 Penalty: 5171.939941
	Iteration 21Q: 3 clusters Score -5360126 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -5360137.500000 Penalty: 5171.939941
	Iteration 22Q: 3 clusters Score -5360138 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -5360145.000000 Penalty: 5171.939941
	Iteration 23Q: 3 clusters Score -5360145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -5360176.000000 Penalty: 5171.939941
	Iteration 24Q: 3 clusters Score -5360176 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -5360175.000000 Penalty: 5171.939941
	Iteration 25Q: 3 clusters Score -5360175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -5360183.500000 Penalty: 5171.939941
	Iteration 26Q: 3 clusters Score -5360184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -5360201.000000 Penalty: 5171.939941
	Iteration 27Q: 3 clusters Score -5360201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -5360212.500000 Penalty: 5171.939941
	Iteration 28Q: 3 clusters Score -5360212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -5360226.500000 Penalty: 5171.939941
	Iteration 29Q: 3 clusters Score -5360226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -5360234.000000 Penalty: 5171.939941
	Iteration 30Q: 3 clusters Score -5360234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -5360228.500000 Penalty: 5171.939941
	Iteration 31Q: 3 clusters Score -5360228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -5360238.000000 Penalty: 5171.939941
	Iteration 32Q: 3 clusters Score -5360238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -5360239.500000 Penalty: 5171.939941
	Iteration 33Q: 3 clusters Score -5360240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -5360240.500000 Penalty: 5171.939941
	Iteration 34Q: 3 clusters Score -5360240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5360246.500000 Penalty: 5171.939941
	Iteration 35Q: 3 clusters Score -5360246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5360248.500000 Penalty: 5171.939941
	Iteration 36Q: 3 clusters Score -5360248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -5360256.500000 Penalty: 5171.939941
	Iteration 37Q: 3 clusters Score -5360256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -5360265.500000 Penalty: 5171.939941
	Iteration 38Q: 3 clusters Score -5360266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -5360254.500000 Penalty: 5171.939941
	Iteration 39Q: 3 clusters Score -5360254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5360270.000000 Penalty: 5171.939941
	Iteration 40F: 3 clusters Score -5360270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5360266.500000 Penalty: 5171.939941
	Iteration 41Q: 3 clusters Score -5360266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -5360260.000000 Penalty: 5171.939941
	Iteration 42Q: 3 clusters Score -5360260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -5360267.000000 Penalty: 5171.939941
	Iteration 43Q: 3 clusters Score -5360267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5360271.500000 Penalty: 5171.939941
	Iteration 44Q: 3 clusters Score -5360272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -5360272.000000 Penalty: 5171.939941
	Iteration 45Q: 3 clusters Score -5360272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -5360268.500000 Penalty: 5171.939941
	Iteration 46Q: 3 clusters Score -5360268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -5360270.000000 Penalty: 5171.939941
	Iteration 47Q: 3 clusters Score -5360270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -5360271.500000 Penalty: 5171.939941
	Iteration 48Q: 3 clusters Score -5360272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -5360289.000000 Penalty: 5171.939941
	Iteration 49Q: 3 clusters Score -5360289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -5360293.000000 Penalty: 5171.939941
	Iteration 50Q: 3 clusters Score -5360293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5360293.000000 Penalty: 5171.939941
	Iteration 51Q: 3 clusters Score -5360293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -5360288.000000 Penalty: 5171.939941
	Iteration 52Q: 3 clusters Score -5360288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -5360286.500000 Penalty: 5171.939941
	Iteration 53Q: 3 clusters Score -5360286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -5360286.500000 Penalty: 5171.939941
	Iteration 54Q: 3 clusters Score -5360286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -5360280.500000 Penalty: 5171.939941
	Iteration 55Q: 3 clusters Score -5360280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5360285.000000 Penalty: 5171.939941
	Iteration 56Q: 3 clusters Score -5360285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5360284.000000 Penalty: 5171.939941
	Iteration 57Q: 3 clusters Score -5360284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5360286.000000 Penalty: 5171.939941
	Iteration 58Q: 3 clusters Score -5360286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -5360285.500000 Penalty: 5171.939941
	Iteration 59Q: 3 clusters Score -5360286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -5360285.500000 Penalty: 5171.939941
	Iteration 60F: 3 clusters Score -5360286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -5360284.500000 Penalty: 5171.939941
	Iteration 61Q: 3 clusters Score -5360284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5360284.000000 Penalty: 5171.939941
	Iteration 62Q: 3 clusters Score -5360284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -5360286.500000 Penalty: 5171.939941
	Iteration 63Q: 3 clusters Score -5360286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -5360288.000000 Penalty: 5171.939941
	Iteration 64Q: 3 clusters Score -5360288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5360279.000000 Penalty: 5171.939941
	Iteration 65Q: 3 clusters Score -5360279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5360281.000000 Penalty: 5171.939941
	Iteration 66Q: 3 clusters Score -5360281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -5360285.000000 Penalty: 5171.939941
	Iteration 67Q: 3 clusters Score -5360285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -5360290.500000 Penalty: 5171.939941
	Iteration 68Q: 3 clusters Score -5360290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -5360290.500000 Penalty: 5171.939941
	Iteration 69F: 3 clusters Score -5360290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -62050.523438 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -62050.52 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 215 members 
Entering Unmasked Estep 
Score: -60696.910156 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -60696.91 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60986.992188 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -60986.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61081.628906 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -61081.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61156.343750 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -61156.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61178.039062 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -61178.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -61203.921875 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -61203.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61222.105469 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -61222.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61240.609375 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -61240.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61264.339844 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -61264.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61281.691406 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -61281.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61291.085938 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -61291.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61291.085938 Penalty: 3027.977295
	Iteration 11F: 3 clusters Score -61291.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Entering Unmasked Estep 
Score: -1794471.500000 Penalty: 2321.591797
	Iteration 0F: 2 clusters Score -1794472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1785727.125000 Penalty: 4643.183594
	Iteration 0F: 3 clusters Score -1785727 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1788501.500000 Penalty: 4643.183594
	Iteration 1F: 3 clusters Score -1788502 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1789091.375000 Penalty: 4643.183594
	Iteration 2F: 3 clusters Score -1789091 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1789837.500000 Penalty: 4643.183594
	Iteration 3F: 3 clusters Score -1789838 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1790817.375000 Penalty: 4643.183594
	Iteration 4F: 3 clusters Score -1790817 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1791850.250000 Penalty: 4643.183594
	Iteration 5F: 3 clusters Score -1791850 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1792643.750000 Penalty: 4643.183594
	Iteration 6F: 3 clusters Score -1792644 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1793043.000000 Penalty: 4643.183594
	Iteration 7Q: 3 clusters Score -1793043 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1793216.750000 Penalty: 4643.183594
	Iteration 8Q: 3 clusters Score -1793217 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1793283.375000 Penalty: 4643.183594
	Iteration 9Q: 3 clusters Score -1793283 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1793319.000000 Penalty: 4643.183594
	Iteration 10Q: 3 clusters Score -1793319 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1793337.250000 Penalty: 4643.183594
	Iteration 11Q: 3 clusters Score -1793337 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1793348.875000 Penalty: 4643.183594
	Iteration 12Q: 3 clusters Score -1793349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1793363.250000 Penalty: 4643.183594
	Iteration 13Q: 3 clusters Score -1793363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1793375.375000 Penalty: 4643.183594
	Iteration 14Q: 3 clusters Score -1793375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1793372.125000 Penalty: 4643.183594
	Iteration 15Q: 3 clusters Score -1793372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1793374.500000 Penalty: 4643.183594
	Iteration 16Q: 3 clusters Score -1793374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1793377.125000 Penalty: 4643.183594
	Iteration 17Q: 3 clusters Score -1793377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1793378.000000 Penalty: 4643.183594
	Iteration 18Q: 3 clusters Score -1793378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1793383.750000 Penalty: 4643.183594
	Iteration 19Q: 3 clusters Score -1793384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1793383.750000 Penalty: 4643.183594
	Iteration 20F: 3 clusters Score -1793384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1793384.750000 Penalty: 4643.183594
	Iteration 21Q: 3 clusters Score -1793385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1793383.500000 Penalty: 4643.183594
	Iteration 22Q: 3 clusters Score -1793384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1793391.125000 Penalty: 4643.183594
	Iteration 23Q: 3 clusters Score -1793391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1793386.375000 Penalty: 4643.183594
	Iteration 24Q: 3 clusters Score -1793386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1793387.875000 Penalty: 4643.183594
	Iteration 25Q: 3 clusters Score -1793388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1793392.000000 Penalty: 4643.183594
	Iteration 26Q: 3 clusters Score -1793392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1793392.500000 Penalty: 4643.183594
	Iteration 27Q: 3 clusters Score -1793392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1793390.750000 Penalty: 4643.183594
	Iteration 28Q: 3 clusters Score -1793391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1793393.375000 Penalty: 4643.183594
	Iteration 29Q: 3 clusters Score -1793393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1793391.875000 Penalty: 4643.183594
	Iteration 30Q: 3 clusters Score -1793392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1793396.125000 Penalty: 4643.183594
	Iteration 31Q: 3 clusters Score -1793396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1793394.750000 Penalty: 4643.183594
	Iteration 32Q: 3 clusters Score -1793395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1793395.125000 Penalty: 4643.183594
	Iteration 33Q: 3 clusters Score -1793395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1793396.500000 Penalty: 4643.183594
	Iteration 34Q: 3 clusters Score -1793396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1793396.750000 Penalty: 4643.183594
	Iteration 35Q: 3 clusters Score -1793397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1793399.500000 Penalty: 4643.183594
	Iteration 36Q: 3 clusters Score -1793400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1793397.625000 Penalty: 4643.183594
	Iteration 37Q: 3 clusters Score -1793398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1793402.125000 Penalty: 4643.183594
	Iteration 38Q: 3 clusters Score -1793402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1793403.000000 Penalty: 4643.183594
	Iteration 39Q: 3 clusters Score -1793403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1793400.750000 Penalty: 4643.183594
	Iteration 40F: 3 clusters Score -1793401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1793401.875000 Penalty: 4643.183594
	Iteration 41Q: 3 clusters Score -1793402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1793400.125000 Penalty: 4643.183594
	Iteration 42Q: 3 clusters Score -1793400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1793404.000000 Penalty: 4643.183594
	Iteration 43Q: 3 clusters Score -1793404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1793403.500000 Penalty: 4643.183594
	Iteration 44Q: 3 clusters Score -1793404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1793408.000000 Penalty: 4643.183594
	Iteration 45Q: 3 clusters Score -1793408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1793409.125000 Penalty: 4643.183594
	Iteration 46Q: 3 clusters Score -1793409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1793408.250000 Penalty: 4643.183594
	Iteration 47Q: 3 clusters Score -1793408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1793407.625000 Penalty: 4643.183594
	Iteration 48Q: 3 clusters Score -1793408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1793409.000000 Penalty: 4643.183594
	Iteration 49Q: 3 clusters Score -1793409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1793411.375000 Penalty: 4643.183594
	Iteration 50Q: 3 clusters Score -1793411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1793412.750000 Penalty: 4643.183594
	Iteration 51Q: 3 clusters Score -1793413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1793411.125000 Penalty: 4643.183594
	Iteration 52Q: 3 clusters Score -1793411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1793410.750000 Penalty: 4643.183594
	Iteration 53Q: 3 clusters Score -1793411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1793413.625000 Penalty: 4643.183594
	Iteration 54Q: 3 clusters Score -1793414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1793413.625000 Penalty: 4643.183594
	Iteration 55F: 3 clusters Score -1793414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Entering Unmasked Estep 
Score: -2882169.500000 Penalty: 2455.332275
	Iteration 0F: 2 clusters Score -2882170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2868150.500000 Penalty: 4910.664551
	Iteration 0F: 3 clusters Score -2868150 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2873875.000000 Penalty: 4910.664551
	Iteration 1F: 3 clusters Score -2873875 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2875816.250000 Penalty: 4910.664551
	Iteration 2F: 3 clusters Score -2875816 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2877748.500000 Penalty: 4910.664551
	Iteration 3F: 3 clusters Score -2877748 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2878849.500000 Penalty: 4910.664551
	Iteration 4F: 3 clusters Score -2878850 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2879441.750000 Penalty: 4910.664551
	Iteration 5F: 3 clusters Score -2879442 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2879796.250000 Penalty: 4910.664551
	Iteration 6Q: 3 clusters Score -2879796 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2880011.500000 Penalty: 4910.664551
	Iteration 7Q: 3 clusters Score -2880012 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2880159.500000 Penalty: 4910.664551
	Iteration 8Q: 3 clusters Score -2880160 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2880264.500000 Penalty: 4910.664551
	Iteration 9Q: 3 clusters Score -2880264 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2880341.500000 Penalty: 4910.664551
	Iteration 10Q: 3 clusters Score -2880342 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2880398.250000 Penalty: 4910.664551
	Iteration 11Q: 3 clusters Score -2880398 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2880442.250000 Penalty: 4910.664551
	Iteration 12Q: 3 clusters Score -2880442 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2880486.500000 Penalty: 4910.664551
	Iteration 13Q: 3 clusters Score -2880486 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2880504.750000 Penalty: 4910.664551
	Iteration 14Q: 3 clusters Score -2880505 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2880526.500000 Penalty: 4910.664551
	Iteration 15Q: 3 clusters Score -2880526 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2880557.750000 Penalty: 4910.664551
	Iteration 16Q: 3 clusters Score -2880558 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2880575.250000 Penalty: 4910.664551
	Iteration 17Q: 3 clusters Score -2880575 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2880598.500000 Penalty: 4910.664551
	Iteration 18Q: 3 clusters Score -2880598 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2880627.000000 Penalty: 4910.664551
	Iteration 19Q: 3 clusters Score -2880627 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2880638.250000 Penalty: 4910.664551
	Iteration 20F: 3 clusters Score -2880638 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2880664.750000 Penalty: 4910.664551
	Iteration 21Q: 3 clusters Score -2880665 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2880681.250000 Penalty: 4910.664551
	Iteration 22Q: 3 clusters Score -2880681 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2880700.750000 Penalty: 4910.664551
	Iteration 23Q: 3 clusters Score -2880701 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2880714.500000 Penalty: 4910.664551
	Iteration 24Q: 3 clusters Score -2880714 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2880737.500000 Penalty: 4910.664551
	Iteration 25Q: 3 clusters Score -2880738 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2880770.750000 Penalty: 4910.664551
	Iteration 26Q: 3 clusters Score -2880771 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2880789.250000 Penalty: 4910.664551
	Iteration 27Q: 3 clusters Score -2880789 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2880822.000000 Penalty: 4910.664551
	Iteration 28Q: 3 clusters Score -2880822 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2880848.250000 Penalty: 4910.664551
	Iteration 29Q: 3 clusters Score -2880848 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2880890.750000 Penalty: 4910.664551
	Iteration 30Q: 3 clusters Score -2880891 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2880907.500000 Penalty: 4910.664551
	Iteration 31Q: 3 clusters Score -2880908 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2880945.500000 Penalty: 4910.664551
	Iteration 32Q: 3 clusters Score -2880946 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2880989.500000 Penalty: 4910.664551
	Iteration 33Q: 3 clusters Score -2880990 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2881017.750000 Penalty: 4910.664551
	Iteration 34Q: 3 clusters Score -2881018 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2881052.000000 Penalty: 4910.664551
	Iteration 35Q: 3 clusters Score -2881052 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2881084.750000 Penalty: 4910.664551
	Iteration 36Q: 3 clusters Score -2881085 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2881111.000000 Penalty: 4910.664551
	Iteration 37Q: 3 clusters Score -2881111 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2881132.250000 Penalty: 4910.664551
	Iteration 38Q: 3 clusters Score -2881132 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2881170.500000 Penalty: 4910.664551
	Iteration 39Q: 3 clusters Score -2881170 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2881196.000000 Penalty: 4910.664551
	Iteration 40F: 3 clusters Score -2881196 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2881213.500000 Penalty: 4910.664551
	Iteration 41Q: 3 clusters Score -2881214 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2881254.750000 Penalty: 4910.664551
	Iteration 42Q: 3 clusters Score -2881255 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2881277.000000 Penalty: 4910.664551
	Iteration 43Q: 3 clusters Score -2881277 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2881299.750000 Penalty: 4910.664551
	Iteration 44Q: 3 clusters Score -2881300 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2881335.000000 Penalty: 4910.664551
	Iteration 45Q: 3 clusters Score -2881335 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2881361.750000 Penalty: 4910.664551
	Iteration 46Q: 3 clusters Score -2881362 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2881374.750000 Penalty: 4910.664551
	Iteration 47Q: 3 clusters Score -2881375 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2881398.500000 Penalty: 4910.664551
	Iteration 48Q: 3 clusters Score -2881398 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2881435.000000 Penalty: 4910.664551
	Iteration 49Q: 3 clusters Score -2881435 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2881458.000000 Penalty: 4910.664551
	Iteration 50Q: 3 clusters Score -2881458 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2881478.250000 Penalty: 4910.664551
	Iteration 51Q: 3 clusters Score -2881478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2881484.500000 Penalty: 4910.664551
	Iteration 52Q: 3 clusters Score -2881484 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2881503.750000 Penalty: 4910.664551
	Iteration 53Q: 3 clusters Score -2881504 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2881523.750000 Penalty: 4910.664551
	Iteration 54Q: 3 clusters Score -2881524 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2881540.250000 Penalty: 4910.664551
	Iteration 55Q: 3 clusters Score -2881540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2881556.500000 Penalty: 4910.664551
	Iteration 56Q: 3 clusters Score -2881556 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2881580.500000 Penalty: 4910.664551
	Iteration 57Q: 3 clusters Score -2881580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2881595.750000 Penalty: 4910.664551
	Iteration 58Q: 3 clusters Score -2881596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2881608.250000 Penalty: 4910.664551
	Iteration 59Q: 3 clusters Score -2881608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2881621.750000 Penalty: 4910.664551
	Iteration 60F: 3 clusters Score -2881622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2881634.750000 Penalty: 4910.664551
	Iteration 61Q: 3 clusters Score -2881635 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2881645.250000 Penalty: 4910.664551
	Iteration 62Q: 3 clusters Score -2881645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -2881649.500000 Penalty: 4910.664551
	Iteration 63Q: 3 clusters Score -2881650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2881649.500000 Penalty: 4910.664551
	Iteration 64Q: 3 clusters Score -2881650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2881654.750000 Penalty: 4910.664551
	Iteration 65Q: 3 clusters Score -2881655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2881664.000000 Penalty: 4910.664551
	Iteration 66Q: 3 clusters Score -2881664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2881667.750000 Penalty: 4910.664551
	Iteration 67Q: 3 clusters Score -2881668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2881677.250000 Penalty: 4910.664551
	Iteration 68Q: 3 clusters Score -2881677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2881684.250000 Penalty: 4910.664551
	Iteration 69Q: 3 clusters Score -2881684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2881688.000000 Penalty: 4910.664551
	Iteration 70Q: 3 clusters Score -2881688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2881696.500000 Penalty: 4910.664551
	Iteration 71Q: 3 clusters Score -2881696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2881705.000000 Penalty: 4910.664551
	Iteration 72Q: 3 clusters Score -2881705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2881719.000000 Penalty: 4910.664551
	Iteration 73Q: 3 clusters Score -2881719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2881722.000000 Penalty: 4910.664551
	Iteration 74Q: 3 clusters Score -2881722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2881724.500000 Penalty: 4910.664551
	Iteration 75Q: 3 clusters Score -2881724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2881726.500000 Penalty: 4910.664551
	Iteration 76Q: 3 clusters Score -2881726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2881728.250000 Penalty: 4910.664551
	Iteration 77Q: 3 clusters Score -2881728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2881733.000000 Penalty: 4910.664551
	Iteration 78Q: 3 clusters Score -2881733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2881733.500000 Penalty: 4910.664551
	Iteration 79Q: 3 clusters Score -2881734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2881731.250000 Penalty: 4910.664551
	Iteration 80F: 3 clusters Score -2881731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2881736.750000 Penalty: 4910.664551
	Iteration 81Q: 3 clusters Score -2881737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2881735.750000 Penalty: 4910.664551
	Iteration 82Q: 3 clusters Score -2881736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2881733.750000 Penalty: 4910.664551
	Iteration 83Q: 3 clusters Score -2881734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2881736.500000 Penalty: 4910.664551
	Iteration 84Q: 3 clusters Score -2881736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2881738.500000 Penalty: 4910.664551
	Iteration 85Q: 3 clusters Score -2881738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2881736.750000 Penalty: 4910.664551
	Iteration 86Q: 3 clusters Score -2881737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2881735.000000 Penalty: 4910.664551
	Iteration 87Q: 3 clusters Score -2881735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2881740.250000 Penalty: 4910.664551
	Iteration 88Q: 3 clusters Score -2881740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2881737.000000 Penalty: 4910.664551
	Iteration 89Q: 3 clusters Score -2881737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2881738.500000 Penalty: 4910.664551
	Iteration 90Q: 3 clusters Score -2881738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2881737.750000 Penalty: 4910.664551
	Iteration 91Q: 3 clusters Score -2881738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2881739.500000 Penalty: 4910.664551
	Iteration 92Q: 3 clusters Score -2881740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2881750.500000 Penalty: 4910.664551
	Iteration 93Q: 3 clusters Score -2881750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2881753.000000 Penalty: 4910.664551
	Iteration 94Q: 3 clusters Score -2881753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2881759.750000 Penalty: 4910.664551
	Iteration 95Q: 3 clusters Score -2881760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2881762.250000 Penalty: 4910.664551
	Iteration 96Q: 3 clusters Score -2881762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2881762.500000 Penalty: 4910.664551
	Iteration 97Q: 3 clusters Score -2881762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2881761.250000 Penalty: 4910.664551
	Iteration 98Q: 3 clusters Score -2881761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2881768.500000 Penalty: 4910.664551
	Iteration 99Q: 3 clusters Score -2881768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2881764.500000 Penalty: 4910.664551
	Iteration 100F: 3 clusters Score -2881764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2881768.000000 Penalty: 4910.664551
	Iteration 101Q: 3 clusters Score -2881768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2881769.500000 Penalty: 4910.664551
	Iteration 102Q: 3 clusters Score -2881770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2881769.500000 Penalty: 4910.664551
	Iteration 103Q: 3 clusters Score -2881770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2881766.750000 Penalty: 4910.664551
	Iteration 104Q: 3 clusters Score -2881767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2881771.750000 Penalty: 4910.664551
	Iteration 105Q: 3 clusters Score -2881772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2881772.750000 Penalty: 4910.664551
	Iteration 106Q: 3 clusters Score -2881773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2881777.000000 Penalty: 4910.664551
	Iteration 107Q: 3 clusters Score -2881777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2881780.750000 Penalty: 4910.664551
	Iteration 108Q: 3 clusters Score -2881781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2881779.250000 Penalty: 4910.664551
	Iteration 109Q: 3 clusters Score -2881779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2881779.250000 Penalty: 4910.664551
	Iteration 110Q: 3 clusters Score -2881779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2881782.000000 Penalty: 4910.664551
	Iteration 111Q: 3 clusters Score -2881782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2881782.000000 Penalty: 4910.664551
	Iteration 112F: 3 clusters Score -2881782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Entering Unmasked Estep 
Score: -601613.875000 Penalty: 2060.066162
	Iteration 0F: 2 clusters Score -601613.9 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 2090 members 
Entering Unmasked Estep 
Score: -597688.312500 Penalty: 4120.132324
	Iteration 0F: 3 clusters Score -597688.3 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -598797.750000 Penalty: 4120.132324
	Iteration 1F: 3 clusters Score -598797.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -599196.250000 Penalty: 4120.132324
	Iteration 2F: 3 clusters Score -599196.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -599452.750000 Penalty: 4120.132324
	Iteration 3F: 3 clusters Score -599452.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -599676.625000 Penalty: 4120.132324
	Iteration 4F: 3 clusters Score -599676.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -599891.000000 Penalty: 4120.132324
	Iteration 5Q: 3 clusters Score -599891 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -600128.187500 Penalty: 4120.132324
	Iteration 6Q: 3 clusters Score -600128.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -600319.000000 Penalty: 4120.132324
	Iteration 7Q: 3 clusters Score -600319 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -600444.312500 Penalty: 4120.132324
	Iteration 8Q: 3 clusters Score -600444.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -600535.750000 Penalty: 4120.132324
	Iteration 9Q: 3 clusters Score -600535.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -600600.375000 Penalty: 4120.132324
	Iteration 10Q: 3 clusters Score -600600.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -600651.687500 Penalty: 4120.132324
	Iteration 11Q: 3 clusters Score -600651.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -600697.437500 Penalty: 4120.132324
	Iteration 12Q: 3 clusters Score -600697.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -600727.062500 Penalty: 4120.132324
	Iteration 13Q: 3 clusters Score -600727.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -600743.375000 Penalty: 4120.132324
	Iteration 14Q: 3 clusters Score -600743.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -600758.437500 Penalty: 4120.132324
	Iteration 15Q: 3 clusters Score -600758.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -600776.437500 Penalty: 4120.132324
	Iteration 16Q: 3 clusters Score -600776.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -600800.125000 Penalty: 4120.132324
	Iteration 17Q: 3 clusters Score -600800.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -600818.250000 Penalty: 4120.132324
	Iteration 18Q: 3 clusters Score -600818.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -600831.750000 Penalty: 4120.132324
	Iteration 19Q: 3 clusters Score -600831.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -600844.500000 Penalty: 4120.132324
	Iteration 20F: 3 clusters Score -600844.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -600858.250000 Penalty: 4120.132324
	Iteration 21Q: 3 clusters Score -600858.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -600872.562500 Penalty: 4120.132324
	Iteration 22Q: 3 clusters Score -600872.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -600890.875000 Penalty: 4120.132324
	Iteration 23Q: 3 clusters Score -600890.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -600902.062500 Penalty: 4120.132324
	Iteration 24Q: 3 clusters Score -600902.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -600909.937500 Penalty: 4120.132324
	Iteration 25Q: 3 clusters Score -600909.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -600917.187500 Penalty: 4120.132324
	Iteration 26Q: 3 clusters Score -600917.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -600920.937500 Penalty: 4120.132324
	Iteration 27Q: 3 clusters Score -600920.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -600924.562500 Penalty: 4120.132324
	Iteration 28Q: 3 clusters Score -600924.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -600928.500000 Penalty: 4120.132324
	Iteration 29Q: 3 clusters Score -600928.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -600929.750000 Penalty: 4120.132324
	Iteration 30Q: 3 clusters Score -600929.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -600931.375000 Penalty: 4120.132324
	Iteration 31Q: 3 clusters Score -600931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -600932.437500 Penalty: 4120.132324
	Iteration 32Q: 3 clusters Score -600932.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -600932.437500 Penalty: 4120.132324
	Iteration 33F: 3 clusters Score -600932.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (127154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127154 members 
Entering Unmasked Estep 
Score: -20349894.000000 Penalty: 2914.782227
	Iteration 0F: 2 clusters Score -2.034989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63629 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -20283458.000000 Penalty: 5829.564453
	Iteration 0F: 3 clusters Score -2.028346e+07 nChanged 60130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -20317636.000000 Penalty: 5829.564453
	Iteration 1F: 3 clusters Score -2.031764e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -20318454.000000 Penalty: 5829.564453
	Iteration 2Q: 3 clusters Score -2.031845e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66925 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -20319522.000000 Penalty: 5829.564453
	Iteration 3Q: 3 clusters Score -2.031952e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68962 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -20320698.000000 Penalty: 5829.564453
	Iteration 4Q: 3 clusters Score -2.03207e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -20322242.000000 Penalty: 5829.564453
	Iteration 5Q: 3 clusters Score -2.032224e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -20324510.000000 Penalty: 5829.564453
	Iteration 6Q: 3 clusters Score -2.032451e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -20327816.000000 Penalty: 5829.564453
	Iteration 7F: 3 clusters Score -2.032782e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -20332276.000000 Penalty: 5829.564453
	Iteration 8F: 3 clusters Score -2.033228e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96578 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -20336764.000000 Penalty: 5829.564453
	Iteration 9F: 3 clusters Score -2.033676e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -20340328.000000 Penalty: 5829.564453
	Iteration 10F: 3 clusters Score -2.034033e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109442 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -20343156.000000 Penalty: 5829.564453
	Iteration 11Q: 3 clusters Score -2.034316e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113240 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -20344988.000000 Penalty: 5829.564453
	Iteration 12Q: 3 clusters Score -2.034499e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115549 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -20346054.000000 Penalty: 5829.564453
	Iteration 13Q: 3 clusters Score -2.034605e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116960 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -20346566.000000 Penalty: 5829.564453
	Iteration 14Q: 3 clusters Score -2.034657e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118006 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -20346770.000000 Penalty: 5829.564453
	Iteration 15Q: 3 clusters Score -2.034677e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118925 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -20346934.000000 Penalty: 5829.564453
	Iteration 16Q: 3 clusters Score -2.034693e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119722 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -20346962.000000 Penalty: 5829.564453
	Iteration 17Q: 3 clusters Score -2.034696e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120460 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -20347050.000000 Penalty: 5829.564453
	Iteration 18Q: 3 clusters Score -2.034705e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121071 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -20347084.000000 Penalty: 5829.564453
	Iteration 19Q: 3 clusters Score -2.034708e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121626 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -20347198.000000 Penalty: 5829.564453
	Iteration 20F: 3 clusters Score -2.03472e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122129 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -20347316.000000 Penalty: 5829.564453
	Iteration 21Q: 3 clusters Score -2.034732e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122584 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -20347388.000000 Penalty: 5829.564453
	Iteration 22Q: 3 clusters Score -2.034739e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122980 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -20347416.000000 Penalty: 5829.564453
	Iteration 23Q: 3 clusters Score -2.034742e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123342 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -20347502.000000 Penalty: 5829.564453
	Iteration 24Q: 3 clusters Score -2.03475e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123652 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -20347622.000000 Penalty: 5829.564453
	Iteration 25Q: 3 clusters Score -2.034762e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123948 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -20347774.000000 Penalty: 5829.564453
	Iteration 26Q: 3 clusters Score -2.034777e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124190 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -20347862.000000 Penalty: 5829.564453
	Iteration 27Q: 3 clusters Score -2.034786e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124394 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -20347928.000000 Penalty: 5829.564453
	Iteration 28Q: 3 clusters Score -2.034793e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124575 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -20348020.000000 Penalty: 5829.564453
	Iteration 29Q: 3 clusters Score -2.034802e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124733 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -20348068.000000 Penalty: 5829.564453
	Iteration 30Q: 3 clusters Score -2.034807e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124872 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -20348032.000000 Penalty: 5829.564453
	Iteration 31Q: 3 clusters Score -2.034803e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124988 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -20348096.000000 Penalty: 5829.564453
	Iteration 32Q: 3 clusters Score -2.03481e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125085 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -20348140.000000 Penalty: 5829.564453
	Iteration 33Q: 3 clusters Score -2.034814e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125171 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -20348180.000000 Penalty: 5829.564453
	Iteration 34Q: 3 clusters Score -2.034818e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125251 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -20348204.000000 Penalty: 5829.564453
	Iteration 35Q: 3 clusters Score -2.03482e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125328 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -20348222.000000 Penalty: 5829.564453
	Iteration 36Q: 3 clusters Score -2.034822e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125400 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -20348244.000000 Penalty: 5829.564453
	Iteration 37Q: 3 clusters Score -2.034824e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125451 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -20348274.000000 Penalty: 5829.564453
	Iteration 38Q: 3 clusters Score -2.034827e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125491 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -20348292.000000 Penalty: 5829.564453
	Iteration 39Q: 3 clusters Score -2.034829e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125531 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -20348264.000000 Penalty: 5829.564453
	Iteration 40F: 3 clusters Score -2.034826e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125571 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -20348278.000000 Penalty: 5829.564453
	Iteration 41Q: 3 clusters Score -2.034828e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125603 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -20348308.000000 Penalty: 5829.564453
	Iteration 42Q: 3 clusters Score -2.034831e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125625 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -20348282.000000 Penalty: 5829.564453
	Iteration 43Q: 3 clusters Score -2.034828e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125645 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -20348298.000000 Penalty: 5829.564453
	Iteration 44Q: 3 clusters Score -2.03483e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125661 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -20348304.000000 Penalty: 5829.564453
	Iteration 45Q: 3 clusters Score -2.03483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125674 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -20348318.000000 Penalty: 5829.564453
	Iteration 46Q: 3 clusters Score -2.034832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125681 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -20348312.000000 Penalty: 5829.564453
	Iteration 47Q: 3 clusters Score -2.034831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125689 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -20348308.000000 Penalty: 5829.564453
	Iteration 48Q: 3 clusters Score -2.034831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125696 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -20348304.000000 Penalty: 5829.564453
	Iteration 49Q: 3 clusters Score -2.03483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125704 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -20348322.000000 Penalty: 5829.564453
	Iteration 50Q: 3 clusters Score -2.034832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125715 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -20348346.000000 Penalty: 5829.564453
	Iteration 51Q: 3 clusters Score -2.034835e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125724 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -20348368.000000 Penalty: 5829.564453
	Iteration 52Q: 3 clusters Score -2.034837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125734 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -20348366.000000 Penalty: 5829.564453
	Iteration 53Q: 3 clusters Score -2.034837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125745 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -20348370.000000 Penalty: 5829.564453
	Iteration 54Q: 3 clusters Score -2.034837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125759 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -20348350.000000 Penalty: 5829.564453
	Iteration 55Q: 3 clusters Score -2.034835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125773 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -20348360.000000 Penalty: 5829.564453
	Iteration 56Q: 3 clusters Score -2.034836e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125779 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -20348338.000000 Penalty: 5829.564453
	Iteration 57Q: 3 clusters Score -2.034834e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125793 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -20348342.000000 Penalty: 5829.564453
	Iteration 58Q: 3 clusters Score -2.034834e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125805 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -20348372.000000 Penalty: 5829.564453
	Iteration 59Q: 3 clusters Score -2.034837e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125822 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -20348366.000000 Penalty: 5829.564453
	Iteration 60F: 3 clusters Score -2.034837e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125839 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -20348412.000000 Penalty: 5829.564453
	Iteration 61Q: 3 clusters Score -2.034841e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125848 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -20348398.000000 Penalty: 5829.564453
	Iteration 62Q: 3 clusters Score -2.03484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125854 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -20348380.000000 Penalty: 5829.564453
	Iteration 63Q: 3 clusters Score -2.034838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125857 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -20348392.000000 Penalty: 5829.564453
	Iteration 64Q: 3 clusters Score -2.034839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125857 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -20348398.000000 Penalty: 5829.564453
	Iteration 65Q: 3 clusters Score -2.03484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125855 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -20348392.000000 Penalty: 5829.564453
	Iteration 66Q: 3 clusters Score -2.034839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125858 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -20348384.000000 Penalty: 5829.564453
	Iteration 67Q: 3 clusters Score -2.034838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125863 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -20348378.000000 Penalty: 5829.564453
	Iteration 68Q: 3 clusters Score -2.034838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125864 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -20348380.000000 Penalty: 5829.564453
	Iteration 69Q: 3 clusters Score -2.034838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125866 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -20348386.000000 Penalty: 5829.564453
	Iteration 70Q: 3 clusters Score -2.034839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125868 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -20348390.000000 Penalty: 5829.564453
	Iteration 71Q: 3 clusters Score -2.034839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125869 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -20348382.000000 Penalty: 5829.564453
	Iteration 72Q: 3 clusters Score -2.034838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125871 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20348380.000000 Penalty: 5829.564453
	Iteration 73Q: 3 clusters Score -2.034838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125875 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -20348370.000000 Penalty: 5829.564453
	Iteration 74Q: 3 clusters Score -2.034837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125880 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -20348362.000000 Penalty: 5829.564453
	Iteration 75Q: 3 clusters Score -2.034836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125885 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -20348360.000000 Penalty: 5829.564453
	Iteration 76Q: 3 clusters Score -2.034836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125887 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -20348364.000000 Penalty: 5829.564453
	Iteration 77Q: 3 clusters Score -2.034836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125891 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -20348362.000000 Penalty: 5829.564453
	Iteration 78Q: 3 clusters Score -2.034836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125893 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -20348364.000000 Penalty: 5829.564453
	Iteration 79Q: 3 clusters Score -2.034836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125894 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -20348358.000000 Penalty: 5829.564453
	Iteration 80F: 3 clusters Score -2.034836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125898 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -20348358.000000 Penalty: 5829.564453
	Iteration 81Q: 3 clusters Score -2.034836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125902 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -20348352.000000 Penalty: 5829.564453
	Iteration 82Q: 3 clusters Score -2.034835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125903 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -20348350.000000 Penalty: 5829.564453
	Iteration 83Q: 3 clusters Score -2.034835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125904 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -20348356.000000 Penalty: 5829.564453
	Iteration 84Q: 3 clusters Score -2.034836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125904 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -20348356.000000 Penalty: 5829.564453
	Iteration 85F: 3 clusters Score -2.034836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Entering Unmasked Estep 
Score: -1899134.875000 Penalty: 2334.615234
	Iteration 0F: 2 clusters Score -1899135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1890114.500000 Penalty: 4669.230469
	Iteration 0F: 3 clusters Score -1890114 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1892842.125000 Penalty: 4669.230469
	Iteration 1F: 3 clusters Score -1892842 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1893335.500000 Penalty: 4669.230469
	Iteration 2F: 3 clusters Score -1893336 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1893882.875000 Penalty: 4669.230469
	Iteration 3F: 3 clusters Score -1893883 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1894581.250000 Penalty: 4669.230469
	Iteration 4F: 3 clusters Score -1894581 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1895347.875000 Penalty: 4669.230469
	Iteration 5F: 3 clusters Score -1895348 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1895969.375000 Penalty: 4669.230469
	Iteration 6F: 3 clusters Score -1895969 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1896366.500000 Penalty: 4669.230469
	Iteration 7F: 3 clusters Score -1896366 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1896600.250000 Penalty: 4669.230469
	Iteration 8Q: 3 clusters Score -1896600 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1896732.250000 Penalty: 4669.230469
	Iteration 9Q: 3 clusters Score -1896732 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1896815.250000 Penalty: 4669.230469
	Iteration 10Q: 3 clusters Score -1896815 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1896872.375000 Penalty: 4669.230469
	Iteration 11Q: 3 clusters Score -1896872 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1896930.875000 Penalty: 4669.230469
	Iteration 12Q: 3 clusters Score -1896931 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1896975.000000 Penalty: 4669.230469
	Iteration 13Q: 3 clusters Score -1896975 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1897013.750000 Penalty: 4669.230469
	Iteration 14Q: 3 clusters Score -1897014 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1897035.375000 Penalty: 4669.230469
	Iteration 15Q: 3 clusters Score -1897035 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1897050.250000 Penalty: 4669.230469
	Iteration 16Q: 3 clusters Score -1897050 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1897064.000000 Penalty: 4669.230469
	Iteration 17Q: 3 clusters Score -1897064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1897073.875000 Penalty: 4669.230469
	Iteration 18Q: 3 clusters Score -1897074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1897085.250000 Penalty: 4669.230469
	Iteration 19Q: 3 clusters Score -1897085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1897084.250000 Penalty: 4669.230469
	Iteration 20F: 3 clusters Score -1897084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1897089.250000 Penalty: 4669.230469
	Iteration 21Q: 3 clusters Score -1897089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1897098.625000 Penalty: 4669.230469
	Iteration 22Q: 3 clusters Score -1897099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1897100.625000 Penalty: 4669.230469
	Iteration 23Q: 3 clusters Score -1897101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1897105.000000 Penalty: 4669.230469
	Iteration 24Q: 3 clusters Score -1897105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1897105.000000 Penalty: 4669.230469
	Iteration 25Q: 3 clusters Score -1897105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1897108.250000 Penalty: 4669.230469
	Iteration 26Q: 3 clusters Score -1897108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1897112.125000 Penalty: 4669.230469
	Iteration 27Q: 3 clusters Score -1897112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1897113.375000 Penalty: 4669.230469
	Iteration 28Q: 3 clusters Score -1897113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1897112.375000 Penalty: 4669.230469
	Iteration 29Q: 3 clusters Score -1897112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1897120.375000 Penalty: 4669.230469
	Iteration 30Q: 3 clusters Score -1897120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1897117.500000 Penalty: 4669.230469
	Iteration 31Q: 3 clusters Score -1897118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1897121.750000 Penalty: 4669.230469
	Iteration 32Q: 3 clusters Score -1897122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1897120.250000 Penalty: 4669.230469
	Iteration 33Q: 3 clusters Score -1897120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1897120.750000 Penalty: 4669.230469
	Iteration 34Q: 3 clusters Score -1897121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1897120.625000 Penalty: 4669.230469
	Iteration 35Q: 3 clusters Score -1897121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1897119.625000 Penalty: 4669.230469
	Iteration 36Q: 3 clusters Score -1897120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1897118.875000 Penalty: 4669.230469
	Iteration 37Q: 3 clusters Score -1897119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1897118.875000 Penalty: 4669.230469
	Iteration 38F: 3 clusters Score -1897119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (53014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Entering Unmasked Estep 
Score: -8333128.000000 Penalty: 2697.821289
	Iteration 0F: 2 clusters Score -8333128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -8297393.000000 Penalty: 5395.642578
	Iteration 0F: 3 clusters Score -8297393 nChanged 24440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -8311022.000000 Penalty: 5395.642578
	Iteration 1F: 3 clusters Score -8311022 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -8311679.500000 Penalty: 5395.642578
	Iteration 2Q: 3 clusters Score -8311680 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -8312495.500000 Penalty: 5395.642578
	Iteration 3Q: 3 clusters Score -8312496 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -8313447.500000 Penalty: 5395.642578
	Iteration 4Q: 3 clusters Score -8313448 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -8314915.500000 Penalty: 5395.642578
	Iteration 5F: 3 clusters Score -8314916 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -8317095.000000 Penalty: 5395.642578
	Iteration 6F: 3 clusters Score -8317095 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -8319868.000000 Penalty: 5395.642578
	Iteration 7F: 3 clusters Score -8319868 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -8323143.500000 Penalty: 5395.642578
	Iteration 8F: 3 clusters Score -8323144 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -8326166.000000 Penalty: 5395.642578
	Iteration 9F: 3 clusters Score -8326166 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -8328392.500000 Penalty: 5395.642578
	Iteration 10Q: 3 clusters Score -8328392 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8329538.000000 Penalty: 5395.642578
	Iteration 11Q: 3 clusters Score -8329538 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8330073.000000 Penalty: 5395.642578
	Iteration 12Q: 3 clusters Score -8330073 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8330398.500000 Penalty: 5395.642578
	Iteration 13Q: 3 clusters Score -8330398 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8330549.500000 Penalty: 5395.642578
	Iteration 14Q: 3 clusters Score -8330550 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8330630.000000 Penalty: 5395.642578
	Iteration 15Q: 3 clusters Score -8330630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8330665.500000 Penalty: 5395.642578
	Iteration 16Q: 3 clusters Score -8330666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8330723.000000 Penalty: 5395.642578
	Iteration 17Q: 3 clusters Score -8330723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8330763.500000 Penalty: 5395.642578
	Iteration 18Q: 3 clusters Score -8330764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8330786.000000 Penalty: 5395.642578
	Iteration 19Q: 3 clusters Score -8330786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8330802.000000 Penalty: 5395.642578
	Iteration 20F: 3 clusters Score -8330802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8330815.000000 Penalty: 5395.642578
	Iteration 21Q: 3 clusters Score -8330815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8330823.500000 Penalty: 5395.642578
	Iteration 22Q: 3 clusters Score -8330824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8330827.500000 Penalty: 5395.642578
	Iteration 23Q: 3 clusters Score -8330828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8330829.500000 Penalty: 5395.642578
	Iteration 24Q: 3 clusters Score -8330830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8330840.000000 Penalty: 5395.642578
	Iteration 25Q: 3 clusters Score -8330840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8330838.000000 Penalty: 5395.642578
	Iteration 26Q: 3 clusters Score -8330838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8330850.500000 Penalty: 5395.642578
	Iteration 27Q: 3 clusters Score -8330850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8330844.500000 Penalty: 5395.642578
	Iteration 28Q: 3 clusters Score -8330844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8330847.500000 Penalty: 5395.642578
	Iteration 29Q: 3 clusters Score -8330848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8330842.000000 Penalty: 5395.642578
	Iteration 30Q: 3 clusters Score -8330842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8330842.000000 Penalty: 5395.642578
	Iteration 31F: 3 clusters Score -8330842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Entering Unmasked Estep 
Score: -2188206.000000 Penalty: 2373.145020
	Iteration 0F: 2 clusters Score -2188206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2177902.750000 Penalty: 4746.290039
	Iteration 0F: 3 clusters Score -2177903 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2181257.250000 Penalty: 4746.290039
	Iteration 1F: 3 clusters Score -2181257 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2181979.750000 Penalty: 4746.290039
	Iteration 2F: 3 clusters Score -2181980 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2182997.750000 Penalty: 4746.290039
	Iteration 3F: 3 clusters Score -2182998 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2184653.250000 Penalty: 4746.290039
	Iteration 4F: 3 clusters Score -2184653 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2186961.500000 Penalty: 4746.290039
	Iteration 5F: 3 clusters Score -2186962 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2188698.000000 Penalty: 4746.290039
	Iteration 6F: 3 clusters Score -2188698 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2189926.750000 Penalty: 4746.290039
	Iteration 7F: 3 clusters Score -2189927 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2190948.750000 Penalty: 4746.290039
	Iteration 8F: 3 clusters Score -2190949 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2192017.000000 Penalty: 4746.290039
	Iteration 9Q: 3 clusters Score -2192017 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2193063.750000 Penalty: 4746.290039
	Iteration 10Q: 3 clusters Score -2193064 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2193399.500000 Penalty: 4746.290039
	Iteration 11Q: 3 clusters Score -2193400 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2193472.000000 Penalty: 4746.290039
	Iteration 12Q: 3 clusters Score -2193472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2193487.750000 Penalty: 4746.290039
	Iteration 13Q: 3 clusters Score -2193488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2193501.250000 Penalty: 4746.290039
	Iteration 14Q: 3 clusters Score -2193501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2193499.750000 Penalty: 4746.290039
	Iteration 15Q: 3 clusters Score -2193500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2193505.000000 Penalty: 4746.290039
	Iteration 16Q: 3 clusters Score -2193505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2193508.000000 Penalty: 4746.290039
	Iteration 17Q: 3 clusters Score -2193508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2193509.500000 Penalty: 4746.290039
	Iteration 18Q: 3 clusters Score -2193510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2193511.250000 Penalty: 4746.290039
	Iteration 19Q: 3 clusters Score -2193511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2193512.750000 Penalty: 4746.290039
	Iteration 20F: 3 clusters Score -2193513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2193515.000000 Penalty: 4746.290039
	Iteration 21Q: 3 clusters Score -2193515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2193514.750000 Penalty: 4746.290039
	Iteration 22Q: 3 clusters Score -2193515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2193516.750000 Penalty: 4746.290039
	Iteration 23Q: 3 clusters Score -2193517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2193516.750000 Penalty: 4746.290039
	Iteration 24F: 3 clusters Score -2193517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 13403 members 
Mstep: Class 5 contains 49267 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 15609 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 10 contains 738 members 
Mstep: Class 11 contains 8084 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 37176 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 13701 members 
Mstep: Class 16 contains 65788 members 
Mstep: Class 17 contains 1872 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 4873 members 
Mstep: Class 20 contains 13875 members 
Mstep: Class 21 contains 27831 members 
Mstep: Class 22 contains 162 members 
Mstep: Class 23 contains 123551 members 
Mstep: Class 24 contains 33769 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 19941 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 127154 members 
Mstep: Class 30 contains 12256 members 
Mstep: Class 31 contains 53014 members 
Mstep: Class 32 contains 6296 members 
Mstep: Class 33 contains 4162 members 
Mstep: Class 34 contains 3029 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 15211 members 
Mstep: Class 37 contains 630 members 
Mstep: Class 38 contains 4501 members 
Mstep: Class 39 contains 5759 members 
Mstep: Class 40 contains 43900 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 126 members 
Mstep: Class 43 contains 8020 members 
Entering Unmasked Estep 
Score: -122520400.000000 Penalty: 144962.328125
Splitting cluster 32 changes total score from -122506016.000000 to -122520400.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 33 (4162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Entering Unmasked Estep 
Score: -669803.187500 Penalty: 2066.770264
	Iteration 0F: 2 clusters Score -669803.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -665777.750000 Penalty: 4133.540527
	Iteration 0F: 3 clusters Score -665777.8 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -666681.750000 Penalty: 4133.540527
	Iteration 1F: 3 clusters Score -666681.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -666912.187500 Penalty: 4133.540527
	Iteration 2F: 3 clusters Score -666912.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -667080.000000 Penalty: 4133.540527
	Iteration 3F: 3 clusters Score -667080 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -667213.937500 Penalty: 4133.540527
	Iteration 4Q: 3 clusters Score -667213.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -667339.750000 Penalty: 4133.540527
	Iteration 5Q: 3 clusters Score -667339.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -667501.375000 Penalty: 4133.540527
	Iteration 6Q: 3 clusters Score -667501.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -667654.000000 Penalty: 4133.540527
	Iteration 7Q: 3 clusters Score -667654 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -667784.750000 Penalty: 4133.540527
	Iteration 8Q: 3 clusters Score -667784.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -667931.437500 Penalty: 4133.540527
	Iteration 9Q: 3 clusters Score -667931.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -668090.437500 Penalty: 4133.540527
	Iteration 10Q: 3 clusters Score -668090.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -668283.750000 Penalty: 4133.540527
	Iteration 11Q: 3 clusters Score -668283.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -668482.875000 Penalty: 4133.540527
	Iteration 12Q: 3 clusters Score -668482.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -668647.312500 Penalty: 4133.540527
	Iteration 13Q: 3 clusters Score -668647.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -668776.000000 Penalty: 4133.540527
	Iteration 14Q: 3 clusters Score -668776 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -668854.437500 Penalty: 4133.540527
	Iteration 15Q: 3 clusters Score -668854.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -668937.250000 Penalty: 4133.540527
	Iteration 16Q: 3 clusters Score -668937.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -668999.375000 Penalty: 4133.540527
	Iteration 17Q: 3 clusters Score -668999.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -669051.187500 Penalty: 4133.540527
	Iteration 18Q: 3 clusters Score -669051.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -669099.375000 Penalty: 4133.540527
	Iteration 19Q: 3 clusters Score -669099.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -669124.187500 Penalty: 4133.540527
	Iteration 20F: 3 clusters Score -669124.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -669138.625000 Penalty: 4133.540527
	Iteration 21Q: 3 clusters Score -669138.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -669149.187500 Penalty: 4133.540527
	Iteration 22Q: 3 clusters Score -669149.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -669158.062500 Penalty: 4133.540527
	Iteration 23Q: 3 clusters Score -669158.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -669163.937500 Penalty: 4133.540527
	Iteration 24Q: 3 clusters Score -669163.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -669170.312500 Penalty: 4133.540527
	Iteration 25Q: 3 clusters Score -669170.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -669180.750000 Penalty: 4133.540527
	Iteration 26Q: 3 clusters Score -669180.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -669191.250000 Penalty: 4133.540527
	Iteration 27Q: 3 clusters Score -669191.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -669198.125000 Penalty: 4133.540527
	Iteration 28Q: 3 clusters Score -669198.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -669204.875000 Penalty: 4133.540527
	Iteration 29Q: 3 clusters Score -669204.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -669212.250000 Penalty: 4133.540527
	Iteration 30Q: 3 clusters Score -669212.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -669216.187500 Penalty: 4133.540527
	Iteration 31Q: 3 clusters Score -669216.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -669220.187500 Penalty: 4133.540527
	Iteration 32Q: 3 clusters Score -669220.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -669225.812500 Penalty: 4133.540527
	Iteration 33Q: 3 clusters Score -669225.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -669229.750000 Penalty: 4133.540527
	Iteration 34Q: 3 clusters Score -669229.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -669235.062500 Penalty: 4133.540527
	Iteration 35Q: 3 clusters Score -669235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -669237.562500 Penalty: 4133.540527
	Iteration 36Q: 3 clusters Score -669237.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -669237.750000 Penalty: 4133.540527
	Iteration 37Q: 3 clusters Score -669237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -669240.000000 Penalty: 4133.540527
	Iteration 38Q: 3 clusters Score -669240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -669240.000000 Penalty: 4133.540527
	Iteration 39F: 3 clusters Score -669240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 13403 members 
Mstep: Class 5 contains 49267 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 15609 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 10 contains 738 members 
Mstep: Class 11 contains 8084 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 37176 members 
Mstep: Class 14 contains 27428 members 
Mstep: Class 15 contains 13701 members 
Mstep: Class 16 contains 65788 members 
Mstep: Class 17 contains 1872 members 
Mstep: Class 18 contains 3527 members 
Mstep: Class 19 contains 4873 members 
Mstep: Class 20 contains 13875 members 
Mstep: Class 21 contains 27831 members 
Mstep: Class 22 contains 162 members 
Mstep: Class 23 contains 123551 members 
Mstep: Class 24 contains 33769 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 11629 members 
Mstep: Class 27 contains 19941 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 127154 members 
Mstep: Class 30 contains 12256 members 
Mstep: Class 31 contains 53014 members 
Mstep: Class 32 contains 6296 members 
Mstep: Class 33 contains 4162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122525592.000000 Penalty: 144962.328125
Iteration 79Q: 44 clusters Score -1.225256e+08 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 6335 members 
Mstep: Class 4 contains 13369 members 
Mstep: Class 5 contains 49373 members 
Mstep: Class 6 contains 6609 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 8 contains 15753 members 
Mstep: Class 9 contains 6772 members 
Mstep: Class 10 contains 740 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 37194 members 
Mstep: Class 14 contains 27446 members 
Mstep: Class 15 contains 13862 members 
Mstep: Class 16 contains 65806 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 3465 members 
Mstep: Class 19 contains 4852 members 
Mstep: Class 20 contains 13964 members 
Mstep: Class 21 contains 27704 members 
Mstep: Class 22 contains 180 members 
Mstep: Class 23 contains 123855 members 
Mstep: Class 24 contains 33842 members 
Mstep: Class 25 contains 445 members 
Mstep: Class 26 contains 11824 members 
Mstep: Class 27 contains 20299 members 
Mstep: Class 28 contains 4039 members 
Mstep: Class 29 contains 127239 members 
Mstep: Class 30 contains 12400 members 
Mstep: Class 31 contains 53035 members 
Mstep: Class 32 contains 6494 members 
Mstep: Class 33 contains 4141 members 
Mstep: Class 34 contains 2938 members 
Mstep: Class 35 contains 694 members 
Mstep: Class 36 contains 14508 members 
Mstep: Class 37 contains 630 members 
Mstep: Class 38 contains 4695 members 
Mstep: Class 39 contains 5414 members 
Mstep: Class 40 contains 42826 members 
Mstep: Class 41 contains 1922 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 7741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122529384.000000 Penalty: 144962.328125
Iteration 80F: 44 clusters Score -1.225294e+08 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 3410 members 
Mstep: Class 3 contains 6297 members 
Mstep: Class 4 contains 13271 members 
Mstep: Class 5 contains 48696 members 
Mstep: Class 6 contains 6525 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 15803 members 
Mstep: Class 9 contains 6802 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 2077 members 
Mstep: Class 13 contains 37196 members 
Mstep: Class 14 contains 27458 members 
Mstep: Class 15 contains 13962 members 
Mstep: Class 16 contains 65763 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 3439 members 
Mstep: Class 19 contains 4831 members 
Mstep: Class 20 contains 13906 members 
Mstep: Class 21 contains 27582 members 
Mstep: Class 22 contains 193 members 
Mstep: Class 23 contains 123523 members 
Mstep: Class 24 contains 33579 members 
Mstep: Class 25 contains 443 members 
Mstep: Class 26 contains 11494 members 
Mstep: Class 27 contains 20193 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 127070 members 
Mstep: Class 30 contains 12156 members 
Mstep: Class 31 contains 53065 members 
Mstep: Class 32 contains 6431 members 
Mstep: Class 33 contains 4140 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 695 members 
Mstep: Class 36 contains 15307 members 
Mstep: Class 37 contains 631 members 
Mstep: Class 38 contains 4858 members 
Mstep: Class 39 contains 5811 members 
Mstep: Class 40 contains 43268 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 108 members 
Mstep: Class 43 contains 7839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122531824.000000 Penalty: 144962.328125
Iteration 81Q: 44 clusters Score -1.225318e+08 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 3634 members 
Mstep: Class 3 contains 6259 members 
Mstep: Class 4 contains 13220 members 
Mstep: Class 5 contains 48146 members 
Mstep: Class 6 contains 6490 members 
Mstep: Class 7 contains 882 members 
Mstep: Class 8 contains 15860 members 
Mstep: Class 9 contains 6848 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 37208 members 
Mstep: Class 14 contains 27465 members 
Mstep: Class 15 contains 14111 members 
Mstep: Class 16 contains 65763 members 
Mstep: Class 17 contains 2389 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 4823 members 
Mstep: Class 20 contains 13872 members 
Mstep: Class 21 contains 27488 members 
Mstep: Class 22 contains 197 members 
Mstep: Class 23 contains 123314 members 
Mstep: Class 24 contains 33452 members 
Mstep: Class 25 contains 443 members 
Mstep: Class 26 contains 11313 members 
Mstep: Class 27 contains 20218 members 
Mstep: Class 28 contains 4036 members 
Mstep: Class 29 contains 126929 members 
Mstep: Class 30 contains 11976 members 
Mstep: Class 31 contains 53081 members 
Mstep: Class 32 contains 6402 members 
Mstep: Class 33 contains 4144 members 
Mstep: Class 34 contains 2979 members 
Mstep: Class 35 contains 698 members 
Mstep: Class 36 contains 15766 members 
Mstep: Class 37 contains 632 members 
Mstep: Class 38 contains 4917 members 
Mstep: Class 39 contains 6041 members 
Mstep: Class 40 contains 43408 members 
Mstep: Class 41 contains 1908 members 
Mstep: Class 42 contains 101 members 
Mstep: Class 43 contains 7894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122533040.000000 Penalty: 144962.328125
Iteration 82Q: 44 clusters Score -1.22533e+08 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 3827 members 
Mstep: Class 3 contains 6227 members 
Mstep: Class 4 contains 13161 members 
Mstep: Class 5 contains 47683 members 
Mstep: Class 6 contains 6468 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15914 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 10 contains 741 members 
Mstep: Class 11 contains 8086 members 
Mstep: Class 12 contains 2172 members 
Mstep: Class 13 contains 37206 members 
Mstep: Class 14 contains 27472 members 
Mstep: Class 15 contains 14226 members 
Mstep: Class 16 contains 65758 members 
Mstep: Class 17 contains 2518 members 
Mstep: Class 18 contains 3450 members 
Mstep: Class 19 contains 4827 members 
Mstep: Class 20 contains 13843 members 
Mstep: Class 21 contains 27401 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123234 members 
Mstep: Class 24 contains 33381 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 11162 members 
Mstep: Class 27 contains 20291 members 
Mstep: Class 28 contains 4043 members 
Mstep: Class 29 contains 126803 members 
Mstep: Class 30 contains 11835 members 
Mstep: Class 31 contains 53090 members 
Mstep: Class 32 contains 6402 members 
Mstep: Class 33 contains 4148 members 
Mstep: Class 34 contains 2997 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 16072 members 
Mstep: Class 37 contains 633 members 
Mstep: Class 38 contains 4954 members 
Mstep: Class 39 contains 6161 members 
Mstep: Class 40 contains 43464 members 
Mstep: Class 41 contains 1906 members 
Mstep: Class 42 contains 98 members 
Mstep: Class 43 contains 7935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122533464.000000 Penalty: 144962.328125
Iteration 83Q: 44 clusters Score -1.225335e+08 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 3976 members 
Mstep: Class 3 contains 6206 members 
Mstep: Class 4 contains 13117 members 
Mstep: Class 5 contains 47310 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 15961 members 
Mstep: Class 9 contains 6911 members 
Mstep: Class 10 contains 743 members 
Mstep: Class 11 contains 8116 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 37192 members 
Mstep: Class 14 contains 27479 members 
Mstep: Class 15 contains 14321 members 
Mstep: Class 16 contains 65749 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 18 contains 3468 members 
Mstep: Class 19 contains 4835 members 
Mstep: Class 20 contains 13825 members 
Mstep: Class 21 contains 27318 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123170 members 
Mstep: Class 24 contains 33330 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 11053 members 
Mstep: Class 27 contains 20344 members 
Mstep: Class 28 contains 4065 members 
Mstep: Class 29 contains 126705 members 
Mstep: Class 30 contains 11728 members 
Mstep: Class 31 contains 53097 members 
Mstep: Class 32 contains 6388 members 
Mstep: Class 33 contains 4150 members 
Mstep: Class 34 contains 3002 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 16331 members 
Mstep: Class 37 contains 631 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 6244 members 
Mstep: Class 40 contains 43497 members 
Mstep: Class 41 contains 1906 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 7970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122533936.000000 Penalty: 144962.328125
Iteration 84Q: 44 clusters Score -1.225339e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 6199 members 
Mstep: Class 4 contains 13069 members 
Mstep: Class 5 contains 46980 members 
Mstep: Class 6 contains 6448 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 15993 members 
Mstep: Class 9 contains 6928 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 8145 members 
Mstep: Class 12 contains 2216 members 
Mstep: Class 13 contains 37164 members 
Mstep: Class 14 contains 27488 members 
Mstep: Class 15 contains 14402 members 
Mstep: Class 16 contains 65734 members 
Mstep: Class 17 contains 2726 members 
Mstep: Class 18 contains 3486 members 
Mstep: Class 19 contains 4841 members 
Mstep: Class 20 contains 13808 members 
Mstep: Class 21 contains 27224 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123163 members 
Mstep: Class 24 contains 33276 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10968 members 
Mstep: Class 27 contains 20388 members 
Mstep: Class 28 contains 4077 members 
Mstep: Class 29 contains 126610 members 
Mstep: Class 30 contains 11663 members 
Mstep: Class 31 contains 53107 members 
Mstep: Class 32 contains 6379 members 
Mstep: Class 33 contains 4154 members 
Mstep: Class 34 contains 3004 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 16570 members 
Mstep: Class 37 contains 628 members 
Mstep: Class 38 contains 4961 members 
Mstep: Class 39 contains 6296 members 
Mstep: Class 40 contains 43513 members 
Mstep: Class 41 contains 1907 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 8006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122534352.000000 Penalty: 144962.328125
Iteration 85Q: 44 clusters Score -1.225344e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 4239 members 
Mstep: Class 3 contains 6190 members 
Mstep: Class 4 contains 13012 members 
Mstep: Class 5 contains 46706 members 
Mstep: Class 6 contains 6436 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 15999 members 
Mstep: Class 9 contains 6937 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 8168 members 
Mstep: Class 12 contains 2219 members 
Mstep: Class 13 contains 37149 members 
Mstep: Class 14 contains 27494 members 
Mstep: Class 15 contains 14471 members 
Mstep: Class 16 contains 65730 members 
Mstep: Class 17 contains 2822 members 
Mstep: Class 18 contains 3501 members 
Mstep: Class 19 contains 4845 members 
Mstep: Class 20 contains 13802 members 
Mstep: Class 21 contains 27137 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123163 members 
Mstep: Class 24 contains 33226 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10902 members 
Mstep: Class 27 contains 20424 members 
Mstep: Class 28 contains 4079 members 
Mstep: Class 29 contains 126537 members 
Mstep: Class 30 contains 11591 members 
Mstep: Class 31 contains 53107 members 
Mstep: Class 32 contains 6379 members 
Mstep: Class 33 contains 4158 members 
Mstep: Class 34 contains 3010 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 16785 members 
Mstep: Class 37 contains 628 members 
Mstep: Class 38 contains 4970 members 
Mstep: Class 39 contains 6343 members 
Mstep: Class 40 contains 43544 members 
Mstep: Class 41 contains 1910 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 8036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122534616.000000 Penalty: 144962.328125
Iteration 86Q: 44 clusters Score -1.225346e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 6175 members 
Mstep: Class 4 contains 12972 members 
Mstep: Class 5 contains 46445 members 
Mstep: Class 6 contains 6430 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 16001 members 
Mstep: Class 9 contains 6945 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 8193 members 
Mstep: Class 12 contains 2222 members 
Mstep: Class 13 contains 37141 members 
Mstep: Class 14 contains 27498 members 
Mstep: Class 15 contains 14539 members 
Mstep: Class 16 contains 65728 members 
Mstep: Class 17 contains 2894 members 
Mstep: Class 18 contains 3519 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 13794 members 
Mstep: Class 21 contains 27061 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123176 members 
Mstep: Class 24 contains 33190 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10832 members 
Mstep: Class 27 contains 20447 members 
Mstep: Class 28 contains 4087 members 
Mstep: Class 29 contains 126459 members 
Mstep: Class 30 contains 11526 members 
Mstep: Class 31 contains 53110 members 
Mstep: Class 32 contains 6378 members 
Mstep: Class 33 contains 4163 members 
Mstep: Class 34 contains 3014 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 16982 members 
Mstep: Class 37 contains 627 members 
Mstep: Class 38 contains 4971 members 
Mstep: Class 39 contains 6359 members 
Mstep: Class 40 contains 43589 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 8070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122534800.000000 Penalty: 144962.328125
Iteration 87Q: 44 clusters Score -1.225348e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 3 contains 6162 members 
Mstep: Class 4 contains 12932 members 
Mstep: Class 5 contains 46195 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 16008 members 
Mstep: Class 9 contains 6951 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8223 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 37137 members 
Mstep: Class 14 contains 27499 members 
Mstep: Class 15 contains 14600 members 
Mstep: Class 16 contains 65718 members 
Mstep: Class 17 contains 2926 members 
Mstep: Class 18 contains 3535 members 
Mstep: Class 19 contains 4847 members 
Mstep: Class 20 contains 13786 members 
Mstep: Class 21 contains 27021 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123202 members 
Mstep: Class 24 contains 33163 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10779 members 
Mstep: Class 27 contains 20469 members 
Mstep: Class 28 contains 4094 members 
Mstep: Class 29 contains 126381 members 
Mstep: Class 30 contains 11475 members 
Mstep: Class 31 contains 53104 members 
Mstep: Class 32 contains 6381 members 
Mstep: Class 33 contains 4167 members 
Mstep: Class 34 contains 3017 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 17179 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4956 members 
Mstep: Class 39 contains 6395 members 
Mstep: Class 40 contains 43616 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 8089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122534872.000000 Penalty: 144962.328125
Iteration 88Q: 44 clusters Score -1.225349e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 4537 members 
Mstep: Class 3 contains 6153 members 
Mstep: Class 4 contains 12908 members 
Mstep: Class 5 contains 45961 members 
Mstep: Class 6 contains 6424 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 16019 members 
Mstep: Class 9 contains 6958 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8251 members 
Mstep: Class 12 contains 2233 members 
Mstep: Class 13 contains 37131 members 
Mstep: Class 14 contains 27502 members 
Mstep: Class 15 contains 14645 members 
Mstep: Class 16 contains 65711 members 
Mstep: Class 17 contains 2954 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 4848 members 
Mstep: Class 20 contains 13770 members 
Mstep: Class 21 contains 26993 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123227 members 
Mstep: Class 24 contains 33146 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10716 members 
Mstep: Class 27 contains 20493 members 
Mstep: Class 28 contains 4097 members 
Mstep: Class 29 contains 126310 members 
Mstep: Class 30 contains 11424 members 
Mstep: Class 31 contains 53083 members 
Mstep: Class 32 contains 6377 members 
Mstep: Class 33 contains 4167 members 
Mstep: Class 34 contains 3023 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 17362 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4946 members 
Mstep: Class 39 contains 6411 members 
Mstep: Class 40 contains 43667 members 
Mstep: Class 41 contains 1920 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 8109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122535032.000000 Penalty: 144962.328125
Iteration 89Q: 44 clusters Score -1.22535e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 4623 members 
Mstep: Class 3 contains 6145 members 
Mstep: Class 4 contains 12897 members 
Mstep: Class 5 contains 45740 members 
Mstep: Class 6 contains 6423 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 16016 members 
Mstep: Class 9 contains 6957 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8277 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 37129 members 
Mstep: Class 14 contains 27506 members 
Mstep: Class 15 contains 14687 members 
Mstep: Class 16 contains 65705 members 
Mstep: Class 17 contains 2971 members 
Mstep: Class 18 contains 3560 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13757 members 
Mstep: Class 21 contains 26978 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123254 members 
Mstep: Class 24 contains 33122 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10660 members 
Mstep: Class 27 contains 20522 members 
Mstep: Class 28 contains 4100 members 
Mstep: Class 29 contains 126238 members 
Mstep: Class 30 contains 11378 members 
Mstep: Class 31 contains 53073 members 
Mstep: Class 32 contains 6374 members 
Mstep: Class 33 contains 4167 members 
Mstep: Class 34 contains 3024 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 17533 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4926 members 
Mstep: Class 39 contains 6430 members 
Mstep: Class 40 contains 43719 members 
Mstep: Class 41 contains 1921 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 8135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122535264.000000 Penalty: 144962.328125
Iteration 90Q: 44 clusters Score -1.225353e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 6134 members 
Mstep: Class 4 contains 12880 members 
Mstep: Class 5 contains 45503 members 
Mstep: Class 6 contains 6420 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 16020 members 
Mstep: Class 9 contains 6959 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8299 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 37119 members 
Mstep: Class 14 contains 27505 members 
Mstep: Class 15 contains 14717 members 
Mstep: Class 16 contains 65693 members 
Mstep: Class 17 contains 2997 members 
Mstep: Class 18 contains 3564 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13751 members 
Mstep: Class 21 contains 26965 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123296 members 
Mstep: Class 24 contains 33109 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10620 members 
Mstep: Class 27 contains 20550 members 
Mstep: Class 28 contains 4099 members 
Mstep: Class 29 contains 126171 members 
Mstep: Class 30 contains 11351 members 
Mstep: Class 31 contains 53061 members 
Mstep: Class 32 contains 6371 members 
Mstep: Class 33 contains 4167 members 
Mstep: Class 34 contains 3024 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 17713 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4916 members 
Mstep: Class 39 contains 6433 members 
Mstep: Class 40 contains 43759 members 
Mstep: Class 41 contains 1924 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 8151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122535360.000000 Penalty: 144962.328125
Iteration 91Q: 44 clusters Score -1.225354e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 4768 members 
Mstep: Class 3 contains 6118 members 
Mstep: Class 4 contains 12871 members 
Mstep: Class 5 contains 45283 members 
Mstep: Class 6 contains 6418 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 16019 members 
Mstep: Class 9 contains 6962 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8324 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 37116 members 
Mstep: Class 14 contains 27506 members 
Mstep: Class 15 contains 14737 members 
Mstep: Class 16 contains 65679 members 
Mstep: Class 17 contains 3024 members 
Mstep: Class 18 contains 3576 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13753 members 
Mstep: Class 21 contains 26952 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123315 members 
Mstep: Class 24 contains 33093 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10586 members 
Mstep: Class 27 contains 20566 members 
Mstep: Class 28 contains 4098 members 
Mstep: Class 29 contains 126111 members 
Mstep: Class 30 contains 11331 members 
Mstep: Class 31 contains 53057 members 
Mstep: Class 32 contains 6367 members 
Mstep: Class 33 contains 4168 members 
Mstep: Class 34 contains 3027 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 17876 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4906 members 
Mstep: Class 39 contains 6435 members 
Mstep: Class 40 contains 43806 members 
Mstep: Class 41 contains 1928 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 8166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122535360.000000 Penalty: 144962.328125
Iteration 92Q: 44 clusters Score -1.225354e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 4820 members 
Mstep: Class 3 contains 6099 members 
Mstep: Class 4 contains 12864 members 
Mstep: Class 5 contains 45082 members 
Mstep: Class 6 contains 6417 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 16021 members 
Mstep: Class 9 contains 6966 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8348 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 37104 members 
Mstep: Class 14 contains 27509 members 
Mstep: Class 15 contains 14761 members 
Mstep: Class 16 contains 65666 members 
Mstep: Class 17 contains 3042 members 
Mstep: Class 18 contains 3579 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13753 members 
Mstep: Class 21 contains 26951 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123338 members 
Mstep: Class 24 contains 33076 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10556 members 
Mstep: Class 27 contains 20578 members 
Mstep: Class 28 contains 4099 members 
Mstep: Class 29 contains 126063 members 
Mstep: Class 30 contains 11310 members 
Mstep: Class 31 contains 53045 members 
Mstep: Class 32 contains 6364 members 
Mstep: Class 33 contains 4171 members 
Mstep: Class 34 contains 3030 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 18033 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4896 members 
Mstep: Class 39 contains 6436 members 
Mstep: Class 40 contains 43855 members 
Mstep: Class 41 contains 1930 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 8175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122535512.000000 Penalty: 144962.328125
Iteration 93Q: 44 clusters Score -1.225355e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 4868 members 
Mstep: Class 3 contains 6076 members 
Mstep: Class 4 contains 12853 members 
Mstep: Class 5 contains 44890 members 
Mstep: Class 6 contains 6418 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 16018 members 
Mstep: Class 9 contains 6969 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8370 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 37093 members 
Mstep: Class 14 contains 27515 members 
Mstep: Class 15 contains 14783 members 
Mstep: Class 16 contains 65669 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 3594 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13757 members 
Mstep: Class 21 contains 26934 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123366 members 
Mstep: Class 24 contains 33056 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10528 members 
Mstep: Class 27 contains 20588 members 
Mstep: Class 28 contains 4099 members 
Mstep: Class 29 contains 126012 members 
Mstep: Class 30 contains 11297 members 
Mstep: Class 31 contains 53042 members 
Mstep: Class 32 contains 6365 members 
Mstep: Class 33 contains 4171 members 
Mstep: Class 34 contains 3034 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 18176 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4890 members 
Mstep: Class 39 contains 6432 members 
Mstep: Class 40 contains 43882 members 
Mstep: Class 41 contains 1935 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 8184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122535568.000000 Penalty: 144962.328125
Iteration 94Q: 44 clusters Score -1.225356e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 4905 members 
Mstep: Class 3 contains 6061 members 
Mstep: Class 4 contains 12835 members 
Mstep: Class 5 contains 44703 members 
Mstep: Class 6 contains 6417 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 16018 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8399 members 
Mstep: Class 12 contains 2250 members 
Mstep: Class 13 contains 37093 members 
Mstep: Class 14 contains 27514 members 
Mstep: Class 15 contains 14800 members 
Mstep: Class 16 contains 65663 members 
Mstep: Class 17 contains 3090 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13761 members 
Mstep: Class 21 contains 26925 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123409 members 
Mstep: Class 24 contains 33047 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10504 members 
Mstep: Class 27 contains 20584 members 
Mstep: Class 28 contains 4093 members 
Mstep: Class 29 contains 125969 members 
Mstep: Class 30 contains 11281 members 
Mstep: Class 31 contains 53032 members 
Mstep: Class 32 contains 6365 members 
Mstep: Class 33 contains 4172 members 
Mstep: Class 34 contains 3041 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 18320 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4881 members 
Mstep: Class 39 contains 6429 members 
Mstep: Class 40 contains 43913 members 
Mstep: Class 41 contains 1939 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 8194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122535968.000000 Penalty: 144962.328125
Iteration 95Q: 44 clusters Score -1.22536e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 4942 members 
Mstep: Class 3 contains 6044 members 
Mstep: Class 4 contains 12825 members 
Mstep: Class 5 contains 44541 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 16021 members 
Mstep: Class 9 contains 6975 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8427 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 37086 members 
Mstep: Class 14 contains 27514 members 
Mstep: Class 15 contains 14822 members 
Mstep: Class 16 contains 65650 members 
Mstep: Class 17 contains 3103 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13765 members 
Mstep: Class 21 contains 26917 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123444 members 
Mstep: Class 24 contains 33038 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10486 members 
Mstep: Class 27 contains 20585 members 
Mstep: Class 28 contains 4093 members 
Mstep: Class 29 contains 125937 members 
Mstep: Class 30 contains 11259 members 
Mstep: Class 31 contains 53024 members 
Mstep: Class 32 contains 6363 members 
Mstep: Class 33 contains 4173 members 
Mstep: Class 34 contains 3050 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 18441 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4874 members 
Mstep: Class 39 contains 6428 members 
Mstep: Class 40 contains 43929 members 
Mstep: Class 41 contains 1943 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 8201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122535776.000000 Penalty: 144962.328125
Iteration 96Q: 44 clusters Score -1.225358e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 6028 members 
Mstep: Class 4 contains 12809 members 
Mstep: Class 5 contains 44358 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 16022 members 
Mstep: Class 9 contains 6978 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8453 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 37084 members 
Mstep: Class 14 contains 27517 members 
Mstep: Class 15 contains 14842 members 
Mstep: Class 16 contains 65641 members 
Mstep: Class 17 contains 3119 members 
Mstep: Class 18 contains 3623 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13773 members 
Mstep: Class 21 contains 26912 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123473 members 
Mstep: Class 24 contains 33029 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10466 members 
Mstep: Class 27 contains 20592 members 
Mstep: Class 28 contains 4093 members 
Mstep: Class 29 contains 125897 members 
Mstep: Class 30 contains 11245 members 
Mstep: Class 31 contains 53018 members 
Mstep: Class 32 contains 6363 members 
Mstep: Class 33 contains 4176 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 18577 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4856 members 
Mstep: Class 39 contains 6437 members 
Mstep: Class 40 contains 43940 members 
Mstep: Class 41 contains 1944 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 8213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122535760.000000 Penalty: 144962.328125
Iteration 97Q: 44 clusters Score -1.225358e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5028 members 
Mstep: Class 3 contains 6015 members 
Mstep: Class 4 contains 12789 members 
Mstep: Class 5 contains 44186 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 16018 members 
Mstep: Class 9 contains 6983 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8476 members 
Mstep: Class 12 contains 2241 members 
Mstep: Class 13 contains 37078 members 
Mstep: Class 14 contains 27518 members 
Mstep: Class 15 contains 14866 members 
Mstep: Class 16 contains 65631 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 18 contains 3631 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13778 members 
Mstep: Class 21 contains 26903 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123518 members 
Mstep: Class 24 contains 33026 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10450 members 
Mstep: Class 27 contains 20581 members 
Mstep: Class 28 contains 4093 members 
Mstep: Class 29 contains 125870 members 
Mstep: Class 30 contains 11227 members 
Mstep: Class 31 contains 53019 members 
Mstep: Class 32 contains 6367 members 
Mstep: Class 33 contains 4177 members 
Mstep: Class 34 contains 3066 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 18703 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4844 members 
Mstep: Class 39 contains 6441 members 
Mstep: Class 40 contains 43948 members 
Mstep: Class 41 contains 1946 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 8218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122535752.000000 Penalty: 144962.328125
Iteration 98Q: 44 clusters Score -1.225358e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5082 members 
Mstep: Class 3 contains 6010 members 
Mstep: Class 4 contains 12752 members 
Mstep: Class 5 contains 44008 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 16012 members 
Mstep: Class 9 contains 6983 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8496 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 37073 members 
Mstep: Class 14 contains 27520 members 
Mstep: Class 15 contains 14878 members 
Mstep: Class 16 contains 65624 members 
Mstep: Class 17 contains 3141 members 
Mstep: Class 18 contains 3635 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13778 members 
Mstep: Class 21 contains 26890 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123559 members 
Mstep: Class 24 contains 33020 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10435 members 
Mstep: Class 27 contains 20576 members 
Mstep: Class 28 contains 4093 members 
Mstep: Class 29 contains 125839 members 
Mstep: Class 30 contains 11222 members 
Mstep: Class 31 contains 53034 members 
Mstep: Class 32 contains 6368 members 
Mstep: Class 33 contains 4180 members 
Mstep: Class 34 contains 3072 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 18836 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4835 members 
Mstep: Class 39 contains 6451 members 
Mstep: Class 40 contains 43957 members 
Mstep: Class 41 contains 1948 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 8225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122535880.000000 Penalty: 144962.328125
Iteration 99Q: 44 clusters Score -1.225359e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 6001 members 
Mstep: Class 4 contains 12721 members 
Mstep: Class 5 contains 43840 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 16012 members 
Mstep: Class 9 contains 6984 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8515 members 
Mstep: Class 12 contains 2241 members 
Mstep: Class 13 contains 37071 members 
Mstep: Class 14 contains 27521 members 
Mstep: Class 15 contains 14891 members 
Mstep: Class 16 contains 65616 members 
Mstep: Class 17 contains 3147 members 
Mstep: Class 18 contains 3634 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13781 members 
Mstep: Class 21 contains 26891 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123590 members 
Mstep: Class 24 contains 33021 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10420 members 
Mstep: Class 27 contains 20573 members 
Mstep: Class 28 contains 4092 members 
Mstep: Class 29 contains 125813 members 
Mstep: Class 30 contains 11219 members 
Mstep: Class 31 contains 53036 members 
Mstep: Class 32 contains 6369 members 
Mstep: Class 33 contains 4184 members 
Mstep: Class 34 contains 3076 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 18950 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4832 members 
Mstep: Class 39 contains 6457 members 
Mstep: Class 40 contains 43965 members 
Mstep: Class 41 contains 1950 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 8231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536032.000000 Penalty: 144962.328125
Iteration 100F: 44 clusters Score -1.22536e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5152 members 
Mstep: Class 3 contains 5991 members 
Mstep: Class 4 contains 12688 members 
Mstep: Class 5 contains 43684 members 
Mstep: Class 6 contains 6402 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 16010 members 
Mstep: Class 9 contains 6984 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8532 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 37068 members 
Mstep: Class 14 contains 27522 members 
Mstep: Class 15 contains 14898 members 
Mstep: Class 16 contains 65608 members 
Mstep: Class 17 contains 3155 members 
Mstep: Class 18 contains 3635 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13786 members 
Mstep: Class 21 contains 26892 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123634 members 
Mstep: Class 24 contains 33020 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10393 members 
Mstep: Class 27 contains 20581 members 
Mstep: Class 28 contains 4093 members 
Mstep: Class 29 contains 125786 members 
Mstep: Class 30 contains 11208 members 
Mstep: Class 31 contains 53041 members 
Mstep: Class 32 contains 6368 members 
Mstep: Class 33 contains 4188 members 
Mstep: Class 34 contains 3083 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 19065 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4837 members 
Mstep: Class 39 contains 6464 members 
Mstep: Class 40 contains 43976 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 8239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536056.000000 Penalty: 144962.328125
Iteration 101Q: 44 clusters Score -1.225361e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5184 members 
Mstep: Class 3 contains 5985 members 
Mstep: Class 4 contains 12646 members 
Mstep: Class 5 contains 43518 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 16010 members 
Mstep: Class 9 contains 6983 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8546 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 37064 members 
Mstep: Class 14 contains 27523 members 
Mstep: Class 15 contains 14903 members 
Mstep: Class 16 contains 65592 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 18 contains 3638 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13785 members 
Mstep: Class 21 contains 26891 members 
Mstep: Class 22 contains 200 members 
Mstep: Class 23 contains 123664 members 
Mstep: Class 24 contains 33021 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10381 members 
Mstep: Class 27 contains 20583 members 
Mstep: Class 28 contains 4092 members 
Mstep: Class 29 contains 125768 members 
Mstep: Class 30 contains 11199 members 
Mstep: Class 31 contains 53050 members 
Mstep: Class 32 contains 6368 members 
Mstep: Class 33 contains 4189 members 
Mstep: Class 34 contains 3091 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 19200 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4845 members 
Mstep: Class 39 contains 6461 members 
Mstep: Class 40 contains 43989 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536112.000000 Penalty: 144962.328125
Iteration 102Q: 44 clusters Score -1.225361e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5215 members 
Mstep: Class 3 contains 5982 members 
Mstep: Class 4 contains 12615 members 
Mstep: Class 5 contains 43341 members 
Mstep: Class 6 contains 6394 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 16011 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8561 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 37061 members 
Mstep: Class 14 contains 27522 members 
Mstep: Class 15 contains 14911 members 
Mstep: Class 16 contains 65579 members 
Mstep: Class 17 contains 3181 members 
Mstep: Class 18 contains 3641 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13790 members 
Mstep: Class 21 contains 26899 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 123675 members 
Mstep: Class 24 contains 33019 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10370 members 
Mstep: Class 27 contains 20597 members 
Mstep: Class 28 contains 4091 members 
Mstep: Class 29 contains 125742 members 
Mstep: Class 30 contains 11193 members 
Mstep: Class 31 contains 53053 members 
Mstep: Class 32 contains 6367 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 3099 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 19354 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4846 members 
Mstep: Class 39 contains 6467 members 
Mstep: Class 40 contains 43995 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536376.000000 Penalty: 144962.328125
Iteration 103Q: 44 clusters Score -1.225364e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5252 members 
Mstep: Class 3 contains 5979 members 
Mstep: Class 4 contains 12575 members 
Mstep: Class 5 contains 43155 members 
Mstep: Class 6 contains 6390 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 16006 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8577 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 37057 members 
Mstep: Class 14 contains 27526 members 
Mstep: Class 15 contains 14917 members 
Mstep: Class 16 contains 65578 members 
Mstep: Class 17 contains 3187 members 
Mstep: Class 18 contains 3647 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13787 members 
Mstep: Class 21 contains 26906 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 123703 members 
Mstep: Class 24 contains 33009 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10352 members 
Mstep: Class 27 contains 20613 members 
Mstep: Class 28 contains 4090 members 
Mstep: Class 29 contains 125716 members 
Mstep: Class 30 contains 11185 members 
Mstep: Class 31 contains 53052 members 
Mstep: Class 32 contains 6367 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 3112 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 19517 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4848 members 
Mstep: Class 39 contains 6463 members 
Mstep: Class 40 contains 44001 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536504.000000 Penalty: 144962.328125
Iteration 104Q: 44 clusters Score -1.225365e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5282 members 
Mstep: Class 3 contains 5977 members 
Mstep: Class 4 contains 12535 members 
Mstep: Class 5 contains 42984 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15999 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8587 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 37054 members 
Mstep: Class 14 contains 27528 members 
Mstep: Class 15 contains 14920 members 
Mstep: Class 16 contains 65570 members 
Mstep: Class 17 contains 3188 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13784 members 
Mstep: Class 21 contains 26909 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 123746 members 
Mstep: Class 24 contains 33009 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10332 members 
Mstep: Class 27 contains 20625 members 
Mstep: Class 28 contains 4089 members 
Mstep: Class 29 contains 125694 members 
Mstep: Class 30 contains 11176 members 
Mstep: Class 31 contains 53052 members 
Mstep: Class 32 contains 6367 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 3122 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 19662 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4861 members 
Mstep: Class 39 contains 6463 members 
Mstep: Class 40 contains 44011 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536480.000000 Penalty: 144962.328125
Iteration 105Q: 44 clusters Score -1.225365e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5316 members 
Mstep: Class 3 contains 5975 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 42809 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15996 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8603 members 
Mstep: Class 12 contains 2251 members 
Mstep: Class 13 contains 37053 members 
Mstep: Class 14 contains 27529 members 
Mstep: Class 15 contains 14931 members 
Mstep: Class 16 contains 65559 members 
Mstep: Class 17 contains 3192 members 
Mstep: Class 18 contains 3650 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13781 members 
Mstep: Class 21 contains 26918 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 123780 members 
Mstep: Class 24 contains 33002 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10312 members 
Mstep: Class 27 contains 20648 members 
Mstep: Class 28 contains 4089 members 
Mstep: Class 29 contains 125675 members 
Mstep: Class 30 contains 11167 members 
Mstep: Class 31 contains 53051 members 
Mstep: Class 32 contains 6368 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 3134 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 19795 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4877 members 
Mstep: Class 39 contains 6458 members 
Mstep: Class 40 contains 44011 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536512.000000 Penalty: 144962.328125
Iteration 106Q: 44 clusters Score -1.225365e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5333 members 
Mstep: Class 3 contains 5967 members 
Mstep: Class 4 contains 12470 members 
Mstep: Class 5 contains 42650 members 
Mstep: Class 6 contains 6378 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15992 members 
Mstep: Class 9 contains 6982 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8626 members 
Mstep: Class 12 contains 2255 members 
Mstep: Class 13 contains 37050 members 
Mstep: Class 14 contains 27532 members 
Mstep: Class 15 contains 14937 members 
Mstep: Class 16 contains 65552 members 
Mstep: Class 17 contains 3195 members 
Mstep: Class 18 contains 3650 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13784 members 
Mstep: Class 21 contains 26923 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 123811 members 
Mstep: Class 24 contains 32996 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10295 members 
Mstep: Class 27 contains 20652 members 
Mstep: Class 28 contains 4090 members 
Mstep: Class 29 contains 125657 members 
Mstep: Class 30 contains 11160 members 
Mstep: Class 31 contains 53044 members 
Mstep: Class 32 contains 6369 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 3145 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 19945 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4878 members 
Mstep: Class 39 contains 6457 members 
Mstep: Class 40 contains 44012 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536488.000000 Penalty: 144962.328125
Iteration 107Q: 44 clusters Score -1.225365e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5378 members 
Mstep: Class 3 contains 5959 members 
Mstep: Class 4 contains 12443 members 
Mstep: Class 5 contains 42496 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15990 members 
Mstep: Class 9 contains 6983 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8651 members 
Mstep: Class 12 contains 2259 members 
Mstep: Class 13 contains 37046 members 
Mstep: Class 14 contains 27537 members 
Mstep: Class 15 contains 14941 members 
Mstep: Class 16 contains 65544 members 
Mstep: Class 17 contains 3200 members 
Mstep: Class 18 contains 3652 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13789 members 
Mstep: Class 21 contains 26931 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 123830 members 
Mstep: Class 24 contains 32993 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10268 members 
Mstep: Class 27 contains 20658 members 
Mstep: Class 28 contains 4090 members 
Mstep: Class 29 contains 125639 members 
Mstep: Class 30 contains 11152 members 
Mstep: Class 31 contains 53033 members 
Mstep: Class 32 contains 6369 members 
Mstep: Class 33 contains 4189 members 
Mstep: Class 34 contains 3150 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 20073 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4879 members 
Mstep: Class 39 contains 6457 members 
Mstep: Class 40 contains 44020 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536352.000000 Penalty: 144962.328125
Iteration 108Q: 44 clusters Score -1.225364e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5427 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 12422 members 
Mstep: Class 5 contains 42336 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15986 members 
Mstep: Class 9 contains 6988 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8674 members 
Mstep: Class 12 contains 2261 members 
Mstep: Class 13 contains 37046 members 
Mstep: Class 14 contains 27538 members 
Mstep: Class 15 contains 14943 members 
Mstep: Class 16 contains 65535 members 
Mstep: Class 17 contains 3206 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13785 members 
Mstep: Class 21 contains 26931 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 123848 members 
Mstep: Class 24 contains 32992 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10252 members 
Mstep: Class 27 contains 20664 members 
Mstep: Class 28 contains 4090 members 
Mstep: Class 29 contains 125624 members 
Mstep: Class 30 contains 11146 members 
Mstep: Class 31 contains 53028 members 
Mstep: Class 32 contains 6367 members 
Mstep: Class 33 contains 4189 members 
Mstep: Class 34 contains 3159 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 20204 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4878 members 
Mstep: Class 39 contains 6455 members 
Mstep: Class 40 contains 44017 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536400.000000 Penalty: 144962.328125
Iteration 109Q: 44 clusters Score -1.225364e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 5948 members 
Mstep: Class 4 contains 12402 members 
Mstep: Class 5 contains 42185 members 
Mstep: Class 6 contains 6373 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15977 members 
Mstep: Class 9 contains 6989 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8700 members 
Mstep: Class 12 contains 2266 members 
Mstep: Class 13 contains 37047 members 
Mstep: Class 14 contains 27540 members 
Mstep: Class 15 contains 14944 members 
Mstep: Class 16 contains 65530 members 
Mstep: Class 17 contains 3209 members 
Mstep: Class 18 contains 3656 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13780 members 
Mstep: Class 21 contains 26931 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 123865 members 
Mstep: Class 24 contains 32989 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10234 members 
Mstep: Class 27 contains 20673 members 
Mstep: Class 28 contains 4093 members 
Mstep: Class 29 contains 125615 members 
Mstep: Class 30 contains 11142 members 
Mstep: Class 31 contains 53021 members 
Mstep: Class 32 contains 6367 members 
Mstep: Class 33 contains 4189 members 
Mstep: Class 34 contains 3166 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 20333 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4872 members 
Mstep: Class 39 contains 6459 members 
Mstep: Class 40 contains 44017 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536392.000000 Penalty: 144962.328125
Iteration 110Q: 44 clusters Score -1.225364e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5504 members 
Mstep: Class 3 contains 5939 members 
Mstep: Class 4 contains 12382 members 
Mstep: Class 5 contains 42049 members 
Mstep: Class 6 contains 6374 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15971 members 
Mstep: Class 9 contains 6993 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8730 members 
Mstep: Class 12 contains 2267 members 
Mstep: Class 13 contains 37052 members 
Mstep: Class 14 contains 27544 members 
Mstep: Class 15 contains 14943 members 
Mstep: Class 16 contains 65531 members 
Mstep: Class 17 contains 3210 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13774 members 
Mstep: Class 21 contains 26931 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 123872 members 
Mstep: Class 24 contains 32980 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10217 members 
Mstep: Class 27 contains 20687 members 
Mstep: Class 28 contains 4091 members 
Mstep: Class 29 contains 125611 members 
Mstep: Class 30 contains 11137 members 
Mstep: Class 31 contains 53011 members 
Mstep: Class 32 contains 6367 members 
Mstep: Class 33 contains 4189 members 
Mstep: Class 34 contains 3170 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 20448 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4861 members 
Mstep: Class 39 contains 6457 members 
Mstep: Class 40 contains 44027 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536360.000000 Penalty: 144962.328125
Iteration 111Q: 44 clusters Score -1.225364e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5538 members 
Mstep: Class 3 contains 5934 members 
Mstep: Class 4 contains 12363 members 
Mstep: Class 5 contains 41915 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15970 members 
Mstep: Class 9 contains 6993 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8749 members 
Mstep: Class 12 contains 2265 members 
Mstep: Class 13 contains 37049 members 
Mstep: Class 14 contains 27546 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 65525 members 
Mstep: Class 17 contains 3212 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13769 members 
Mstep: Class 21 contains 26936 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 123884 members 
Mstep: Class 24 contains 32976 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10196 members 
Mstep: Class 27 contains 20703 members 
Mstep: Class 28 contains 4096 members 
Mstep: Class 29 contains 125599 members 
Mstep: Class 30 contains 11134 members 
Mstep: Class 31 contains 52998 members 
Mstep: Class 32 contains 6367 members 
Mstep: Class 33 contains 4189 members 
Mstep: Class 34 contains 3174 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 20569 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4876 members 
Mstep: Class 39 contains 6453 members 
Mstep: Class 40 contains 44026 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536568.000000 Penalty: 144962.328125
Iteration 112Q: 44 clusters Score -1.225366e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 12345 members 
Mstep: Class 5 contains 41782 members 
Mstep: Class 6 contains 6367 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15972 members 
Mstep: Class 9 contains 6993 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8769 members 
Mstep: Class 12 contains 2264 members 
Mstep: Class 13 contains 37042 members 
Mstep: Class 14 contains 27546 members 
Mstep: Class 15 contains 14948 members 
Mstep: Class 16 contains 65526 members 
Mstep: Class 17 contains 3213 members 
Mstep: Class 18 contains 3655 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13763 members 
Mstep: Class 21 contains 26938 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 123893 members 
Mstep: Class 24 contains 32974 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10165 members 
Mstep: Class 27 contains 20713 members 
Mstep: Class 28 contains 4102 members 
Mstep: Class 29 contains 125592 members 
Mstep: Class 30 contains 11134 members 
Mstep: Class 31 contains 52989 members 
Mstep: Class 32 contains 6367 members 
Mstep: Class 33 contains 4189 members 
Mstep: Class 34 contains 3182 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 20685 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4891 members 
Mstep: Class 39 contains 6446 members 
Mstep: Class 40 contains 44023 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536416.000000 Penalty: 144962.328125
Iteration 113Q: 44 clusters Score -1.225364e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5606 members 
Mstep: Class 3 contains 5919 members 
Mstep: Class 4 contains 12332 members 
Mstep: Class 5 contains 41669 members 
Mstep: Class 6 contains 6361 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15972 members 
Mstep: Class 9 contains 6995 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8786 members 
Mstep: Class 12 contains 2262 members 
Mstep: Class 13 contains 37039 members 
Mstep: Class 14 contains 27547 members 
Mstep: Class 15 contains 14948 members 
Mstep: Class 16 contains 65524 members 
Mstep: Class 17 contains 3215 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13757 members 
Mstep: Class 21 contains 26938 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 123915 members 
Mstep: Class 24 contains 32975 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10136 members 
Mstep: Class 27 contains 20723 members 
Mstep: Class 28 contains 4104 members 
Mstep: Class 29 contains 125576 members 
Mstep: Class 30 contains 11133 members 
Mstep: Class 31 contains 52983 members 
Mstep: Class 32 contains 6367 members 
Mstep: Class 33 contains 4189 members 
Mstep: Class 34 contains 3185 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 20790 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4905 members 
Mstep: Class 39 contains 6437 members 
Mstep: Class 40 contains 44024 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536696.000000 Penalty: 144962.328125
Iteration 114Q: 44 clusters Score -1.225367e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5647 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 12310 members 
Mstep: Class 5 contains 41553 members 
Mstep: Class 6 contains 6362 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15970 members 
Mstep: Class 9 contains 6995 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 2265 members 
Mstep: Class 13 contains 37042 members 
Mstep: Class 14 contains 27545 members 
Mstep: Class 15 contains 14950 members 
Mstep: Class 16 contains 65526 members 
Mstep: Class 17 contains 3219 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13756 members 
Mstep: Class 21 contains 26933 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 123921 members 
Mstep: Class 24 contains 32980 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10100 members 
Mstep: Class 27 contains 20734 members 
Mstep: Class 28 contains 4103 members 
Mstep: Class 29 contains 125560 members 
Mstep: Class 30 contains 11133 members 
Mstep: Class 31 contains 52980 members 
Mstep: Class 32 contains 6368 members 
Mstep: Class 33 contains 4189 members 
Mstep: Class 34 contains 3187 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 20884 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4922 members 
Mstep: Class 39 contains 6435 members 
Mstep: Class 40 contains 44023 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536736.000000 Penalty: 144962.328125
Iteration 115Q: 44 clusters Score -1.225367e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5686 members 
Mstep: Class 3 contains 5909 members 
Mstep: Class 4 contains 12292 members 
Mstep: Class 5 contains 41439 members 
Mstep: Class 6 contains 6361 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 6995 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8820 members 
Mstep: Class 12 contains 2266 members 
Mstep: Class 13 contains 37047 members 
Mstep: Class 14 contains 27546 members 
Mstep: Class 15 contains 14953 members 
Mstep: Class 16 contains 65521 members 
Mstep: Class 17 contains 3222 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13760 members 
Mstep: Class 21 contains 26936 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 123936 members 
Mstep: Class 24 contains 32985 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10059 members 
Mstep: Class 27 contains 20735 members 
Mstep: Class 28 contains 4098 members 
Mstep: Class 29 contains 125545 members 
Mstep: Class 30 contains 11130 members 
Mstep: Class 31 contains 52970 members 
Mstep: Class 32 contains 6369 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 3189 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 20971 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4952 members 
Mstep: Class 39 contains 6434 members 
Mstep: Class 40 contains 44024 members 
Mstep: Class 41 contains 1952 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536712.000000 Penalty: 144962.328125
Iteration 116Q: 44 clusters Score -1.225367e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 5903 members 
Mstep: Class 4 contains 12280 members 
Mstep: Class 5 contains 41342 members 
Mstep: Class 6 contains 6357 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15969 members 
Mstep: Class 9 contains 6995 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8844 members 
Mstep: Class 12 contains 2267 members 
Mstep: Class 13 contains 37046 members 
Mstep: Class 14 contains 27548 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 65513 members 
Mstep: Class 17 contains 3226 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13757 members 
Mstep: Class 21 contains 26938 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 123955 members 
Mstep: Class 24 contains 32990 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 10014 members 
Mstep: Class 27 contains 20739 members 
Mstep: Class 28 contains 4097 members 
Mstep: Class 29 contains 125526 members 
Mstep: Class 30 contains 11130 members 
Mstep: Class 31 contains 52963 members 
Mstep: Class 32 contains 6367 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 3193 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 21047 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 4978 members 
Mstep: Class 39 contains 6435 members 
Mstep: Class 40 contains 44023 members 
Mstep: Class 41 contains 1953 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536904.000000 Penalty: 144962.328125
Iteration 117Q: 44 clusters Score -1.225369e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5747 members 
Mstep: Class 3 contains 5900 members 
Mstep: Class 4 contains 12266 members 
Mstep: Class 5 contains 41251 members 
Mstep: Class 6 contains 6351 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15970 members 
Mstep: Class 9 contains 6997 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8867 members 
Mstep: Class 12 contains 2267 members 
Mstep: Class 13 contains 37050 members 
Mstep: Class 14 contains 27548 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 65504 members 
Mstep: Class 17 contains 3226 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13756 members 
Mstep: Class 21 contains 26935 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 123979 members 
Mstep: Class 24 contains 32991 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 9961 members 
Mstep: Class 27 contains 20741 members 
Mstep: Class 28 contains 4094 members 
Mstep: Class 29 contains 125512 members 
Mstep: Class 30 contains 11130 members 
Mstep: Class 31 contains 52952 members 
Mstep: Class 32 contains 6366 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 3197 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 21125 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5013 members 
Mstep: Class 39 contains 6438 members 
Mstep: Class 40 contains 44023 members 
Mstep: Class 41 contains 1955 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122537080.000000 Penalty: 144962.328125
Iteration 118Q: 44 clusters Score -1.225371e+08 nChanged 347
Entering ConstructFrom: 
Score: -122537080.000000 Penalty: 144962.328125
Entering ConstructFrom: 
Trying to split cluster 1 (12258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Entering Unmasked Estep 
Score: -1976424.500000 Penalty: 2334.655518
	Iteration 0F: 2 clusters Score -1976424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1967342.750000 Penalty: 4669.311035
	Iteration 0F: 3 clusters Score -1967343 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1969985.500000 Penalty: 4669.311035
	Iteration 1F: 3 clusters Score -1969986 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1970328.625000 Penalty: 4669.311035
	Iteration 2F: 3 clusters Score -1970329 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1970640.875000 Penalty: 4669.311035
	Iteration 3F: 3 clusters Score -1970641 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1970916.750000 Penalty: 4669.311035
	Iteration 4Q: 3 clusters Score -1970917 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1971134.250000 Penalty: 4669.311035
	Iteration 5Q: 3 clusters Score -1971134 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1971341.125000 Penalty: 4669.311035
	Iteration 6Q: 3 clusters Score -1971341 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1971550.875000 Penalty: 4669.311035
	Iteration 7Q: 3 clusters Score -1971551 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1971796.125000 Penalty: 4669.311035
	Iteration 8Q: 3 clusters Score -1971796 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1972117.125000 Penalty: 4669.311035
	Iteration 9Q: 3 clusters Score -1972117 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1972498.750000 Penalty: 4669.311035
	Iteration 10Q: 3 clusters Score -1972499 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1972912.250000 Penalty: 4669.311035
	Iteration 11Q: 3 clusters Score -1972912 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1973356.750000 Penalty: 4669.311035
	Iteration 12Q: 3 clusters Score -1973357 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1973790.500000 Penalty: 4669.311035
	Iteration 13Q: 3 clusters Score -1973790 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1974146.750000 Penalty: 4669.311035
	Iteration 14Q: 3 clusters Score -1974147 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1974386.250000 Penalty: 4669.311035
	Iteration 15Q: 3 clusters Score -1974386 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1974552.125000 Penalty: 4669.311035
	Iteration 16Q: 3 clusters Score -1974552 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1974645.125000 Penalty: 4669.311035
	Iteration 17Q: 3 clusters Score -1974645 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1974701.125000 Penalty: 4669.311035
	Iteration 18Q: 3 clusters Score -1974701 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1974734.750000 Penalty: 4669.311035
	Iteration 19Q: 3 clusters Score -1974735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1974773.625000 Penalty: 4669.311035
	Iteration 20F: 3 clusters Score -1974774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1974797.000000 Penalty: 4669.311035
	Iteration 21Q: 3 clusters Score -1974797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1974817.625000 Penalty: 4669.311035
	Iteration 22Q: 3 clusters Score -1974818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1974827.000000 Penalty: 4669.311035
	Iteration 23Q: 3 clusters Score -1974827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1974834.625000 Penalty: 4669.311035
	Iteration 24Q: 3 clusters Score -1974835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1974840.750000 Penalty: 4669.311035
	Iteration 25Q: 3 clusters Score -1974841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1974841.625000 Penalty: 4669.311035
	Iteration 26Q: 3 clusters Score -1974842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1974842.750000 Penalty: 4669.311035
	Iteration 27Q: 3 clusters Score -1974843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1974846.250000 Penalty: 4669.311035
	Iteration 28Q: 3 clusters Score -1974846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1974847.625000 Penalty: 4669.311035
	Iteration 29Q: 3 clusters Score -1974848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1974846.875000 Penalty: 4669.311035
	Iteration 30Q: 3 clusters Score -1974847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1974849.375000 Penalty: 4669.311035
	Iteration 31Q: 3 clusters Score -1974849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1974849.625000 Penalty: 4669.311035
	Iteration 32Q: 3 clusters Score -1974850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1974849.625000 Penalty: 4669.311035
	Iteration 33F: 3 clusters Score -1974850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Entering Unmasked Estep 
Score: -875586.187500 Penalty: 2147.957764
	Iteration 0F: 2 clusters Score -875586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -870629.500000 Penalty: 4295.915527
	Iteration 0F: 3 clusters Score -870629.5 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -872101.125000 Penalty: 4295.915527
	Iteration 1F: 3 clusters Score -872101.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -872498.125000 Penalty: 4295.915527
	Iteration 2F: 3 clusters Score -872498.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -872779.500000 Penalty: 4295.915527
	Iteration 3F: 3 clusters Score -872779.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -873062.062500 Penalty: 4295.915527
	Iteration 4F: 3 clusters Score -873062.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -873338.312500 Penalty: 4295.915527
	Iteration 5F: 3 clusters Score -873338.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -873584.062500 Penalty: 4295.915527
	Iteration 6Q: 3 clusters Score -873584.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -873736.687500 Penalty: 4295.915527
	Iteration 7Q: 3 clusters Score -873736.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -873872.437500 Penalty: 4295.915527
	Iteration 8Q: 3 clusters Score -873872.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -873977.250000 Penalty: 4295.915527
	Iteration 9Q: 3 clusters Score -873977.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -874076.125000 Penalty: 4295.915527
	Iteration 10Q: 3 clusters Score -874076.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -874160.812500 Penalty: 4295.915527
	Iteration 11Q: 3 clusters Score -874160.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -874222.937500 Penalty: 4295.915527
	Iteration 12Q: 3 clusters Score -874222.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -874281.375000 Penalty: 4295.915527
	Iteration 13Q: 3 clusters Score -874281.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -874327.000000 Penalty: 4295.915527
	Iteration 14Q: 3 clusters Score -874327 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -874365.875000 Penalty: 4295.915527
	Iteration 15Q: 3 clusters Score -874365.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -874389.500000 Penalty: 4295.915527
	Iteration 16Q: 3 clusters Score -874389.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -874414.875000 Penalty: 4295.915527
	Iteration 17Q: 3 clusters Score -874414.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -874433.375000 Penalty: 4295.915527
	Iteration 18Q: 3 clusters Score -874433.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -874449.750000 Penalty: 4295.915527
	Iteration 19Q: 3 clusters Score -874449.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -874466.125000 Penalty: 4295.915527
	Iteration 20F: 3 clusters Score -874466.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -874481.312500 Penalty: 4295.915527
	Iteration 21Q: 3 clusters Score -874481.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -874494.562500 Penalty: 4295.915527
	Iteration 22Q: 3 clusters Score -874494.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -874508.375000 Penalty: 4295.915527
	Iteration 23Q: 3 clusters Score -874508.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -874521.562500 Penalty: 4295.915527
	Iteration 24Q: 3 clusters Score -874521.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -874528.625000 Penalty: 4295.915527
	Iteration 25Q: 3 clusters Score -874528.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -874536.437500 Penalty: 4295.915527
	Iteration 26Q: 3 clusters Score -874536.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -874545.375000 Penalty: 4295.915527
	Iteration 27Q: 3 clusters Score -874545.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -874550.937500 Penalty: 4295.915527
	Iteration 28Q: 3 clusters Score -874550.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -874560.187500 Penalty: 4295.915527
	Iteration 29Q: 3 clusters Score -874560.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -874567.250000 Penalty: 4295.915527
	Iteration 30Q: 3 clusters Score -874567.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -874572.812500 Penalty: 4295.915527
	Iteration 31Q: 3 clusters Score -874572.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -874579.250000 Penalty: 4295.915527
	Iteration 32Q: 3 clusters Score -874579.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -874584.250000 Penalty: 4295.915527
	Iteration 33Q: 3 clusters Score -874584.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -874591.812500 Penalty: 4295.915527
	Iteration 34Q: 3 clusters Score -874591.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -874594.375000 Penalty: 4295.915527
	Iteration 35Q: 3 clusters Score -874594.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -874599.375000 Penalty: 4295.915527
	Iteration 36Q: 3 clusters Score -874599.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -874602.250000 Penalty: 4295.915527
	Iteration 37Q: 3 clusters Score -874602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -874606.812500 Penalty: 4295.915527
	Iteration 38Q: 3 clusters Score -874606.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -874611.062500 Penalty: 4295.915527
	Iteration 39Q: 3 clusters Score -874611.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -874614.187500 Penalty: 4295.915527
	Iteration 40F: 3 clusters Score -874614.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -874618.812500 Penalty: 4295.915527
	Iteration 41Q: 3 clusters Score -874618.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -874624.625000 Penalty: 4295.915527
	Iteration 42Q: 3 clusters Score -874624.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -874632.187500 Penalty: 4295.915527
	Iteration 43Q: 3 clusters Score -874632.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -874656.687500 Penalty: 4295.915527
	Iteration 44Q: 3 clusters Score -874656.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -874672.750000 Penalty: 4295.915527
	Iteration 45Q: 3 clusters Score -874672.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -874684.375000 Penalty: 4295.915527
	Iteration 46Q: 3 clusters Score -874684.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -874693.000000 Penalty: 4295.915527
	Iteration 47Q: 3 clusters Score -874693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -874696.375000 Penalty: 4295.915527
	Iteration 48Q: 3 clusters Score -874696.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -874695.562500 Penalty: 4295.915527
	Iteration 49Q: 3 clusters Score -874695.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -874701.062500 Penalty: 4295.915527
	Iteration 50Q: 3 clusters Score -874701.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -874704.125000 Penalty: 4295.915527
	Iteration 51Q: 3 clusters Score -874704.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -874706.375000 Penalty: 4295.915527
	Iteration 52Q: 3 clusters Score -874706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -874706.625000 Penalty: 4295.915527
	Iteration 53Q: 3 clusters Score -874706.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -874712.000000 Penalty: 4295.915527
	Iteration 54Q: 3 clusters Score -874712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -874714.125000 Penalty: 4295.915527
	Iteration 55Q: 3 clusters Score -874714.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -874716.000000 Penalty: 4295.915527
	Iteration 56Q: 3 clusters Score -874716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -874716.437500 Penalty: 4295.915527
	Iteration 57Q: 3 clusters Score -874716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -874722.000000 Penalty: 4295.915527
	Iteration 58Q: 3 clusters Score -874722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -874721.687500 Penalty: 4295.915527
	Iteration 59Q: 3 clusters Score -874721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -874722.812500 Penalty: 4295.915527
	Iteration 60F: 3 clusters Score -874722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -874722.625000 Penalty: 4295.915527
	Iteration 61Q: 3 clusters Score -874722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -874722.625000 Penalty: 4295.915527
	Iteration 62Q: 3 clusters Score -874722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -874724.437500 Penalty: 4295.915527
	Iteration 63Q: 3 clusters Score -874724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -874725.312500 Penalty: 4295.915527
	Iteration 64Q: 3 clusters Score -874725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -874725.375000 Penalty: 4295.915527
	Iteration 65Q: 3 clusters Score -874725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -874725.500000 Penalty: 4295.915527
	Iteration 66Q: 3 clusters Score -874725.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -874726.000000 Penalty: 4295.915527
	Iteration 67Q: 3 clusters Score -874726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -874726.875000 Penalty: 4295.915527
	Iteration 68Q: 3 clusters Score -874726.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -874727.937500 Penalty: 4295.915527
	Iteration 69Q: 3 clusters Score -874727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -874727.937500 Penalty: 4295.915527
	Iteration 70Q: 3 clusters Score -874727.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -874727.937500 Penalty: 4295.915527
	Iteration 71F: 3 clusters Score -874727.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Entering Unmasked Estep 
Score: -918806.437500 Penalty: 2153.101318
	Iteration 0F: 2 clusters Score -918806.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -913720.500000 Penalty: 4306.202637
	Iteration 0F: 3 clusters Score -913720.5 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -915148.312500 Penalty: 4306.202637
	Iteration 1F: 3 clusters Score -915148.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -915476.812500 Penalty: 4306.202637
	Iteration 2F: 3 clusters Score -915476.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -915883.812500 Penalty: 4306.202637
	Iteration 3F: 3 clusters Score -915883.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -916668.375000 Penalty: 4306.202637
	Iteration 4F: 3 clusters Score -916668.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -917496.750000 Penalty: 4306.202637
	Iteration 5F: 3 clusters Score -917496.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -917920.625000 Penalty: 4306.202637
	Iteration 6F: 3 clusters Score -917920.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -918179.375000 Penalty: 4306.202637
	Iteration 7F: 3 clusters Score -918179.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -918288.187500 Penalty: 4306.202637
	Iteration 8Q: 3 clusters Score -918288.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -918346.062500 Penalty: 4306.202637
	Iteration 9Q: 3 clusters Score -918346.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -918385.937500 Penalty: 4306.202637
	Iteration 10Q: 3 clusters Score -918385.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -918415.000000 Penalty: 4306.202637
	Iteration 11Q: 3 clusters Score -918415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -918431.125000 Penalty: 4306.202637
	Iteration 12Q: 3 clusters Score -918431.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -918444.125000 Penalty: 4306.202637
	Iteration 13Q: 3 clusters Score -918444.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -918458.937500 Penalty: 4306.202637
	Iteration 14Q: 3 clusters Score -918458.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -918473.375000 Penalty: 4306.202637
	Iteration 15Q: 3 clusters Score -918473.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -918486.062500 Penalty: 4306.202637
	Iteration 16Q: 3 clusters Score -918486.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -918497.562500 Penalty: 4306.202637
	Iteration 17Q: 3 clusters Score -918497.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -918508.812500 Penalty: 4306.202637
	Iteration 18Q: 3 clusters Score -918508.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -918520.250000 Penalty: 4306.202637
	Iteration 19Q: 3 clusters Score -918520.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -918540.812500 Penalty: 4306.202637
	Iteration 20F: 3 clusters Score -918540.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -918560.250000 Penalty: 4306.202637
	Iteration 21Q: 3 clusters Score -918560.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -918582.812500 Penalty: 4306.202637
	Iteration 22Q: 3 clusters Score -918582.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -918600.750000 Penalty: 4306.202637
	Iteration 23Q: 3 clusters Score -918600.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -918619.875000 Penalty: 4306.202637
	Iteration 24Q: 3 clusters Score -918619.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -918648.500000 Penalty: 4306.202637
	Iteration 25Q: 3 clusters Score -918648.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -918678.000000 Penalty: 4306.202637
	Iteration 26Q: 3 clusters Score -918678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -918709.875000 Penalty: 4306.202637
	Iteration 27Q: 3 clusters Score -918709.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -918749.500000 Penalty: 4306.202637
	Iteration 28Q: 3 clusters Score -918749.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -918785.625000 Penalty: 4306.202637
	Iteration 29Q: 3 clusters Score -918785.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -918813.437500 Penalty: 4306.202637
	Iteration 30Q: 3 clusters Score -918813.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -918836.437500 Penalty: 4306.202637
	Iteration 31Q: 3 clusters Score -918836.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -918852.625000 Penalty: 4306.202637
	Iteration 32Q: 3 clusters Score -918852.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -918875.250000 Penalty: 4306.202637
	Iteration 33Q: 3 clusters Score -918875.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -918904.062500 Penalty: 4306.202637
	Iteration 34Q: 3 clusters Score -918904.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -918925.312500 Penalty: 4306.202637
	Iteration 35Q: 3 clusters Score -918925.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -918951.937500 Penalty: 4306.202637
	Iteration 36Q: 3 clusters Score -918951.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -918968.312500 Penalty: 4306.202637
	Iteration 37Q: 3 clusters Score -918968.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -918982.250000 Penalty: 4306.202637
	Iteration 38Q: 3 clusters Score -918982.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -918990.250000 Penalty: 4306.202637
	Iteration 39Q: 3 clusters Score -918990.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -918998.375000 Penalty: 4306.202637
	Iteration 40F: 3 clusters Score -918998.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -919005.375000 Penalty: 4306.202637
	Iteration 41Q: 3 clusters Score -919005.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -919006.000000 Penalty: 4306.202637
	Iteration 42Q: 3 clusters Score -919006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -919007.500000 Penalty: 4306.202637
	Iteration 43Q: 3 clusters Score -919007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -919007.500000 Penalty: 4306.202637
	Iteration 44F: 3 clusters Score -919007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5774 members 
Mstep: Class 3 contains 1113 members 
Mstep: Class 4 contains 12253 members 
Mstep: Class 5 contains 41154 members 
Mstep: Class 6 contains 6348 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 6997 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8886 members 
Mstep: Class 12 contains 2268 members 
Mstep: Class 13 contains 37052 members 
Mstep: Class 14 contains 27548 members 
Mstep: Class 15 contains 14956 members 
Mstep: Class 16 contains 65500 members 
Mstep: Class 17 contains 3229 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13750 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 124002 members 
Mstep: Class 24 contains 32992 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 9909 members 
Mstep: Class 27 contains 20744 members 
Mstep: Class 28 contains 4092 members 
Mstep: Class 29 contains 125501 members 
Mstep: Class 30 contains 11124 members 
Mstep: Class 31 contains 52950 members 
Mstep: Class 32 contains 6366 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 3202 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 21201 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5058 members 
Mstep: Class 39 contains 6436 members 
Mstep: Class 40 contains 44024 members 
Mstep: Class 41 contains 1955 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8268 members 
Mstep: Class 44 contains 4782 members 
Entering Unmasked Estep 
Score: -122535960.000000 Penalty: 148333.546875
Splitting cluster 3 changes total score from -122537080.000000 to -122535960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (12253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Entering Unmasked Estep 
Score: -1787762.750000 Penalty: 2334.554688
	Iteration 0F: 2 clusters Score -1787763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1778708.750000 Penalty: 4669.109375
	Iteration 0F: 3 clusters Score -1778709 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1781748.125000 Penalty: 4669.109375
	Iteration 1F: 3 clusters Score -1781748 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1782312.250000 Penalty: 4669.109375
	Iteration 2F: 3 clusters Score -1782312 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1782830.250000 Penalty: 4669.109375
	Iteration 3F: 3 clusters Score -1782830 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1783359.375000 Penalty: 4669.109375
	Iteration 4F: 3 clusters Score -1783359 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1783880.750000 Penalty: 4669.109375
	Iteration 5F: 3 clusters Score -1783881 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1784436.000000 Penalty: 4669.109375
	Iteration 6F: 3 clusters Score -1784436 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1784858.375000 Penalty: 4669.109375
	Iteration 7F: 3 clusters Score -1784858 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1785155.125000 Penalty: 4669.109375
	Iteration 8Q: 3 clusters Score -1785155 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1785358.125000 Penalty: 4669.109375
	Iteration 9Q: 3 clusters Score -1785358 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1785500.250000 Penalty: 4669.109375
	Iteration 10Q: 3 clusters Score -1785500 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1785578.000000 Penalty: 4669.109375
	Iteration 11Q: 3 clusters Score -1785578 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1785624.875000 Penalty: 4669.109375
	Iteration 12Q: 3 clusters Score -1785625 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1785665.000000 Penalty: 4669.109375
	Iteration 13Q: 3 clusters Score -1785665 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1785701.125000 Penalty: 4669.109375
	Iteration 14Q: 3 clusters Score -1785701 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1785715.875000 Penalty: 4669.109375
	Iteration 15Q: 3 clusters Score -1785716 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1785735.625000 Penalty: 4669.109375
	Iteration 16Q: 3 clusters Score -1785736 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1785749.250000 Penalty: 4669.109375
	Iteration 17Q: 3 clusters Score -1785749 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1785764.875000 Penalty: 4669.109375
	Iteration 18Q: 3 clusters Score -1785765 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1785772.875000 Penalty: 4669.109375
	Iteration 19Q: 3 clusters Score -1785773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1785772.750000 Penalty: 4669.109375
	Iteration 20F: 3 clusters Score -1785773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1785779.750000 Penalty: 4669.109375
	Iteration 21Q: 3 clusters Score -1785780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1785784.375000 Penalty: 4669.109375
	Iteration 22Q: 3 clusters Score -1785784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1785788.500000 Penalty: 4669.109375
	Iteration 23Q: 3 clusters Score -1785788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1785794.500000 Penalty: 4669.109375
	Iteration 24Q: 3 clusters Score -1785794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1785792.500000 Penalty: 4669.109375
	Iteration 25Q: 3 clusters Score -1785792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1785795.000000 Penalty: 4669.109375
	Iteration 26Q: 3 clusters Score -1785795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1785795.000000 Penalty: 4669.109375
	Iteration 27Q: 3 clusters Score -1785795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1785794.125000 Penalty: 4669.109375
	Iteration 28Q: 3 clusters Score -1785794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1785795.375000 Penalty: 4669.109375
	Iteration 29Q: 3 clusters Score -1785795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1785796.375000 Penalty: 4669.109375
	Iteration 30Q: 3 clusters Score -1785796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1785796.375000 Penalty: 4669.109375
	Iteration 31F: 3 clusters Score -1785796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Entering Unmasked Estep 
Score: -6470239.500000 Penalty: 2635.019043
	Iteration 0F: 2 clusters Score -6470240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -6442307.500000 Penalty: 5270.038086
	Iteration 0F: 3 clusters Score -6442308 nChanged 18844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -6452895.500000 Penalty: 5270.038086
	Iteration 1F: 3 clusters Score -6452896 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -6453622.500000 Penalty: 5270.038086
	Iteration 2Q: 3 clusters Score -6453622 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -6454416.500000 Penalty: 5270.038086
	Iteration 3Q: 3 clusters Score -6454416 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -6455487.000000 Penalty: 5270.038086
	Iteration 4Q: 3 clusters Score -6455487 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -6456794.500000 Penalty: 5270.038086
	Iteration 5F: 3 clusters Score -6456794 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -6458399.500000 Penalty: 5270.038086
	Iteration 6F: 3 clusters Score -6458400 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -6460377.000000 Penalty: 5270.038086
	Iteration 7F: 3 clusters Score -6460377 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -6462178.500000 Penalty: 5270.038086
	Iteration 8F: 3 clusters Score -6462178 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -6463507.000000 Penalty: 5270.038086
	Iteration 9F: 3 clusters Score -6463507 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -6464466.500000 Penalty: 5270.038086
	Iteration 10Q: 3 clusters Score -6464466 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -6465101.000000 Penalty: 5270.038086
	Iteration 11Q: 3 clusters Score -6465101 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -6465513.500000 Penalty: 5270.038086
	Iteration 12Q: 3 clusters Score -6465514 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -6465902.500000 Penalty: 5270.038086
	Iteration 13Q: 3 clusters Score -6465902 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -6466221.000000 Penalty: 5270.038086
	Iteration 14Q: 3 clusters Score -6466221 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -6466615.500000 Penalty: 5270.038086
	Iteration 15Q: 3 clusters Score -6466616 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -6466964.000000 Penalty: 5270.038086
	Iteration 16Q: 3 clusters Score -6466964 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -6467281.500000 Penalty: 5270.038086
	Iteration 17Q: 3 clusters Score -6467282 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -6467576.500000 Penalty: 5270.038086
	Iteration 18Q: 3 clusters Score -6467576 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -6467764.000000 Penalty: 5270.038086
	Iteration 19Q: 3 clusters Score -6467764 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -6467947.000000 Penalty: 5270.038086
	Iteration 20F: 3 clusters Score -6467947 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -6468141.000000 Penalty: 5270.038086
	Iteration 21Q: 3 clusters Score -6468141 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -6468326.500000 Penalty: 5270.038086
	Iteration 22Q: 3 clusters Score -6468326 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -6468534.500000 Penalty: 5270.038086
	Iteration 23Q: 3 clusters Score -6468534 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -6468743.000000 Penalty: 5270.038086
	Iteration 24Q: 3 clusters Score -6468743 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -6468987.000000 Penalty: 5270.038086
	Iteration 25Q: 3 clusters Score -6468987 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -6469272.000000 Penalty: 5270.038086
	Iteration 26Q: 3 clusters Score -6469272 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -6469413.000000 Penalty: 5270.038086
	Iteration 27Q: 3 clusters Score -6469413 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -6469500.000000 Penalty: 5270.038086
	Iteration 28Q: 3 clusters Score -6469500 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -6469534.000000 Penalty: 5270.038086
	Iteration 29Q: 3 clusters Score -6469534 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -6469555.500000 Penalty: 5270.038086
	Iteration 30Q: 3 clusters Score -6469556 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -6469573.500000 Penalty: 5270.038086
	Iteration 31Q: 3 clusters Score -6469574 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -6469586.000000 Penalty: 5270.038086
	Iteration 32Q: 3 clusters Score -6469586 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -6469614.500000 Penalty: 5270.038086
	Iteration 33Q: 3 clusters Score -6469614 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -6469627.000000 Penalty: 5270.038086
	Iteration 34Q: 3 clusters Score -6469627 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -6469635.000000 Penalty: 5270.038086
	Iteration 35Q: 3 clusters Score -6469635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -6469631.000000 Penalty: 5270.038086
	Iteration 36Q: 3 clusters Score -6469631 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -6469641.500000 Penalty: 5270.038086
	Iteration 37Q: 3 clusters Score -6469642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -6469636.000000 Penalty: 5270.038086
	Iteration 38Q: 3 clusters Score -6469636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -6469644.000000 Penalty: 5270.038086
	Iteration 39Q: 3 clusters Score -6469644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -6469647.000000 Penalty: 5270.038086
	Iteration 40F: 3 clusters Score -6469647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -6469659.000000 Penalty: 5270.038086
	Iteration 41Q: 3 clusters Score -6469659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -6469654.500000 Penalty: 5270.038086
	Iteration 42Q: 3 clusters Score -6469654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -6469660.000000 Penalty: 5270.038086
	Iteration 43Q: 3 clusters Score -6469660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -6469661.500000 Penalty: 5270.038086
	Iteration 44Q: 3 clusters Score -6469662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -6469668.000000 Penalty: 5270.038086
	Iteration 45Q: 3 clusters Score -6469668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -6469666.000000 Penalty: 5270.038086
	Iteration 46Q: 3 clusters Score -6469666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -6469658.500000 Penalty: 5270.038086
	Iteration 47Q: 3 clusters Score -6469658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -6469660.500000 Penalty: 5270.038086
	Iteration 48Q: 3 clusters Score -6469660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -6469664.000000 Penalty: 5270.038086
	Iteration 49Q: 3 clusters Score -6469664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -6469658.500000 Penalty: 5270.038086
	Iteration 50Q: 3 clusters Score -6469658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -6469659.000000 Penalty: 5270.038086
	Iteration 51Q: 3 clusters Score -6469659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -6469660.000000 Penalty: 5270.038086
	Iteration 52Q: 3 clusters Score -6469660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -6469657.000000 Penalty: 5270.038086
	Iteration 53Q: 3 clusters Score -6469657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -6469657.000000 Penalty: 5270.038086
	Iteration 54Q: 3 clusters Score -6469657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -6469657.000000 Penalty: 5270.038086
	Iteration 55Q: 3 clusters Score -6469657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -6469654.500000 Penalty: 5270.038086
	Iteration 56Q: 3 clusters Score -6469654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -6469658.500000 Penalty: 5270.038086
	Iteration 57Q: 3 clusters Score -6469658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -6469655.500000 Penalty: 5270.038086
	Iteration 58Q: 3 clusters Score -6469656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -6469658.000000 Penalty: 5270.038086
	Iteration 59Q: 3 clusters Score -6469658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -6469661.000000 Penalty: 5270.038086
	Iteration 60F: 3 clusters Score -6469661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Entering Unmasked Estep 
Score: -981731.937500 Penalty: 2171.461914
	Iteration 0F: 2 clusters Score -981731.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -976369.187500 Penalty: 4342.923828
	Iteration 0F: 3 clusters Score -976369.2 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -977762.312500 Penalty: 4342.923828
	Iteration 1F: 3 clusters Score -977762.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -978091.437500 Penalty: 4342.923828
	Iteration 2F: 3 clusters Score -978091.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -978437.625000 Penalty: 4342.923828
	Iteration 3F: 3 clusters Score -978437.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -978836.437500 Penalty: 4342.923828
	Iteration 4F: 3 clusters Score -978836.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -979258.750000 Penalty: 4342.923828
	Iteration 5F: 3 clusters Score -979258.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -979622.750000 Penalty: 4342.923828
	Iteration 6F: 3 clusters Score -979622.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -979900.875000 Penalty: 4342.923828
	Iteration 7F: 3 clusters Score -979900.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -980083.625000 Penalty: 4342.923828
	Iteration 8Q: 3 clusters Score -980083.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -980211.687500 Penalty: 4342.923828
	Iteration 9Q: 3 clusters Score -980211.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -980299.562500 Penalty: 4342.923828
	Iteration 10Q: 3 clusters Score -980299.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -980370.312500 Penalty: 4342.923828
	Iteration 11Q: 3 clusters Score -980370.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -980434.937500 Penalty: 4342.923828
	Iteration 12Q: 3 clusters Score -980434.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -980487.375000 Penalty: 4342.923828
	Iteration 13Q: 3 clusters Score -980487.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -980529.375000 Penalty: 4342.923828
	Iteration 14Q: 3 clusters Score -980529.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -980560.375000 Penalty: 4342.923828
	Iteration 15Q: 3 clusters Score -980560.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -980583.937500 Penalty: 4342.923828
	Iteration 16Q: 3 clusters Score -980583.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -980602.875000 Penalty: 4342.923828
	Iteration 17Q: 3 clusters Score -980602.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -980621.562500 Penalty: 4342.923828
	Iteration 18Q: 3 clusters Score -980621.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -980631.937500 Penalty: 4342.923828
	Iteration 19Q: 3 clusters Score -980631.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -980637.500000 Penalty: 4342.923828
	Iteration 20F: 3 clusters Score -980637.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -980647.437500 Penalty: 4342.923828
	Iteration 21Q: 3 clusters Score -980647.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -980650.750000 Penalty: 4342.923828
	Iteration 22Q: 3 clusters Score -980650.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -980653.500000 Penalty: 4342.923828
	Iteration 23Q: 3 clusters Score -980653.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -980655.312500 Penalty: 4342.923828
	Iteration 24Q: 3 clusters Score -980655.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -980658.625000 Penalty: 4342.923828
	Iteration 25Q: 3 clusters Score -980658.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -980663.687500 Penalty: 4342.923828
	Iteration 26Q: 3 clusters Score -980663.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -980667.250000 Penalty: 4342.923828
	Iteration 27Q: 3 clusters Score -980667.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -980669.500000 Penalty: 4342.923828
	Iteration 28Q: 3 clusters Score -980669.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -980671.750000 Penalty: 4342.923828
	Iteration 29Q: 3 clusters Score -980671.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -980674.250000 Penalty: 4342.923828
	Iteration 30Q: 3 clusters Score -980674.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -980676.937500 Penalty: 4342.923828
	Iteration 31Q: 3 clusters Score -980676.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -980679.687500 Penalty: 4342.923828
	Iteration 32Q: 3 clusters Score -980679.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -980682.562500 Penalty: 4342.923828
	Iteration 33Q: 3 clusters Score -980682.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -980681.937500 Penalty: 4342.923828
	Iteration 34Q: 3 clusters Score -980681.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -980683.187500 Penalty: 4342.923828
	Iteration 35Q: 3 clusters Score -980683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -980685.437500 Penalty: 4342.923828
	Iteration 36Q: 3 clusters Score -980685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -980686.250000 Penalty: 4342.923828
	Iteration 37Q: 3 clusters Score -980686.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -980687.812500 Penalty: 4342.923828
	Iteration 38Q: 3 clusters Score -980687.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -980689.187500 Penalty: 4342.923828
	Iteration 39Q: 3 clusters Score -980689.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -980689.687500 Penalty: 4342.923828
	Iteration 40F: 3 clusters Score -980689.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -980689.937500 Penalty: 4342.923828
	Iteration 41Q: 3 clusters Score -980689.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -980691.500000 Penalty: 4342.923828
	Iteration 42Q: 3 clusters Score -980691.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -980691.500000 Penalty: 4342.923828
	Iteration 43F: 3 clusters Score -980691.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -127373.070312 Penalty: 1682.264648
	Iteration 0F: 2 clusters Score -127373.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -125547.312500 Penalty: 3364.529297
	Iteration 0F: 3 clusters Score -125547.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -125867.429688 Penalty: 3364.529297
	Iteration 1F: 3 clusters Score -125867.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -126116.171875 Penalty: 3364.529297
	Iteration 2F: 3 clusters Score -126116.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -126408.789062 Penalty: 3364.529297
	Iteration 3F: 3 clusters Score -126408.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -126744.617188 Penalty: 3364.529297
	Iteration 4F: 3 clusters Score -126744.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -127200.289062 Penalty: 3364.529297
	Iteration 5F: 3 clusters Score -127200.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -127536.929688 Penalty: 3364.529297
	Iteration 6F: 3 clusters Score -127536.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -127741.531250 Penalty: 3364.529297
	Iteration 7Q: 3 clusters Score -127741.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -127773.218750 Penalty: 3364.529297
	Iteration 8Q: 3 clusters Score -127773.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -127789.093750 Penalty: 3364.529297
	Iteration 9Q: 3 clusters Score -127789.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -127796.109375 Penalty: 3364.529297
	Iteration 10Q: 3 clusters Score -127796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -127807.539062 Penalty: 3364.529297
	Iteration 11Q: 3 clusters Score -127807.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -127828.023438 Penalty: 3364.529297
	Iteration 12Q: 3 clusters Score -127828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -127829.570312 Penalty: 3364.529297
	Iteration 13Q: 3 clusters Score -127829.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -127830.851562 Penalty: 3364.529297
	Iteration 14Q: 3 clusters Score -127830.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -127831.679688 Penalty: 3364.529297
	Iteration 15Q: 3 clusters Score -127831.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -127831.679688 Penalty: 3364.529297
	Iteration 16F: 3 clusters Score -127831.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5774 members 
Mstep: Class 3 contains 5895 members 
Mstep: Class 4 contains 12253 members 
Mstep: Class 5 contains 41154 members 
Mstep: Class 6 contains 6348 members 
Mstep: Class 7 contains 544 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 6997 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8886 members 
Mstep: Class 12 contains 2268 members 
Mstep: Class 13 contains 37052 members 
Mstep: Class 14 contains 27548 members 
Mstep: Class 15 contains 14956 members 
Mstep: Class 16 contains 65500 members 
Mstep: Class 17 contains 3229 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13750 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 124002 members 
Mstep: Class 24 contains 32992 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 9909 members 
Mstep: Class 27 contains 20744 members 
Mstep: Class 28 contains 4092 members 
Mstep: Class 29 contains 125501 members 
Mstep: Class 30 contains 11124 members 
Mstep: Class 31 contains 52950 members 
Mstep: Class 32 contains 6366 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 3202 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 21201 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5058 members 
Mstep: Class 39 contains 6436 members 
Mstep: Class 40 contains 44024 members 
Mstep: Class 41 contains 1955 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8268 members 
Mstep: Class 44 contains 339 members 
Entering Unmasked Estep 
Score: -122535512.000000 Penalty: 148333.546875
Splitting cluster 7 changes total score from -122537080.000000 to -122535512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (15968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Entering Unmasked Estep 
Score: -2522459.750000 Penalty: 2400.228760
	Iteration 0F: 2 clusters Score -2522460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2510990.750000 Penalty: 4800.457520
	Iteration 0F: 3 clusters Score -2510991 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2514734.750000 Penalty: 4800.457520
	Iteration 1F: 3 clusters Score -2514735 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2515130.000000 Penalty: 4800.457520
	Iteration 2F: 3 clusters Score -2515130 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2515424.750000 Penalty: 4800.457520
	Iteration 3Q: 3 clusters Score -2515425 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2515722.750000 Penalty: 4800.457520
	Iteration 4Q: 3 clusters Score -2515723 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2516008.000000 Penalty: 4800.457520
	Iteration 5Q: 3 clusters Score -2516008 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2516314.000000 Penalty: 4800.457520
	Iteration 6Q: 3 clusters Score -2516314 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2516684.250000 Penalty: 4800.457520
	Iteration 7Q: 3 clusters Score -2516684 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2517086.500000 Penalty: 4800.457520
	Iteration 8Q: 3 clusters Score -2517086 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2517528.250000 Penalty: 4800.457520
	Iteration 9Q: 3 clusters Score -2517528 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2517989.750000 Penalty: 4800.457520
	Iteration 10Q: 3 clusters Score -2517990 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2518524.500000 Penalty: 4800.457520
	Iteration 11Q: 3 clusters Score -2518524 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2519088.000000 Penalty: 4800.457520
	Iteration 12Q: 3 clusters Score -2519088 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2519613.000000 Penalty: 4800.457520
	Iteration 13Q: 3 clusters Score -2519613 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2520070.000000 Penalty: 4800.457520
	Iteration 14Q: 3 clusters Score -2520070 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2520382.250000 Penalty: 4800.457520
	Iteration 15Q: 3 clusters Score -2520382 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2520603.000000 Penalty: 4800.457520
	Iteration 16Q: 3 clusters Score -2520603 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2520740.000000 Penalty: 4800.457520
	Iteration 17Q: 3 clusters Score -2520740 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2520821.000000 Penalty: 4800.457520
	Iteration 18Q: 3 clusters Score -2520821 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2520862.750000 Penalty: 4800.457520
	Iteration 19Q: 3 clusters Score -2520863 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2520880.750000 Penalty: 4800.457520
	Iteration 20F: 3 clusters Score -2520881 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2520898.750000 Penalty: 4800.457520
	Iteration 21Q: 3 clusters Score -2520899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2520902.000000 Penalty: 4800.457520
	Iteration 22Q: 3 clusters Score -2520902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2520908.000000 Penalty: 4800.457520
	Iteration 23Q: 3 clusters Score -2520908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2520910.750000 Penalty: 4800.457520
	Iteration 24Q: 3 clusters Score -2520911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2520909.750000 Penalty: 4800.457520
	Iteration 25Q: 3 clusters Score -2520910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2520917.000000 Penalty: 4800.457520
	Iteration 26Q: 3 clusters Score -2520917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2520918.750000 Penalty: 4800.457520
	Iteration 27Q: 3 clusters Score -2520919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2520918.500000 Penalty: 4800.457520
	Iteration 28Q: 3 clusters Score -2520918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2520922.750000 Penalty: 4800.457520
	Iteration 29Q: 3 clusters Score -2520923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2520925.250000 Penalty: 4800.457520
	Iteration 30Q: 3 clusters Score -2520925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2520925.250000 Penalty: 4800.457520
	Iteration 31Q: 3 clusters Score -2520925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2520932.500000 Penalty: 4800.457520
	Iteration 32Q: 3 clusters Score -2520932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2520930.500000 Penalty: 4800.457520
	Iteration 33Q: 3 clusters Score -2520930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2520932.750000 Penalty: 4800.457520
	Iteration 34Q: 3 clusters Score -2520933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2520932.500000 Penalty: 4800.457520
	Iteration 35Q: 3 clusters Score -2520932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2520931.000000 Penalty: 4800.457520
	Iteration 36Q: 3 clusters Score -2520931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2520925.250000 Penalty: 4800.457520
	Iteration 37Q: 3 clusters Score -2520925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2520928.000000 Penalty: 4800.457520
	Iteration 38Q: 3 clusters Score -2520928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2520932.500000 Penalty: 4800.457520
	Iteration 39Q: 3 clusters Score -2520932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2520933.750000 Penalty: 4800.457520
	Iteration 40F: 3 clusters Score -2520934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2520931.750000 Penalty: 4800.457520
	Iteration 41Q: 3 clusters Score -2520932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2520933.250000 Penalty: 4800.457520
	Iteration 42Q: 3 clusters Score -2520933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2520933.250000 Penalty: 4800.457520
	Iteration 43F: 3 clusters Score -2520933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Entering Unmasked Estep 
Score: -1092632.750000 Penalty: 2195.602783
	Iteration 0F: 2 clusters Score -1092633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1086893.125000 Penalty: 4391.205566
	Iteration 0F: 3 clusters Score -1086893 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1088419.250000 Penalty: 4391.205566
	Iteration 1F: 3 clusters Score -1088419 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1088720.875000 Penalty: 4391.205566
	Iteration 2F: 3 clusters Score -1088721 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1088964.375000 Penalty: 4391.205566
	Iteration 3F: 3 clusters Score -1088964 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1089158.375000 Penalty: 4391.205566
	Iteration 4Q: 3 clusters Score -1089158 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1089287.500000 Penalty: 4391.205566
	Iteration 5Q: 3 clusters Score -1089288 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1089407.125000 Penalty: 4391.205566
	Iteration 6Q: 3 clusters Score -1089407 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1089509.125000 Penalty: 4391.205566
	Iteration 7Q: 3 clusters Score -1089509 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1089580.500000 Penalty: 4391.205566
	Iteration 8Q: 3 clusters Score -1089580 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1089641.625000 Penalty: 4391.205566
	Iteration 9Q: 3 clusters Score -1089642 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1089705.750000 Penalty: 4391.205566
	Iteration 10Q: 3 clusters Score -1089706 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1089769.000000 Penalty: 4391.205566
	Iteration 11Q: 3 clusters Score -1089769 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1089829.625000 Penalty: 4391.205566
	Iteration 12Q: 3 clusters Score -1089830 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1089893.875000 Penalty: 4391.205566
	Iteration 13Q: 3 clusters Score -1089894 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1089939.375000 Penalty: 4391.205566
	Iteration 14Q: 3 clusters Score -1089939 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1089973.625000 Penalty: 4391.205566
	Iteration 15Q: 3 clusters Score -1089974 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1090033.375000 Penalty: 4391.205566
	Iteration 16Q: 3 clusters Score -1090033 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1090101.125000 Penalty: 4391.205566
	Iteration 17Q: 3 clusters Score -1090101 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1090178.625000 Penalty: 4391.205566
	Iteration 18Q: 3 clusters Score -1090179 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1090256.250000 Penalty: 4391.205566
	Iteration 19Q: 3 clusters Score -1090256 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1090335.000000 Penalty: 4391.205566
	Iteration 20F: 3 clusters Score -1090335 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1090407.625000 Penalty: 4391.205566
	Iteration 21Q: 3 clusters Score -1090408 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1090502.750000 Penalty: 4391.205566
	Iteration 22Q: 3 clusters Score -1090503 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1090654.750000 Penalty: 4391.205566
	Iteration 23Q: 3 clusters Score -1090655 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1090893.875000 Penalty: 4391.205566
	Iteration 24Q: 3 clusters Score -1090894 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1091185.125000 Penalty: 4391.205566
	Iteration 25Q: 3 clusters Score -1091185 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1091444.625000 Penalty: 4391.205566
	Iteration 26Q: 3 clusters Score -1091445 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1091644.125000 Penalty: 4391.205566
	Iteration 27Q: 3 clusters Score -1091644 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1091828.875000 Penalty: 4391.205566
	Iteration 28Q: 3 clusters Score -1091829 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1091960.625000 Penalty: 4391.205566
	Iteration 29Q: 3 clusters Score -1091961 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1092027.875000 Penalty: 4391.205566
	Iteration 30Q: 3 clusters Score -1092028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1092059.500000 Penalty: 4391.205566
	Iteration 31Q: 3 clusters Score -1092060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1092075.625000 Penalty: 4391.205566
	Iteration 32Q: 3 clusters Score -1092076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1092092.375000 Penalty: 4391.205566
	Iteration 33Q: 3 clusters Score -1092092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1092100.500000 Penalty: 4391.205566
	Iteration 34Q: 3 clusters Score -1092100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1092109.375000 Penalty: 4391.205566
	Iteration 35Q: 3 clusters Score -1092109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1092111.625000 Penalty: 4391.205566
	Iteration 36Q: 3 clusters Score -1092112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1092113.125000 Penalty: 4391.205566
	Iteration 37Q: 3 clusters Score -1092113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1092114.250000 Penalty: 4391.205566
	Iteration 38Q: 3 clusters Score -1092114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1092114.750000 Penalty: 4391.205566
	Iteration 39Q: 3 clusters Score -1092115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1092119.000000 Penalty: 4391.205566
	Iteration 40F: 3 clusters Score -1092119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1092124.500000 Penalty: 4391.205566
	Iteration 41Q: 3 clusters Score -1092124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1092130.750000 Penalty: 4391.205566
	Iteration 42Q: 3 clusters Score -1092131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1092133.875000 Penalty: 4391.205566
	Iteration 43Q: 3 clusters Score -1092134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1092134.500000 Penalty: 4391.205566
	Iteration 44Q: 3 clusters Score -1092134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1092137.250000 Penalty: 4391.205566
	Iteration 45Q: 3 clusters Score -1092137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1092135.500000 Penalty: 4391.205566
	Iteration 46Q: 3 clusters Score -1092136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1092136.375000 Penalty: 4391.205566
	Iteration 47Q: 3 clusters Score -1092136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1092136.375000 Penalty: 4391.205566
	Iteration 48F: 3 clusters Score -1092136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -109552.125000 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -109552.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -107802.203125 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -107802.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -108063.406250 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -108063.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -108154.593750 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -108154.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -108211.773438 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -108211.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -108267.304688 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -108267.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -108293.179688 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -108293.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -108304.046875 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -108304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -108307.554688 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -108307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -108312.148438 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -108312.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -108312.898438 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -108312.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -108315.187500 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -108315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -108315.671875 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -108315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -108318.656250 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -108318.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -108328.960938 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -108329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -108338.960938 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -108339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -108343.843750 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -108343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -108345.718750 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -108345.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -108345.718750 Penalty: 3282.231934
	Iteration 17F: 3 clusters Score -108345.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Entering Unmasked Estep 
Score: -1407075.375000 Penalty: 2254.873779
	Iteration 0F: 2 clusters Score -1407075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1400075.875000 Penalty: 4509.747559
	Iteration 0F: 3 clusters Score -1400076 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1402150.375000 Penalty: 4509.747559
	Iteration 1F: 3 clusters Score -1402150 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1402571.000000 Penalty: 4509.747559
	Iteration 2F: 3 clusters Score -1402571 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1402948.875000 Penalty: 4509.747559
	Iteration 3F: 3 clusters Score -1402949 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1403257.125000 Penalty: 4509.747559
	Iteration 4F: 3 clusters Score -1403257 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1403519.125000 Penalty: 4509.747559
	Iteration 5Q: 3 clusters Score -1403519 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1403786.625000 Penalty: 4509.747559
	Iteration 6Q: 3 clusters Score -1403787 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1404047.625000 Penalty: 4509.747559
	Iteration 7Q: 3 clusters Score -1404048 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1404297.750000 Penalty: 4509.747559
	Iteration 8Q: 3 clusters Score -1404298 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1404528.750000 Penalty: 4509.747559
	Iteration 9Q: 3 clusters Score -1404529 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1404773.500000 Penalty: 4509.747559
	Iteration 10Q: 3 clusters Score -1404774 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1405000.875000 Penalty: 4509.747559
	Iteration 11Q: 3 clusters Score -1405001 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1405205.750000 Penalty: 4509.747559
	Iteration 12Q: 3 clusters Score -1405206 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1405363.250000 Penalty: 4509.747559
	Iteration 13Q: 3 clusters Score -1405363 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1405481.875000 Penalty: 4509.747559
	Iteration 14Q: 3 clusters Score -1405482 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1405559.125000 Penalty: 4509.747559
	Iteration 15Q: 3 clusters Score -1405559 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1405608.000000 Penalty: 4509.747559
	Iteration 16Q: 3 clusters Score -1405608 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1405639.875000 Penalty: 4509.747559
	Iteration 17Q: 3 clusters Score -1405640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1405662.125000 Penalty: 4509.747559
	Iteration 18Q: 3 clusters Score -1405662 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1405677.875000 Penalty: 4509.747559
	Iteration 19Q: 3 clusters Score -1405678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1405692.000000 Penalty: 4509.747559
	Iteration 20F: 3 clusters Score -1405692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1405697.500000 Penalty: 4509.747559
	Iteration 21Q: 3 clusters Score -1405698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1405699.750000 Penalty: 4509.747559
	Iteration 22Q: 3 clusters Score -1405700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1405704.500000 Penalty: 4509.747559
	Iteration 23Q: 3 clusters Score -1405704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1405708.250000 Penalty: 4509.747559
	Iteration 24Q: 3 clusters Score -1405708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1405711.625000 Penalty: 4509.747559
	Iteration 25Q: 3 clusters Score -1405712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1405711.750000 Penalty: 4509.747559
	Iteration 26Q: 3 clusters Score -1405712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1405712.750000 Penalty: 4509.747559
	Iteration 27Q: 3 clusters Score -1405713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1405713.750000 Penalty: 4509.747559
	Iteration 28Q: 3 clusters Score -1405714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1405717.125000 Penalty: 4509.747559
	Iteration 29Q: 3 clusters Score -1405717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1405714.375000 Penalty: 4509.747559
	Iteration 30Q: 3 clusters Score -1405714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1405714.375000 Penalty: 4509.747559
	Iteration 31Q: 3 clusters Score -1405714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1405716.250000 Penalty: 4509.747559
	Iteration 32Q: 3 clusters Score -1405716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1405717.500000 Penalty: 4509.747559
	Iteration 33Q: 3 clusters Score -1405718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1405718.375000 Penalty: 4509.747559
	Iteration 34Q: 3 clusters Score -1405718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1405719.625000 Penalty: 4509.747559
	Iteration 35Q: 3 clusters Score -1405720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1405721.250000 Penalty: 4509.747559
	Iteration 36Q: 3 clusters Score -1405721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1405720.875000 Penalty: 4509.747559
	Iteration 37Q: 3 clusters Score -1405721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1405720.750000 Penalty: 4509.747559
	Iteration 38Q: 3 clusters Score -1405721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1405721.375000 Penalty: 4509.747559
	Iteration 39Q: 3 clusters Score -1405721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1405721.375000 Penalty: 4509.747559
	Iteration 40F: 3 clusters Score -1405721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Entering Unmasked Estep 
Score: -300853.218750 Penalty: 1916.210083
	Iteration 0F: 2 clusters Score -300853.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -298148.343750 Penalty: 3832.420166
	Iteration 0F: 3 clusters Score -298148.3 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -299258.500000 Penalty: 3832.420166
	Iteration 1F: 3 clusters Score -299258.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -299778.406250 Penalty: 3832.420166
	Iteration 2F: 3 clusters Score -299778.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -300037.781250 Penalty: 3832.420166
	Iteration 3F: 3 clusters Score -300037.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -300185.218750 Penalty: 3832.420166
	Iteration 4Q: 3 clusters Score -300185.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -300307.125000 Penalty: 3832.420166
	Iteration 5Q: 3 clusters Score -300307.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -300390.750000 Penalty: 3832.420166
	Iteration 6Q: 3 clusters Score -300390.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -300477.593750 Penalty: 3832.420166
	Iteration 7Q: 3 clusters Score -300477.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -300534.687500 Penalty: 3832.420166
	Iteration 8Q: 3 clusters Score -300534.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -300569.250000 Penalty: 3832.420166
	Iteration 9Q: 3 clusters Score -300569.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -300587.875000 Penalty: 3832.420166
	Iteration 10Q: 3 clusters Score -300587.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -300614.656250 Penalty: 3832.420166
	Iteration 11Q: 3 clusters Score -300614.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -300631.437500 Penalty: 3832.420166
	Iteration 12Q: 3 clusters Score -300631.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -300648.687500 Penalty: 3832.420166
	Iteration 13Q: 3 clusters Score -300648.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -300654.625000 Penalty: 3832.420166
	Iteration 14Q: 3 clusters Score -300654.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -300658.968750 Penalty: 3832.420166
	Iteration 15Q: 3 clusters Score -300659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -300664.562500 Penalty: 3832.420166
	Iteration 16Q: 3 clusters Score -300664.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -300666.812500 Penalty: 3832.420166
	Iteration 17Q: 3 clusters Score -300666.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -300673.062500 Penalty: 3832.420166
	Iteration 18Q: 3 clusters Score -300673.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -300680.406250 Penalty: 3832.420166
	Iteration 19Q: 3 clusters Score -300680.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -300685.437500 Penalty: 3832.420166
	Iteration 20F: 3 clusters Score -300685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -300687.250000 Penalty: 3832.420166
	Iteration 21Q: 3 clusters Score -300687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -300689.343750 Penalty: 3832.420166
	Iteration 22Q: 3 clusters Score -300689.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -300689.343750 Penalty: 3832.420166
	Iteration 23F: 3 clusters Score -300689.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Entering Unmasked Estep 
Score: -5821753.500000 Penalty: 2608.979248
	Iteration 0F: 2 clusters Score -5821754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -5796719.500000 Penalty: 5217.958496
	Iteration 0F: 3 clusters Score -5796720 nChanged 16776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -5806292.500000 Penalty: 5217.958496
	Iteration 1F: 3 clusters Score -5806292 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -5807113.000000 Penalty: 5217.958496
	Iteration 2F: 3 clusters Score -5807113 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -5807977.000000 Penalty: 5217.958496
	Iteration 3F: 3 clusters Score -5807977 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -5809034.500000 Penalty: 5217.958496
	Iteration 4F: 3 clusters Score -5809034 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -5810389.000000 Penalty: 5217.958496
	Iteration 5F: 3 clusters Score -5810389 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -5812131.500000 Penalty: 5217.958496
	Iteration 6F: 3 clusters Score -5812132 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -5814203.500000 Penalty: 5217.958496
	Iteration 7F: 3 clusters Score -5814204 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -5816095.000000 Penalty: 5217.958496
	Iteration 8F: 3 clusters Score -5816095 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -5817639.500000 Penalty: 5217.958496
	Iteration 9Q: 3 clusters Score -5817640 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -5818800.500000 Penalty: 5217.958496
	Iteration 10Q: 3 clusters Score -5818800 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -5819512.000000 Penalty: 5217.958496
	Iteration 11Q: 3 clusters Score -5819512 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -5819998.000000 Penalty: 5217.958496
	Iteration 12Q: 3 clusters Score -5819998 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -5820286.000000 Penalty: 5217.958496
	Iteration 13Q: 3 clusters Score -5820286 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -5820429.000000 Penalty: 5217.958496
	Iteration 14Q: 3 clusters Score -5820429 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -5820496.500000 Penalty: 5217.958496
	Iteration 15Q: 3 clusters Score -5820496 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -5820558.000000 Penalty: 5217.958496
	Iteration 16Q: 3 clusters Score -5820558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -5820578.000000 Penalty: 5217.958496
	Iteration 17Q: 3 clusters Score -5820578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -5820593.000000 Penalty: 5217.958496
	Iteration 18Q: 3 clusters Score -5820593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -5820590.000000 Penalty: 5217.958496
	Iteration 19Q: 3 clusters Score -5820590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -5820589.500000 Penalty: 5217.958496
	Iteration 20F: 3 clusters Score -5820590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -5820601.500000 Penalty: 5217.958496
	Iteration 21Q: 3 clusters Score -5820602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -5820606.000000 Penalty: 5217.958496
	Iteration 22Q: 3 clusters Score -5820606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -5820605.500000 Penalty: 5217.958496
	Iteration 23Q: 3 clusters Score -5820606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -5820610.000000 Penalty: 5217.958496
	Iteration 24Q: 3 clusters Score -5820610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -5820612.500000 Penalty: 5217.958496
	Iteration 25Q: 3 clusters Score -5820612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -5820613.000000 Penalty: 5217.958496
	Iteration 26Q: 3 clusters Score -5820613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -5820614.000000 Penalty: 5217.958496
	Iteration 27Q: 3 clusters Score -5820614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -5820617.000000 Penalty: 5217.958496
	Iteration 28Q: 3 clusters Score -5820617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -5820621.500000 Penalty: 5217.958496
	Iteration 29Q: 3 clusters Score -5820622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -5820622.000000 Penalty: 5217.958496
	Iteration 30Q: 3 clusters Score -5820622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -5820630.500000 Penalty: 5217.958496
	Iteration 31Q: 3 clusters Score -5820630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -5820631.500000 Penalty: 5217.958496
	Iteration 32Q: 3 clusters Score -5820632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -5820631.000000 Penalty: 5217.958496
	Iteration 33Q: 3 clusters Score -5820631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -5820633.500000 Penalty: 5217.958496
	Iteration 34Q: 3 clusters Score -5820634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -5820629.000000 Penalty: 5217.958496
	Iteration 35Q: 3 clusters Score -5820629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -5820637.500000 Penalty: 5217.958496
	Iteration 36Q: 3 clusters Score -5820638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -5820637.500000 Penalty: 5217.958496
	Iteration 37Q: 3 clusters Score -5820638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -5820636.000000 Penalty: 5217.958496
	Iteration 38Q: 3 clusters Score -5820636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -5820636.000000 Penalty: 5217.958496
	Iteration 39F: 3 clusters Score -5820636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Entering Unmasked Estep 
Score: -4465077.500000 Penalty: 2535.473877
	Iteration 0F: 2 clusters Score -4465078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -4445983.000000 Penalty: 5070.947754
	Iteration 0F: 3 clusters Score -4445983 nChanged 12474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -4452855.000000 Penalty: 5070.947754
	Iteration 1F: 3 clusters Score -4452855 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -4453449.000000 Penalty: 5070.947754
	Iteration 2F: 3 clusters Score -4453449 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -4454092.000000 Penalty: 5070.947754
	Iteration 3F: 3 clusters Score -4454092 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -4454904.000000 Penalty: 5070.947754
	Iteration 4F: 3 clusters Score -4454904 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -4456030.000000 Penalty: 5070.947754
	Iteration 5F: 3 clusters Score -4456030 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -4457632.000000 Penalty: 5070.947754
	Iteration 6F: 3 clusters Score -4457632 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -4459379.000000 Penalty: 5070.947754
	Iteration 7F: 3 clusters Score -4459379 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4460863.500000 Penalty: 5070.947754
	Iteration 8F: 3 clusters Score -4460864 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4461793.000000 Penalty: 5070.947754
	Iteration 9Q: 3 clusters Score -4461793 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4462314.000000 Penalty: 5070.947754
	Iteration 10Q: 3 clusters Score -4462314 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4462580.500000 Penalty: 5070.947754
	Iteration 11Q: 3 clusters Score -4462580 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4462725.000000 Penalty: 5070.947754
	Iteration 12Q: 3 clusters Score -4462725 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4462829.500000 Penalty: 5070.947754
	Iteration 13Q: 3 clusters Score -4462830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4462899.500000 Penalty: 5070.947754
	Iteration 14Q: 3 clusters Score -4462900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4462947.500000 Penalty: 5070.947754
	Iteration 15Q: 3 clusters Score -4462948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4462986.000000 Penalty: 5070.947754
	Iteration 16Q: 3 clusters Score -4462986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4463012.000000 Penalty: 5070.947754
	Iteration 17Q: 3 clusters Score -4463012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4463032.000000 Penalty: 5070.947754
	Iteration 18Q: 3 clusters Score -4463032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4463047.500000 Penalty: 5070.947754
	Iteration 19Q: 3 clusters Score -4463048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4463060.500000 Penalty: 5070.947754
	Iteration 20F: 3 clusters Score -4463060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4463091.500000 Penalty: 5070.947754
	Iteration 21Q: 3 clusters Score -4463092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4463110.000000 Penalty: 5070.947754
	Iteration 22Q: 3 clusters Score -4463110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4463116.500000 Penalty: 5070.947754
	Iteration 23Q: 3 clusters Score -4463116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4463122.000000 Penalty: 5070.947754
	Iteration 24Q: 3 clusters Score -4463122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4463130.000000 Penalty: 5070.947754
	Iteration 25Q: 3 clusters Score -4463130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4463128.000000 Penalty: 5070.947754
	Iteration 26Q: 3 clusters Score -4463128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4463133.000000 Penalty: 5070.947754
	Iteration 27Q: 3 clusters Score -4463133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4463133.500000 Penalty: 5070.947754
	Iteration 28Q: 3 clusters Score -4463134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4463133.500000 Penalty: 5070.947754
	Iteration 29F: 3 clusters Score -4463134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Entering Unmasked Estep 
Score: -2360577.000000 Penalty: 2383.991455
	Iteration 0F: 2 clusters Score -2360577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2349856.250000 Penalty: 4767.982910
	Iteration 0F: 3 clusters Score -2349856 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2353345.000000 Penalty: 4767.982910
	Iteration 1F: 3 clusters Score -2353345 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2353724.500000 Penalty: 4767.982910
	Iteration 2F: 3 clusters Score -2353724 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2354074.000000 Penalty: 4767.982910
	Iteration 3Q: 3 clusters Score -2354074 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2354559.000000 Penalty: 4767.982910
	Iteration 4F: 3 clusters Score -2354559 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2355237.750000 Penalty: 4767.982910
	Iteration 5F: 3 clusters Score -2355238 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2356123.500000 Penalty: 4767.982910
	Iteration 6F: 3 clusters Score -2356124 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2357018.500000 Penalty: 4767.982910
	Iteration 7F: 3 clusters Score -2357018 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2357634.000000 Penalty: 4767.982910
	Iteration 8F: 3 clusters Score -2357634 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2357949.500000 Penalty: 4767.982910
	Iteration 9Q: 3 clusters Score -2357950 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2358102.250000 Penalty: 4767.982910
	Iteration 10Q: 3 clusters Score -2358102 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2358167.500000 Penalty: 4767.982910
	Iteration 11Q: 3 clusters Score -2358168 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2358213.750000 Penalty: 4767.982910
	Iteration 12Q: 3 clusters Score -2358214 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2358223.500000 Penalty: 4767.982910
	Iteration 13Q: 3 clusters Score -2358224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2358232.500000 Penalty: 4767.982910
	Iteration 14Q: 3 clusters Score -2358232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2358245.000000 Penalty: 4767.982910
	Iteration 15Q: 3 clusters Score -2358245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2358246.500000 Penalty: 4767.982910
	Iteration 16Q: 3 clusters Score -2358246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2358253.750000 Penalty: 4767.982910
	Iteration 17Q: 3 clusters Score -2358254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2358251.000000 Penalty: 4767.982910
	Iteration 18Q: 3 clusters Score -2358251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2358251.750000 Penalty: 4767.982910
	Iteration 19Q: 3 clusters Score -2358252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2358251.000000 Penalty: 4767.982910
	Iteration 20F: 3 clusters Score -2358251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2358249.500000 Penalty: 4767.982910
	Iteration 21Q: 3 clusters Score -2358250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2358248.500000 Penalty: 4767.982910
	Iteration 22Q: 3 clusters Score -2358248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2358255.750000 Penalty: 4767.982910
	Iteration 23Q: 3 clusters Score -2358256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2358259.750000 Penalty: 4767.982910
	Iteration 24Q: 3 clusters Score -2358260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2358257.500000 Penalty: 4767.982910
	Iteration 25Q: 3 clusters Score -2358258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2358257.500000 Penalty: 4767.982910
	Iteration 26Q: 3 clusters Score -2358258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2358259.250000 Penalty: 4767.982910
	Iteration 27Q: 3 clusters Score -2358259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2358261.750000 Penalty: 4767.982910
	Iteration 28Q: 3 clusters Score -2358262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2358262.500000 Penalty: 4767.982910
	Iteration 29Q: 3 clusters Score -2358262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2358263.750000 Penalty: 4767.982910
	Iteration 30Q: 3 clusters Score -2358264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2358263.750000 Penalty: 4767.982910
	Iteration 31F: 3 clusters Score -2358264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Entering Unmasked Estep 
Score: -10413744.000000 Penalty: 2750.271729
	Iteration 0F: 2 clusters Score -1.041374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -10369942.000000 Penalty: 5500.543457
	Iteration 0F: 3 clusters Score -1.036994e+07 nChanged 30471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -10386907.000000 Penalty: 5500.543457
	Iteration 1F: 3 clusters Score -1.038691e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -10387430.000000 Penalty: 5500.543457
	Iteration 2Q: 3 clusters Score -1.038743e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -10387836.000000 Penalty: 5500.543457
	Iteration 3Q: 3 clusters Score -1.038784e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -10388228.000000 Penalty: 5500.543457
	Iteration 4Q: 3 clusters Score -1.038823e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -10388670.000000 Penalty: 5500.543457
	Iteration 5Q: 3 clusters Score -1.038867e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -10389159.000000 Penalty: 5500.543457
	Iteration 6Q: 3 clusters Score -1.038916e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -10389896.000000 Penalty: 5500.543457
	Iteration 7Q: 3 clusters Score -1.03899e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -10391089.000000 Penalty: 5500.543457
	Iteration 8Q: 3 clusters Score -1.039109e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -10393156.000000 Penalty: 5500.543457
	Iteration 9F: 3 clusters Score -1.039316e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -10396140.000000 Penalty: 5500.543457
	Iteration 10F: 3 clusters Score -1.039614e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -10400169.000000 Penalty: 5500.543457
	Iteration 11F: 3 clusters Score -1.040017e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -10404358.000000 Penalty: 5500.543457
	Iteration 12F: 3 clusters Score -1.040436e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -10407654.000000 Penalty: 5500.543457
	Iteration 13F: 3 clusters Score -1.040765e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
Score: -10409693.000000 Penalty: 5500.543457
	Iteration 14Q: 3 clusters Score -1.040969e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 64623 members 
Entering Unmasked Estep 
Score: -10410599.000000 Penalty: 5500.543457
	Iteration 15Q: 3 clusters Score -1.04106e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -10410940.000000 Penalty: 5500.543457
	Iteration 16Q: 3 clusters Score -1.041094e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -10411094.000000 Penalty: 5500.543457
	Iteration 17Q: 3 clusters Score -1.041109e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 65172 members 
Entering Unmasked Estep 
Score: -10411171.000000 Penalty: 5500.543457
	Iteration 18Q: 3 clusters Score -1.041117e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -10411205.000000 Penalty: 5500.543457
	Iteration 19Q: 3 clusters Score -1.04112e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 65216 members 
Entering Unmasked Estep 
Score: -10411231.000000 Penalty: 5500.543457
	Iteration 20F: 3 clusters Score -1.041123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -10411249.000000 Penalty: 5500.543457
	Iteration 21Q: 3 clusters Score -1.041125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 65229 members 
Entering Unmasked Estep 
Score: -10411259.000000 Penalty: 5500.543457
	Iteration 22Q: 3 clusters Score -1.041126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 65232 members 
Entering Unmasked Estep 
Score: -10411256.000000 Penalty: 5500.543457
	Iteration 23Q: 3 clusters Score -1.041126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -10411265.000000 Penalty: 5500.543457
	Iteration 24Q: 3 clusters Score -1.041126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 65237 members 
Entering Unmasked Estep 
Score: -10411266.000000 Penalty: 5500.543457
	Iteration 25Q: 3 clusters Score -1.041127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 65239 members 
Entering Unmasked Estep 
Score: -10411272.000000 Penalty: 5500.543457
	Iteration 26Q: 3 clusters Score -1.041127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -10411270.000000 Penalty: 5500.543457
	Iteration 27Q: 3 clusters Score -1.041127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -10411267.000000 Penalty: 5500.543457
	Iteration 28Q: 3 clusters Score -1.041127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -10411267.000000 Penalty: 5500.543457
	Iteration 29F: 3 clusters Score -1.041127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Entering Unmasked Estep 
Score: -491316.062500 Penalty: 2003.822021
	Iteration 0F: 2 clusters Score -491316.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -487930.843750 Penalty: 4007.644043
	Iteration 0F: 3 clusters Score -487930.8 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -488584.093750 Penalty: 4007.644043
	Iteration 1F: 3 clusters Score -488584.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -488747.500000 Penalty: 4007.644043
	Iteration 2F: 3 clusters Score -488747.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -488826.468750 Penalty: 4007.644043
	Iteration 3Q: 3 clusters Score -488826.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -488885.312500 Penalty: 4007.644043
	Iteration 4Q: 3 clusters Score -488885.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -488947.531250 Penalty: 4007.644043
	Iteration 5Q: 3 clusters Score -488947.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -489006.312500 Penalty: 4007.644043
	Iteration 6Q: 3 clusters Score -489006.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -489045.937500 Penalty: 4007.644043
	Iteration 7Q: 3 clusters Score -489045.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -489089.781250 Penalty: 4007.644043
	Iteration 8Q: 3 clusters Score -489089.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -489133.375000 Penalty: 4007.644043
	Iteration 9Q: 3 clusters Score -489133.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -489212.625000 Penalty: 4007.644043
	Iteration 10Q: 3 clusters Score -489212.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -489307.312500 Penalty: 4007.644043
	Iteration 11Q: 3 clusters Score -489307.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -489461.875000 Penalty: 4007.644043
	Iteration 12Q: 3 clusters Score -489461.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -489715.031250 Penalty: 4007.644043
	Iteration 13F: 3 clusters Score -489715 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -490082.468750 Penalty: 4007.644043
	Iteration 14F: 3 clusters Score -490082.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -490331.656250 Penalty: 4007.644043
	Iteration 15F: 3 clusters Score -490331.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -490472.906250 Penalty: 4007.644043
	Iteration 16Q: 3 clusters Score -490472.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -490548.218750 Penalty: 4007.644043
	Iteration 17Q: 3 clusters Score -490548.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -490594.656250 Penalty: 4007.644043
	Iteration 18Q: 3 clusters Score -490594.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -490625.093750 Penalty: 4007.644043
	Iteration 19Q: 3 clusters Score -490625.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -490647.093750 Penalty: 4007.644043
	Iteration 20F: 3 clusters Score -490647.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -490666.687500 Penalty: 4007.644043
	Iteration 21Q: 3 clusters Score -490666.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -490677.031250 Penalty: 4007.644043
	Iteration 22Q: 3 clusters Score -490677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -490685.312500 Penalty: 4007.644043
	Iteration 23Q: 3 clusters Score -490685.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -490694.875000 Penalty: 4007.644043
	Iteration 24Q: 3 clusters Score -490694.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -490697.812500 Penalty: 4007.644043
	Iteration 25Q: 3 clusters Score -490697.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -490701.968750 Penalty: 4007.644043
	Iteration 26Q: 3 clusters Score -490702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -490707.156250 Penalty: 4007.644043
	Iteration 27Q: 3 clusters Score -490707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -490708.406250 Penalty: 4007.644043
	Iteration 28Q: 3 clusters Score -490708.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -490710.906250 Penalty: 4007.644043
	Iteration 29Q: 3 clusters Score -490710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -490712.843750 Penalty: 4007.644043
	Iteration 30Q: 3 clusters Score -490712.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -490714.968750 Penalty: 4007.644043
	Iteration 31Q: 3 clusters Score -490715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -490716.718750 Penalty: 4007.644043
	Iteration 32Q: 3 clusters Score -490716.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -490717.437500 Penalty: 4007.644043
	Iteration 33Q: 3 clusters Score -490717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -490717.968750 Penalty: 4007.644043
	Iteration 34Q: 3 clusters Score -490718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -490718.125000 Penalty: 4007.644043
	Iteration 35Q: 3 clusters Score -490718.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -490719.031250 Penalty: 4007.644043
	Iteration 36Q: 3 clusters Score -490719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -490719.031250 Penalty: 4007.644043
	Iteration 37F: 3 clusters Score -490719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Entering Unmasked Estep 
Score: -543044.812500 Penalty: 2034.487305
	Iteration 0F: 2 clusters Score -543044.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -539369.250000 Penalty: 4068.974609
	Iteration 0F: 3 clusters Score -539369.2 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -540142.500000 Penalty: 4068.974609
	Iteration 1F: 3 clusters Score -540142.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -540327.250000 Penalty: 4068.974609
	Iteration 2F: 3 clusters Score -540327.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -540458.187500 Penalty: 4068.974609
	Iteration 3Q: 3 clusters Score -540458.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -540557.250000 Penalty: 4068.974609
	Iteration 4Q: 3 clusters Score -540557.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -540669.625000 Penalty: 4068.974609
	Iteration 5Q: 3 clusters Score -540669.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -540806.375000 Penalty: 4068.974609
	Iteration 6Q: 3 clusters Score -540806.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -540961.250000 Penalty: 4068.974609
	Iteration 7Q: 3 clusters Score -540961.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -541144.312500 Penalty: 4068.974609
	Iteration 8Q: 3 clusters Score -541144.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -541412.937500 Penalty: 4068.974609
	Iteration 9Q: 3 clusters Score -541412.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -541630.812500 Penalty: 4068.974609
	Iteration 10Q: 3 clusters Score -541630.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -541778.500000 Penalty: 4068.974609
	Iteration 11Q: 3 clusters Score -541778.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -541852.312500 Penalty: 4068.974609
	Iteration 12Q: 3 clusters Score -541852.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -541901.062500 Penalty: 4068.974609
	Iteration 13Q: 3 clusters Score -541901.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -541937.312500 Penalty: 4068.974609
	Iteration 14Q: 3 clusters Score -541937.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -541966.000000 Penalty: 4068.974609
	Iteration 15Q: 3 clusters Score -541966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -541990.375000 Penalty: 4068.974609
	Iteration 16Q: 3 clusters Score -541990.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -542004.000000 Penalty: 4068.974609
	Iteration 17Q: 3 clusters Score -542004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -542014.750000 Penalty: 4068.974609
	Iteration 18Q: 3 clusters Score -542014.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -542022.562500 Penalty: 4068.974609
	Iteration 19Q: 3 clusters Score -542022.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -542030.437500 Penalty: 4068.974609
	Iteration 20F: 3 clusters Score -542030.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -542034.625000 Penalty: 4068.974609
	Iteration 21Q: 3 clusters Score -542034.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -542037.875000 Penalty: 4068.974609
	Iteration 22Q: 3 clusters Score -542037.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -542038.937500 Penalty: 4068.974609
	Iteration 23Q: 3 clusters Score -542038.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -542039.687500 Penalty: 4068.974609
	Iteration 24Q: 3 clusters Score -542039.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -542041.562500 Penalty: 4068.974609
	Iteration 25Q: 3 clusters Score -542041.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -542042.812500 Penalty: 4068.974609
	Iteration 26Q: 3 clusters Score -542042.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -542044.250000 Penalty: 4068.974609
	Iteration 27Q: 3 clusters Score -542044.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -542044.062500 Penalty: 4068.974609
	Iteration 28Q: 3 clusters Score -542044.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -542047.687500 Penalty: 4068.974609
	Iteration 29Q: 3 clusters Score -542047.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -542047.812500 Penalty: 4068.974609
	Iteration 30Q: 3 clusters Score -542047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -542048.500000 Penalty: 4068.974609
	Iteration 31Q: 3 clusters Score -542048.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -542049.000000 Penalty: 4068.974609
	Iteration 32Q: 3 clusters Score -542049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -542050.562500 Penalty: 4068.974609
	Iteration 33Q: 3 clusters Score -542050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -542049.812500 Penalty: 4068.974609
	Iteration 34Q: 3 clusters Score -542049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -542051.375000 Penalty: 4068.974609
	Iteration 35Q: 3 clusters Score -542051.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -542051.812500 Penalty: 4068.974609
	Iteration 36Q: 3 clusters Score -542051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -542051.187500 Penalty: 4068.974609
	Iteration 37Q: 3 clusters Score -542051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -542051.750000 Penalty: 4068.974609
	Iteration 38Q: 3 clusters Score -542051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -542051.750000 Penalty: 4068.974609
	Iteration 39F: 3 clusters Score -542051.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -736149.812500 Penalty: 2104.710205
	Iteration 0F: 2 clusters Score -736149.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -731685.875000 Penalty: 4209.420410
	Iteration 0F: 3 clusters Score -731685.9 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -732836.000000 Penalty: 4209.420410
	Iteration 1F: 3 clusters Score -732836 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -733137.812500 Penalty: 4209.420410
	Iteration 2F: 3 clusters Score -733137.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -733341.750000 Penalty: 4209.420410
	Iteration 3F: 3 clusters Score -733341.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -733502.250000 Penalty: 4209.420410
	Iteration 4Q: 3 clusters Score -733502.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -733674.750000 Penalty: 4209.420410
	Iteration 5Q: 3 clusters Score -733674.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -733837.312500 Penalty: 4209.420410
	Iteration 6Q: 3 clusters Score -733837.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -733975.437500 Penalty: 4209.420410
	Iteration 7Q: 3 clusters Score -733975.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -734088.812500 Penalty: 4209.420410
	Iteration 8Q: 3 clusters Score -734088.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -734170.750000 Penalty: 4209.420410
	Iteration 9Q: 3 clusters Score -734170.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -734256.187500 Penalty: 4209.420410
	Iteration 10Q: 3 clusters Score -734256.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -734331.375000 Penalty: 4209.420410
	Iteration 11Q: 3 clusters Score -734331.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -734397.187500 Penalty: 4209.420410
	Iteration 12Q: 3 clusters Score -734397.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -734449.375000 Penalty: 4209.420410
	Iteration 13Q: 3 clusters Score -734449.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -734493.562500 Penalty: 4209.420410
	Iteration 14Q: 3 clusters Score -734493.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -734537.062500 Penalty: 4209.420410
	Iteration 15Q: 3 clusters Score -734537.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -734580.750000 Penalty: 4209.420410
	Iteration 16Q: 3 clusters Score -734580.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -734616.812500 Penalty: 4209.420410
	Iteration 17Q: 3 clusters Score -734616.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -734654.750000 Penalty: 4209.420410
	Iteration 18Q: 3 clusters Score -734654.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -734683.062500 Penalty: 4209.420410
	Iteration 19Q: 3 clusters Score -734683.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -734713.250000 Penalty: 4209.420410
	Iteration 20F: 3 clusters Score -734713.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -734741.062500 Penalty: 4209.420410
	Iteration 21Q: 3 clusters Score -734741.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -734759.625000 Penalty: 4209.420410
	Iteration 22Q: 3 clusters Score -734759.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -734770.437500 Penalty: 4209.420410
	Iteration 23Q: 3 clusters Score -734770.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -734786.625000 Penalty: 4209.420410
	Iteration 24Q: 3 clusters Score -734786.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -734795.562500 Penalty: 4209.420410
	Iteration 25Q: 3 clusters Score -734795.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -734803.000000 Penalty: 4209.420410
	Iteration 26Q: 3 clusters Score -734803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -734807.937500 Penalty: 4209.420410
	Iteration 27Q: 3 clusters Score -734807.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -734811.062500 Penalty: 4209.420410
	Iteration 28Q: 3 clusters Score -734811.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -734817.812500 Penalty: 4209.420410
	Iteration 29Q: 3 clusters Score -734817.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -734824.000000 Penalty: 4209.420410
	Iteration 30Q: 3 clusters Score -734824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -734828.812500 Penalty: 4209.420410
	Iteration 31Q: 3 clusters Score -734828.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -734834.500000 Penalty: 4209.420410
	Iteration 32Q: 3 clusters Score -734834.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -734836.750000 Penalty: 4209.420410
	Iteration 33Q: 3 clusters Score -734836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -734839.187500 Penalty: 4209.420410
	Iteration 34Q: 3 clusters Score -734839.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -734841.687500 Penalty: 4209.420410
	Iteration 35Q: 3 clusters Score -734841.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -734844.750000 Penalty: 4209.420410
	Iteration 36Q: 3 clusters Score -734844.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -734848.437500 Penalty: 4209.420410
	Iteration 37Q: 3 clusters Score -734848.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -734852.750000 Penalty: 4209.420410
	Iteration 38Q: 3 clusters Score -734852.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -734856.437500 Penalty: 4209.420410
	Iteration 39Q: 3 clusters Score -734856.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -734860.125000 Penalty: 4209.420410
	Iteration 40F: 3 clusters Score -734860.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -734864.125000 Penalty: 4209.420410
	Iteration 41Q: 3 clusters Score -734864.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -734865.750000 Penalty: 4209.420410
	Iteration 42Q: 3 clusters Score -734865.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -734866.312500 Penalty: 4209.420410
	Iteration 43Q: 3 clusters Score -734866.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -734868.875000 Penalty: 4209.420410
	Iteration 44Q: 3 clusters Score -734868.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -734871.687500 Penalty: 4209.420410
	Iteration 45Q: 3 clusters Score -734871.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -734874.500000 Penalty: 4209.420410
	Iteration 46Q: 3 clusters Score -734874.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -734875.812500 Penalty: 4209.420410
	Iteration 47Q: 3 clusters Score -734875.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -734879.000000 Penalty: 4209.420410
	Iteration 48Q: 3 clusters Score -734879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -734880.750000 Penalty: 4209.420410
	Iteration 49Q: 3 clusters Score -734880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -734883.562500 Penalty: 4209.420410
	Iteration 50Q: 3 clusters Score -734883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -734884.937500 Penalty: 4209.420410
	Iteration 51Q: 3 clusters Score -734884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -734884.750000 Penalty: 4209.420410
	Iteration 52Q: 3 clusters Score -734884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -734885.062500 Penalty: 4209.420410
	Iteration 53Q: 3 clusters Score -734885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -734885.250000 Penalty: 4209.420410
	Iteration 54Q: 3 clusters Score -734885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -734885.250000 Penalty: 4209.420410
	Iteration 55F: 3 clusters Score -734885.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Entering Unmasked Estep 
Score: -2154180.750000 Penalty: 2363.140869
	Iteration 0F: 2 clusters Score -2154181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2144176.500000 Penalty: 4726.281738
	Iteration 0F: 3 clusters Score -2144176 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2147312.000000 Penalty: 4726.281738
	Iteration 1F: 3 clusters Score -2147312 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2147773.250000 Penalty: 4726.281738
	Iteration 2F: 3 clusters Score -2147773 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2148329.000000 Penalty: 4726.281738
	Iteration 3F: 3 clusters Score -2148329 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2149091.250000 Penalty: 4726.281738
	Iteration 4F: 3 clusters Score -2149091 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2149970.750000 Penalty: 4726.281738
	Iteration 5F: 3 clusters Score -2149971 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2150752.750000 Penalty: 4726.281738
	Iteration 6F: 3 clusters Score -2150753 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2151297.000000 Penalty: 4726.281738
	Iteration 7F: 3 clusters Score -2151297 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2151698.000000 Penalty: 4726.281738
	Iteration 8Q: 3 clusters Score -2151698 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2151998.000000 Penalty: 4726.281738
	Iteration 9Q: 3 clusters Score -2151998 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2152219.250000 Penalty: 4726.281738
	Iteration 10Q: 3 clusters Score -2152219 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2152382.250000 Penalty: 4726.281738
	Iteration 11Q: 3 clusters Score -2152382 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2152486.750000 Penalty: 4726.281738
	Iteration 12Q: 3 clusters Score -2152487 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2152560.750000 Penalty: 4726.281738
	Iteration 13Q: 3 clusters Score -2152561 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2152603.750000 Penalty: 4726.281738
	Iteration 14Q: 3 clusters Score -2152604 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2152639.750000 Penalty: 4726.281738
	Iteration 15Q: 3 clusters Score -2152640 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2152667.500000 Penalty: 4726.281738
	Iteration 16Q: 3 clusters Score -2152668 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2152692.500000 Penalty: 4726.281738
	Iteration 17Q: 3 clusters Score -2152692 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2152721.000000 Penalty: 4726.281738
	Iteration 18Q: 3 clusters Score -2152721 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2152743.500000 Penalty: 4726.281738
	Iteration 19Q: 3 clusters Score -2152744 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2152764.750000 Penalty: 4726.281738
	Iteration 20F: 3 clusters Score -2152765 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2152778.250000 Penalty: 4726.281738
	Iteration 21Q: 3 clusters Score -2152778 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2152806.750000 Penalty: 4726.281738
	Iteration 22Q: 3 clusters Score -2152807 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2152845.500000 Penalty: 4726.281738
	Iteration 23Q: 3 clusters Score -2152846 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2152893.000000 Penalty: 4726.281738
	Iteration 24Q: 3 clusters Score -2152893 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2152932.750000 Penalty: 4726.281738
	Iteration 25Q: 3 clusters Score -2152933 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2152981.250000 Penalty: 4726.281738
	Iteration 26Q: 3 clusters Score -2152981 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2153032.500000 Penalty: 4726.281738
	Iteration 27Q: 3 clusters Score -2153032 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2153099.750000 Penalty: 4726.281738
	Iteration 28Q: 3 clusters Score -2153100 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2153154.750000 Penalty: 4726.281738
	Iteration 29Q: 3 clusters Score -2153155 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2153219.000000 Penalty: 4726.281738
	Iteration 30Q: 3 clusters Score -2153219 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2153262.750000 Penalty: 4726.281738
	Iteration 31Q: 3 clusters Score -2153263 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2153298.500000 Penalty: 4726.281738
	Iteration 32Q: 3 clusters Score -2153298 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2153325.500000 Penalty: 4726.281738
	Iteration 33Q: 3 clusters Score -2153326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2153338.250000 Penalty: 4726.281738
	Iteration 34Q: 3 clusters Score -2153338 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2153354.500000 Penalty: 4726.281738
	Iteration 35Q: 3 clusters Score -2153354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2153375.750000 Penalty: 4726.281738
	Iteration 36Q: 3 clusters Score -2153376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2153376.750000 Penalty: 4726.281738
	Iteration 37Q: 3 clusters Score -2153377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2153401.000000 Penalty: 4726.281738
	Iteration 38Q: 3 clusters Score -2153401 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2153413.250000 Penalty: 4726.281738
	Iteration 39Q: 3 clusters Score -2153413 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2153431.750000 Penalty: 4726.281738
	Iteration 40F: 3 clusters Score -2153432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2153445.000000 Penalty: 4726.281738
	Iteration 41Q: 3 clusters Score -2153445 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2153457.250000 Penalty: 4726.281738
	Iteration 42Q: 3 clusters Score -2153457 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2153467.000000 Penalty: 4726.281738
	Iteration 43Q: 3 clusters Score -2153467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2153474.750000 Penalty: 4726.281738
	Iteration 44Q: 3 clusters Score -2153475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2153478.750000 Penalty: 4726.281738
	Iteration 45Q: 3 clusters Score -2153479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2153488.750000 Penalty: 4726.281738
	Iteration 46Q: 3 clusters Score -2153489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2153497.750000 Penalty: 4726.281738
	Iteration 47Q: 3 clusters Score -2153498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2153504.500000 Penalty: 4726.281738
	Iteration 48Q: 3 clusters Score -2153504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2153509.750000 Penalty: 4726.281738
	Iteration 49Q: 3 clusters Score -2153510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2153519.500000 Penalty: 4726.281738
	Iteration 50Q: 3 clusters Score -2153520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2153521.000000 Penalty: 4726.281738
	Iteration 51Q: 3 clusters Score -2153521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2153520.250000 Penalty: 4726.281738
	Iteration 52Q: 3 clusters Score -2153520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2153527.500000 Penalty: 4726.281738
	Iteration 53Q: 3 clusters Score -2153528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2153530.000000 Penalty: 4726.281738
	Iteration 54Q: 3 clusters Score -2153530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2153536.500000 Penalty: 4726.281738
	Iteration 55Q: 3 clusters Score -2153536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2153535.750000 Penalty: 4726.281738
	Iteration 56Q: 3 clusters Score -2153536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2153541.000000 Penalty: 4726.281738
	Iteration 57Q: 3 clusters Score -2153541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2153547.500000 Penalty: 4726.281738
	Iteration 58Q: 3 clusters Score -2153548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2153549.750000 Penalty: 4726.281738
	Iteration 59Q: 3 clusters Score -2153550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2153548.000000 Penalty: 4726.281738
	Iteration 60F: 3 clusters Score -2153548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2153552.000000 Penalty: 4726.281738
	Iteration 61Q: 3 clusters Score -2153552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2153550.750000 Penalty: 4726.281738
	Iteration 62Q: 3 clusters Score -2153551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2153552.500000 Penalty: 4726.281738
	Iteration 63Q: 3 clusters Score -2153552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2153553.750000 Penalty: 4726.281738
	Iteration 64Q: 3 clusters Score -2153554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2153559.250000 Penalty: 4726.281738
	Iteration 65Q: 3 clusters Score -2153559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2153559.000000 Penalty: 4726.281738
	Iteration 66Q: 3 clusters Score -2153559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2153556.750000 Penalty: 4726.281738
	Iteration 67Q: 3 clusters Score -2153557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2153557.750000 Penalty: 4726.281738
	Iteration 68Q: 3 clusters Score -2153558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2153562.500000 Penalty: 4726.281738
	Iteration 69Q: 3 clusters Score -2153562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2153560.750000 Penalty: 4726.281738
	Iteration 70Q: 3 clusters Score -2153561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2153563.000000 Penalty: 4726.281738
	Iteration 71Q: 3 clusters Score -2153563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2153567.500000 Penalty: 4726.281738
	Iteration 72Q: 3 clusters Score -2153568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2153565.000000 Penalty: 4726.281738
	Iteration 73Q: 3 clusters Score -2153565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2153564.750000 Penalty: 4726.281738
	Iteration 74Q: 3 clusters Score -2153565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2153565.750000 Penalty: 4726.281738
	Iteration 75Q: 3 clusters Score -2153566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2153568.000000 Penalty: 4726.281738
	Iteration 76Q: 3 clusters Score -2153568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2153570.250000 Penalty: 4726.281738
	Iteration 77Q: 3 clusters Score -2153570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2153564.250000 Penalty: 4726.281738
	Iteration 78Q: 3 clusters Score -2153564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2153566.750000 Penalty: 4726.281738
	Iteration 79Q: 3 clusters Score -2153567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2153571.250000 Penalty: 4726.281738
	Iteration 80F: 3 clusters Score -2153571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2153570.750000 Penalty: 4726.281738
	Iteration 81Q: 3 clusters Score -2153571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2153571.250000 Penalty: 4726.281738
	Iteration 82Q: 3 clusters Score -2153571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2153569.500000 Penalty: 4726.281738
	Iteration 83Q: 3 clusters Score -2153570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2153570.250000 Penalty: 4726.281738
	Iteration 84Q: 3 clusters Score -2153570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2153571.500000 Penalty: 4726.281738
	Iteration 85Q: 3 clusters Score -2153572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2153571.250000 Penalty: 4726.281738
	Iteration 86Q: 3 clusters Score -2153571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2153571.750000 Penalty: 4726.281738
	Iteration 87Q: 3 clusters Score -2153572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2153571.500000 Penalty: 4726.281738
	Iteration 88Q: 3 clusters Score -2153572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2153569.250000 Penalty: 4726.281738
	Iteration 89Q: 3 clusters Score -2153569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2153573.250000 Penalty: 4726.281738
	Iteration 90Q: 3 clusters Score -2153573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2153572.500000 Penalty: 4726.281738
	Iteration 91Q: 3 clusters Score -2153572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2153576.000000 Penalty: 4726.281738
	Iteration 92Q: 3 clusters Score -2153576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2153576.000000 Penalty: 4726.281738
	Iteration 93Q: 3 clusters Score -2153576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2153573.000000 Penalty: 4726.281738
	Iteration 94Q: 3 clusters Score -2153573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2153578.500000 Penalty: 4726.281738
	Iteration 95Q: 3 clusters Score -2153578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2153577.000000 Penalty: 4726.281738
	Iteration 96Q: 3 clusters Score -2153577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2153575.250000 Penalty: 4726.281738
	Iteration 97Q: 3 clusters Score -2153575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2153575.750000 Penalty: 4726.281738
	Iteration 98Q: 3 clusters Score -2153576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2153575.750000 Penalty: 4726.281738
	Iteration 99F: 3 clusters Score -2153576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Entering Unmasked Estep 
Score: -4218291.000000 Penalty: 2529.865479
	Iteration 0F: 2 clusters Score -4218291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -4199693.000000 Penalty: 5059.730957
	Iteration 0F: 3 clusters Score -4199693 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -4206230.000000 Penalty: 5059.730957
	Iteration 1F: 3 clusters Score -4206230 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -4206831.500000 Penalty: 5059.730957
	Iteration 2F: 3 clusters Score -4206832 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -4207391.000000 Penalty: 5059.730957
	Iteration 3F: 3 clusters Score -4207391 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -4208071.500000 Penalty: 5059.730957
	Iteration 4Q: 3 clusters Score -4208072 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -4208874.500000 Penalty: 5059.730957
	Iteration 5F: 3 clusters Score -4208874 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -4209903.000000 Penalty: 5059.730957
	Iteration 6F: 3 clusters Score -4209903 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -4211048.500000 Penalty: 5059.730957
	Iteration 7F: 3 clusters Score -4211048 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -4212299.500000 Penalty: 5059.730957
	Iteration 8F: 3 clusters Score -4212300 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -4213253.500000 Penalty: 5059.730957
	Iteration 9F: 3 clusters Score -4213254 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -4213827.500000 Penalty: 5059.730957
	Iteration 10Q: 3 clusters Score -4213828 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4214152.000000 Penalty: 5059.730957
	Iteration 11Q: 3 clusters Score -4214152 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -4214383.500000 Penalty: 5059.730957
	Iteration 12Q: 3 clusters Score -4214384 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4214514.500000 Penalty: 5059.730957
	Iteration 13Q: 3 clusters Score -4214514 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -4214608.000000 Penalty: 5059.730957
	Iteration 14Q: 3 clusters Score -4214608 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -4214694.500000 Penalty: 5059.730957
	Iteration 15Q: 3 clusters Score -4214694 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4214774 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4214842 nChanged 262
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Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4214914 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4214962 nChanged 198
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Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -4215010.500000 Penalty: 5059.730957
	Iteration 20F: 3 clusters Score -4215010 nChanged 193
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Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -4215053.000000 Penalty: 5059.730957
	Iteration 21Q: 3 clusters Score -4215053 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4215102 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -4215142.500000 Penalty: 5059.730957
	Iteration 23Q: 3 clusters Score -4215142 nChanged 176
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Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -4215177.000000 Penalty: 5059.730957
	Iteration 24Q: 3 clusters Score -4215177 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -4215199.000000 Penalty: 5059.730957
	Iteration 25Q: 3 clusters Score -4215199 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4215224 nChanged 174
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Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4215264 nChanged 157
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Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4215295 nChanged 139
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Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -4215331.500000 Penalty: 5059.730957
	Iteration 29Q: 3 clusters Score -4215332 nChanged 135
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Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4215366 nChanged 138
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Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -4215391.500000 Penalty: 5059.730957
	Iteration 31Q: 3 clusters Score -4215392 nChanged 142
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Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4215414 nChanged 134
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Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -4215462.000000 Penalty: 5059.730957
	Iteration 33Q: 3 clusters Score -4215462 nChanged 138
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Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4215486 nChanged 148
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Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4215510 nChanged 152
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Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4215536 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4215558 nChanged 126
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Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4215592 nChanged 120
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Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4215638 nChanged 114
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Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -4215662.500000 Penalty: 5059.730957
	Iteration 40F: 3 clusters Score -4215662 nChanged 111
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Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4215682 nChanged 118
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Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4215702 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -4215718.500000 Penalty: 5059.730957
	Iteration 43Q: 3 clusters Score -4215718 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4215737 nChanged 92
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Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4215742 nChanged 90
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Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4215758 nChanged 77
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Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4215774 nChanged 75
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Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4215784 nChanged 74
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Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4215796 nChanged 51
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Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -4215807.500000 Penalty: 5059.730957
	Iteration 50Q: 3 clusters Score -4215808 nChanged 49
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Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4215808 nChanged 53
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Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -4215812.500000 Penalty: 5059.730957
	Iteration 52Q: 3 clusters Score -4215812 nChanged 46
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Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -4215820.500000 Penalty: 5059.730957
	Iteration 53Q: 3 clusters Score -4215820 nChanged 42
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Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -4215831.000000 Penalty: 5059.730957
	Iteration 54Q: 3 clusters Score -4215831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -4215832.000000 Penalty: 5059.730957
	Iteration 55Q: 3 clusters Score -4215832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4215832 nChanged 43
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Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4215842 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4215842 nChanged 38
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Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -4215848.500000 Penalty: 5059.730957
	Iteration 59Q: 3 clusters Score -4215848 nChanged 39
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Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -4215846.000000 Penalty: 5059.730957
	Iteration 60F: 3 clusters Score -4215846 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4215858 nChanged 43
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Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -4215861.500000 Penalty: 5059.730957
	Iteration 62Q: 3 clusters Score -4215862 nChanged 43
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Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4215867 nChanged 45
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Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4215868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -4215872.000000 Penalty: 5059.730957
	Iteration 65Q: 3 clusters Score -4215872 nChanged 33
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Mstep: Class 1 contains 6113 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4215878 nChanged 32
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Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 20849 members 
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	Iteration 67Q: 3 clusters Score -4215871 nChanged 28
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Mstep: Class 1 contains 6055 members 
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	Iteration 68Q: 3 clusters Score -4215876 nChanged 26
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Mstep: Class 1 contains 6031 members 
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Entering Unmasked Estep 
Score: -4215882.000000 Penalty: 5059.730957
	Iteration 69Q: 3 clusters Score -4215882 nChanged 24
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Mstep: Class 1 contains 6007 members 
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Entering Unmasked Estep 
Score: -4215893.000000 Penalty: 5059.730957
	Iteration 70Q: 3 clusters Score -4215893 nChanged 14
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Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4215888 nChanged 17
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Mstep: Class 1 contains 5978 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4215890 nChanged 22
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Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4215902 nChanged 21
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Mstep: Class 1 contains 5935 members 
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Entering Unmasked Estep 
Score: -4215905.500000 Penalty: 5059.730957
	Iteration 74Q: 3 clusters Score -4215906 nChanged 22
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Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -4215898.500000 Penalty: 5059.730957
	Iteration 75Q: 3 clusters Score -4215898 nChanged 19
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Mstep: Class 1 contains 5900 members 
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	Iteration 76Q: 3 clusters Score -4215910 nChanged 24
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Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4215910 nChanged 31
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Mstep: Class 1 contains 5845 members 
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Entering Unmasked Estep 
Score: -4215912.000000 Penalty: 5059.730957
	Iteration 78Q: 3 clusters Score -4215912 nChanged 36
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Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -4215917.000000 Penalty: 5059.730957
	Iteration 79Q: 3 clusters Score -4215917 nChanged 36
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Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -4215925.000000 Penalty: 5059.730957
	Iteration 80F: 3 clusters Score -4215925 nChanged 33
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Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4215922.500000 Penalty: 5059.730957
	Iteration 81Q: 3 clusters Score -4215922 nChanged 25
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Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4215925 nChanged 23
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Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4215926 nChanged 22
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Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -4215930.500000 Penalty: 5059.730957
	Iteration 84Q: 3 clusters Score -4215930 nChanged 26
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Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4215939.000000 Penalty: 5059.730957
	Iteration 85Q: 3 clusters Score -4215939 nChanged 30
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Mstep: Class 1 contains 5618 members 
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Entering Unmasked Estep 
Score: -4215950.500000 Penalty: 5059.730957
	Iteration 86Q: 3 clusters Score -4215950 nChanged 16
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Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4215939 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -4215949.000000 Penalty: 5059.730957
	Iteration 88Q: 3 clusters Score -4215949 nChanged 18
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Mstep: Class 1 contains 5567 members 
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Entering Unmasked Estep 
Score: -4215945.000000 Penalty: 5059.730957
	Iteration 89Q: 3 clusters Score -4215945 nChanged 17
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Mstep: Class 1 contains 5552 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4215954 nChanged 14
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Mstep: Class 1 contains 5538 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4215957 nChanged 16
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Mstep: Class 1 contains 5522 members 
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	Iteration 92Q: 3 clusters Score -4215956 nChanged 14
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	Iteration 93Q: 3 clusters Score -4215957 nChanged 20
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Mstep: Class 1 contains 5490 members 
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	Iteration 94Q: 3 clusters Score -4215964 nChanged 19
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Mstep: Class 1 contains 5471 members 
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	Iteration 95Q: 3 clusters Score -4215965 nChanged 20
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Mstep: Class 1 contains 5453 members 
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	Iteration 96Q: 3 clusters Score -4215960 nChanged 11
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Mstep: Class 1 contains 5444 members 
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	Iteration 97Q: 3 clusters Score -4215968 nChanged 10
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Mstep: Class 1 contains 5434 members 
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	Iteration 98Q: 3 clusters Score -4215965 nChanged 4
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Mstep: Class 1 contains 5430 members 
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	Iteration 99Q: 3 clusters Score -4215967 nChanged 3
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Mstep: Class 1 contains 5427 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4215968 nChanged 6
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Mstep: Class 1 contains 5421 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4215966 nChanged 11
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	Iteration 102Q: 3 clusters Score -4215959 nChanged 11
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Mstep: Class 1 contains 5399 members 
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Entering Unmasked Estep 
Score: -4215961.500000 Penalty: 5059.730957
	Iteration 103Q: 3 clusters Score -4215962 nChanged 12
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Mstep: Class 1 contains 5387 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4215971 nChanged 9
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4215970 nChanged 7
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4215978 nChanged 2
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4215974 nChanged 4
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Mstep: Class 1 contains 5369 members 
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Entering Unmasked Estep 
Score: -4215969.500000 Penalty: 5059.730957
	Iteration 108Q: 3 clusters Score -4215970 nChanged 5
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Mstep: Class 1 contains 5364 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4215968 nChanged 6
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Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -4215964.000000 Penalty: 5059.730957
	Iteration 110Q: 3 clusters Score -4215964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -4215964.000000 Penalty: 5059.730957
	Iteration 111Q: 3 clusters Score -4215964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -4215963.000000 Penalty: 5059.730957
	Iteration 112Q: 3 clusters Score -4215963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -4215963.000000 Penalty: 5059.730957
	Iteration 113Q: 3 clusters Score -4215963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -4215962.000000 Penalty: 5059.730957
	Iteration 114Q: 3 clusters Score -4215962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -4215964.500000 Penalty: 5059.730957
	Iteration 115Q: 3 clusters Score -4215964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -4215968.000000 Penalty: 5059.730957
	Iteration 116Q: 3 clusters Score -4215968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -4215968.000000 Penalty: 5059.730957
	Iteration 117F: 3 clusters Score -4215968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -26217.404297 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -26217.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25300.039062 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -25300.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -25394.972656 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -25394.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -25436.158203 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -25436.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -25458.212891 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -25458.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -25472.380859 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -25472.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -25472.380859 Penalty: 2625.479248
	Iteration 5F: 3 clusters Score -25472.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (124002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124002 members 
Entering Unmasked Estep 
Score: -18753198.000000 Penalty: 2908.557129
	Iteration 0F: 2 clusters Score -1.87532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -18670814.000000 Penalty: 5817.114258
	Iteration 0F: 3 clusters Score -1.867081e+07 nChanged 59224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -18706366.000000 Penalty: 5817.114258
	Iteration 1F: 3 clusters Score -1.870637e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -18708692.000000 Penalty: 5817.114258
	Iteration 2Q: 3 clusters Score -1.870869e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75202 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -18712120.000000 Penalty: 5817.114258
	Iteration 3F: 3 clusters Score -1.871212e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -18716400.000000 Penalty: 5817.114258
	Iteration 4F: 3 clusters Score -1.87164e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88790 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -18722542.000000 Penalty: 5817.114258
	Iteration 5F: 3 clusters Score -1.872254e+07 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97219 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -18729730.000000 Penalty: 5817.114258
	Iteration 6F: 3 clusters Score -1.872973e+07 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105160 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -18736772.000000 Penalty: 5817.114258
	Iteration 7F: 3 clusters Score -1.873677e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111447 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -18742250.000000 Penalty: 5817.114258
	Iteration 8F: 3 clusters Score -1.874225e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115725 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -18746118.000000 Penalty: 5817.114258
	Iteration 9Q: 3 clusters Score -1.874612e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118343 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -18748146.000000 Penalty: 5817.114258
	Iteration 10Q: 3 clusters Score -1.874815e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119893 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -18749264.000000 Penalty: 5817.114258
	Iteration 11Q: 3 clusters Score -1.874926e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120863 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -18749880.000000 Penalty: 5817.114258
	Iteration 12Q: 3 clusters Score -1.874988e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121474 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -18750186.000000 Penalty: 5817.114258
	Iteration 13Q: 3 clusters Score -1.875019e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121871 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -18750412.000000 Penalty: 5817.114258
	Iteration 14Q: 3 clusters Score -1.875041e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122136 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -18750538.000000 Penalty: 5817.114258
	Iteration 15Q: 3 clusters Score -1.875054e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122329 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -18750628.000000 Penalty: 5817.114258
	Iteration 16Q: 3 clusters Score -1.875063e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122481 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -18750664.000000 Penalty: 5817.114258
	Iteration 17Q: 3 clusters Score -1.875066e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122581 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -18750708.000000 Penalty: 5817.114258
	Iteration 18Q: 3 clusters Score -1.875071e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122653 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -18750740.000000 Penalty: 5817.114258
	Iteration 19Q: 3 clusters Score -1.875074e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122724 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -18750746.000000 Penalty: 5817.114258
	Iteration 20F: 3 clusters Score -1.875075e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122775 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -18750780.000000 Penalty: 5817.114258
	Iteration 21Q: 3 clusters Score -1.875078e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122821 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -18750808.000000 Penalty: 5817.114258
	Iteration 22Q: 3 clusters Score -1.875081e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122854 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -18750822.000000 Penalty: 5817.114258
	Iteration 23Q: 3 clusters Score -1.875082e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122880 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -18750816.000000 Penalty: 5817.114258
	Iteration 24Q: 3 clusters Score -1.875082e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122905 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -18750820.000000 Penalty: 5817.114258
	Iteration 25Q: 3 clusters Score -1.875082e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122922 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -18750830.000000 Penalty: 5817.114258
	Iteration 26Q: 3 clusters Score -1.875083e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122937 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -18750836.000000 Penalty: 5817.114258
	Iteration 27Q: 3 clusters Score -1.875084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122950 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -18750822.000000 Penalty: 5817.114258
	Iteration 28Q: 3 clusters Score -1.875082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122957 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -18750854.000000 Penalty: 5817.114258
	Iteration 29Q: 3 clusters Score -1.875085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122965 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -18750870.000000 Penalty: 5817.114258
	Iteration 30Q: 3 clusters Score -1.875087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122967 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -18750870.000000 Penalty: 5817.114258
	Iteration 31Q: 3 clusters Score -1.875087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122972 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -18750862.000000 Penalty: 5817.114258
	Iteration 32Q: 3 clusters Score -1.875086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122978 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -18750866.000000 Penalty: 5817.114258
	Iteration 33Q: 3 clusters Score -1.875087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122984 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -18750868.000000 Penalty: 5817.114258
	Iteration 34Q: 3 clusters Score -1.875087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122990 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -18750870.000000 Penalty: 5817.114258
	Iteration 35Q: 3 clusters Score -1.875087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122999 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -18750856.000000 Penalty: 5817.114258
	Iteration 36Q: 3 clusters Score -1.875086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123003 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -18750868.000000 Penalty: 5817.114258
	Iteration 37Q: 3 clusters Score -1.875087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123003 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -18750874.000000 Penalty: 5817.114258
	Iteration 38Q: 3 clusters Score -1.875087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123004 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -18750872.000000 Penalty: 5817.114258
	Iteration 39Q: 3 clusters Score -1.875087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123007 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -18750882.000000 Penalty: 5817.114258
	Iteration 40F: 3 clusters Score -1.875088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123007 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -18750884.000000 Penalty: 5817.114258
	Iteration 41Q: 3 clusters Score -1.875088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123008 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -18750886.000000 Penalty: 5817.114258
	Iteration 42Q: 3 clusters Score -1.875089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123008 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -18750886.000000 Penalty: 5817.114258
	Iteration 43F: 3 clusters Score -1.875089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (32992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Entering Unmasked Estep 
Score: -5240535.500000 Penalty: 2580.197021
	Iteration 0F: 2 clusters Score -5240536 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 16432 members 
Entering Unmasked Estep 
Score: -5218077.500000 Penalty: 5160.394043
	Iteration 0F: 3 clusters Score -5218078 nChanged 14990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -5226742.500000 Penalty: 5160.394043
	Iteration 1F: 3 clusters Score -5226742 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -5227943.000000 Penalty: 5160.394043
	Iteration 2F: 3 clusters Score -5227943 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -5229156.500000 Penalty: 5160.394043
	Iteration 3F: 3 clusters Score -5229156 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -5230537.000000 Penalty: 5160.394043
	Iteration 4F: 3 clusters Score -5230537 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -5232089.500000 Penalty: 5160.394043
	Iteration 5F: 3 clusters Score -5232090 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -5233681.000000 Penalty: 5160.394043
	Iteration 6F: 3 clusters Score -5233681 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -5235025.500000 Penalty: 5160.394043
	Iteration 7F: 3 clusters Score -5235026 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -5236157.500000 Penalty: 5160.394043
	Iteration 8Q: 3 clusters Score -5236158 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -5237027.500000 Penalty: 5160.394043
	Iteration 9Q: 3 clusters Score -5237028 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -5237668.000000 Penalty: 5160.394043
	Iteration 10Q: 3 clusters Score -5237668 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -5238164.500000 Penalty: 5160.394043
	Iteration 11Q: 3 clusters Score -5238164 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -5238508.000000 Penalty: 5160.394043
	Iteration 12Q: 3 clusters Score -5238508 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -5238778.500000 Penalty: 5160.394043
	Iteration 13Q: 3 clusters Score -5238778 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -5238966.500000 Penalty: 5160.394043
	Iteration 14Q: 3 clusters Score -5238966 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5239113.500000 Penalty: 5160.394043
	Iteration 15Q: 3 clusters Score -5239114 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -5239223.000000 Penalty: 5160.394043
	Iteration 16Q: 3 clusters Score -5239223 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -5239346.000000 Penalty: 5160.394043
	Iteration 17Q: 3 clusters Score -5239346 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -5239427.500000 Penalty: 5160.394043
	Iteration 18Q: 3 clusters Score -5239428 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5239507.500000 Penalty: 5160.394043
	Iteration 19Q: 3 clusters Score -5239508 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5239596.000000 Penalty: 5160.394043
	Iteration 20F: 3 clusters Score -5239596 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5239671.500000 Penalty: 5160.394043
	Iteration 21Q: 3 clusters Score -5239672 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5239717.000000 Penalty: 5160.394043
	Iteration 22Q: 3 clusters Score -5239717 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5239786.500000 Penalty: 5160.394043
	Iteration 23Q: 3 clusters Score -5239786 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5239874.000000 Penalty: 5160.394043
	Iteration 24Q: 3 clusters Score -5239874 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5239963.000000 Penalty: 5160.394043
	Iteration 25Q: 3 clusters Score -5239963 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5240082.500000 Penalty: 5160.394043
	Iteration 26Q: 3 clusters Score -5240082 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5240164.500000 Penalty: 5160.394043
	Iteration 27Q: 3 clusters Score -5240164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5240186.000000 Penalty: 5160.394043
	Iteration 28Q: 3 clusters Score -5240186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5240202.000000 Penalty: 5160.394043
	Iteration 29Q: 3 clusters Score -5240202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5240216.500000 Penalty: 5160.394043
	Iteration 30Q: 3 clusters Score -5240216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5240221.500000 Penalty: 5160.394043
	Iteration 31Q: 3 clusters Score -5240222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5240223.500000 Penalty: 5160.394043
	Iteration 32Q: 3 clusters Score -5240224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5240225.500000 Penalty: 5160.394043
	Iteration 33Q: 3 clusters Score -5240226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5240223.500000 Penalty: 5160.394043
	Iteration 34Q: 3 clusters Score -5240224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5240225.500000 Penalty: 5160.394043
	Iteration 35Q: 3 clusters Score -5240226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5240225.500000 Penalty: 5160.394043
	Iteration 36F: 3 clusters Score -5240226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -61308.941406 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -61308.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59888.843750 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -59888.84 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60113.687500 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -60113.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60167.980469 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -60167.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -60242.941406 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -60242.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -60286.226562 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -60286.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60323.199219 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -60323.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -60385.343750 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -60385.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60461.812500 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -60461.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60537.488281 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -60537.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60613.718750 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -60613.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60724.996094 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -60725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60817.527344 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -60817.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -60867.121094 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -60867.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -60972.289062 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -60972.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -61012.726562 Penalty: 3021.289795
	Iteration 14Q: 3 clusters Score -61012.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -61064.105469 Penalty: 3021.289795
	Iteration 15Q: 3 clusters Score -61064.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -61097.617188 Penalty: 3021.289795
	Iteration 16Q: 3 clusters Score -61097.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -61108.609375 Penalty: 3021.289795
	Iteration 17Q: 3 clusters Score -61108.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -61113.023438 Penalty: 3021.289795
	Iteration 18F: 3 clusters Score -61113.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -61142.695312 Penalty: 3021.289795
	Iteration 19Q: 3 clusters Score -61142.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -61142.695312 Penalty: 3021.289795
	Iteration 20F: 3 clusters Score -61142.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Entering Unmasked Estep 
Score: -1538694.375000 Penalty: 2281.897217
	Iteration 0F: 2 clusters Score -1538694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1531049.750000 Penalty: 4563.794434
	Iteration 0F: 3 clusters Score -1531050 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1533358.000000 Penalty: 4563.794434
	Iteration 1F: 3 clusters Score -1533358 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1533796.500000 Penalty: 4563.794434
	Iteration 2F: 3 clusters Score -1533796 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1534315.000000 Penalty: 4563.794434
	Iteration 3F: 3 clusters Score -1534315 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1534908.000000 Penalty: 4563.794434
	Iteration 4F: 3 clusters Score -1534908 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1535427.625000 Penalty: 4563.794434
	Iteration 5F: 3 clusters Score -1535428 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1535895.875000 Penalty: 4563.794434
	Iteration 6F: 3 clusters Score -1535896 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1536403.250000 Penalty: 4563.794434
	Iteration 7F: 3 clusters Score -1536403 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1536913.375000 Penalty: 4563.794434
	Iteration 8F: 3 clusters Score -1536913 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1537360.750000 Penalty: 4563.794434
	Iteration 9F: 3 clusters Score -1537361 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1537663.875000 Penalty: 4563.794434
	Iteration 10Q: 3 clusters Score -1537664 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1537871.750000 Penalty: 4563.794434
	Iteration 11Q: 3 clusters Score -1537872 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1537974.875000 Penalty: 4563.794434
	Iteration 12Q: 3 clusters Score -1537975 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1538046.250000 Penalty: 4563.794434
	Iteration 13Q: 3 clusters Score -1538046 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1538118.000000 Penalty: 4563.794434
	Iteration 14Q: 3 clusters Score -1538118 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1538173.000000 Penalty: 4563.794434
	Iteration 15Q: 3 clusters Score -1538173 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1538223.375000 Penalty: 4563.794434
	Iteration 16Q: 3 clusters Score -1538223 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1538267.375000 Penalty: 4563.794434
	Iteration 17Q: 3 clusters Score -1538267 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1538299.500000 Penalty: 4563.794434
	Iteration 18Q: 3 clusters Score -1538300 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1538321.250000 Penalty: 4563.794434
	Iteration 19Q: 3 clusters Score -1538321 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1538350.125000 Penalty: 4563.794434
	Iteration 20F: 3 clusters Score -1538350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1538364.875000 Penalty: 4563.794434
	Iteration 21Q: 3 clusters Score -1538365 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1538380.625000 Penalty: 4563.794434
	Iteration 22Q: 3 clusters Score -1538381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1538389.125000 Penalty: 4563.794434
	Iteration 23Q: 3 clusters Score -1538389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1538400.125000 Penalty: 4563.794434
	Iteration 24Q: 3 clusters Score -1538400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1538409.625000 Penalty: 4563.794434
	Iteration 25Q: 3 clusters Score -1538410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1538416.875000 Penalty: 4563.794434
	Iteration 26Q: 3 clusters Score -1538417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1538422.625000 Penalty: 4563.794434
	Iteration 27Q: 3 clusters Score -1538423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1538428.250000 Penalty: 4563.794434
	Iteration 28Q: 3 clusters Score -1538428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1538435.250000 Penalty: 4563.794434
	Iteration 29Q: 3 clusters Score -1538435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1538438.750000 Penalty: 4563.794434
	Iteration 30Q: 3 clusters Score -1538439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1538449.125000 Penalty: 4563.794434
	Iteration 31Q: 3 clusters Score -1538449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1538464.000000 Penalty: 4563.794434
	Iteration 32Q: 3 clusters Score -1538464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1538487.750000 Penalty: 4563.794434
	Iteration 33Q: 3 clusters Score -1538488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1538495.625000 Penalty: 4563.794434
	Iteration 34Q: 3 clusters Score -1538496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1538505.875000 Penalty: 4563.794434
	Iteration 35Q: 3 clusters Score -1538506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1538516.500000 Penalty: 4563.794434
	Iteration 36Q: 3 clusters Score -1538516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1538524.750000 Penalty: 4563.794434
	Iteration 37Q: 3 clusters Score -1538525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1538532.500000 Penalty: 4563.794434
	Iteration 38Q: 3 clusters Score -1538532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1538536.875000 Penalty: 4563.794434
	Iteration 39Q: 3 clusters Score -1538537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1538551.875000 Penalty: 4563.794434
	Iteration 40F: 3 clusters Score -1538552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1538557.875000 Penalty: 4563.794434
	Iteration 41Q: 3 clusters Score -1538558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1538581.375000 Penalty: 4563.794434
	Iteration 42Q: 3 clusters Score -1538581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1538597.500000 Penalty: 4563.794434
	Iteration 43Q: 3 clusters Score -1538598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1538616.500000 Penalty: 4563.794434
	Iteration 44Q: 3 clusters Score -1538616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1538638.875000 Penalty: 4563.794434
	Iteration 45Q: 3 clusters Score -1538639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1538680.000000 Penalty: 4563.794434
	Iteration 46Q: 3 clusters Score -1538680 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1538744.375000 Penalty: 4563.794434
	Iteration 47Q: 3 clusters Score -1538744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1538828.375000 Penalty: 4563.794434
	Iteration 48Q: 3 clusters Score -1538828 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1538896.375000 Penalty: 4563.794434
	Iteration 49Q: 3 clusters Score -1538896 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1538947.625000 Penalty: 4563.794434
	Iteration 50Q: 3 clusters Score -1538948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1538970.625000 Penalty: 4563.794434
	Iteration 51Q: 3 clusters Score -1538971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1538985.625000 Penalty: 4563.794434
	Iteration 52Q: 3 clusters Score -1538986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1538995.750000 Penalty: 4563.794434
	Iteration 53Q: 3 clusters Score -1538996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1539004.875000 Penalty: 4563.794434
	Iteration 54Q: 3 clusters Score -1539005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1539003.875000 Penalty: 4563.794434
	Iteration 55Q: 3 clusters Score -1539004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1539004.750000 Penalty: 4563.794434
	Iteration 56Q: 3 clusters Score -1539005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1539005.750000 Penalty: 4563.794434
	Iteration 57Q: 3 clusters Score -1539006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1539006.500000 Penalty: 4563.794434
	Iteration 58Q: 3 clusters Score -1539006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1539007.000000 Penalty: 4563.794434
	Iteration 59Q: 3 clusters Score -1539007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1539007.000000 Penalty: 4563.794434
	Iteration 60F: 3 clusters Score -1539007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5774 members 
Mstep: Class 3 contains 5895 members 
Mstep: Class 4 contains 12253 members 
Mstep: Class 5 contains 41154 members 
Mstep: Class 6 contains 6348 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 6997 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8886 members 
Mstep: Class 12 contains 2268 members 
Mstep: Class 13 contains 37052 members 
Mstep: Class 14 contains 27548 members 
Mstep: Class 15 contains 14956 members 
Mstep: Class 16 contains 65500 members 
Mstep: Class 17 contains 3229 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13750 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 124002 members 
Mstep: Class 24 contains 32992 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 8165 members 
Mstep: Class 27 contains 20744 members 
Mstep: Class 28 contains 4092 members 
Mstep: Class 29 contains 125501 members 
Mstep: Class 30 contains 11124 members 
Mstep: Class 31 contains 52950 members 
Mstep: Class 32 contains 6366 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 3202 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 21201 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5058 members 
Mstep: Class 39 contains 6436 members 
Mstep: Class 40 contains 44024 members 
Mstep: Class 41 contains 1955 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8268 members 
Mstep: Class 44 contains 1744 members 
Entering Unmasked Estep 
Score: -122536376.000000 Penalty: 148333.546875
Splitting cluster 26 changes total score from -122537080.000000 to -122536376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (20744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Entering Unmasked Estep 
Score: -3015627.000000 Penalty: 2465.123047
	Iteration 0F: 2 clusters Score -3015627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3001222.500000 Penalty: 4930.246094
	Iteration 0F: 3 clusters Score -3001222 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -3006894.750000 Penalty: 4930.246094
	Iteration 1F: 3 clusters Score -3006895 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3008044.000000 Penalty: 4930.246094
	Iteration 2F: 3 clusters Score -3008044 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -3009019.000000 Penalty: 4930.246094
	Iteration 3F: 3 clusters Score -3009019 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -3009832.750000 Penalty: 4930.246094
	Iteration 4F: 3 clusters Score -3009833 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3010507.500000 Penalty: 4930.246094
	Iteration 5F: 3 clusters Score -3010508 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -3010935.750000 Penalty: 4930.246094
	Iteration 6Q: 3 clusters Score -3010936 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -3011205.750000 Penalty: 4930.246094
	Iteration 7Q: 3 clusters Score -3011206 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -3011395.250000 Penalty: 4930.246094
	Iteration 8Q: 3 clusters Score -3011395 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3011553.250000 Penalty: 4930.246094
	Iteration 9Q: 3 clusters Score -3011553 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3011675.250000 Penalty: 4930.246094
	Iteration 10Q: 3 clusters Score -3011675 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3011762.750000 Penalty: 4930.246094
	Iteration 11Q: 3 clusters Score -3011763 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3011868.250000 Penalty: 4930.246094
	Iteration 12Q: 3 clusters Score -3011868 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -3011985.250000 Penalty: 4930.246094
	Iteration 13Q: 3 clusters Score -3011985 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3012084.250000 Penalty: 4930.246094
	Iteration 14Q: 3 clusters Score -3012084 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3012221.500000 Penalty: 4930.246094
	Iteration 15Q: 3 clusters Score -3012222 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3012351.000000 Penalty: 4930.246094
	Iteration 16Q: 3 clusters Score -3012351 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3012511.000000 Penalty: 4930.246094
	Iteration 17Q: 3 clusters Score -3012511 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3012655.000000 Penalty: 4930.246094
	Iteration 18Q: 3 clusters Score -3012655 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3012807.500000 Penalty: 4930.246094
	Iteration 19Q: 3 clusters Score -3012808 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3012970.500000 Penalty: 4930.246094
	Iteration 20F: 3 clusters Score -3012970 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -3013128.500000 Penalty: 4930.246094
	Iteration 21Q: 3 clusters Score -3013128 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3013277.000000 Penalty: 4930.246094
	Iteration 22Q: 3 clusters Score -3013277 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3013451.250000 Penalty: 4930.246094
	Iteration 23Q: 3 clusters Score -3013451 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3013630.750000 Penalty: 4930.246094
	Iteration 24Q: 3 clusters Score -3013631 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3013812.250000 Penalty: 4930.246094
	Iteration 25Q: 3 clusters Score -3013812 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -3013970.500000 Penalty: 4930.246094
	Iteration 26Q: 3 clusters Score -3013970 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3014112.000000 Penalty: 4930.246094
	Iteration 27Q: 3 clusters Score -3014112 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -3014256.750000 Penalty: 4930.246094
	Iteration 28Q: 3 clusters Score -3014257 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -3014391.750000 Penalty: 4930.246094
	Iteration 29Q: 3 clusters Score -3014392 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3014529.500000 Penalty: 4930.246094
	Iteration 30Q: 3 clusters Score -3014530 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3014704.750000 Penalty: 4930.246094
	Iteration 31Q: 3 clusters Score -3014705 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3014912.250000 Penalty: 4930.246094
	Iteration 32Q: 3 clusters Score -3014912 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3015156.250000 Penalty: 4930.246094
	Iteration 33Q: 3 clusters Score -3015156 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -3015411.250000 Penalty: 4930.246094
	Iteration 34Q: 3 clusters Score -3015411 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3015650.750000 Penalty: 4930.246094
	Iteration 35Q: 3 clusters Score -3015651 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3015873.000000 Penalty: 4930.246094
	Iteration 36Q: 3 clusters Score -3015873 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3016127.250000 Penalty: 4930.246094
	Iteration 37Q: 3 clusters Score -3016127 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3016371.250000 Penalty: 4930.246094
	Iteration 38Q: 3 clusters Score -3016371 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -3016564.500000 Penalty: 4930.246094
	Iteration 39Q: 3 clusters Score -3016564 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3016818.250000 Penalty: 4930.246094
	Iteration 40F: 3 clusters Score -3016818 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3017030.750000 Penalty: 4930.246094
	Iteration 41Q: 3 clusters Score -3017031 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3017177.000000 Penalty: 4930.246094
	Iteration 42Q: 3 clusters Score -3017177 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3017297.000000 Penalty: 4930.246094
	Iteration 43Q: 3 clusters Score -3017297 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3017367.500000 Penalty: 4930.246094
	Iteration 44Q: 3 clusters Score -3017368 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -3017412.500000 Penalty: 4930.246094
	Iteration 45Q: 3 clusters Score -3017412 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3017444.750000 Penalty: 4930.246094
	Iteration 46Q: 3 clusters Score -3017445 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3017476.000000 Penalty: 4930.246094
	Iteration 47Q: 3 clusters Score -3017476 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3017495.000000 Penalty: 4930.246094
	Iteration 48Q: 3 clusters Score -3017495 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -3017490.500000 Penalty: 4930.246094
	Iteration 49Q: 3 clusters Score -3017490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3017504.500000 Penalty: 4930.246094
	Iteration 50Q: 3 clusters Score -3017504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3017505.000000 Penalty: 4930.246094
	Iteration 51Q: 3 clusters Score -3017505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3017512.000000 Penalty: 4930.246094
	Iteration 52Q: 3 clusters Score -3017512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3017525.000000 Penalty: 4930.246094
	Iteration 53Q: 3 clusters Score -3017525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3017523.500000 Penalty: 4930.246094
	Iteration 54Q: 3 clusters Score -3017524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -3017520.750000 Penalty: 4930.246094
	Iteration 55Q: 3 clusters Score -3017521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3017531.750000 Penalty: 4930.246094
	Iteration 56Q: 3 clusters Score -3017532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3017542.750000 Penalty: 4930.246094
	Iteration 57Q: 3 clusters Score -3017543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3017554.250000 Penalty: 4930.246094
	Iteration 58Q: 3 clusters Score -3017554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3017566.750000 Penalty: 4930.246094
	Iteration 59Q: 3 clusters Score -3017567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3017563.750000 Penalty: 4930.246094
	Iteration 60F: 3 clusters Score -3017564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -3017561.250000 Penalty: 4930.246094
	Iteration 61Q: 3 clusters Score -3017561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3017558.500000 Penalty: 4930.246094
	Iteration 62Q: 3 clusters Score -3017558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3017566.500000 Penalty: 4930.246094
	Iteration 63Q: 3 clusters Score -3017566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3017561.500000 Penalty: 4930.246094
	Iteration 64Q: 3 clusters Score -3017562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3017579.500000 Penalty: 4930.246094
	Iteration 65Q: 3 clusters Score -3017580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3017578.000000 Penalty: 4930.246094
	Iteration 66Q: 3 clusters Score -3017578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -3017579.750000 Penalty: 4930.246094
	Iteration 67Q: 3 clusters Score -3017580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3017588.750000 Penalty: 4930.246094
	Iteration 68Q: 3 clusters Score -3017589 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3017591.000000 Penalty: 4930.246094
	Iteration 69Q: 3 clusters Score -3017591 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -3017595.500000 Penalty: 4930.246094
	Iteration 70Q: 3 clusters Score -3017596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3017606.000000 Penalty: 4930.246094
	Iteration 71Q: 3 clusters Score -3017606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -3017628.750000 Penalty: 4930.246094
	Iteration 72Q: 3 clusters Score -3017629 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -3017654.000000 Penalty: 4930.246094
	Iteration 73Q: 3 clusters Score -3017654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3017721.750000 Penalty: 4930.246094
	Iteration 74Q: 3 clusters Score -3017722 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -3017800.000000 Penalty: 4930.246094
	Iteration 75Q: 3 clusters Score -3017800 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3017903.000000 Penalty: 4930.246094
	Iteration 76Q: 3 clusters Score -3017903 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -3017994.250000 Penalty: 4930.246094
	Iteration 77Q: 3 clusters Score -3017994 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3018046.000000 Penalty: 4930.246094
	Iteration 78Q: 3 clusters Score -3018046 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3018094.000000 Penalty: 4930.246094
	Iteration 79Q: 3 clusters Score -3018094 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3018129.750000 Penalty: 4930.246094
	Iteration 80F: 3 clusters Score -3018130 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -3018139.250000 Penalty: 4930.246094
	Iteration 81Q: 3 clusters Score -3018139 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3018164.000000 Penalty: 4930.246094
	Iteration 82Q: 3 clusters Score -3018164 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -3018177.500000 Penalty: 4930.246094
	Iteration 83Q: 3 clusters Score -3018178 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -3018194.000000 Penalty: 4930.246094
	Iteration 84Q: 3 clusters Score -3018194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3018203.750000 Penalty: 4930.246094
	Iteration 85Q: 3 clusters Score -3018204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -3018213.750000 Penalty: 4930.246094
	Iteration 86Q: 3 clusters Score -3018214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -3018215.000000 Penalty: 4930.246094
	Iteration 87Q: 3 clusters Score -3018215 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3018226.750000 Penalty: 4930.246094
	Iteration 88Q: 3 clusters Score -3018227 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -3018251.500000 Penalty: 4930.246094
	Iteration 89Q: 3 clusters Score -3018252 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -3018254.250000 Penalty: 4930.246094
	Iteration 90Q: 3 clusters Score -3018254 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3018265.250000 Penalty: 4930.246094
	Iteration 91Q: 3 clusters Score -3018265 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -3018275.000000 Penalty: 4930.246094
	Iteration 92Q: 3 clusters Score -3018275 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -3018277.250000 Penalty: 4930.246094
	Iteration 93Q: 3 clusters Score -3018277 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3018285.000000 Penalty: 4930.246094
	Iteration 94Q: 3 clusters Score -3018285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -3018296.500000 Penalty: 4930.246094
	Iteration 95Q: 3 clusters Score -3018296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3018308.250000 Penalty: 4930.246094
	Iteration 96Q: 3 clusters Score -3018308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3018318.000000 Penalty: 4930.246094
	Iteration 97Q: 3 clusters Score -3018318 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3018342.750000 Penalty: 4930.246094
	Iteration 98Q: 3 clusters Score -3018343 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3018350.500000 Penalty: 4930.246094
	Iteration 99Q: 3 clusters Score -3018350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -3018355.500000 Penalty: 4930.246094
	Iteration 100F: 3 clusters Score -3018356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -3018372.000000 Penalty: 4930.246094
	Iteration 101Q: 3 clusters Score -3018372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3018380.250000 Penalty: 4930.246094
	Iteration 102Q: 3 clusters Score -3018380 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -3018390.750000 Penalty: 4930.246094
	Iteration 103Q: 3 clusters Score -3018391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3018407.500000 Penalty: 4930.246094
	Iteration 104Q: 3 clusters Score -3018408 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -3018419.000000 Penalty: 4930.246094
	Iteration 105Q: 3 clusters Score -3018419 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3018429.250000 Penalty: 4930.246094
	Iteration 106Q: 3 clusters Score -3018429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -3018432.250000 Penalty: 4930.246094
	Iteration 107Q: 3 clusters Score -3018432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3018433.500000 Penalty: 4930.246094
	Iteration 108Q: 3 clusters Score -3018434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3018431.500000 Penalty: 4930.246094
	Iteration 109Q: 3 clusters Score -3018432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -3018430.750000 Penalty: 4930.246094
	Iteration 110Q: 3 clusters Score -3018431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3018435.250000 Penalty: 4930.246094
	Iteration 111Q: 3 clusters Score -3018435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -3018437.000000 Penalty: 4930.246094
	Iteration 112Q: 3 clusters Score -3018437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -3018440.750000 Penalty: 4930.246094
	Iteration 113Q: 3 clusters Score -3018441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -3018442.000000 Penalty: 4930.246094
	Iteration 114Q: 3 clusters Score -3018442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -3018440.500000 Penalty: 4930.246094
	Iteration 115Q: 3 clusters Score -3018440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -3018440.750000 Penalty: 4930.246094
	Iteration 116Q: 3 clusters Score -3018441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -3018440.750000 Penalty: 4930.246094
	Iteration 117F: 3 clusters Score -3018441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5774 members 
Mstep: Class 3 contains 5895 members 
Mstep: Class 4 contains 12253 members 
Mstep: Class 5 contains 41154 members 
Mstep: Class 6 contains 6348 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 6997 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8886 members 
Mstep: Class 12 contains 2268 members 
Mstep: Class 13 contains 37052 members 
Mstep: Class 14 contains 27548 members 
Mstep: Class 15 contains 14956 members 
Mstep: Class 16 contains 65500 members 
Mstep: Class 17 contains 3229 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13750 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 124002 members 
Mstep: Class 24 contains 32992 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 9909 members 
Mstep: Class 27 contains 10486 members 
Mstep: Class 28 contains 4092 members 
Mstep: Class 29 contains 125501 members 
Mstep: Class 30 contains 11124 members 
Mstep: Class 31 contains 52950 members 
Mstep: Class 32 contains 6366 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 3202 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 21201 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5058 members 
Mstep: Class 39 contains 6436 members 
Mstep: Class 40 contains 44024 members 
Mstep: Class 41 contains 1955 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8268 members 
Mstep: Class 44 contains 10258 members 
Entering Unmasked Estep 
Score: -122538976.000000 Penalty: 148333.546875
Splitting cluster 27 changes total score from -122537080.000000 to -122538976.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 28 (4092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Entering Unmasked Estep 
Score: -607655.062500 Penalty: 2062.563477
	Iteration 0F: 2 clusters Score -607655.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -603751.687500 Penalty: 4125.126953
	Iteration 0F: 3 clusters Score -603751.7 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -604812.125000 Penalty: 4125.126953
	Iteration 1F: 3 clusters Score -604812.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -605145.562500 Penalty: 4125.126953
	Iteration 2F: 3 clusters Score -605145.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -605408.187500 Penalty: 4125.126953
	Iteration 3F: 3 clusters Score -605408.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -605616.812500 Penalty: 4125.126953
	Iteration 4F: 3 clusters Score -605616.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -605790.750000 Penalty: 4125.126953
	Iteration 5Q: 3 clusters Score -605790.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -605944.437500 Penalty: 4125.126953
	Iteration 6Q: 3 clusters Score -605944.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -606074.750000 Penalty: 4125.126953
	Iteration 7Q: 3 clusters Score -606074.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -606189.500000 Penalty: 4125.126953
	Iteration 8Q: 3 clusters Score -606189.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -606273.937500 Penalty: 4125.126953
	Iteration 9Q: 3 clusters Score -606273.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -606329.375000 Penalty: 4125.126953
	Iteration 10Q: 3 clusters Score -606329.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -606371.312500 Penalty: 4125.126953
	Iteration 11Q: 3 clusters Score -606371.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -606402.187500 Penalty: 4125.126953
	Iteration 12Q: 3 clusters Score -606402.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -606433.312500 Penalty: 4125.126953
	Iteration 13Q: 3 clusters Score -606433.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -606470.187500 Penalty: 4125.126953
	Iteration 14Q: 3 clusters Score -606470.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -606497.562500 Penalty: 4125.126953
	Iteration 15Q: 3 clusters Score -606497.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -606519.062500 Penalty: 4125.126953
	Iteration 16Q: 3 clusters Score -606519.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -606538.312500 Penalty: 4125.126953
	Iteration 17Q: 3 clusters Score -606538.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -606555.687500 Penalty: 4125.126953
	Iteration 18Q: 3 clusters Score -606555.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -606580.250000 Penalty: 4125.126953
	Iteration 19Q: 3 clusters Score -606580.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -606603.312500 Penalty: 4125.126953
	Iteration 20F: 3 clusters Score -606603.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -606624.500000 Penalty: 4125.126953
	Iteration 21Q: 3 clusters Score -606624.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -606640.625000 Penalty: 4125.126953
	Iteration 22Q: 3 clusters Score -606640.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -606668.000000 Penalty: 4125.126953
	Iteration 23Q: 3 clusters Score -606668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -606730.812500 Penalty: 4125.126953
	Iteration 24Q: 3 clusters Score -606730.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -606828.250000 Penalty: 4125.126953
	Iteration 25Q: 3 clusters Score -606828.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -606934.000000 Penalty: 4125.126953
	Iteration 26Q: 3 clusters Score -606934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -606981.812500 Penalty: 4125.126953
	Iteration 27Q: 3 clusters Score -606981.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -607002.625000 Penalty: 4125.126953
	Iteration 28Q: 3 clusters Score -607002.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -607011.312500 Penalty: 4125.126953
	Iteration 29Q: 3 clusters Score -607011.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -607016.125000 Penalty: 4125.126953
	Iteration 30Q: 3 clusters Score -607016.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -607021.625000 Penalty: 4125.126953
	Iteration 31Q: 3 clusters Score -607021.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -607026.187500 Penalty: 4125.126953
	Iteration 32Q: 3 clusters Score -607026.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -607028.437500 Penalty: 4125.126953
	Iteration 33Q: 3 clusters Score -607028.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -607031.187500 Penalty: 4125.126953
	Iteration 34Q: 3 clusters Score -607031.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -607034.875000 Penalty: 4125.126953
	Iteration 35Q: 3 clusters Score -607034.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -607038.562500 Penalty: 4125.126953
	Iteration 36Q: 3 clusters Score -607038.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -607039.687500 Penalty: 4125.126953
	Iteration 37Q: 3 clusters Score -607039.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -607039.500000 Penalty: 4125.126953
	Iteration 38Q: 3 clusters Score -607039.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -607040.562500 Penalty: 4125.126953
	Iteration 39Q: 3 clusters Score -607040.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -607040.562500 Penalty: 4125.126953
	Iteration 40F: 3 clusters Score -607040.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (125501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125501 members 
Entering Unmasked Estep 
Score: -20093602.000000 Penalty: 2911.537109
	Iteration 0F: 2 clusters Score -2.00936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -20027540.000000 Penalty: 5823.074219
	Iteration 0F: 3 clusters Score -2.002754e+07 nChanged 59543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 65269 members 
Entering Unmasked Estep 
Score: -20062346.000000 Penalty: 5823.074219
	Iteration 1F: 3 clusters Score -2.006235e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
Score: -20063894.000000 Penalty: 5823.074219
	Iteration 2Q: 3 clusters Score -2.006389e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
Score: -20066170.000000 Penalty: 5823.074219
	Iteration 3Q: 3 clusters Score -2.006617e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 73540 members 
Entering Unmasked Estep 
Score: -20068862.000000 Penalty: 5823.074219
	Iteration 4F: 3 clusters Score -2.006886e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -20071914.000000 Penalty: 5823.074219
	Iteration 5F: 3 clusters Score -2.007191e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 84998 members 
Entering Unmasked Estep 
Score: -20075236.000000 Penalty: 5823.074219
	Iteration 6F: 3 clusters Score -2.007524e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 92106 members 
Entering Unmasked Estep 
Score: -20078662.000000 Penalty: 5823.074219
	Iteration 7F: 3 clusters Score -2.007866e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 99496 members 
Entering Unmasked Estep 
Score: -20081444.000000 Penalty: 5823.074219
	Iteration 8F: 3 clusters Score -2.008144e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 106699 members 
Entering Unmasked Estep 
Score: -20083540.000000 Penalty: 5823.074219
	Iteration 9F: 3 clusters Score -2.008354e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 112944 members 
Entering Unmasked Estep 
Score: -20085332.000000 Penalty: 5823.074219
	Iteration 10F: 3 clusters Score -2.008533e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 117520 members 
Entering Unmasked Estep 
Score: -20087056.000000 Penalty: 5823.074219
	Iteration 11Q: 3 clusters Score -2.008706e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 120606 members 
Entering Unmasked Estep 
Score: -20088462.000000 Penalty: 5823.074219
	Iteration 12Q: 3 clusters Score -2.008846e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 122469 members 
Entering Unmasked Estep 
Score: -20089516.000000 Penalty: 5823.074219
	Iteration 13Q: 3 clusters Score -2.008952e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 123505 members 
Entering Unmasked Estep 
Score: -20090162.000000 Penalty: 5823.074219
	Iteration 14Q: 3 clusters Score -2.009016e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 124088 members 
Entering Unmasked Estep 
Score: -20090488.000000 Penalty: 5823.074219
	Iteration 15Q: 3 clusters Score -2.009049e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 124417 members 
Entering Unmasked Estep 
Score: -20090740.000000 Penalty: 5823.074219
	Iteration 16Q: 3 clusters Score -2.009074e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 124601 members 
Entering Unmasked Estep 
Score: -20090930.000000 Penalty: 5823.074219
	Iteration 17Q: 3 clusters Score -2.009093e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 124691 members 
Entering Unmasked Estep 
Score: -20091016.000000 Penalty: 5823.074219
	Iteration 18Q: 3 clusters Score -2.009102e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 124754 members 
Entering Unmasked Estep 
Score: -20091092.000000 Penalty: 5823.074219
	Iteration 19Q: 3 clusters Score -2.009109e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 124796 members 
Entering Unmasked Estep 
Score: -20091114.000000 Penalty: 5823.074219
	Iteration 20F: 3 clusters Score -2.009111e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 124823 members 
Entering Unmasked Estep 
Score: -20091152.000000 Penalty: 5823.074219
	Iteration 21Q: 3 clusters Score -2.009115e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 124849 members 
Entering Unmasked Estep 
Score: -20091172.000000 Penalty: 5823.074219
	Iteration 22Q: 3 clusters Score -2.009117e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 124865 members 
Entering Unmasked Estep 
Score: -20091172.000000 Penalty: 5823.074219
	Iteration 23Q: 3 clusters Score -2.009117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 124872 members 
Entering Unmasked Estep 
Score: -20091188.000000 Penalty: 5823.074219
	Iteration 24Q: 3 clusters Score -2.009119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 124882 members 
Entering Unmasked Estep 
Score: -20091184.000000 Penalty: 5823.074219
	Iteration 25Q: 3 clusters Score -2.009118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 124887 members 
Entering Unmasked Estep 
Score: -20091186.000000 Penalty: 5823.074219
	Iteration 26Q: 3 clusters Score -2.009119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 124887 members 
Entering Unmasked Estep 
Score: -20091192.000000 Penalty: 5823.074219
	Iteration 27Q: 3 clusters Score -2.009119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 124888 members 
Entering Unmasked Estep 
Score: -20091188.000000 Penalty: 5823.074219
	Iteration 28Q: 3 clusters Score -2.009119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 124886 members 
Entering Unmasked Estep 
Score: -20091196.000000 Penalty: 5823.074219
	Iteration 29Q: 3 clusters Score -2.00912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 124886 members 
Entering Unmasked Estep 
Score: -20091200.000000 Penalty: 5823.074219
	Iteration 30Q: 3 clusters Score -2.00912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 124888 members 
Entering Unmasked Estep 
Score: -20091192.000000 Penalty: 5823.074219
	Iteration 31Q: 3 clusters Score -2.009119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 124891 members 
Entering Unmasked Estep 
Score: -20091216.000000 Penalty: 5823.074219
	Iteration 32Q: 3 clusters Score -2.009122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 124887 members 
Entering Unmasked Estep 
Score: -20091202.000000 Penalty: 5823.074219
	Iteration 33Q: 3 clusters Score -2.00912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 124889 members 
Entering Unmasked Estep 
Score: -20091204.000000 Penalty: 5823.074219
	Iteration 34Q: 3 clusters Score -2.00912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 124891 members 
Entering Unmasked Estep 
Score: -20091214.000000 Penalty: 5823.074219
	Iteration 35Q: 3 clusters Score -2.009121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 124894 members 
Entering Unmasked Estep 
Score: -20091220.000000 Penalty: 5823.074219
	Iteration 36Q: 3 clusters Score -2.009122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 124895 members 
Entering Unmasked Estep 
Score: -20091218.000000 Penalty: 5823.074219
	Iteration 37Q: 3 clusters Score -2.009122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 124894 members 
Entering Unmasked Estep 
Score: -20091212.000000 Penalty: 5823.074219
	Iteration 38Q: 3 clusters Score -2.009121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 124893 members 
Entering Unmasked Estep 
Score: -20091220.000000 Penalty: 5823.074219
	Iteration 39Q: 3 clusters Score -2.009122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 124893 members 
Entering Unmasked Estep 
Score: -20091220.000000 Penalty: 5823.074219
	Iteration 40F: 3 clusters Score -2.009122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Entering Unmasked Estep 
Score: -1723813.500000 Penalty: 2310.581299
	Iteration 0F: 2 clusters Score -1723814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1715418.625000 Penalty: 4621.162598
	Iteration 0F: 3 clusters Score -1715419 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1718033.750000 Penalty: 4621.162598
	Iteration 1F: 3 clusters Score -1718034 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1718549.750000 Penalty: 4621.162598
	Iteration 2F: 3 clusters Score -1718550 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1719101.250000 Penalty: 4621.162598
	Iteration 3F: 3 clusters Score -1719101 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1719682.625000 Penalty: 4621.162598
	Iteration 4F: 3 clusters Score -1719683 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1720208.750000 Penalty: 4621.162598
	Iteration 5F: 3 clusters Score -1720209 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1720622.375000 Penalty: 4621.162598
	Iteration 6F: 3 clusters Score -1720622 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1720955.375000 Penalty: 4621.162598
	Iteration 7Q: 3 clusters Score -1720955 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1721184.000000 Penalty: 4621.162598
	Iteration 8Q: 3 clusters Score -1721184 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1721320.625000 Penalty: 4621.162598
	Iteration 9Q: 3 clusters Score -1721321 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1721412.250000 Penalty: 4621.162598
	Iteration 10Q: 3 clusters Score -1721412 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1721480.375000 Penalty: 4621.162598
	Iteration 11Q: 3 clusters Score -1721480 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1721523.000000 Penalty: 4621.162598
	Iteration 12Q: 3 clusters Score -1721523 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1721558.625000 Penalty: 4621.162598
	Iteration 13Q: 3 clusters Score -1721559 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1721593.000000 Penalty: 4621.162598
	Iteration 14Q: 3 clusters Score -1721593 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1721621.250000 Penalty: 4621.162598
	Iteration 15Q: 3 clusters Score -1721621 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1721637.875000 Penalty: 4621.162598
	Iteration 16Q: 3 clusters Score -1721638 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1721644.000000 Penalty: 4621.162598
	Iteration 17Q: 3 clusters Score -1721644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1721648.750000 Penalty: 4621.162598
	Iteration 18Q: 3 clusters Score -1721649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1721660.875000 Penalty: 4621.162598
	Iteration 19Q: 3 clusters Score -1721661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1721666.000000 Penalty: 4621.162598
	Iteration 20F: 3 clusters Score -1721666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1721666.375000 Penalty: 4621.162598
	Iteration 21Q: 3 clusters Score -1721666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1721675.625000 Penalty: 4621.162598
	Iteration 22Q: 3 clusters Score -1721676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1721670.125000 Penalty: 4621.162598
	Iteration 23Q: 3 clusters Score -1721670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1721679.625000 Penalty: 4621.162598
	Iteration 24Q: 3 clusters Score -1721680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1721683.125000 Penalty: 4621.162598
	Iteration 25Q: 3 clusters Score -1721683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1721685.625000 Penalty: 4621.162598
	Iteration 26Q: 3 clusters Score -1721686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1721684.750000 Penalty: 4621.162598
	Iteration 27Q: 3 clusters Score -1721685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1721687.500000 Penalty: 4621.162598
	Iteration 28Q: 3 clusters Score -1721688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1721689.375000 Penalty: 4621.162598
	Iteration 29Q: 3 clusters Score -1721689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1721691.000000 Penalty: 4621.162598
	Iteration 30Q: 3 clusters Score -1721691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1721694.375000 Penalty: 4621.162598
	Iteration 31Q: 3 clusters Score -1721694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1721697.000000 Penalty: 4621.162598
	Iteration 32Q: 3 clusters Score -1721697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1721703.625000 Penalty: 4621.162598
	Iteration 33Q: 3 clusters Score -1721704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1721708.500000 Penalty: 4621.162598
	Iteration 34Q: 3 clusters Score -1721708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1721707.750000 Penalty: 4621.162598
	Iteration 35Q: 3 clusters Score -1721708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1721711.000000 Penalty: 4621.162598
	Iteration 36Q: 3 clusters Score -1721711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1721717.000000 Penalty: 4621.162598
	Iteration 37Q: 3 clusters Score -1721717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1721720.250000 Penalty: 4621.162598
	Iteration 38Q: 3 clusters Score -1721720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1721721.750000 Penalty: 4621.162598
	Iteration 39Q: 3 clusters Score -1721722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1721725.875000 Penalty: 4621.162598
	Iteration 40F: 3 clusters Score -1721726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1721727.625000 Penalty: 4621.162598
	Iteration 41Q: 3 clusters Score -1721728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1721734.000000 Penalty: 4621.162598
	Iteration 42Q: 3 clusters Score -1721734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1721740.875000 Penalty: 4621.162598
	Iteration 43Q: 3 clusters Score -1721741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1721751.875000 Penalty: 4621.162598
	Iteration 44Q: 3 clusters Score -1721752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1721756.750000 Penalty: 4621.162598
	Iteration 45Q: 3 clusters Score -1721757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1721758.375000 Penalty: 4621.162598
	Iteration 46Q: 3 clusters Score -1721758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1721757.500000 Penalty: 4621.162598
	Iteration 47Q: 3 clusters Score -1721758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1721760.250000 Penalty: 4621.162598
	Iteration 48Q: 3 clusters Score -1721760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1721760.875000 Penalty: 4621.162598
	Iteration 49Q: 3 clusters Score -1721761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1721767.500000 Penalty: 4621.162598
	Iteration 50Q: 3 clusters Score -1721768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1721767.500000 Penalty: 4621.162598
	Iteration 51Q: 3 clusters Score -1721768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1721767.125000 Penalty: 4621.162598
	Iteration 52Q: 3 clusters Score -1721767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1721766.000000 Penalty: 4621.162598
	Iteration 53Q: 3 clusters Score -1721766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1721769.375000 Penalty: 4621.162598
	Iteration 54Q: 3 clusters Score -1721769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1721767.750000 Penalty: 4621.162598
	Iteration 55Q: 3 clusters Score -1721768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1721773.000000 Penalty: 4621.162598
	Iteration 56Q: 3 clusters Score -1721773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1721774.500000 Penalty: 4621.162598
	Iteration 57Q: 3 clusters Score -1721774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1721772.875000 Penalty: 4621.162598
	Iteration 58Q: 3 clusters Score -1721773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1721773.125000 Penalty: 4621.162598
	Iteration 59Q: 3 clusters Score -1721773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1721774.625000 Penalty: 4621.162598
	Iteration 60F: 3 clusters Score -1721775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (52950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Entering Unmasked Estep 
Score: -8320924.000000 Penalty: 2697.521729
	Iteration 0F: 2 clusters Score -8320924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -8285304.500000 Penalty: 5395.043457
	Iteration 0F: 3 clusters Score -8285304 nChanged 24438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -8299088.000000 Penalty: 5395.043457
	Iteration 1F: 3 clusters Score -8299088 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -8299771.000000 Penalty: 5395.043457
	Iteration 2Q: 3 clusters Score -8299771 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -8300745.000000 Penalty: 5395.043457
	Iteration 3Q: 3 clusters Score -8300745 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -8302183.500000 Penalty: 5395.043457
	Iteration 4F: 3 clusters Score -8302184 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -8304608.500000 Penalty: 5395.043457
	Iteration 5F: 3 clusters Score -8304608 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -8308206.000000 Penalty: 5395.043457
	Iteration 6F: 3 clusters Score -8308206 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -8312419.500000 Penalty: 5395.043457
	Iteration 7F: 3 clusters Score -8312420 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -8315603.000000 Penalty: 5395.043457
	Iteration 8F: 3 clusters Score -8315603 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -8317254.500000 Penalty: 5395.043457
	Iteration 9Q: 3 clusters Score -8317254 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -8317907.000000 Penalty: 5395.043457
	Iteration 10Q: 3 clusters Score -8317907 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -8318205.500000 Penalty: 5395.043457
	Iteration 11Q: 3 clusters Score -8318206 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -8318327.000000 Penalty: 5395.043457
	Iteration 12Q: 3 clusters Score -8318327 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -8318386.500000 Penalty: 5395.043457
	Iteration 13Q: 3 clusters Score -8318386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -8318425.000000 Penalty: 5395.043457
	Iteration 14Q: 3 clusters Score -8318425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -8318447.000000 Penalty: 5395.043457
	Iteration 15Q: 3 clusters Score -8318447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -8318468.000000 Penalty: 5395.043457
	Iteration 16Q: 3 clusters Score -8318468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -8318492.500000 Penalty: 5395.043457
	Iteration 17Q: 3 clusters Score -8318492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -8318525.500000 Penalty: 5395.043457
	Iteration 18Q: 3 clusters Score -8318526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -8318542.000000 Penalty: 5395.043457
	Iteration 19Q: 3 clusters Score -8318542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -8318565.500000 Penalty: 5395.043457
	Iteration 20F: 3 clusters Score -8318566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -8318568.500000 Penalty: 5395.043457
	Iteration 21Q: 3 clusters Score -8318568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -8318570.000000 Penalty: 5395.043457
	Iteration 22Q: 3 clusters Score -8318570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -8318572.000000 Penalty: 5395.043457
	Iteration 23Q: 3 clusters Score -8318572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -8318581.500000 Penalty: 5395.043457
	Iteration 24Q: 3 clusters Score -8318582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -8318586.000000 Penalty: 5395.043457
	Iteration 25Q: 3 clusters Score -8318586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -8318591.000000 Penalty: 5395.043457
	Iteration 26Q: 3 clusters Score -8318591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -8318600.000000 Penalty: 5395.043457
	Iteration 27Q: 3 clusters Score -8318600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -8318605.500000 Penalty: 5395.043457
	Iteration 28Q: 3 clusters Score -8318606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -8318605.500000 Penalty: 5395.043457
	Iteration 29Q: 3 clusters Score -8318606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -8318603.500000 Penalty: 5395.043457
	Iteration 30Q: 3 clusters Score -8318604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -8318609.500000 Penalty: 5395.043457
	Iteration 31Q: 3 clusters Score -8318610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -8318610.500000 Penalty: 5395.043457
	Iteration 32Q: 3 clusters Score -8318610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -8318610.500000 Penalty: 5395.043457
	Iteration 33F: 3 clusters Score -8318610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Entering Unmasked Estep 
Score: -985995.187500 Penalty: 2172.164062
	Iteration 0F: 2 clusters Score -985995.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -980687.062500 Penalty: 4344.328125
	Iteration 0F: 3 clusters Score -980687.1 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -982134.750000 Penalty: 4344.328125
	Iteration 1F: 3 clusters Score -982134.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -982484.875000 Penalty: 4344.328125
	Iteration 2F: 3 clusters Score -982484.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -982805.000000 Penalty: 4344.328125
	Iteration 3F: 3 clusters Score -982805 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -983028.375000 Penalty: 4344.328125
	Iteration 4F: 3 clusters Score -983028.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -983216.750000 Penalty: 4344.328125
	Iteration 5Q: 3 clusters Score -983216.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -983393.437500 Penalty: 4344.328125
	Iteration 6Q: 3 clusters Score -983393.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -983538.687500 Penalty: 4344.328125
	Iteration 7Q: 3 clusters Score -983538.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -983672.937500 Penalty: 4344.328125
	Iteration 8Q: 3 clusters Score -983672.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -983783.812500 Penalty: 4344.328125
	Iteration 9Q: 3 clusters Score -983783.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -983847.125000 Penalty: 4344.328125
	Iteration 10Q: 3 clusters Score -983847.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -983891.812500 Penalty: 4344.328125
	Iteration 11Q: 3 clusters Score -983891.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -983934.812500 Penalty: 4344.328125
	Iteration 12Q: 3 clusters Score -983934.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -983965.937500 Penalty: 4344.328125
	Iteration 13Q: 3 clusters Score -983965.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -983986.125000 Penalty: 4344.328125
	Iteration 14Q: 3 clusters Score -983986.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -984002.187500 Penalty: 4344.328125
	Iteration 15Q: 3 clusters Score -984002.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -984015.812500 Penalty: 4344.328125
	Iteration 16Q: 3 clusters Score -984015.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -984026.187500 Penalty: 4344.328125
	Iteration 17Q: 3 clusters Score -984026.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -984034.812500 Penalty: 4344.328125
	Iteration 18Q: 3 clusters Score -984034.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -984043.562500 Penalty: 4344.328125
	Iteration 19Q: 3 clusters Score -984043.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -984051.875000 Penalty: 4344.328125
	Iteration 20F: 3 clusters Score -984051.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -984059.750000 Penalty: 4344.328125
	Iteration 21Q: 3 clusters Score -984059.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -984063.937500 Penalty: 4344.328125
	Iteration 22Q: 3 clusters Score -984063.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -984066.437500 Penalty: 4344.328125
	Iteration 23Q: 3 clusters Score -984066.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -984070.000000 Penalty: 4344.328125
	Iteration 24Q: 3 clusters Score -984070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -984073.937500 Penalty: 4344.328125
	Iteration 25Q: 3 clusters Score -984073.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -984075.750000 Penalty: 4344.328125
	Iteration 26Q: 3 clusters Score -984075.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -984077.687500 Penalty: 4344.328125
	Iteration 27Q: 3 clusters Score -984077.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -984078.500000 Penalty: 4344.328125
	Iteration 28Q: 3 clusters Score -984078.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -984080.875000 Penalty: 4344.328125
	Iteration 29Q: 3 clusters Score -984080.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -984080.125000 Penalty: 4344.328125
	Iteration 30Q: 3 clusters Score -984080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -984082.625000 Penalty: 4344.328125
	Iteration 31Q: 3 clusters Score -984082.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -984083.187500 Penalty: 4344.328125
	Iteration 32Q: 3 clusters Score -984083.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -984081.687500 Penalty: 4344.328125
	Iteration 33Q: 3 clusters Score -984081.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -984082.375000 Penalty: 4344.328125
	Iteration 34Q: 3 clusters Score -984082.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -984085.875000 Penalty: 4344.328125
	Iteration 35Q: 3 clusters Score -984085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -984085.812500 Penalty: 4344.328125
	Iteration 36Q: 3 clusters Score -984085.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -984085.812500 Penalty: 4344.328125
	Iteration 37F: 3 clusters Score -984085.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Entering Unmasked Estep 
Score: -673941.500000 Penalty: 2068.433105
	Iteration 0F: 2 clusters Score -673941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -669982.937500 Penalty: 4136.866211
	Iteration 0F: 3 clusters Score -669982.9 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -670931.750000 Penalty: 4136.866211
	Iteration 1F: 3 clusters Score -670931.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -671180.875000 Penalty: 4136.866211
	Iteration 2F: 3 clusters Score -671180.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -671390.062500 Penalty: 4136.866211
	Iteration 3F: 3 clusters Score -671390.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -671575.375000 Penalty: 4136.866211
	Iteration 4Q: 3 clusters Score -671575.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -671773.062500 Penalty: 4136.866211
	Iteration 5Q: 3 clusters Score -671773.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -671944.937500 Penalty: 4136.866211
	Iteration 6Q: 3 clusters Score -671944.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -672121.437500 Penalty: 4136.866211
	Iteration 7Q: 3 clusters Score -672121.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -672271.750000 Penalty: 4136.866211
	Iteration 8Q: 3 clusters Score -672271.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -672430.375000 Penalty: 4136.866211
	Iteration 9Q: 3 clusters Score -672430.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -672571.812500 Penalty: 4136.866211
	Iteration 10Q: 3 clusters Score -672571.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -672746.000000 Penalty: 4136.866211
	Iteration 11Q: 3 clusters Score -672746 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -672900.625000 Penalty: 4136.866211
	Iteration 12Q: 3 clusters Score -672900.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -673033.562500 Penalty: 4136.866211
	Iteration 13Q: 3 clusters Score -673033.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -673132.062500 Penalty: 4136.866211
	Iteration 14Q: 3 clusters Score -673132.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -673206.500000 Penalty: 4136.866211
	Iteration 15Q: 3 clusters Score -673206.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -673270.562500 Penalty: 4136.866211
	Iteration 16Q: 3 clusters Score -673270.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -673323.625000 Penalty: 4136.866211
	Iteration 17Q: 3 clusters Score -673323.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -673343.125000 Penalty: 4136.866211
	Iteration 18Q: 3 clusters Score -673343.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -673350.812500 Penalty: 4136.866211
	Iteration 19Q: 3 clusters Score -673350.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -673354.875000 Penalty: 4136.866211
	Iteration 20F: 3 clusters Score -673354.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -673361.875000 Penalty: 4136.866211
	Iteration 21Q: 3 clusters Score -673361.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -673367.437500 Penalty: 4136.866211
	Iteration 22Q: 3 clusters Score -673367.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -673375.375000 Penalty: 4136.866211
	Iteration 23Q: 3 clusters Score -673375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -673378.312500 Penalty: 4136.866211
	Iteration 24Q: 3 clusters Score -673378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -673378.750000 Penalty: 4136.866211
	Iteration 25Q: 3 clusters Score -673378.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -673378.750000 Penalty: 4136.866211
	Iteration 26F: 3 clusters Score -673378.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Entering Unmasked Estep 
Score: -489001.750000 Penalty: 2001.739746
	Iteration 0F: 2 clusters Score -489001.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -485609.156250 Penalty: 4003.479492
	Iteration 0F: 3 clusters Score -485609.2 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -486335.500000 Penalty: 4003.479492
	Iteration 1F: 3 clusters Score -486335.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -486525.750000 Penalty: 4003.479492
	Iteration 2F: 3 clusters Score -486525.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -486679.625000 Penalty: 4003.479492
	Iteration 3F: 3 clusters Score -486679.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -486808.250000 Penalty: 4003.479492
	Iteration 4Q: 3 clusters Score -486808.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -486928.843750 Penalty: 4003.479492
	Iteration 5Q: 3 clusters Score -486928.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -487021.656250 Penalty: 4003.479492
	Iteration 6Q: 3 clusters Score -487021.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -487115.875000 Penalty: 4003.479492
	Iteration 7Q: 3 clusters Score -487115.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -487202.562500 Penalty: 4003.479492
	Iteration 8Q: 3 clusters Score -487202.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -487269.375000 Penalty: 4003.479492
	Iteration 9Q: 3 clusters Score -487269.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -487340.906250 Penalty: 4003.479492
	Iteration 10Q: 3 clusters Score -487340.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -487407.562500 Penalty: 4003.479492
	Iteration 11Q: 3 clusters Score -487407.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -487477.218750 Penalty: 4003.479492
	Iteration 12Q: 3 clusters Score -487477.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -487548.781250 Penalty: 4003.479492
	Iteration 13Q: 3 clusters Score -487548.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -487639.593750 Penalty: 4003.479492
	Iteration 14Q: 3 clusters Score -487639.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -487715.968750 Penalty: 4003.479492
	Iteration 15Q: 3 clusters Score -487716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -487773.750000 Penalty: 4003.479492
	Iteration 16Q: 3 clusters Score -487773.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -487832.062500 Penalty: 4003.479492
	Iteration 17Q: 3 clusters Score -487832.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -487874.937500 Penalty: 4003.479492
	Iteration 18Q: 3 clusters Score -487874.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -487903.562500 Penalty: 4003.479492
	Iteration 19Q: 3 clusters Score -487903.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -487921.968750 Penalty: 4003.479492
	Iteration 20F: 3 clusters Score -487922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -487934.062500 Penalty: 4003.479492
	Iteration 21Q: 3 clusters Score -487934.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -487939.031250 Penalty: 4003.479492
	Iteration 22Q: 3 clusters Score -487939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -487943.281250 Penalty: 4003.479492
	Iteration 23Q: 3 clusters Score -487943.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -487946.750000 Penalty: 4003.479492
	Iteration 24Q: 3 clusters Score -487946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -487946.593750 Penalty: 4003.479492
	Iteration 25Q: 3 clusters Score -487946.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -487947.687500 Penalty: 4003.479492
	Iteration 26Q: 3 clusters Score -487947.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -487948.000000 Penalty: 4003.479492
	Iteration 27Q: 3 clusters Score -487948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -487950.062500 Penalty: 4003.479492
	Iteration 28Q: 3 clusters Score -487950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -487951.031250 Penalty: 4003.479492
	Iteration 29Q: 3 clusters Score -487951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -487951.031250 Penalty: 4003.479492
	Iteration 30F: 3 clusters Score -487951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -99828.578125 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -99828.58 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 351 members 
Entering Unmasked Estep 
Score: -98159.585938 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -98159.59 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98505.796875 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -98505.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -98795.265625 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -98795.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -99037.726562 Penalty: 3248.626709
	Iteration 3F: 3 clusters Score -99037.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -99154.031250 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -99154.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99226.218750 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -99226.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99273.085938 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -99273.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99305.257812 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -99305.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99347.789062 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -99347.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -99388.164062 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -99388.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -99415.625000 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -99415.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -99439.382812 Penalty: 3248.626709
	Iteration 11Q: 3 clusters Score -99439.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -99468.187500 Penalty: 3248.626709
	Iteration 12Q: 3 clusters Score -99468.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99529.640625 Penalty: 3248.626709
	Iteration 13Q: 3 clusters Score -99529.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -99580.984375 Penalty: 3248.626709
	Iteration 14Q: 3 clusters Score -99580.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -99625.257812 Penalty: 3248.626709
	Iteration 15Q: 3 clusters Score -99625.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -99702.468750 Penalty: 3248.626709
	Iteration 16Q: 3 clusters Score -99702.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -99736.523438 Penalty: 3248.626709
	Iteration 17Q: 3 clusters Score -99736.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -99759.335938 Penalty: 3248.626709
	Iteration 18Q: 3 clusters Score -99759.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -99785.429688 Penalty: 3248.626709
	Iteration 19Q: 3 clusters Score -99785.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -99804.726562 Penalty: 3248.626709
	Iteration 20F: 3 clusters Score -99804.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -99848.531250 Penalty: 3248.626709
	Iteration 21Q: 3 clusters Score -99848.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -99888.921875 Penalty: 3248.626709
	Iteration 22Q: 3 clusters Score -99888.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -99910.953125 Penalty: 3248.626709
	Iteration 23Q: 3 clusters Score -99910.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -99944.148438 Penalty: 3248.626709
	Iteration 24Q: 3 clusters Score -99944.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -100002.718750 Penalty: 3248.626709
	Iteration 25Q: 3 clusters Score -100002.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -100024.890625 Penalty: 3248.626709
	Iteration 26Q: 3 clusters Score -100024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100044.929688 Penalty: 3248.626709
	Iteration 27Q: 3 clusters Score -100044.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -100105.632812 Penalty: 3248.626709
	Iteration 28Q: 3 clusters Score -100105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -100209.695312 Penalty: 3248.626709
	Iteration 29Q: 3 clusters Score -100209.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -100237.929688 Penalty: 3248.626709
	Iteration 30Q: 3 clusters Score -100237.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -100237.929688 Penalty: 3248.626709
	Iteration 31F: 3 clusters Score -100237.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5774 members 
Mstep: Class 3 contains 5895 members 
Mstep: Class 4 contains 12253 members 
Mstep: Class 5 contains 41154 members 
Mstep: Class 6 contains 6348 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 6997 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8886 members 
Mstep: Class 12 contains 2268 members 
Mstep: Class 13 contains 37052 members 
Mstep: Class 14 contains 27548 members 
Mstep: Class 15 contains 14956 members 
Mstep: Class 16 contains 65500 members 
Mstep: Class 17 contains 3229 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13750 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 124002 members 
Mstep: Class 24 contains 32992 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 9909 members 
Mstep: Class 27 contains 10486 members 
Mstep: Class 28 contains 4092 members 
Mstep: Class 29 contains 125501 members 
Mstep: Class 30 contains 11124 members 
Mstep: Class 31 contains 52950 members 
Mstep: Class 32 contains 6366 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 3202 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 21201 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5058 members 
Mstep: Class 39 contains 6436 members 
Mstep: Class 40 contains 44024 members 
Mstep: Class 41 contains 1955 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8268 members 
Mstep: Class 44 contains 10258 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
Score: -122537672.000000 Penalty: 151704.765625
Splitting cluster 35 changes total score from -122537080.000000 to -122537672.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 36 (21201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Entering Unmasked Estep 
Score: -3341073.500000 Penalty: 2470.527344
	Iteration 0F: 2 clusters Score -3341074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3326191.250000 Penalty: 4941.054688
	Iteration 0F: 3 clusters Score -3326191 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -3331396.250000 Penalty: 4941.054688
	Iteration 1F: 3 clusters Score -3331396 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3332025.750000 Penalty: 4941.054688
	Iteration 2F: 3 clusters Score -3332026 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3332729.000000 Penalty: 4941.054688
	Iteration 3F: 3 clusters Score -3332729 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3333594.250000 Penalty: 4941.054688
	Iteration 4F: 3 clusters Score -3333594 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3334540.250000 Penalty: 4941.054688
	Iteration 5F: 3 clusters Score -3334540 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3335466.750000 Penalty: 4941.054688
	Iteration 6F: 3 clusters Score -3335467 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3336132.750000 Penalty: 4941.054688
	Iteration 7F: 3 clusters Score -3336133 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3336607.250000 Penalty: 4941.054688
	Iteration 8Q: 3 clusters Score -3336607 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3336897.250000 Penalty: 4941.054688
	Iteration 9Q: 3 clusters Score -3336897 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -3337115.000000 Penalty: 4941.054688
	Iteration 10Q: 3 clusters Score -3337115 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -3337298.750000 Penalty: 4941.054688
	Iteration 11Q: 3 clusters Score -3337299 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3337444.750000 Penalty: 4941.054688
	Iteration 12Q: 3 clusters Score -3337445 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3337576.250000 Penalty: 4941.054688
	Iteration 13Q: 3 clusters Score -3337576 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3337691.750000 Penalty: 4941.054688
	Iteration 14Q: 3 clusters Score -3337692 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -3337822.750000 Penalty: 4941.054688
	Iteration 15Q: 3 clusters Score -3337823 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -3337942.000000 Penalty: 4941.054688
	Iteration 16Q: 3 clusters Score -3337942 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -3338053.750000 Penalty: 4941.054688
	Iteration 17Q: 3 clusters Score -3338054 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3338154.500000 Penalty: 4941.054688
	Iteration 18Q: 3 clusters Score -3338154 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -3338259.750000 Penalty: 4941.054688
	Iteration 19Q: 3 clusters Score -3338260 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3338333.250000 Penalty: 4941.054688
	Iteration 20F: 3 clusters Score -3338333 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -3338433.750000 Penalty: 4941.054688
	Iteration 21Q: 3 clusters Score -3338434 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -3338512.000000 Penalty: 4941.054688
	Iteration 22Q: 3 clusters Score -3338512 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3338590.000000 Penalty: 4941.054688
	Iteration 23Q: 3 clusters Score -3338590 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -3338647.750000 Penalty: 4941.054688
	Iteration 24Q: 3 clusters Score -3338648 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -3338715.750000 Penalty: 4941.054688
	Iteration 25Q: 3 clusters Score -3338716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3338760.500000 Penalty: 4941.054688
	Iteration 26Q: 3 clusters Score -3338760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3338796.250000 Penalty: 4941.054688
	Iteration 27Q: 3 clusters Score -3338796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -3338825.250000 Penalty: 4941.054688
	Iteration 28Q: 3 clusters Score -3338825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3338847.000000 Penalty: 4941.054688
	Iteration 29Q: 3 clusters Score -3338847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -3338863.500000 Penalty: 4941.054688
	Iteration 30Q: 3 clusters Score -3338864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -3338881.250000 Penalty: 4941.054688
	Iteration 31Q: 3 clusters Score -3338881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -3338892.000000 Penalty: 4941.054688
	Iteration 32Q: 3 clusters Score -3338892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3338896.750000 Penalty: 4941.054688
	Iteration 33Q: 3 clusters Score -3338897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3338911.000000 Penalty: 4941.054688
	Iteration 34Q: 3 clusters Score -3338911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -3338917.250000 Penalty: 4941.054688
	Iteration 35Q: 3 clusters Score -3338917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3338932.500000 Penalty: 4941.054688
	Iteration 36Q: 3 clusters Score -3338932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -3338937.750000 Penalty: 4941.054688
	Iteration 37Q: 3 clusters Score -3338938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3338944.500000 Penalty: 4941.054688
	Iteration 38Q: 3 clusters Score -3338944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -3338946.750000 Penalty: 4941.054688
	Iteration 39Q: 3 clusters Score -3338947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -3338949.250000 Penalty: 4941.054688
	Iteration 40F: 3 clusters Score -3338949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -3338954.500000 Penalty: 4941.054688
	Iteration 41Q: 3 clusters Score -3338954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -3338954.250000 Penalty: 4941.054688
	Iteration 42Q: 3 clusters Score -3338954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -3338952.250000 Penalty: 4941.054688
	Iteration 43Q: 3 clusters Score -3338952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -3338958.500000 Penalty: 4941.054688
	Iteration 44Q: 3 clusters Score -3338958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -3338958.250000 Penalty: 4941.054688
	Iteration 45Q: 3 clusters Score -3338958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -3338958.250000 Penalty: 4941.054688
	Iteration 46F: 3 clusters Score -3338958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -88747.421875 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -88747.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87143.875000 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -87143.88 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -87397.585938 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -87397.59 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87587.390625 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -87587.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87715.578125 Penalty: 3193.917725
	Iteration 3F: 3 clusters Score -87715.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -87809.156250 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -87809.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -87869.367188 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -87869.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -87952.140625 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -87952.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -88013.226562 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -88013.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88093.593750 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -88093.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -88114.390625 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -88114.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -88123.421875 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -88123.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88128.679688 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -88128.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88134.507812 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -88134.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88138.984375 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -88138.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88138.984375 Penalty: 3193.917725
	Iteration 14F: 3 clusters Score -88138.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Entering Unmasked Estep 
Score: -757222.875000 Penalty: 2115.124268
	Iteration 0F: 2 clusters Score -757222.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -752658.812500 Penalty: 4230.248535
	Iteration 0F: 3 clusters Score -752658.8 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -753799.000000 Penalty: 4230.248535
	Iteration 1F: 3 clusters Score -753799 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -754013.875000 Penalty: 4230.248535
	Iteration 2F: 3 clusters Score -754013.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -754146.812500 Penalty: 4230.248535
	Iteration 3F: 3 clusters Score -754146.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -754224.000000 Penalty: 4230.248535
	Iteration 4Q: 3 clusters Score -754224 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -754281.250000 Penalty: 4230.248535
	Iteration 5Q: 3 clusters Score -754281.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -754330.062500 Penalty: 4230.248535
	Iteration 6Q: 3 clusters Score -754330.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -754370.687500 Penalty: 4230.248535
	Iteration 7Q: 3 clusters Score -754370.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -754406.000000 Penalty: 4230.248535
	Iteration 8Q: 3 clusters Score -754406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -754437.812500 Penalty: 4230.248535
	Iteration 9Q: 3 clusters Score -754437.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -754463.562500 Penalty: 4230.248535
	Iteration 10Q: 3 clusters Score -754463.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -754481.812500 Penalty: 4230.248535
	Iteration 11Q: 3 clusters Score -754481.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -754497.625000 Penalty: 4230.248535
	Iteration 12Q: 3 clusters Score -754497.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -754513.125000 Penalty: 4230.248535
	Iteration 13Q: 3 clusters Score -754513.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -754532.125000 Penalty: 4230.248535
	Iteration 14Q: 3 clusters Score -754532.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -754551.812500 Penalty: 4230.248535
	Iteration 15Q: 3 clusters Score -754551.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -754567.500000 Penalty: 4230.248535
	Iteration 16Q: 3 clusters Score -754567.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -754580.562500 Penalty: 4230.248535
	Iteration 17Q: 3 clusters Score -754580.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -754589.687500 Penalty: 4230.248535
	Iteration 18Q: 3 clusters Score -754589.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -754601.500000 Penalty: 4230.248535
	Iteration 19Q: 3 clusters Score -754601.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -754610.437500 Penalty: 4230.248535
	Iteration 20F: 3 clusters Score -754610.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -754621.125000 Penalty: 4230.248535
	Iteration 21Q: 3 clusters Score -754621.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -754632.500000 Penalty: 4230.248535
	Iteration 22Q: 3 clusters Score -754632.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -754640.375000 Penalty: 4230.248535
	Iteration 23Q: 3 clusters Score -754640.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -754645.000000 Penalty: 4230.248535
	Iteration 24Q: 3 clusters Score -754645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -754652.937500 Penalty: 4230.248535
	Iteration 25Q: 3 clusters Score -754652.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -754660.500000 Penalty: 4230.248535
	Iteration 26Q: 3 clusters Score -754660.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -754667.000000 Penalty: 4230.248535
	Iteration 27Q: 3 clusters Score -754667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -754675.125000 Penalty: 4230.248535
	Iteration 28Q: 3 clusters Score -754675.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -754686.875000 Penalty: 4230.248535
	Iteration 29Q: 3 clusters Score -754686.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -754694.250000 Penalty: 4230.248535
	Iteration 30Q: 3 clusters Score -754694.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -754703.625000 Penalty: 4230.248535
	Iteration 31Q: 3 clusters Score -754703.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -754709.312500 Penalty: 4230.248535
	Iteration 32Q: 3 clusters Score -754709.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -754712.500000 Penalty: 4230.248535
	Iteration 33Q: 3 clusters Score -754712.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -754720.250000 Penalty: 4230.248535
	Iteration 34Q: 3 clusters Score -754720.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -754728.000000 Penalty: 4230.248535
	Iteration 35Q: 3 clusters Score -754728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -754735.937500 Penalty: 4230.248535
	Iteration 36Q: 3 clusters Score -754735.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -754751.062500 Penalty: 4230.248535
	Iteration 37Q: 3 clusters Score -754751.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -754764.812500 Penalty: 4230.248535
	Iteration 38Q: 3 clusters Score -754764.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -754786.125000 Penalty: 4230.248535
	Iteration 39Q: 3 clusters Score -754786.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -754812.562500 Penalty: 4230.248535
	Iteration 40F: 3 clusters Score -754812.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -754838.750000 Penalty: 4230.248535
	Iteration 41Q: 3 clusters Score -754838.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -754863.750000 Penalty: 4230.248535
	Iteration 42Q: 3 clusters Score -754863.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -754889.312500 Penalty: 4230.248535
	Iteration 43Q: 3 clusters Score -754889.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -754921.187500 Penalty: 4230.248535
	Iteration 44Q: 3 clusters Score -754921.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -754947.625000 Penalty: 4230.248535
	Iteration 45Q: 3 clusters Score -754947.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -754965.562500 Penalty: 4230.248535
	Iteration 46Q: 3 clusters Score -754965.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -754983.500000 Penalty: 4230.248535
	Iteration 47Q: 3 clusters Score -754983.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -755003.437500 Penalty: 4230.248535
	Iteration 48Q: 3 clusters Score -755003.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -755027.125000 Penalty: 4230.248535
	Iteration 49Q: 3 clusters Score -755027.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -755052.812500 Penalty: 4230.248535
	Iteration 50Q: 3 clusters Score -755052.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -755080.875000 Penalty: 4230.248535
	Iteration 51Q: 3 clusters Score -755080.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -755103.125000 Penalty: 4230.248535
	Iteration 52Q: 3 clusters Score -755103.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -755121.000000 Penalty: 4230.248535
	Iteration 53Q: 3 clusters Score -755121 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -755141.250000 Penalty: 4230.248535
	Iteration 54Q: 3 clusters Score -755141.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -755154.687500 Penalty: 4230.248535
	Iteration 55Q: 3 clusters Score -755154.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -755164.375000 Penalty: 4230.248535
	Iteration 56Q: 3 clusters Score -755164.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -755172.375000 Penalty: 4230.248535
	Iteration 57Q: 3 clusters Score -755172.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -755181.000000 Penalty: 4230.248535
	Iteration 58Q: 3 clusters Score -755181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -755186.625000 Penalty: 4230.248535
	Iteration 59Q: 3 clusters Score -755186.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -755194.187500 Penalty: 4230.248535
	Iteration 60F: 3 clusters Score -755194.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -755202.750000 Penalty: 4230.248535
	Iteration 61Q: 3 clusters Score -755202.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -755207.750000 Penalty: 4230.248535
	Iteration 62Q: 3 clusters Score -755207.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -755215.750000 Penalty: 4230.248535
	Iteration 63Q: 3 clusters Score -755215.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -755228.500000 Penalty: 4230.248535
	Iteration 64Q: 3 clusters Score -755228.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -755240.937500 Penalty: 4230.248535
	Iteration 65Q: 3 clusters Score -755240.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -755257.562500 Penalty: 4230.248535
	Iteration 66Q: 3 clusters Score -755257.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -755270.187500 Penalty: 4230.248535
	Iteration 67Q: 3 clusters Score -755270.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -755286.687500 Penalty: 4230.248535
	Iteration 68Q: 3 clusters Score -755286.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -755303.000000 Penalty: 4230.248535
	Iteration 69Q: 3 clusters Score -755303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -755315.812500 Penalty: 4230.248535
	Iteration 70Q: 3 clusters Score -755315.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -755334.500000 Penalty: 4230.248535
	Iteration 71Q: 3 clusters Score -755334.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -755351.625000 Penalty: 4230.248535
	Iteration 72Q: 3 clusters Score -755351.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -755363.750000 Penalty: 4230.248535
	Iteration 73Q: 3 clusters Score -755363.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -755371.937500 Penalty: 4230.248535
	Iteration 74Q: 3 clusters Score -755371.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -755384.375000 Penalty: 4230.248535
	Iteration 75Q: 3 clusters Score -755384.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -755399.750000 Penalty: 4230.248535
	Iteration 76Q: 3 clusters Score -755399.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -755419.625000 Penalty: 4230.248535
	Iteration 77Q: 3 clusters Score -755419.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -755434.000000 Penalty: 4230.248535
	Iteration 78Q: 3 clusters Score -755434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -755450.562500 Penalty: 4230.248535
	Iteration 79Q: 3 clusters Score -755450.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -755462.250000 Penalty: 4230.248535
	Iteration 80F: 3 clusters Score -755462.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -755475.187500 Penalty: 4230.248535
	Iteration 81Q: 3 clusters Score -755475.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -755482.375000 Penalty: 4230.248535
	Iteration 82Q: 3 clusters Score -755482.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -755485.687500 Penalty: 4230.248535
	Iteration 83Q: 3 clusters Score -755485.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -755489.187500 Penalty: 4230.248535
	Iteration 84Q: 3 clusters Score -755489.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -755492.875000 Penalty: 4230.248535
	Iteration 85Q: 3 clusters Score -755492.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -755497.687500 Penalty: 4230.248535
	Iteration 86Q: 3 clusters Score -755497.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -755504.375000 Penalty: 4230.248535
	Iteration 87Q: 3 clusters Score -755504.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -755512.125000 Penalty: 4230.248535
	Iteration 88Q: 3 clusters Score -755512.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -755515.125000 Penalty: 4230.248535
	Iteration 89Q: 3 clusters Score -755515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -755517.687500 Penalty: 4230.248535
	Iteration 90Q: 3 clusters Score -755517.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -755520.437500 Penalty: 4230.248535
	Iteration 91Q: 3 clusters Score -755520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -755522.875000 Penalty: 4230.248535
	Iteration 92Q: 3 clusters Score -755522.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -755524.937500 Penalty: 4230.248535
	Iteration 93Q: 3 clusters Score -755524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -755526.187500 Penalty: 4230.248535
	Iteration 94Q: 3 clusters Score -755526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -755526.187500 Penalty: 4230.248535
	Iteration 95F: 3 clusters Score -755526.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Entering Unmasked Estep 
Score: -904033.312500 Penalty: 2174.876465
	Iteration 0F: 2 clusters Score -904033.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -898685.000000 Penalty: 4349.752930
	Iteration 0F: 3 clusters Score -898685 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -900276.187500 Penalty: 4349.752930
	Iteration 1F: 3 clusters Score -900276.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -900824.125000 Penalty: 4349.752930
	Iteration 2F: 3 clusters Score -900824.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -901244.875000 Penalty: 4349.752930
	Iteration 3F: 3 clusters Score -901244.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -901564.875000 Penalty: 4349.752930
	Iteration 4F: 3 clusters Score -901564.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -901820.750000 Penalty: 4349.752930
	Iteration 5F: 3 clusters Score -901820.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -901994.125000 Penalty: 4349.752930
	Iteration 6Q: 3 clusters Score -901994.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -902130.937500 Penalty: 4349.752930
	Iteration 7Q: 3 clusters Score -902130.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -902245.000000 Penalty: 4349.752930
	Iteration 8Q: 3 clusters Score -902245 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -902333.250000 Penalty: 4349.752930
	Iteration 9Q: 3 clusters Score -902333.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -902408.875000 Penalty: 4349.752930
	Iteration 10Q: 3 clusters Score -902408.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -902476.312500 Penalty: 4349.752930
	Iteration 11Q: 3 clusters Score -902476.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -902525.250000 Penalty: 4349.752930
	Iteration 12Q: 3 clusters Score -902525.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -902567.625000 Penalty: 4349.752930
	Iteration 13Q: 3 clusters Score -902567.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -902608.187500 Penalty: 4349.752930
	Iteration 14Q: 3 clusters Score -902608.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -902636.812500 Penalty: 4349.752930
	Iteration 15Q: 3 clusters Score -902636.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -902664.000000 Penalty: 4349.752930
	Iteration 16Q: 3 clusters Score -902664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -902687.375000 Penalty: 4349.752930
	Iteration 17Q: 3 clusters Score -902687.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -902701.187500 Penalty: 4349.752930
	Iteration 18Q: 3 clusters Score -902701.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -902711.187500 Penalty: 4349.752930
	Iteration 19Q: 3 clusters Score -902711.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -902718.687500 Penalty: 4349.752930
	Iteration 20F: 3 clusters Score -902718.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -902722.187500 Penalty: 4349.752930
	Iteration 21Q: 3 clusters Score -902722.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -902723.875000 Penalty: 4349.752930
	Iteration 22Q: 3 clusters Score -902723.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -902727.875000 Penalty: 4349.752930
	Iteration 23Q: 3 clusters Score -902727.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -902732.000000 Penalty: 4349.752930
	Iteration 24Q: 3 clusters Score -902732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -902732.687500 Penalty: 4349.752930
	Iteration 25Q: 3 clusters Score -902732.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -902735.500000 Penalty: 4349.752930
	Iteration 26Q: 3 clusters Score -902735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -902735.625000 Penalty: 4349.752930
	Iteration 27Q: 3 clusters Score -902735.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -902739.187500 Penalty: 4349.752930
	Iteration 28Q: 3 clusters Score -902739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -902740.312500 Penalty: 4349.752930
	Iteration 29Q: 3 clusters Score -902740.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -902739.312500 Penalty: 4349.752930
	Iteration 30Q: 3 clusters Score -902739.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -902740.500000 Penalty: 4349.752930
	Iteration 31Q: 3 clusters Score -902740.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -902741.375000 Penalty: 4349.752930
	Iteration 32Q: 3 clusters Score -902741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -902744.687500 Penalty: 4349.752930
	Iteration 33Q: 3 clusters Score -902744.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -902744.437500 Penalty: 4349.752930
	Iteration 34Q: 3 clusters Score -902744.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -902745.312500 Penalty: 4349.752930
	Iteration 35Q: 3 clusters Score -902745.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -902745.500000 Penalty: 4349.752930
	Iteration 36Q: 3 clusters Score -902745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -902745.187500 Penalty: 4349.752930
	Iteration 37Q: 3 clusters Score -902745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -902746.062500 Penalty: 4349.752930
	Iteration 38Q: 3 clusters Score -902746.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -902745.812500 Penalty: 4349.752930
	Iteration 39Q: 3 clusters Score -902745.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -902745.812500 Penalty: 4349.752930
	Iteration 40F: 3 clusters Score -902745.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (44024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Entering Unmasked Estep 
Score: -6920922.000000 Penalty: 2651.737549
	Iteration 0F: 2 clusters Score -6920922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -6891136.500000 Penalty: 5303.475098
	Iteration 0F: 3 clusters Score -6891136 nChanged 20357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -6902534.000000 Penalty: 5303.475098
	Iteration 1F: 3 clusters Score -6902534 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -6903133.000000 Penalty: 5303.475098
	Iteration 2Q: 3 clusters Score -6903133 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -6903600.000000 Penalty: 5303.475098
	Iteration 3Q: 3 clusters Score -6903600 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -6904130.000000 Penalty: 5303.475098
	Iteration 4Q: 3 clusters Score -6904130 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -6904754.000000 Penalty: 5303.475098
	Iteration 5Q: 3 clusters Score -6904754 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -6905636.000000 Penalty: 5303.475098
	Iteration 6Q: 3 clusters Score -6905636 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -6906847.500000 Penalty: 5303.475098
	Iteration 7Q: 3 clusters Score -6906848 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -6908605.000000 Penalty: 5303.475098
	Iteration 8F: 3 clusters Score -6908605 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -6910823.500000 Penalty: 5303.475098
	Iteration 9F: 3 clusters Score -6910824 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -6913024.500000 Penalty: 5303.475098
	Iteration 10F: 3 clusters Score -6913024 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -6914621.000000 Penalty: 5303.475098
	Iteration 11Q: 3 clusters Score -6914621 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -6915469.500000 Penalty: 5303.475098
	Iteration 12Q: 3 clusters Score -6915470 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -6915838.000000 Penalty: 5303.475098
	Iteration 13Q: 3 clusters Score -6915838 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -6916148.000000 Penalty: 5303.475098
	Iteration 14Q: 3 clusters Score -6916148 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -6916315.500000 Penalty: 5303.475098
	Iteration 15Q: 3 clusters Score -6916316 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -6916468.500000 Penalty: 5303.475098
	Iteration 16Q: 3 clusters Score -6916468 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -6916591.500000 Penalty: 5303.475098
	Iteration 17Q: 3 clusters Score -6916592 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -6916702.000000 Penalty: 5303.475098
	Iteration 18Q: 3 clusters Score -6916702 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -6916784.500000 Penalty: 5303.475098
	Iteration 19Q: 3 clusters Score -6916784 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -6916866.500000 Penalty: 5303.475098
	Iteration 20F: 3 clusters Score -6916866 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -6916928.000000 Penalty: 5303.475098
	Iteration 21Q: 3 clusters Score -6916928 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -6917021.500000 Penalty: 5303.475098
	Iteration 22Q: 3 clusters Score -6917022 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -6917091.500000 Penalty: 5303.475098
	Iteration 23Q: 3 clusters Score -6917092 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -6917135.500000 Penalty: 5303.475098
	Iteration 24Q: 3 clusters Score -6917136 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -6917165.500000 Penalty: 5303.475098
	Iteration 25Q: 3 clusters Score -6917166 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -6917221.500000 Penalty: 5303.475098
	Iteration 26Q: 3 clusters Score -6917222 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -6917264.000000 Penalty: 5303.475098
	Iteration 27Q: 3 clusters Score -6917264 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -6917313.500000 Penalty: 5303.475098
	Iteration 28Q: 3 clusters Score -6917314 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -6917351.500000 Penalty: 5303.475098
	Iteration 29Q: 3 clusters Score -6917352 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -6917416.500000 Penalty: 5303.475098
	Iteration 30Q: 3 clusters Score -6917416 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -6917457.000000 Penalty: 5303.475098
	Iteration 31Q: 3 clusters Score -6917457 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -6917514.000000 Penalty: 5303.475098
	Iteration 32Q: 3 clusters Score -6917514 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -6917576.000000 Penalty: 5303.475098
	Iteration 33Q: 3 clusters Score -6917576 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -6917636.000000 Penalty: 5303.475098
	Iteration 34Q: 3 clusters Score -6917636 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -6917680.500000 Penalty: 5303.475098
	Iteration 35Q: 3 clusters Score -6917680 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -6917791.500000 Penalty: 5303.475098
	Iteration 36Q: 3 clusters Score -6917792 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -6917886.000000 Penalty: 5303.475098
	Iteration 37Q: 3 clusters Score -6917886 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -6917990.000000 Penalty: 5303.475098
	Iteration 38Q: 3 clusters Score -6917990 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -6918151.000000 Penalty: 5303.475098
	Iteration 39Q: 3 clusters Score -6918151 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -6918298.500000 Penalty: 5303.475098
	Iteration 40F: 3 clusters Score -6918298 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -6918444.000000 Penalty: 5303.475098
	Iteration 41Q: 3 clusters Score -6918444 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -6918564.000000 Penalty: 5303.475098
	Iteration 42Q: 3 clusters Score -6918564 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -6918677.500000 Penalty: 5303.475098
	Iteration 43Q: 3 clusters Score -6918678 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -6918733.500000 Penalty: 5303.475098
	Iteration 44Q: 3 clusters Score -6918734 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -6918764.500000 Penalty: 5303.475098
	Iteration 45Q: 3 clusters Score -6918764 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -6918818.000000 Penalty: 5303.475098
	Iteration 46Q: 3 clusters Score -6918818 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -6918876.500000 Penalty: 5303.475098
	Iteration 47Q: 3 clusters Score -6918876 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -6918943.500000 Penalty: 5303.475098
	Iteration 48Q: 3 clusters Score -6918944 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -6918979.000000 Penalty: 5303.475098
	Iteration 49Q: 3 clusters Score -6918979 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -6918993.000000 Penalty: 5303.475098
	Iteration 50Q: 3 clusters Score -6918993 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -6919028.500000 Penalty: 5303.475098
	Iteration 51Q: 3 clusters Score -6919028 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -6919044.000000 Penalty: 5303.475098
	Iteration 52Q: 3 clusters Score -6919044 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -6919067.500000 Penalty: 5303.475098
	Iteration 53Q: 3 clusters Score -6919068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -6919063.000000 Penalty: 5303.475098
	Iteration 54Q: 3 clusters Score -6919063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -6919074.500000 Penalty: 5303.475098
	Iteration 55Q: 3 clusters Score -6919074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -6919091.500000 Penalty: 5303.475098
	Iteration 56Q: 3 clusters Score -6919092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -6919096.000000 Penalty: 5303.475098
	Iteration 57Q: 3 clusters Score -6919096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -6919109.500000 Penalty: 5303.475098
	Iteration 58Q: 3 clusters Score -6919110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -6919109.000000 Penalty: 5303.475098
	Iteration 59Q: 3 clusters Score -6919109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -6919117.500000 Penalty: 5303.475098
	Iteration 60F: 3 clusters Score -6919118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -6919109.500000 Penalty: 5303.475098
	Iteration 61Q: 3 clusters Score -6919110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -6919111.000000 Penalty: 5303.475098
	Iteration 62Q: 3 clusters Score -6919111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -6919112.500000 Penalty: 5303.475098
	Iteration 63Q: 3 clusters Score -6919112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -6919112.000000 Penalty: 5303.475098
	Iteration 64Q: 3 clusters Score -6919112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -6919114.000000 Penalty: 5303.475098
	Iteration 65Q: 3 clusters Score -6919114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -6919119.000000 Penalty: 5303.475098
	Iteration 66Q: 3 clusters Score -6919119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -6919124.500000 Penalty: 5303.475098
	Iteration 67Q: 3 clusters Score -6919124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -6919124.000000 Penalty: 5303.475098
	Iteration 68Q: 3 clusters Score -6919124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -6919126.500000 Penalty: 5303.475098
	Iteration 69Q: 3 clusters Score -6919126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -6919118.500000 Penalty: 5303.475098
	Iteration 70Q: 3 clusters Score -6919118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -6919124.500000 Penalty: 5303.475098
	Iteration 71Q: 3 clusters Score -6919124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -6919124.500000 Penalty: 5303.475098
	Iteration 72F: 3 clusters Score -6919124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -296409.843750 Penalty: 1879.380127
	Iteration 0F: 2 clusters Score -296409.8 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 1014 members 
Entering Unmasked Estep 
Score: -293821.687500 Penalty: 3758.760254
	Iteration 0F: 3 clusters Score -293821.7 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -294397.937500 Penalty: 3758.760254
	Iteration 1F: 3 clusters Score -294397.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -294635.000000 Penalty: 3758.760254
	Iteration 2F: 3 clusters Score -294635 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -294836.093750 Penalty: 3758.760254
	Iteration 3F: 3 clusters Score -294836.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -294985.625000 Penalty: 3758.760254
	Iteration 4F: 3 clusters Score -294985.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -295085.968750 Penalty: 3758.760254
	Iteration 5Q: 3 clusters Score -295086 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -295149.312500 Penalty: 3758.760254
	Iteration 6Q: 3 clusters Score -295149.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -295209.375000 Penalty: 3758.760254
	Iteration 7Q: 3 clusters Score -295209.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -295258.906250 Penalty: 3758.760254
	Iteration 8Q: 3 clusters Score -295258.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -295297.968750 Penalty: 3758.760254
	Iteration 9Q: 3 clusters Score -295298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -295322.968750 Penalty: 3758.760254
	Iteration 10Q: 3 clusters Score -295323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -295334.843750 Penalty: 3758.760254
	Iteration 11Q: 3 clusters Score -295334.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -295341.593750 Penalty: 3758.760254
	Iteration 12Q: 3 clusters Score -295341.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -295344.812500 Penalty: 3758.760254
	Iteration 13Q: 3 clusters Score -295344.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -295344.812500 Penalty: 3758.760254
	Iteration 14F: 3 clusters Score -295344.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Entering Unmasked Estep 
Score: -10409.831055 Penalty: 1142.082275
	Iteration 0F: 2 clusters Score -10409.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -9650.608398 Penalty: 2284.164551
	Iteration 0F: 3 clusters Score -9650.608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9694.937500 Penalty: 2284.164551
	Iteration 1Q: 3 clusters Score -9694.938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -9694.937500 Penalty: 2284.164551
	Iteration 2F: 3 clusters Score -9694.938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Entering Unmasked Estep 
Score: -1271691.625000 Penalty: 2236.996826
	Iteration 0F: 2 clusters Score -1271692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1265183.750000 Penalty: 4473.993652
	Iteration 0F: 3 clusters Score -1265184 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1267175.625000 Penalty: 4473.993652
	Iteration 1F: 3 clusters Score -1267176 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1267689.750000 Penalty: 4473.993652
	Iteration 2F: 3 clusters Score -1267690 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1268167.625000 Penalty: 4473.993652
	Iteration 3F: 3 clusters Score -1268168 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1268566.250000 Penalty: 4473.993652
	Iteration 4F: 3 clusters Score -1268566 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1268914.125000 Penalty: 4473.993652
	Iteration 5F: 3 clusters Score -1268914 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1269203.500000 Penalty: 4473.993652
	Iteration 6Q: 3 clusters Score -1269204 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1269489.875000 Penalty: 4473.993652
	Iteration 7Q: 3 clusters Score -1269490 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1269782.375000 Penalty: 4473.993652
	Iteration 8Q: 3 clusters Score -1269782 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1270089.875000 Penalty: 4473.993652
	Iteration 9Q: 3 clusters Score -1270090 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1270406.000000 Penalty: 4473.993652
	Iteration 10Q: 3 clusters Score -1270406 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1270685.625000 Penalty: 4473.993652
	Iteration 11Q: 3 clusters Score -1270686 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1270913.000000 Penalty: 4473.993652
	Iteration 12Q: 3 clusters Score -1270913 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1271078.750000 Penalty: 4473.993652
	Iteration 13Q: 3 clusters Score -1271079 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1271174.750000 Penalty: 4473.993652
	Iteration 14Q: 3 clusters Score -1271175 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1271222.750000 Penalty: 4473.993652
	Iteration 15Q: 3 clusters Score -1271223 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1271256.625000 Penalty: 4473.993652
	Iteration 16Q: 3 clusters Score -1271257 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1271281.625000 Penalty: 4473.993652
	Iteration 17Q: 3 clusters Score -1271282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1271298.250000 Penalty: 4473.993652
	Iteration 18Q: 3 clusters Score -1271298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1271307.125000 Penalty: 4473.993652
	Iteration 19Q: 3 clusters Score -1271307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1271316.625000 Penalty: 4473.993652
	Iteration 20F: 3 clusters Score -1271317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1271324.000000 Penalty: 4473.993652
	Iteration 21Q: 3 clusters Score -1271324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1271331.125000 Penalty: 4473.993652
	Iteration 22Q: 3 clusters Score -1271331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1271336.500000 Penalty: 4473.993652
	Iteration 23Q: 3 clusters Score -1271336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1271342.875000 Penalty: 4473.993652
	Iteration 24Q: 3 clusters Score -1271343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1271343.375000 Penalty: 4473.993652
	Iteration 25Q: 3 clusters Score -1271343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1271346.500000 Penalty: 4473.993652
	Iteration 26Q: 3 clusters Score -1271346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1271356.750000 Penalty: 4473.993652
	Iteration 27Q: 3 clusters Score -1271357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1271370.250000 Penalty: 4473.993652
	Iteration 28Q: 3 clusters Score -1271370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1271384.125000 Penalty: 4473.993652
	Iteration 29Q: 3 clusters Score -1271384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1271388.375000 Penalty: 4473.993652
	Iteration 30Q: 3 clusters Score -1271388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1271390.000000 Penalty: 4473.993652
	Iteration 31Q: 3 clusters Score -1271390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1271393.250000 Penalty: 4473.993652
	Iteration 32Q: 3 clusters Score -1271393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1271396.250000 Penalty: 4473.993652
	Iteration 33Q: 3 clusters Score -1271396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1271399.000000 Penalty: 4473.993652
	Iteration 34Q: 3 clusters Score -1271399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1271401.375000 Penalty: 4473.993652
	Iteration 35Q: 3 clusters Score -1271401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1271404.000000 Penalty: 4473.993652
	Iteration 36Q: 3 clusters Score -1271404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1271406.375000 Penalty: 4473.993652
	Iteration 37Q: 3 clusters Score -1271406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1271407.375000 Penalty: 4473.993652
	Iteration 38Q: 3 clusters Score -1271407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1271410.375000 Penalty: 4473.993652
	Iteration 39Q: 3 clusters Score -1271410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1271410.625000 Penalty: 4473.993652
	Iteration 40F: 3 clusters Score -1271411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1271410.250000 Penalty: 4473.993652
	Iteration 41Q: 3 clusters Score -1271410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1271410.875000 Penalty: 4473.993652
	Iteration 42Q: 3 clusters Score -1271411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1271411.500000 Penalty: 4473.993652
	Iteration 43Q: 3 clusters Score -1271412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1271413.750000 Penalty: 4473.993652
	Iteration 44Q: 3 clusters Score -1271414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1271413.375000 Penalty: 4473.993652
	Iteration 45Q: 3 clusters Score -1271413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1271413.500000 Penalty: 4473.993652
	Iteration 46Q: 3 clusters Score -1271414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1271415.000000 Penalty: 4473.993652
	Iteration 47Q: 3 clusters Score -1271415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1271415.000000 Penalty: 4473.993652
	Iteration 48F: 3 clusters Score -1271415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5774 members 
Mstep: Class 3 contains 5895 members 
Mstep: Class 4 contains 12253 members 
Mstep: Class 5 contains 41154 members 
Mstep: Class 6 contains 6348 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 6997 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8886 members 
Mstep: Class 12 contains 2268 members 
Mstep: Class 13 contains 37052 members 
Mstep: Class 14 contains 27548 members 
Mstep: Class 15 contains 14956 members 
Mstep: Class 16 contains 65500 members 
Mstep: Class 17 contains 3229 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13750 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 124002 members 
Mstep: Class 24 contains 32992 members 
Mstep: Class 25 contains 442 members 
Mstep: Class 26 contains 9909 members 
Mstep: Class 27 contains 10486 members 
Mstep: Class 28 contains 4092 members 
Mstep: Class 29 contains 125501 members 
Mstep: Class 30 contains 11124 members 
Mstep: Class 31 contains 52950 members 
Mstep: Class 32 contains 6366 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 3202 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 21201 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5058 members 
Mstep: Class 39 contains 6436 members 
Mstep: Class 40 contains 44024 members 
Mstep: Class 41 contains 1955 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 8268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122538920.000000 Penalty: 151704.765625
Iteration 119Q: 46 clusters Score -1.225389e+08 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5766 members 
Mstep: Class 3 contains 5889 members 
Mstep: Class 4 contains 12187 members 
Mstep: Class 5 contains 40992 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15979 members 
Mstep: Class 9 contains 6878 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8905 members 
Mstep: Class 12 contains 2228 members 
Mstep: Class 13 contains 37051 members 
Mstep: Class 14 contains 27549 members 
Mstep: Class 15 contains 14964 members 
Mstep: Class 16 contains 65486 members 
Mstep: Class 17 contains 3233 members 
Mstep: Class 18 contains 3690 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 13514 members 
Mstep: Class 21 contains 26928 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 124215 members 
Mstep: Class 24 contains 33121 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 9853 members 
Mstep: Class 27 contains 11293 members 
Mstep: Class 28 contains 4099 members 
Mstep: Class 29 contains 125488 members 
Mstep: Class 30 contains 11142 members 
Mstep: Class 31 contains 52950 members 
Mstep: Class 32 contains 6399 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 3158 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 21110 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5118 members 
Mstep: Class 39 contains 6508 members 
Mstep: Class 40 contains 44065 members 
Mstep: Class 41 contains 1955 members 
Mstep: Class 42 contains 94 members 
Mstep: Class 43 contains 8273 members 
Mstep: Class 44 contains 9661 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122540352.000000 Penalty: 151704.765625
Iteration 120F: 46 clusters Score -1.225404e+08 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 5767 members 
Mstep: Class 3 contains 5876 members 
Mstep: Class 4 contains 12095 members 
Mstep: Class 5 contains 40820 members 
Mstep: Class 6 contains 6335 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 15974 members 
Mstep: Class 9 contains 6787 members 
Mstep: Class 10 contains 748 members 
Mstep: Class 11 contains 8916 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 37053 members 
Mstep: Class 14 contains 27547 members 
Mstep: Class 15 contains 14683 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 3235 members 
Mstep: Class 18 contains 3667 members 
Mstep: Class 19 contains 4849 members 
Mstep: Class 20 contains 13349 members 
Mstep: Class 21 contains 26928 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 124112 members 
Mstep: Class 24 contains 33113 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 9805 members 
Mstep: Class 27 contains 11933 members 
Mstep: Class 28 contains 4078 members 
Mstep: Class 29 contains 125469 members 
Mstep: Class 30 contains 11038 members 
Mstep: Class 31 contains 52942 members 
Mstep: Class 32 contains 6394 members 
Mstep: Class 33 contains 4190 members 
Mstep: Class 34 contains 3134 members 
Mstep: Class 35 contains 407 members 
Mstep: Class 36 contains 21055 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5183 members 
Mstep: Class 39 contains 6470 members 
Mstep: Class 40 contains 43542 members 
Mstep: Class 41 contains 1955 members 
Mstep: Class 42 contains 89 members 
Mstep: Class 43 contains 8268 members 
Mstep: Class 44 contains 10751 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122540728.000000 Penalty: 151704.765625
Iteration 121Q: 46 clusters Score -1.225407e+08 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 5775 members 
Mstep: Class 3 contains 5862 members 
Mstep: Class 4 contains 12024 members 
Mstep: Class 5 contains 40647 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 884 members 
Mstep: Class 8 contains 15972 members 
Mstep: Class 9 contains 6736 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 8927 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 37042 members 
Mstep: Class 14 contains 27547 members 
Mstep: Class 15 contains 14507 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 3237 members 
Mstep: Class 18 contains 3662 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 13248 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 124101 members 
Mstep: Class 24 contains 33078 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9757 members 
Mstep: Class 27 contains 12377 members 
Mstep: Class 28 contains 4067 members 
Mstep: Class 29 contains 125420 members 
Mstep: Class 30 contains 10963 members 
Mstep: Class 31 contains 52939 members 
Mstep: Class 32 contains 6380 members 
Mstep: Class 33 contains 4189 members 
Mstep: Class 34 contains 3119 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21035 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5253 members 
Mstep: Class 39 contains 6463 members 
Mstep: Class 40 contains 43128 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 86 members 
Mstep: Class 43 contains 8262 members 
Mstep: Class 44 contains 11522 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122541352.000000 Penalty: 151704.765625
Iteration 122Q: 46 clusters Score -1.225414e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 5795 members 
Mstep: Class 3 contains 5852 members 
Mstep: Class 4 contains 11953 members 
Mstep: Class 5 contains 40490 members 
Mstep: Class 6 contains 6316 members 
Mstep: Class 7 contains 885 members 
Mstep: Class 8 contains 15968 members 
Mstep: Class 9 contains 6704 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 8943 members 
Mstep: Class 12 contains 2241 members 
Mstep: Class 13 contains 37032 members 
Mstep: Class 14 contains 27550 members 
Mstep: Class 15 contains 14402 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 3236 members 
Mstep: Class 18 contains 3659 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 13163 members 
Mstep: Class 21 contains 26935 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 124136 members 
Mstep: Class 24 contains 33047 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9683 members 
Mstep: Class 27 contains 12745 members 
Mstep: Class 28 contains 4065 members 
Mstep: Class 29 contains 125379 members 
Mstep: Class 30 contains 10889 members 
Mstep: Class 31 contains 52939 members 
Mstep: Class 32 contains 6365 members 
Mstep: Class 33 contains 4192 members 
Mstep: Class 34 contains 3114 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21028 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5340 members 
Mstep: Class 39 contains 6443 members 
Mstep: Class 40 contains 42778 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 85 members 
Mstep: Class 43 contains 8262 members 
Mstep: Class 44 contains 12092 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122541568.000000 Penalty: 151704.765625
Iteration 123Q: 46 clusters Score -1.225416e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 5810 members 
Mstep: Class 3 contains 5841 members 
Mstep: Class 4 contains 11900 members 
Mstep: Class 5 contains 40327 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15961 members 
Mstep: Class 9 contains 6685 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 2255 members 
Mstep: Class 13 contains 37027 members 
Mstep: Class 14 contains 27550 members 
Mstep: Class 15 contains 14338 members 
Mstep: Class 16 contains 65487 members 
Mstep: Class 17 contains 3239 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 13100 members 
Mstep: Class 21 contains 26946 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 124138 members 
Mstep: Class 24 contains 33016 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9628 members 
Mstep: Class 27 contains 13055 members 
Mstep: Class 28 contains 4063 members 
Mstep: Class 29 contains 125341 members 
Mstep: Class 30 contains 10811 members 
Mstep: Class 31 contains 52938 members 
Mstep: Class 32 contains 6360 members 
Mstep: Class 33 contains 4193 members 
Mstep: Class 34 contains 3105 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21044 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5419 members 
Mstep: Class 39 contains 6429 members 
Mstep: Class 40 contains 42473 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8257 members 
Mstep: Class 44 contains 12563 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122541760.000000 Penalty: 151704.765625
Iteration 124Q: 46 clusters Score -1.225418e+08 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 5840 members 
Mstep: Class 3 contains 5833 members 
Mstep: Class 4 contains 11846 members 
Mstep: Class 5 contains 40153 members 
Mstep: Class 6 contains 6282 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15946 members 
Mstep: Class 9 contains 6674 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 8975 members 
Mstep: Class 12 contains 2253 members 
Mstep: Class 13 contains 37018 members 
Mstep: Class 14 contains 27550 members 
Mstep: Class 15 contains 14307 members 
Mstep: Class 16 contains 65484 members 
Mstep: Class 17 contains 3238 members 
Mstep: Class 18 contains 3679 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 13058 members 
Mstep: Class 21 contains 26946 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 124133 members 
Mstep: Class 24 contains 33000 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9590 members 
Mstep: Class 27 contains 13325 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 125302 members 
Mstep: Class 30 contains 10728 members 
Mstep: Class 31 contains 52938 members 
Mstep: Class 32 contains 6362 members 
Mstep: Class 33 contains 4193 members 
Mstep: Class 34 contains 3099 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21069 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5513 members 
Mstep: Class 39 contains 6425 members 
Mstep: Class 40 contains 42236 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8254 members 
Mstep: Class 44 contains 12920 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122542072.000000 Penalty: 151704.765625
Iteration 125Q: 46 clusters Score -1.225421e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 5863 members 
Mstep: Class 3 contains 5824 members 
Mstep: Class 4 contains 11803 members 
Mstep: Class 5 contains 40015 members 
Mstep: Class 6 contains 6261 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15937 members 
Mstep: Class 9 contains 6665 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 8992 members 
Mstep: Class 12 contains 2248 members 
Mstep: Class 13 contains 37008 members 
Mstep: Class 14 contains 27548 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 65478 members 
Mstep: Class 17 contains 3238 members 
Mstep: Class 18 contains 3688 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 13020 members 
Mstep: Class 21 contains 26943 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 124167 members 
Mstep: Class 24 contains 32984 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9547 members 
Mstep: Class 27 contains 13535 members 
Mstep: Class 28 contains 4054 members 
Mstep: Class 29 contains 125258 members 
Mstep: Class 30 contains 10673 members 
Mstep: Class 31 contains 52939 members 
Mstep: Class 32 contains 6357 members 
Mstep: Class 33 contains 4195 members 
Mstep: Class 34 contains 3099 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21093 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5613 members 
Mstep: Class 39 contains 6429 members 
Mstep: Class 40 contains 42024 members 
Mstep: Class 41 contains 1957 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8255 members 
Mstep: Class 44 contains 13189 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122542464.000000 Penalty: 151704.765625
Iteration 126Q: 46 clusters Score -1.225425e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 5888 members 
Mstep: Class 3 contains 5810 members 
Mstep: Class 4 contains 11769 members 
Mstep: Class 5 contains 39890 members 
Mstep: Class 6 contains 6246 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15925 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 37000 members 
Mstep: Class 14 contains 27547 members 
Mstep: Class 15 contains 14256 members 
Mstep: Class 16 contains 65459 members 
Mstep: Class 17 contains 3242 members 
Mstep: Class 18 contains 3701 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12986 members 
Mstep: Class 21 contains 26948 members 
Mstep: Class 22 contains 199 members 
Mstep: Class 23 contains 124184 members 
Mstep: Class 24 contains 32978 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9517 members 
Mstep: Class 27 contains 13709 members 
Mstep: Class 28 contains 4053 members 
Mstep: Class 29 contains 125216 members 
Mstep: Class 30 contains 10617 members 
Mstep: Class 31 contains 52938 members 
Mstep: Class 32 contains 6343 members 
Mstep: Class 33 contains 4197 members 
Mstep: Class 34 contains 3095 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21135 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5711 members 
Mstep: Class 39 contains 6429 members 
Mstep: Class 40 contains 41854 members 
Mstep: Class 41 contains 1957 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8257 members 
Mstep: Class 44 contains 13420 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122542600.000000 Penalty: 151704.765625
Iteration 127Q: 46 clusters Score -1.225426e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 5797 members 
Mstep: Class 4 contains 11728 members 
Mstep: Class 5 contains 39752 members 
Mstep: Class 6 contains 6232 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15909 members 
Mstep: Class 9 contains 6644 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 36994 members 
Mstep: Class 14 contains 27546 members 
Mstep: Class 15 contains 14231 members 
Mstep: Class 16 contains 65455 members 
Mstep: Class 17 contains 3245 members 
Mstep: Class 18 contains 3704 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12966 members 
Mstep: Class 21 contains 26955 members 
Mstep: Class 22 contains 200 members 
Mstep: Class 23 contains 124190 members 
Mstep: Class 24 contains 32976 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9506 members 
Mstep: Class 27 contains 13868 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 125167 members 
Mstep: Class 30 contains 10558 members 
Mstep: Class 31 contains 52945 members 
Mstep: Class 32 contains 6332 members 
Mstep: Class 33 contains 4203 members 
Mstep: Class 34 contains 3091 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21174 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5805 members 
Mstep: Class 39 contains 6413 members 
Mstep: Class 40 contains 41701 members 
Mstep: Class 41 contains 1957 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8253 members 
Mstep: Class 44 contains 13644 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122542856.000000 Penalty: 151704.765625
Iteration 128Q: 46 clusters Score -1.225429e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 5938 members 
Mstep: Class 3 contains 5789 members 
Mstep: Class 4 contains 11711 members 
Mstep: Class 5 contains 39631 members 
Mstep: Class 6 contains 6218 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15901 members 
Mstep: Class 9 contains 6639 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9040 members 
Mstep: Class 12 contains 2255 members 
Mstep: Class 13 contains 36990 members 
Mstep: Class 14 contains 27545 members 
Mstep: Class 15 contains 14208 members 
Mstep: Class 16 contains 65441 members 
Mstep: Class 17 contains 3246 members 
Mstep: Class 18 contains 3717 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12953 members 
Mstep: Class 21 contains 26960 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124173 members 
Mstep: Class 24 contains 32969 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9514 members 
Mstep: Class 27 contains 13993 members 
Mstep: Class 28 contains 4048 members 
Mstep: Class 29 contains 125151 members 
Mstep: Class 30 contains 10502 members 
Mstep: Class 31 contains 52936 members 
Mstep: Class 32 contains 6324 members 
Mstep: Class 33 contains 4208 members 
Mstep: Class 34 contains 3083 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21217 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5873 members 
Mstep: Class 39 contains 6408 members 
Mstep: Class 40 contains 41545 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8243 members 
Mstep: Class 44 contains 13855 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122543008.000000 Penalty: 151704.765625
Iteration 129Q: 46 clusters Score -1.22543e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 5957 members 
Mstep: Class 3 contains 5780 members 
Mstep: Class 4 contains 11697 members 
Mstep: Class 5 contains 39503 members 
Mstep: Class 6 contains 6206 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15890 members 
Mstep: Class 9 contains 6629 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9059 members 
Mstep: Class 12 contains 2253 members 
Mstep: Class 13 contains 36988 members 
Mstep: Class 14 contains 27543 members 
Mstep: Class 15 contains 14194 members 
Mstep: Class 16 contains 65423 members 
Mstep: Class 17 contains 3247 members 
Mstep: Class 18 contains 3731 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12931 members 
Mstep: Class 21 contains 26961 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124171 members 
Mstep: Class 24 contains 32963 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9537 members 
Mstep: Class 27 contains 14143 members 
Mstep: Class 28 contains 4042 members 
Mstep: Class 29 contains 125138 members 
Mstep: Class 30 contains 10446 members 
Mstep: Class 31 contains 52932 members 
Mstep: Class 32 contains 6314 members 
Mstep: Class 33 contains 4211 members 
Mstep: Class 34 contains 3076 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21259 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5919 members 
Mstep: Class 39 contains 6408 members 
Mstep: Class 40 contains 41410 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8238 members 
Mstep: Class 44 contains 14025 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122543056.000000 Penalty: 151704.765625
Iteration 130Q: 46 clusters Score -1.225431e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 5984 members 
Mstep: Class 3 contains 5767 members 
Mstep: Class 4 contains 11692 members 
Mstep: Class 5 contains 39391 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15882 members 
Mstep: Class 9 contains 6626 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 2261 members 
Mstep: Class 13 contains 36985 members 
Mstep: Class 14 contains 27540 members 
Mstep: Class 15 contains 14193 members 
Mstep: Class 16 contains 65402 members 
Mstep: Class 17 contains 3246 members 
Mstep: Class 18 contains 3749 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12907 members 
Mstep: Class 21 contains 26975 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124187 members 
Mstep: Class 24 contains 32962 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9551 members 
Mstep: Class 27 contains 14273 members 
Mstep: Class 28 contains 4037 members 
Mstep: Class 29 contains 125101 members 
Mstep: Class 30 contains 10407 members 
Mstep: Class 31 contains 52927 members 
Mstep: Class 32 contains 6306 members 
Mstep: Class 33 contains 4213 members 
Mstep: Class 34 contains 3073 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21286 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5950 members 
Mstep: Class 39 contains 6396 members 
Mstep: Class 40 contains 41263 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8230 members 
Mstep: Class 44 contains 14179 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122543368.000000 Penalty: 151704.765625
Iteration 131Q: 46 clusters Score -1.225434e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 3 contains 5749 members 
Mstep: Class 4 contains 11688 members 
Mstep: Class 5 contains 39282 members 
Mstep: Class 6 contains 6188 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15875 members 
Mstep: Class 9 contains 6621 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9108 members 
Mstep: Class 12 contains 2268 members 
Mstep: Class 13 contains 36980 members 
Mstep: Class 14 contains 27537 members 
Mstep: Class 15 contains 14192 members 
Mstep: Class 16 contains 65371 members 
Mstep: Class 17 contains 3246 members 
Mstep: Class 18 contains 3755 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12887 members 
Mstep: Class 21 contains 26981 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124221 members 
Mstep: Class 24 contains 32948 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9566 members 
Mstep: Class 27 contains 14407 members 
Mstep: Class 28 contains 4030 members 
Mstep: Class 29 contains 125060 members 
Mstep: Class 30 contains 10378 members 
Mstep: Class 31 contains 52924 members 
Mstep: Class 32 contains 6307 members 
Mstep: Class 33 contains 4215 members 
Mstep: Class 34 contains 3067 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21323 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5974 members 
Mstep: Class 39 contains 6394 members 
Mstep: Class 40 contains 41154 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8222 members 
Mstep: Class 44 contains 14295 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122543472.000000 Penalty: 151704.765625
Iteration 132Q: 46 clusters Score -1.225435e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6039 members 
Mstep: Class 3 contains 5720 members 
Mstep: Class 4 contains 11683 members 
Mstep: Class 5 contains 39180 members 
Mstep: Class 6 contains 6179 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15869 members 
Mstep: Class 9 contains 6621 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9135 members 
Mstep: Class 12 contains 2268 members 
Mstep: Class 13 contains 36970 members 
Mstep: Class 14 contains 27540 members 
Mstep: Class 15 contains 14186 members 
Mstep: Class 16 contains 65349 members 
Mstep: Class 17 contains 3249 members 
Mstep: Class 18 contains 3764 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12870 members 
Mstep: Class 21 contains 26983 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124273 members 
Mstep: Class 24 contains 32943 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9565 members 
Mstep: Class 27 contains 14548 members 
Mstep: Class 28 contains 4023 members 
Mstep: Class 29 contains 125022 members 
Mstep: Class 30 contains 10345 members 
Mstep: Class 31 contains 52925 members 
Mstep: Class 32 contains 6306 members 
Mstep: Class 33 contains 4215 members 
Mstep: Class 34 contains 3064 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21350 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 5987 members 
Mstep: Class 39 contains 6392 members 
Mstep: Class 40 contains 41050 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8217 members 
Mstep: Class 44 contains 14394 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122543656.000000 Penalty: 151704.765625
Iteration 133Q: 46 clusters Score -1.225437e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6085 members 
Mstep: Class 3 contains 5672 members 
Mstep: Class 4 contains 11667 members 
Mstep: Class 5 contains 39073 members 
Mstep: Class 6 contains 6170 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15866 members 
Mstep: Class 9 contains 6620 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9150 members 
Mstep: Class 12 contains 2272 members 
Mstep: Class 13 contains 36962 members 
Mstep: Class 14 contains 27541 members 
Mstep: Class 15 contains 14181 members 
Mstep: Class 16 contains 65321 members 
Mstep: Class 17 contains 3253 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12860 members 
Mstep: Class 21 contains 26986 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124346 members 
Mstep: Class 24 contains 32942 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9562 members 
Mstep: Class 27 contains 14672 members 
Mstep: Class 28 contains 4017 members 
Mstep: Class 29 contains 124977 members 
Mstep: Class 30 contains 10314 members 
Mstep: Class 31 contains 52922 members 
Mstep: Class 32 contains 6307 members 
Mstep: Class 33 contains 4215 members 
Mstep: Class 34 contains 3063 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21382 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6006 members 
Mstep: Class 39 contains 6388 members 
Mstep: Class 40 contains 40969 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8212 members 
Mstep: Class 44 contains 14475 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122543728.000000 Penalty: 151704.765625
Iteration 134Q: 46 clusters Score -1.225437e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6157 members 
Mstep: Class 3 contains 5610 members 
Mstep: Class 4 contains 11655 members 
Mstep: Class 5 contains 38966 members 
Mstep: Class 6 contains 6161 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15858 members 
Mstep: Class 9 contains 6619 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9153 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 36955 members 
Mstep: Class 14 contains 27547 members 
Mstep: Class 15 contains 14191 members 
Mstep: Class 16 contains 65312 members 
Mstep: Class 17 contains 3255 members 
Mstep: Class 18 contains 3794 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12852 members 
Mstep: Class 21 contains 26991 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124376 members 
Mstep: Class 24 contains 32947 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9585 members 
Mstep: Class 27 contains 14774 members 
Mstep: Class 28 contains 4019 members 
Mstep: Class 29 contains 124941 members 
Mstep: Class 30 contains 10288 members 
Mstep: Class 31 contains 52915 members 
Mstep: Class 32 contains 6307 members 
Mstep: Class 33 contains 4215 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21417 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6014 members 
Mstep: Class 39 contains 6392 members 
Mstep: Class 40 contains 40894 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8205 members 
Mstep: Class 44 contains 14521 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122543776.000000 Penalty: 151704.765625
Iteration 135Q: 46 clusters Score -1.225438e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6253 members 
Mstep: Class 3 contains 5523 members 
Mstep: Class 4 contains 11635 members 
Mstep: Class 5 contains 38882 members 
Mstep: Class 6 contains 6152 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15848 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9156 members 
Mstep: Class 12 contains 2286 members 
Mstep: Class 13 contains 36949 members 
Mstep: Class 14 contains 27550 members 
Mstep: Class 15 contains 14196 members 
Mstep: Class 16 contains 65302 members 
Mstep: Class 17 contains 3260 members 
Mstep: Class 18 contains 3807 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12851 members 
Mstep: Class 21 contains 27003 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124394 members 
Mstep: Class 24 contains 32949 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9602 members 
Mstep: Class 27 contains 14861 members 
Mstep: Class 28 contains 4015 members 
Mstep: Class 29 contains 124905 members 
Mstep: Class 30 contains 10270 members 
Mstep: Class 31 contains 52904 members 
Mstep: Class 32 contains 6307 members 
Mstep: Class 33 contains 4215 members 
Mstep: Class 34 contains 3059 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21436 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6020 members 
Mstep: Class 39 contains 6393 members 
Mstep: Class 40 contains 40837 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8206 members 
Mstep: Class 44 contains 14580 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122543776.000000 Penalty: 151704.765625
Iteration 136Q: 46 clusters Score -1.225438e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6350 members 
Mstep: Class 3 contains 5422 members 
Mstep: Class 4 contains 11610 members 
Mstep: Class 5 contains 38805 members 
Mstep: Class 6 contains 6149 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15837 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9159 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 36934 members 
Mstep: Class 14 contains 27548 members 
Mstep: Class 15 contains 14205 members 
Mstep: Class 16 contains 65290 members 
Mstep: Class 17 contains 3273 members 
Mstep: Class 18 contains 3822 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12846 members 
Mstep: Class 21 contains 27015 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124448 members 
Mstep: Class 24 contains 32950 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9616 members 
Mstep: Class 27 contains 14942 members 
Mstep: Class 28 contains 4013 members 
Mstep: Class 29 contains 124868 members 
Mstep: Class 30 contains 10246 members 
Mstep: Class 31 contains 52890 members 
Mstep: Class 32 contains 6309 members 
Mstep: Class 33 contains 4216 members 
Mstep: Class 34 contains 3059 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21456 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6021 members 
Mstep: Class 39 contains 6399 members 
Mstep: Class 40 contains 40776 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8208 members 
Mstep: Class 44 contains 14634 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122544232.000000 Penalty: 151704.765625
Iteration 137Q: 46 clusters Score -1.225442e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6461 members 
Mstep: Class 3 contains 5300 members 
Mstep: Class 4 contains 11590 members 
Mstep: Class 5 contains 38732 members 
Mstep: Class 6 contains 6146 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15832 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9161 members 
Mstep: Class 12 contains 2294 members 
Mstep: Class 13 contains 36922 members 
Mstep: Class 14 contains 27549 members 
Mstep: Class 15 contains 14210 members 
Mstep: Class 16 contains 65271 members 
Mstep: Class 17 contains 3289 members 
Mstep: Class 18 contains 3831 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12839 members 
Mstep: Class 21 contains 27008 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124505 members 
Mstep: Class 24 contains 32956 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9626 members 
Mstep: Class 27 contains 15021 members 
Mstep: Class 28 contains 4013 members 
Mstep: Class 29 contains 124841 members 
Mstep: Class 30 contains 10231 members 
Mstep: Class 31 contains 52884 members 
Mstep: Class 32 contains 6307 members 
Mstep: Class 33 contains 4219 members 
Mstep: Class 34 contains 3059 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21479 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6025 members 
Mstep: Class 39 contains 6405 members 
Mstep: Class 40 contains 40727 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8204 members 
Mstep: Class 44 contains 14673 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122544496.000000 Penalty: 151704.765625
Iteration 138Q: 46 clusters Score -1.225445e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6559 members 
Mstep: Class 3 contains 5186 members 
Mstep: Class 4 contains 11562 members 
Mstep: Class 5 contains 38674 members 
Mstep: Class 6 contains 6144 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15825 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9166 members 
Mstep: Class 12 contains 2297 members 
Mstep: Class 13 contains 36917 members 
Mstep: Class 14 contains 27545 members 
Mstep: Class 15 contains 14215 members 
Mstep: Class 16 contains 65247 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 18 contains 3842 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12849 members 
Mstep: Class 21 contains 27016 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124570 members 
Mstep: Class 24 contains 32954 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9634 members 
Mstep: Class 27 contains 15101 members 
Mstep: Class 28 contains 4013 members 
Mstep: Class 29 contains 124800 members 
Mstep: Class 30 contains 10219 members 
Mstep: Class 31 contains 52880 members 
Mstep: Class 32 contains 6306 members 
Mstep: Class 33 contains 4223 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21488 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6029 members 
Mstep: Class 39 contains 6395 members 
Mstep: Class 40 contains 40690 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8200 members 
Mstep: Class 44 contains 14705 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545104.000000 Penalty: 151704.765625
Iteration 139Q: 46 clusters Score -1.225451e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6617 members 
Mstep: Class 3 contains 5108 members 
Mstep: Class 4 contains 11522 members 
Mstep: Class 5 contains 38625 members 
Mstep: Class 6 contains 6140 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15817 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9169 members 
Mstep: Class 12 contains 2300 members 
Mstep: Class 13 contains 36911 members 
Mstep: Class 14 contains 27545 members 
Mstep: Class 15 contains 14225 members 
Mstep: Class 16 contains 65225 members 
Mstep: Class 17 contains 3319 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12855 members 
Mstep: Class 21 contains 27029 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124627 members 
Mstep: Class 24 contains 32952 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9643 members 
Mstep: Class 27 contains 15181 members 
Mstep: Class 28 contains 4014 members 
Mstep: Class 29 contains 124763 members 
Mstep: Class 30 contains 10207 members 
Mstep: Class 31 contains 52877 members 
Mstep: Class 32 contains 6302 members 
Mstep: Class 33 contains 4224 members 
Mstep: Class 34 contains 3061 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21480 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 6394 members 
Mstep: Class 40 contains 40655 members 
Mstep: Class 41 contains 1956 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8199 members 
Mstep: Class 44 contains 14736 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545168.000000 Penalty: 151704.765625
Iteration 140F: 46 clusters Score -1.225452e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6661 members 
Mstep: Class 3 contains 5068 members 
Mstep: Class 4 contains 11459 members 
Mstep: Class 5 contains 38575 members 
Mstep: Class 6 contains 6140 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15811 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9169 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 36910 members 
Mstep: Class 14 contains 27545 members 
Mstep: Class 15 contains 14241 members 
Mstep: Class 16 contains 65199 members 
Mstep: Class 17 contains 3332 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12856 members 
Mstep: Class 21 contains 27037 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124681 members 
Mstep: Class 24 contains 32950 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9650 members 
Mstep: Class 27 contains 15277 members 
Mstep: Class 28 contains 4014 members 
Mstep: Class 29 contains 124730 members 
Mstep: Class 30 contains 10192 members 
Mstep: Class 31 contains 52876 members 
Mstep: Class 32 contains 6300 members 
Mstep: Class 33 contains 4224 members 
Mstep: Class 34 contains 3064 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21468 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6037 members 
Mstep: Class 39 contains 6394 members 
Mstep: Class 40 contains 40615 members 
Mstep: Class 41 contains 1957 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8200 members 
Mstep: Class 44 contains 14761 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545408.000000 Penalty: 151704.765625
Iteration 141Q: 46 clusters Score -1.225454e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6676 members 
Mstep: Class 3 contains 5046 members 
Mstep: Class 4 contains 11405 members 
Mstep: Class 5 contains 38529 members 
Mstep: Class 6 contains 6139 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15800 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9170 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 36906 members 
Mstep: Class 14 contains 27545 members 
Mstep: Class 15 contains 14256 members 
Mstep: Class 16 contains 65176 members 
Mstep: Class 17 contains 3343 members 
Mstep: Class 18 contains 3882 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12853 members 
Mstep: Class 21 contains 27043 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124737 members 
Mstep: Class 24 contains 32949 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9654 members 
Mstep: Class 27 contains 15349 members 
Mstep: Class 28 contains 4013 members 
Mstep: Class 29 contains 124700 members 
Mstep: Class 30 contains 10182 members 
Mstep: Class 31 contains 52876 members 
Mstep: Class 32 contains 6300 members 
Mstep: Class 33 contains 4224 members 
Mstep: Class 34 contains 3068 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21475 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6043 members 
Mstep: Class 39 contains 6393 members 
Mstep: Class 40 contains 40578 members 
Mstep: Class 41 contains 1958 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8203 members 
Mstep: Class 44 contains 14789 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545472.000000 Penalty: 151704.765625
Iteration 142Q: 46 clusters Score -1.225455e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6680 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 11371 members 
Mstep: Class 5 contains 38494 members 
Mstep: Class 6 contains 6140 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15790 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9170 members 
Mstep: Class 12 contains 2313 members 
Mstep: Class 13 contains 36904 members 
Mstep: Class 14 contains 27546 members 
Mstep: Class 15 contains 14268 members 
Mstep: Class 16 contains 65153 members 
Mstep: Class 17 contains 3345 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12849 members 
Mstep: Class 21 contains 27041 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124787 members 
Mstep: Class 24 contains 32950 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9655 members 
Mstep: Class 27 contains 15429 members 
Mstep: Class 28 contains 4014 members 
Mstep: Class 29 contains 124675 members 
Mstep: Class 30 contains 10175 members 
Mstep: Class 31 contains 52876 members 
Mstep: Class 32 contains 6299 members 
Mstep: Class 33 contains 4224 members 
Mstep: Class 34 contains 3072 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21478 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6045 members 
Mstep: Class 39 contains 6389 members 
Mstep: Class 40 contains 40547 members 
Mstep: Class 41 contains 1959 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8204 members 
Mstep: Class 44 contains 14809 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545584.000000 Penalty: 151704.765625
Iteration 143Q: 46 clusters Score -1.225456e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6673 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 11343 members 
Mstep: Class 5 contains 38466 members 
Mstep: Class 6 contains 6139 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15777 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9172 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 36897 members 
Mstep: Class 14 contains 27546 members 
Mstep: Class 15 contains 14275 members 
Mstep: Class 16 contains 65135 members 
Mstep: Class 17 contains 3351 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12843 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124846 members 
Mstep: Class 24 contains 32955 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9652 members 
Mstep: Class 27 contains 15492 members 
Mstep: Class 28 contains 4013 members 
Mstep: Class 29 contains 124651 members 
Mstep: Class 30 contains 10172 members 
Mstep: Class 31 contains 52878 members 
Mstep: Class 32 contains 6299 members 
Mstep: Class 33 contains 4225 members 
Mstep: Class 34 contains 3074 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21475 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6047 members 
Mstep: Class 39 contains 6388 members 
Mstep: Class 40 contains 40518 members 
Mstep: Class 41 contains 1960 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8204 members 
Mstep: Class 44 contains 14828 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545672.000000 Penalty: 151704.765625
Iteration 144Q: 46 clusters Score -1.225457e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6680 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 11319 members 
Mstep: Class 5 contains 38425 members 
Mstep: Class 6 contains 6138 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15769 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9174 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 36894 members 
Mstep: Class 14 contains 27544 members 
Mstep: Class 15 contains 14281 members 
Mstep: Class 16 contains 65116 members 
Mstep: Class 17 contains 3358 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12838 members 
Mstep: Class 21 contains 27032 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124899 members 
Mstep: Class 24 contains 32958 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9650 members 
Mstep: Class 27 contains 15547 members 
Mstep: Class 28 contains 4010 members 
Mstep: Class 29 contains 124631 members 
Mstep: Class 30 contains 10163 members 
Mstep: Class 31 contains 52881 members 
Mstep: Class 32 contains 6299 members 
Mstep: Class 33 contains 4226 members 
Mstep: Class 34 contains 3076 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21478 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6049 members 
Mstep: Class 39 contains 6385 members 
Mstep: Class 40 contains 40495 members 
Mstep: Class 41 contains 1960 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8205 members 
Mstep: Class 44 contains 14852 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545576.000000 Penalty: 151704.765625
Iteration 145Q: 46 clusters Score -1.225456e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6680 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 11299 members 
Mstep: Class 5 contains 38384 members 
Mstep: Class 6 contains 6137 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15762 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9176 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 36893 members 
Mstep: Class 14 contains 27544 members 
Mstep: Class 15 contains 14289 members 
Mstep: Class 16 contains 65103 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 3896 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12840 members 
Mstep: Class 21 contains 27030 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124933 members 
Mstep: Class 24 contains 32958 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9649 members 
Mstep: Class 27 contains 15599 members 
Mstep: Class 28 contains 4012 members 
Mstep: Class 29 contains 124618 members 
Mstep: Class 30 contains 10152 members 
Mstep: Class 31 contains 52884 members 
Mstep: Class 32 contains 6298 members 
Mstep: Class 33 contains 4227 members 
Mstep: Class 34 contains 3076 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21485 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6048 members 
Mstep: Class 39 contains 6383 members 
Mstep: Class 40 contains 40478 members 
Mstep: Class 41 contains 1961 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8207 members 
Mstep: Class 44 contains 14861 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545440.000000 Penalty: 151704.765625
Iteration 146Q: 46 clusters Score -1.225454e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6671 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 11290 members 
Mstep: Class 5 contains 38337 members 
Mstep: Class 6 contains 6137 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15756 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9179 members 
Mstep: Class 12 contains 2321 members 
Mstep: Class 13 contains 36888 members 
Mstep: Class 14 contains 27545 members 
Mstep: Class 15 contains 14295 members 
Mstep: Class 16 contains 65097 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 3897 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12836 members 
Mstep: Class 21 contains 27028 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124953 members 
Mstep: Class 24 contains 32969 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9649 members 
Mstep: Class 27 contains 15640 members 
Mstep: Class 28 contains 4012 members 
Mstep: Class 29 contains 124603 members 
Mstep: Class 30 contains 10149 members 
Mstep: Class 31 contains 52890 members 
Mstep: Class 32 contains 6299 members 
Mstep: Class 33 contains 4229 members 
Mstep: Class 34 contains 3075 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21505 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6047 members 
Mstep: Class 39 contains 6385 members 
Mstep: Class 40 contains 40454 members 
Mstep: Class 41 contains 1961 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8208 members 
Mstep: Class 44 contains 14870 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545552.000000 Penalty: 151704.765625
Iteration 147Q: 46 clusters Score -1.225456e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6668 members 
Mstep: Class 3 contains 5016 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 38294 members 
Mstep: Class 6 contains 6137 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15749 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9181 members 
Mstep: Class 12 contains 2326 members 
Mstep: Class 13 contains 36889 members 
Mstep: Class 14 contains 27545 members 
Mstep: Class 15 contains 14302 members 
Mstep: Class 16 contains 65089 members 
Mstep: Class 17 contains 3377 members 
Mstep: Class 18 contains 3900 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12830 members 
Mstep: Class 21 contains 27031 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124966 members 
Mstep: Class 24 contains 32973 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9649 members 
Mstep: Class 27 contains 15686 members 
Mstep: Class 28 contains 4012 members 
Mstep: Class 29 contains 124590 members 
Mstep: Class 30 contains 10138 members 
Mstep: Class 31 contains 52889 members 
Mstep: Class 32 contains 6299 members 
Mstep: Class 33 contains 4232 members 
Mstep: Class 34 contains 3075 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21525 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6047 members 
Mstep: Class 39 contains 6384 members 
Mstep: Class 40 contains 40430 members 
Mstep: Class 41 contains 1961 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8209 members 
Mstep: Class 44 contains 14886 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545448.000000 Penalty: 151704.765625
Iteration 148Q: 46 clusters Score -1.225454e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6659 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 11272 members 
Mstep: Class 5 contains 38255 members 
Mstep: Class 6 contains 6137 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15741 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9184 members 
Mstep: Class 12 contains 2332 members 
Mstep: Class 13 contains 36887 members 
Mstep: Class 14 contains 27545 members 
Mstep: Class 15 contains 14306 members 
Mstep: Class 16 contains 65087 members 
Mstep: Class 17 contains 3382 members 
Mstep: Class 18 contains 3904 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12830 members 
Mstep: Class 21 contains 27027 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124981 members 
Mstep: Class 24 contains 32974 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9650 members 
Mstep: Class 27 contains 15738 members 
Mstep: Class 28 contains 4012 members 
Mstep: Class 29 contains 124585 members 
Mstep: Class 30 contains 10120 members 
Mstep: Class 31 contains 52885 members 
Mstep: Class 32 contains 6297 members 
Mstep: Class 33 contains 4233 members 
Mstep: Class 34 contains 3075 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21536 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6046 members 
Mstep: Class 39 contains 6376 members 
Mstep: Class 40 contains 40413 members 
Mstep: Class 41 contains 1961 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8211 members 
Mstep: Class 44 contains 14912 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545472.000000 Penalty: 151704.765625
Iteration 149Q: 46 clusters Score -1.225455e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6660 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 11259 members 
Mstep: Class 5 contains 38210 members 
Mstep: Class 6 contains 6136 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15734 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9184 members 
Mstep: Class 12 contains 2338 members 
Mstep: Class 13 contains 36884 members 
Mstep: Class 14 contains 27548 members 
Mstep: Class 15 contains 14315 members 
Mstep: Class 16 contains 65072 members 
Mstep: Class 17 contains 3382 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 27026 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125012 members 
Mstep: Class 24 contains 32975 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9659 members 
Mstep: Class 27 contains 15777 members 
Mstep: Class 28 contains 4011 members 
Mstep: Class 29 contains 124571 members 
Mstep: Class 30 contains 10110 members 
Mstep: Class 31 contains 52887 members 
Mstep: Class 32 contains 6296 members 
Mstep: Class 33 contains 4233 members 
Mstep: Class 34 contains 3076 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21547 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6047 members 
Mstep: Class 39 contains 6369 members 
Mstep: Class 40 contains 40384 members 
Mstep: Class 41 contains 1961 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8214 members 
Mstep: Class 44 contains 14943 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545624.000000 Penalty: 151704.765625
Iteration 150Q: 46 clusters Score -1.225456e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 11244 members 
Mstep: Class 5 contains 38175 members 
Mstep: Class 6 contains 6135 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15725 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9185 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 36881 members 
Mstep: Class 14 contains 27548 members 
Mstep: Class 15 contains 14324 members 
Mstep: Class 16 contains 65062 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 3908 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12827 members 
Mstep: Class 21 contains 27028 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125033 members 
Mstep: Class 24 contains 32978 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9663 members 
Mstep: Class 27 contains 15812 members 
Mstep: Class 28 contains 4010 members 
Mstep: Class 29 contains 124560 members 
Mstep: Class 30 contains 10104 members 
Mstep: Class 31 contains 52887 members 
Mstep: Class 32 contains 6297 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3079 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21565 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6048 members 
Mstep: Class 39 contains 6366 members 
Mstep: Class 40 contains 40359 members 
Mstep: Class 41 contains 1960 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8213 members 
Mstep: Class 44 contains 14963 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545648.000000 Penalty: 151704.765625
Iteration 151Q: 46 clusters Score -1.225456e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6655 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 11237 members 
Mstep: Class 5 contains 38136 members 
Mstep: Class 6 contains 6135 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15727 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9186 members 
Mstep: Class 12 contains 2344 members 
Mstep: Class 13 contains 36877 members 
Mstep: Class 14 contains 27547 members 
Mstep: Class 15 contains 14330 members 
Mstep: Class 16 contains 65056 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 27029 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125049 members 
Mstep: Class 24 contains 32979 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9666 members 
Mstep: Class 27 contains 15842 members 
Mstep: Class 28 contains 4011 members 
Mstep: Class 29 contains 124546 members 
Mstep: Class 30 contains 10100 members 
Mstep: Class 31 contains 52886 members 
Mstep: Class 32 contains 6296 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3078 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21582 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6048 members 
Mstep: Class 39 contains 6366 members 
Mstep: Class 40 contains 40342 members 
Mstep: Class 41 contains 1960 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8215 members 
Mstep: Class 44 contains 14967 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545560.000000 Penalty: 151704.765625
Iteration 152Q: 46 clusters Score -1.225456e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6658 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 11229 members 
Mstep: Class 5 contains 38103 members 
Mstep: Class 6 contains 6134 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15729 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9187 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 36876 members 
Mstep: Class 14 contains 27548 members 
Mstep: Class 15 contains 14339 members 
Mstep: Class 16 contains 65048 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 3920 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12823 members 
Mstep: Class 21 contains 27022 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125067 members 
Mstep: Class 24 contains 32975 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9675 members 
Mstep: Class 27 contains 15882 members 
Mstep: Class 28 contains 4010 members 
Mstep: Class 29 contains 124534 members 
Mstep: Class 30 contains 10095 members 
Mstep: Class 31 contains 52887 members 
Mstep: Class 32 contains 6292 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3076 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21593 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6049 members 
Mstep: Class 39 contains 6364 members 
Mstep: Class 40 contains 40326 members 
Mstep: Class 41 contains 1960 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8215 members 
Mstep: Class 44 contains 14974 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545688.000000 Penalty: 151704.765625
Iteration 153Q: 46 clusters Score -1.225457e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6662 members 
Mstep: Class 3 contains 5014 members 
Mstep: Class 4 contains 11219 members 
Mstep: Class 5 contains 38064 members 
Mstep: Class 6 contains 6134 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15724 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 36874 members 
Mstep: Class 14 contains 27550 members 
Mstep: Class 15 contains 14348 members 
Mstep: Class 16 contains 65044 members 
Mstep: Class 17 contains 3387 members 
Mstep: Class 18 contains 3922 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12821 members 
Mstep: Class 21 contains 27018 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125084 members 
Mstep: Class 24 contains 32976 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9677 members 
Mstep: Class 27 contains 15924 members 
Mstep: Class 28 contains 4009 members 
Mstep: Class 29 contains 124523 members 
Mstep: Class 30 contains 10095 members 
Mstep: Class 31 contains 52883 members 
Mstep: Class 32 contains 6290 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3075 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21607 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6048 members 
Mstep: Class 39 contains 6362 members 
Mstep: Class 40 contains 40307 members 
Mstep: Class 41 contains 1960 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8215 members 
Mstep: Class 44 contains 14981 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545624.000000 Penalty: 151704.765625
Iteration 154Q: 46 clusters Score -1.225456e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6681 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 11206 members 
Mstep: Class 5 contains 38031 members 
Mstep: Class 6 contains 6133 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15719 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 13 contains 36873 members 
Mstep: Class 14 contains 27551 members 
Mstep: Class 15 contains 14355 members 
Mstep: Class 16 contains 65038 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 18 contains 3926 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12819 members 
Mstep: Class 21 contains 27018 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125090 members 
Mstep: Class 24 contains 32975 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9684 members 
Mstep: Class 27 contains 15949 members 
Mstep: Class 28 contains 4009 members 
Mstep: Class 29 contains 124512 members 
Mstep: Class 30 contains 10094 members 
Mstep: Class 31 contains 52883 members 
Mstep: Class 32 contains 6288 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3075 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21619 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6049 members 
Mstep: Class 39 contains 6364 members 
Mstep: Class 40 contains 40290 members 
Mstep: Class 41 contains 1961 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8215 members 
Mstep: Class 44 contains 14984 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545456.000000 Penalty: 151704.765625
Iteration 155Q: 46 clusters Score -1.225455e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6696 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 11195 members 
Mstep: Class 5 contains 38000 members 
Mstep: Class 6 contains 6132 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15716 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 2352 members 
Mstep: Class 13 contains 36871 members 
Mstep: Class 14 contains 27552 members 
Mstep: Class 15 contains 14358 members 
Mstep: Class 16 contains 65027 members 
Mstep: Class 17 contains 3394 members 
Mstep: Class 18 contains 3933 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12818 members 
Mstep: Class 21 contains 27016 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125104 members 
Mstep: Class 24 contains 32976 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9687 members 
Mstep: Class 27 contains 15965 members 
Mstep: Class 28 contains 4008 members 
Mstep: Class 29 contains 124503 members 
Mstep: Class 30 contains 10093 members 
Mstep: Class 31 contains 52882 members 
Mstep: Class 32 contains 6289 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3075 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21637 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6050 members 
Mstep: Class 39 contains 6366 members 
Mstep: Class 40 contains 40270 members 
Mstep: Class 41 contains 1962 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8214 members 
Mstep: Class 44 contains 14992 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545448.000000 Penalty: 151704.765625
Iteration 156Q: 46 clusters Score -1.225454e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6691 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 11186 members 
Mstep: Class 5 contains 37981 members 
Mstep: Class 6 contains 6131 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15714 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 36870 members 
Mstep: Class 14 contains 27551 members 
Mstep: Class 15 contains 14365 members 
Mstep: Class 16 contains 65017 members 
Mstep: Class 17 contains 3399 members 
Mstep: Class 18 contains 3937 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12817 members 
Mstep: Class 21 contains 27017 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125124 members 
Mstep: Class 24 contains 32978 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9689 members 
Mstep: Class 27 contains 15988 members 
Mstep: Class 28 contains 4007 members 
Mstep: Class 29 contains 124494 members 
Mstep: Class 30 contains 10090 members 
Mstep: Class 31 contains 52880 members 
Mstep: Class 32 contains 6288 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3075 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21648 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6050 members 
Mstep: Class 39 contains 6368 members 
Mstep: Class 40 contains 40252 members 
Mstep: Class 41 contains 1963 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8214 members 
Mstep: Class 44 contains 14995 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545456.000000 Penalty: 151704.765625
Iteration 157Q: 46 clusters Score -1.225455e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6687 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 11179 members 
Mstep: Class 5 contains 37964 members 
Mstep: Class 6 contains 6130 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15712 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 36869 members 
Mstep: Class 14 contains 27553 members 
Mstep: Class 15 contains 14367 members 
Mstep: Class 16 contains 65009 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 3942 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12815 members 
Mstep: Class 21 contains 27020 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125137 members 
Mstep: Class 24 contains 32979 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9690 members 
Mstep: Class 27 contains 16002 members 
Mstep: Class 28 contains 4007 members 
Mstep: Class 29 contains 124482 members 
Mstep: Class 30 contains 10087 members 
Mstep: Class 31 contains 52878 members 
Mstep: Class 32 contains 6288 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3076 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21662 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6050 members 
Mstep: Class 39 contains 6369 members 
Mstep: Class 40 contains 40243 members 
Mstep: Class 41 contains 1963 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8215 members 
Mstep: Class 44 contains 15002 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122545520.000000 Penalty: 151704.765625
Iteration 158Q: 46 clusters Score -1.225455e+08 nChanged 132
Entering ConstructFrom: 
Score: -122545520.000000 Penalty: 151704.765625
Entering ConstructFrom: 
Trying to split cluster 1 (12256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Entering Unmasked Estep 
Score: -1976112.500000 Penalty: 2334.615234
	Iteration 0F: 2 clusters Score -1976112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1966911.500000 Penalty: 4669.230469
	Iteration 0F: 3 clusters Score -1966912 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1969704.000000 Penalty: 4669.230469
	Iteration 1F: 3 clusters Score -1969704 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1970015.250000 Penalty: 4669.230469
	Iteration 2F: 3 clusters Score -1970015 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1970255.750000 Penalty: 4669.230469
	Iteration 3Q: 3 clusters Score -1970256 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1970464.125000 Penalty: 4669.230469
	Iteration 4Q: 3 clusters Score -1970464 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1970641.125000 Penalty: 4669.230469
	Iteration 5Q: 3 clusters Score -1970641 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1970814.250000 Penalty: 4669.230469
	Iteration 6Q: 3 clusters Score -1970814 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1970960.125000 Penalty: 4669.230469
	Iteration 7Q: 3 clusters Score -1970960 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1971076.500000 Penalty: 4669.230469
	Iteration 8Q: 3 clusters Score -1971076 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1971163.250000 Penalty: 4669.230469
	Iteration 9Q: 3 clusters Score -1971163 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1971245.875000 Penalty: 4669.230469
	Iteration 10Q: 3 clusters Score -1971246 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1971312.250000 Penalty: 4669.230469
	Iteration 11Q: 3 clusters Score -1971312 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1971378.125000 Penalty: 4669.230469
	Iteration 12Q: 3 clusters Score -1971378 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1971454.125000 Penalty: 4669.230469
	Iteration 13Q: 3 clusters Score -1971454 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1971544.000000 Penalty: 4669.230469
	Iteration 14Q: 3 clusters Score -1971544 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1971637.750000 Penalty: 4669.230469
	Iteration 15Q: 3 clusters Score -1971638 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1971743.875000 Penalty: 4669.230469
	Iteration 16Q: 3 clusters Score -1971744 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1971855.750000 Penalty: 4669.230469
	Iteration 17Q: 3 clusters Score -1971856 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1971992.875000 Penalty: 4669.230469
	Iteration 18Q: 3 clusters Score -1971993 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1972154.125000 Penalty: 4669.230469
	Iteration 19Q: 3 clusters Score -1972154 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1972332.500000 Penalty: 4669.230469
	Iteration 20F: 3 clusters Score -1972332 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1972531.750000 Penalty: 4669.230469
	Iteration 21Q: 3 clusters Score -1972532 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1972762.125000 Penalty: 4669.230469
	Iteration 22Q: 3 clusters Score -1972762 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1972994.750000 Penalty: 4669.230469
	Iteration 23Q: 3 clusters Score -1972995 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1973256.500000 Penalty: 4669.230469
	Iteration 24Q: 3 clusters Score -1973256 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1973465.625000 Penalty: 4669.230469
	Iteration 25Q: 3 clusters Score -1973466 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1973619.500000 Penalty: 4669.230469
	Iteration 26Q: 3 clusters Score -1973620 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1973724.875000 Penalty: 4669.230469
	Iteration 27Q: 3 clusters Score -1973725 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1973816.750000 Penalty: 4669.230469
	Iteration 28Q: 3 clusters Score -1973817 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1973894.125000 Penalty: 4669.230469
	Iteration 29Q: 3 clusters Score -1973894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1973939.375000 Penalty: 4669.230469
	Iteration 30Q: 3 clusters Score -1973939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1973970.625000 Penalty: 4669.230469
	Iteration 31Q: 3 clusters Score -1973971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1973986.125000 Penalty: 4669.230469
	Iteration 32Q: 3 clusters Score -1973986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1973997.125000 Penalty: 4669.230469
	Iteration 33Q: 3 clusters Score -1973997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1974011.500000 Penalty: 4669.230469
	Iteration 34Q: 3 clusters Score -1974012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1974032.750000 Penalty: 4669.230469
	Iteration 35Q: 3 clusters Score -1974033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1974048.250000 Penalty: 4669.230469
	Iteration 36Q: 3 clusters Score -1974048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1974068.750000 Penalty: 4669.230469
	Iteration 37Q: 3 clusters Score -1974069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1974081.750000 Penalty: 4669.230469
	Iteration 38Q: 3 clusters Score -1974082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1974093.000000 Penalty: 4669.230469
	Iteration 39Q: 3 clusters Score -1974093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1974101.250000 Penalty: 4669.230469
	Iteration 40F: 3 clusters Score -1974101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1974105.125000 Penalty: 4669.230469
	Iteration 41Q: 3 clusters Score -1974105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1974106.625000 Penalty: 4669.230469
	Iteration 42Q: 3 clusters Score -1974107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1974105.625000 Penalty: 4669.230469
	Iteration 43Q: 3 clusters Score -1974106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1974109.125000 Penalty: 4669.230469
	Iteration 44Q: 3 clusters Score -1974109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1974107.625000 Penalty: 4669.230469
	Iteration 45Q: 3 clusters Score -1974108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1974107.625000 Penalty: 4669.230469
	Iteration 46F: 3 clusters Score -1974108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1017534.687500 Penalty: 2184.438477
	Iteration 0F: 2 clusters Score -1017535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1011934.875000 Penalty: 4368.876953
	Iteration 0F: 3 clusters Score -1011935 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1013644.375000 Penalty: 4368.876953
	Iteration 1F: 3 clusters Score -1013644 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1014127.250000 Penalty: 4368.876953
	Iteration 2F: 3 clusters Score -1014127 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1014573.562500 Penalty: 4368.876953
	Iteration 3F: 3 clusters Score -1014574 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1014951.625000 Penalty: 4368.876953
	Iteration 4F: 3 clusters Score -1014952 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1015241.250000 Penalty: 4368.876953
	Iteration 5F: 3 clusters Score -1015241 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1015511.250000 Penalty: 4368.876953
	Iteration 6F: 3 clusters Score -1015511 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1015746.187500 Penalty: 4368.876953
	Iteration 7Q: 3 clusters Score -1015746 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1015915.937500 Penalty: 4368.876953
	Iteration 8Q: 3 clusters Score -1015916 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1016046.937500 Penalty: 4368.876953
	Iteration 9Q: 3 clusters Score -1016047 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1016133.187500 Penalty: 4368.876953
	Iteration 10Q: 3 clusters Score -1016133 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1016204.562500 Penalty: 4368.876953
	Iteration 11Q: 3 clusters Score -1016205 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1016265.250000 Penalty: 4368.876953
	Iteration 12Q: 3 clusters Score -1016265 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1016310.375000 Penalty: 4368.876953
	Iteration 13Q: 3 clusters Score -1016310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1016353.812500 Penalty: 4368.876953
	Iteration 14Q: 3 clusters Score -1016354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1016397.125000 Penalty: 4368.876953
	Iteration 15Q: 3 clusters Score -1016397 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1016426.625000 Penalty: 4368.876953
	Iteration 16Q: 3 clusters Score -1016427 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1016450.000000 Penalty: 4368.876953
	Iteration 17Q: 3 clusters Score -1016450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1016475.375000 Penalty: 4368.876953
	Iteration 18Q: 3 clusters Score -1016475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1016497.937500 Penalty: 4368.876953
	Iteration 19Q: 3 clusters Score -1016498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1016513.500000 Penalty: 4368.876953
	Iteration 20F: 3 clusters Score -1016514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1016525.812500 Penalty: 4368.876953
	Iteration 21Q: 3 clusters Score -1016526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1016536.812500 Penalty: 4368.876953
	Iteration 22Q: 3 clusters Score -1016537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1016544.562500 Penalty: 4368.876953
	Iteration 23Q: 3 clusters Score -1016545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1016553.375000 Penalty: 4368.876953
	Iteration 24Q: 3 clusters Score -1016553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1016558.500000 Penalty: 4368.876953
	Iteration 25Q: 3 clusters Score -1016558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1016562.500000 Penalty: 4368.876953
	Iteration 26Q: 3 clusters Score -1016562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1016568.562500 Penalty: 4368.876953
	Iteration 27Q: 3 clusters Score -1016569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1016571.312500 Penalty: 4368.876953
	Iteration 28Q: 3 clusters Score -1016571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1016572.437500 Penalty: 4368.876953
	Iteration 29Q: 3 clusters Score -1016572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1016576.750000 Penalty: 4368.876953
	Iteration 30Q: 3 clusters Score -1016577 nChanged 9
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: -1016576.500000 Penalty: 4368.876953
	Iteration 31Q: 3 clusters Score -1016576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1016578.812500 Penalty: 4368.876953
	Iteration 32Q: 3 clusters Score -1016579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1016578.500000 Penalty: 4368.876953
	Iteration 33Q: 3 clusters Score -1016578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1016580.875000 Penalty: 4368.876953
	Iteration 34Q: 3 clusters Score -1016581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1016584.187500 Penalty: 4368.876953
	Iteration 35Q: 3 clusters Score -1016584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1016585.812500 Penalty: 4368.876953
	Iteration 36Q: 3 clusters Score -1016586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1016588.750000 Penalty: 4368.876953
	Iteration 37Q: 3 clusters Score -1016589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1016589.750000 Penalty: 4368.876953
	Iteration 38Q: 3 clusters Score -1016590 nChanged 6
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: -1016591.437500 Penalty: 4368.876953
	Iteration 39Q: 3 clusters Score -1016591 nChanged 7
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: -1016595.187500 Penalty: 4368.876953
	Iteration 40F: 3 clusters Score -1016595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1016597.250000 Penalty: 4368.876953
	Iteration 41Q: 3 clusters Score -1016597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1016598.187500 Penalty: 4368.876953
	Iteration 42Q: 3 clusters Score -1016598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1016598.500000 Penalty: 4368.876953
	Iteration 43Q: 3 clusters Score -1016598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1016603.937500 Penalty: 4368.876953
	Iteration 44Q: 3 clusters Score -1016604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1016609.500000 Penalty: 4368.876953
	Iteration 45Q: 3 clusters Score -1016610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1016613.937500 Penalty: 4368.876953
	Iteration 46Q: 3 clusters Score -1016614 nChanged 15
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: -1016622.187500 Penalty: 4368.876953
	Iteration 47Q: 3 clusters Score -1016622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1016625.875000 Penalty: 4368.876953
	Iteration 48Q: 3 clusters Score -1016626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1016628.250000 Penalty: 4368.876953
	Iteration 49Q: 3 clusters Score -1016628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1016631.625000 Penalty: 4368.876953
	Iteration 50Q: 3 clusters Score -1016632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1016638.250000 Penalty: 4368.876953
	Iteration 51Q: 3 clusters Score -1016638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1016643.062500 Penalty: 4368.876953
	Iteration 52Q: 3 clusters Score -1016643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1016647.437500 Penalty: 4368.876953
	Iteration 53Q: 3 clusters Score -1016647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1016652.375000 Penalty: 4368.876953
	Iteration 54Q: 3 clusters Score -1016652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1016652.625000 Penalty: 4368.876953
	Iteration 55Q: 3 clusters Score -1016653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1016656.500000 Penalty: 4368.876953
	Iteration 56Q: 3 clusters Score -1016656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1016661.750000 Penalty: 4368.876953
	Iteration 57Q: 3 clusters Score -1016662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1016668.625000 Penalty: 4368.876953
	Iteration 58Q: 3 clusters Score -1016669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1016674.000000 Penalty: 4368.876953
	Iteration 59Q: 3 clusters Score -1016674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1016680.000000 Penalty: 4368.876953
	Iteration 60F: 3 clusters Score -1016680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1016680.187500 Penalty: 4368.876953
	Iteration 61Q: 3 clusters Score -1016680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1016685.187500 Penalty: 4368.876953
	Iteration 62Q: 3 clusters Score -1016685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1016686.375000 Penalty: 4368.876953
	Iteration 63Q: 3 clusters Score -1016686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1016690.812500 Penalty: 4368.876953
	Iteration 64Q: 3 clusters Score -1016691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1016693.062500 Penalty: 4368.876953
	Iteration 65Q: 3 clusters Score -1016693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1016691.500000 Penalty: 4368.876953
	Iteration 66Q: 3 clusters Score -1016692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1016692.250000 Penalty: 4368.876953
	Iteration 67Q: 3 clusters Score -1016692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1016693.375000 Penalty: 4368.876953
	Iteration 68Q: 3 clusters Score -1016693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1016692.062500 Penalty: 4368.876953
	Iteration 69Q: 3 clusters Score -1016692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1016692.812500 Penalty: 4368.876953
	Iteration 70Q: 3 clusters Score -1016693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1016692.812500 Penalty: 4368.876953
	Iteration 71F: 3 clusters Score -1016693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Entering Unmasked Estep 
Score: -785139.250000 Penalty: 2112.809082
	Iteration 0F: 2 clusters Score -785139.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -780631.062500 Penalty: 4225.618164
	Iteration 0F: 3 clusters Score -780631.1 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -781680.437500 Penalty: 4225.618164
	Iteration 1F: 3 clusters Score -781680.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -781927.437500 Penalty: 4225.618164
	Iteration 2F: 3 clusters Score -781927.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -782072.875000 Penalty: 4225.618164
	Iteration 3F: 3 clusters Score -782072.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -782188.687500 Penalty: 4225.618164
	Iteration 4Q: 3 clusters Score -782188.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -782298.937500 Penalty: 4225.618164
	Iteration 5Q: 3 clusters Score -782298.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -782401.125000 Penalty: 4225.618164
	Iteration 6Q: 3 clusters Score -782401.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -782472.000000 Penalty: 4225.618164
	Iteration 7Q: 3 clusters Score -782472 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -782534.125000 Penalty: 4225.618164
	Iteration 8Q: 3 clusters Score -782534.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -782593.812500 Penalty: 4225.618164
	Iteration 9Q: 3 clusters Score -782593.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -782645.937500 Penalty: 4225.618164
	Iteration 10Q: 3 clusters Score -782645.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -782693.750000 Penalty: 4225.618164
	Iteration 11Q: 3 clusters Score -782693.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -782730.750000 Penalty: 4225.618164
	Iteration 12Q: 3 clusters Score -782730.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -782770.625000 Penalty: 4225.618164
	Iteration 13Q: 3 clusters Score -782770.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -782809.000000 Penalty: 4225.618164
	Iteration 14Q: 3 clusters Score -782809 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -782835.062500 Penalty: 4225.618164
	Iteration 15Q: 3 clusters Score -782835.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -782855.125000 Penalty: 4225.618164
	Iteration 16Q: 3 clusters Score -782855.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -782878.437500 Penalty: 4225.618164
	Iteration 17Q: 3 clusters Score -782878.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -782892.875000 Penalty: 4225.618164
	Iteration 18Q: 3 clusters Score -782892.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -782904.125000 Penalty: 4225.618164
	Iteration 19Q: 3 clusters Score -782904.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -782916.562500 Penalty: 4225.618164
	Iteration 20F: 3 clusters Score -782916.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -782930.375000 Penalty: 4225.618164
	Iteration 21Q: 3 clusters Score -782930.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -782945.500000 Penalty: 4225.618164
	Iteration 22Q: 3 clusters Score -782945.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -782960.875000 Penalty: 4225.618164
	Iteration 23Q: 3 clusters Score -782960.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -782979.562500 Penalty: 4225.618164
	Iteration 24Q: 3 clusters Score -782979.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -782994.437500 Penalty: 4225.618164
	Iteration 25Q: 3 clusters Score -782994.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -783011.187500 Penalty: 4225.618164
	Iteration 26Q: 3 clusters Score -783011.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -783027.875000 Penalty: 4225.618164
	Iteration 27Q: 3 clusters Score -783027.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -783046.062500 Penalty: 4225.618164
	Iteration 28Q: 3 clusters Score -783046.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -783061.562500 Penalty: 4225.618164
	Iteration 29Q: 3 clusters Score -783061.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -783073.062500 Penalty: 4225.618164
	Iteration 30Q: 3 clusters Score -783073.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -783083.125000 Penalty: 4225.618164
	Iteration 31Q: 3 clusters Score -783083.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -783094.000000 Penalty: 4225.618164
	Iteration 32Q: 3 clusters Score -783094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -783099.562500 Penalty: 4225.618164
	Iteration 33Q: 3 clusters Score -783099.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -783105.125000 Penalty: 4225.618164
	Iteration 34Q: 3 clusters Score -783105.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -783110.250000 Penalty: 4225.618164
	Iteration 35Q: 3 clusters Score -783110.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -783117.312500 Penalty: 4225.618164
	Iteration 36Q: 3 clusters Score -783117.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -783123.687500 Penalty: 4225.618164
	Iteration 37Q: 3 clusters Score -783123.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -783125.687500 Penalty: 4225.618164
	Iteration 38Q: 3 clusters Score -783125.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -783129.812500 Penalty: 4225.618164
	Iteration 39Q: 3 clusters Score -783129.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -783134.062500 Penalty: 4225.618164
	Iteration 40F: 3 clusters Score -783134.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -783139.125000 Penalty: 4225.618164
	Iteration 41Q: 3 clusters Score -783139.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -783148.812500 Penalty: 4225.618164
	Iteration 42Q: 3 clusters Score -783148.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -783162.875000 Penalty: 4225.618164
	Iteration 43Q: 3 clusters Score -783162.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -783174.000000 Penalty: 4225.618164
	Iteration 44Q: 3 clusters Score -783174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -783189.812500 Penalty: 4225.618164
	Iteration 45Q: 3 clusters Score -783189.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -783199.312500 Penalty: 4225.618164
	Iteration 46Q: 3 clusters Score -783199.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -783208.187500 Penalty: 4225.618164
	Iteration 47Q: 3 clusters Score -783208.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -783217.937500 Penalty: 4225.618164
	Iteration 48Q: 3 clusters Score -783217.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -783224.937500 Penalty: 4225.618164
	Iteration 49Q: 3 clusters Score -783224.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -783232.187500 Penalty: 4225.618164
	Iteration 50Q: 3 clusters Score -783232.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -783239.375000 Penalty: 4225.618164
	Iteration 51Q: 3 clusters Score -783239.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -783248.875000 Penalty: 4225.618164
	Iteration 52Q: 3 clusters Score -783248.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -783254.937500 Penalty: 4225.618164
	Iteration 53Q: 3 clusters Score -783254.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -783263.625000 Penalty: 4225.618164
	Iteration 54Q: 3 clusters Score -783263.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -783271.187500 Penalty: 4225.618164
	Iteration 55Q: 3 clusters Score -783271.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -783279.750000 Penalty: 4225.618164
	Iteration 56Q: 3 clusters Score -783279.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -783287.125000 Penalty: 4225.618164
	Iteration 57Q: 3 clusters Score -783287.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -783293.812500 Penalty: 4225.618164
	Iteration 58Q: 3 clusters Score -783293.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -783303.562500 Penalty: 4225.618164
	Iteration 59Q: 3 clusters Score -783303.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -783309.875000 Penalty: 4225.618164
	Iteration 60F: 3 clusters Score -783309.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -783314.187500 Penalty: 4225.618164
	Iteration 61Q: 3 clusters Score -783314.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -783317.000000 Penalty: 4225.618164
	Iteration 62Q: 3 clusters Score -783317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -783319.312500 Penalty: 4225.618164
	Iteration 63Q: 3 clusters Score -783319.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -783317.437500 Penalty: 4225.618164
	Iteration 64Q: 3 clusters Score -783317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -783317.062500 Penalty: 4225.618164
	Iteration 65Q: 3 clusters Score -783317.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -783319.625000 Penalty: 4225.618164
	Iteration 66Q: 3 clusters Score -783319.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -783320.437500 Penalty: 4225.618164
	Iteration 67Q: 3 clusters Score -783320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -783320.875000 Penalty: 4225.618164
	Iteration 68Q: 3 clusters Score -783320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -783320.000000 Penalty: 4225.618164
	Iteration 69Q: 3 clusters Score -783320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -783321.500000 Penalty: 4225.618164
	Iteration 70Q: 3 clusters Score -783321.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -783322.187500 Penalty: 4225.618164
	Iteration 71Q: 3 clusters Score -783322.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -783324.875000 Penalty: 4225.618164
	Iteration 72Q: 3 clusters Score -783324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -783324.062500 Penalty: 4225.618164
	Iteration 73Q: 3 clusters Score -783324.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -783325.125000 Penalty: 4225.618164
	Iteration 74Q: 3 clusters Score -783325.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -783325.562500 Penalty: 4225.618164
	Iteration 75Q: 3 clusters Score -783325.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -783326.187500 Penalty: 4225.618164
	Iteration 76Q: 3 clusters Score -783326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -783327.937500 Penalty: 4225.618164
	Iteration 77Q: 3 clusters Score -783327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -783327.937500 Penalty: 4225.618164
	Iteration 78F: 3 clusters Score -783327.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Entering Unmasked Estep 
Score: -1627724.750000 Penalty: 2311.693604
	Iteration 0F: 2 clusters Score -1627725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1619298.500000 Penalty: 4623.387207
	Iteration 0F: 3 clusters Score -1619298 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1621948.500000 Penalty: 4623.387207
	Iteration 1F: 3 clusters Score -1621948 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1622551.500000 Penalty: 4623.387207
	Iteration 2F: 3 clusters Score -1622552 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1623075.375000 Penalty: 4623.387207
	Iteration 3F: 3 clusters Score -1623075 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1623455.250000 Penalty: 4623.387207
	Iteration 4F: 3 clusters Score -1623455 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1623808.875000 Penalty: 4623.387207
	Iteration 5F: 3 clusters Score -1623809 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1624120.375000 Penalty: 4623.387207
	Iteration 6Q: 3 clusters Score -1624120 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1624412.625000 Penalty: 4623.387207
	Iteration 7Q: 3 clusters Score -1624413 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1624657.375000 Penalty: 4623.387207
	Iteration 8Q: 3 clusters Score -1624657 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1624866.375000 Penalty: 4623.387207
	Iteration 9Q: 3 clusters Score -1624866 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1625069.250000 Penalty: 4623.387207
	Iteration 10Q: 3 clusters Score -1625069 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1625219.125000 Penalty: 4623.387207
	Iteration 11Q: 3 clusters Score -1625219 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1625355.375000 Penalty: 4623.387207
	Iteration 12Q: 3 clusters Score -1625355 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1625469.625000 Penalty: 4623.387207
	Iteration 13Q: 3 clusters Score -1625470 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1625564.625000 Penalty: 4623.387207
	Iteration 14Q: 3 clusters Score -1625565 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1625634.375000 Penalty: 4623.387207
	Iteration 15Q: 3 clusters Score -1625634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1625683.000000 Penalty: 4623.387207
	Iteration 16Q: 3 clusters Score -1625683 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1625727.875000 Penalty: 4623.387207
	Iteration 17Q: 3 clusters Score -1625728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1625769.500000 Penalty: 4623.387207
	Iteration 18Q: 3 clusters Score -1625770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1625795.125000 Penalty: 4623.387207
	Iteration 19Q: 3 clusters Score -1625795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1625810.875000 Penalty: 4623.387207
	Iteration 20F: 3 clusters Score -1625811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1625828.125000 Penalty: 4623.387207
	Iteration 21Q: 3 clusters Score -1625828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1625840.875000 Penalty: 4623.387207
	Iteration 22Q: 3 clusters Score -1625841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1625854.000000 Penalty: 4623.387207
	Iteration 23Q: 3 clusters Score -1625854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1625860.625000 Penalty: 4623.387207
	Iteration 24Q: 3 clusters Score -1625861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1625870.500000 Penalty: 4623.387207
	Iteration 25Q: 3 clusters Score -1625870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1625876.250000 Penalty: 4623.387207
	Iteration 26Q: 3 clusters Score -1625876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1625891.250000 Penalty: 4623.387207
	Iteration 27Q: 3 clusters Score -1625891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1625902.500000 Penalty: 4623.387207
	Iteration 28Q: 3 clusters Score -1625902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1625907.125000 Penalty: 4623.387207
	Iteration 29Q: 3 clusters Score -1625907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1625914.875000 Penalty: 4623.387207
	Iteration 30Q: 3 clusters Score -1625915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1625920.750000 Penalty: 4623.387207
	Iteration 31Q: 3 clusters Score -1625921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1625927.750000 Penalty: 4623.387207
	Iteration 32Q: 3 clusters Score -1625928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1625928.500000 Penalty: 4623.387207
	Iteration 33Q: 3 clusters Score -1625928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1625930.750000 Penalty: 4623.387207
	Iteration 34Q: 3 clusters Score -1625931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1625931.875000 Penalty: 4623.387207
	Iteration 35Q: 3 clusters Score -1625932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1625933.125000 Penalty: 4623.387207
	Iteration 36Q: 3 clusters Score -1625933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1625932.750000 Penalty: 4623.387207
	Iteration 37Q: 3 clusters Score -1625933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1625933.875000 Penalty: 4623.387207
	Iteration 38Q: 3 clusters Score -1625934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1625936.125000 Penalty: 4623.387207
	Iteration 39Q: 3 clusters Score -1625936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1625938.125000 Penalty: 4623.387207
	Iteration 40F: 3 clusters Score -1625938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1625938.750000 Penalty: 4623.387207
	Iteration 41Q: 3 clusters Score -1625939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1625941.125000 Penalty: 4623.387207
	Iteration 42Q: 3 clusters Score -1625941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1625945.375000 Penalty: 4623.387207
	Iteration 43Q: 3 clusters Score -1625945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1625948.875000 Penalty: 4623.387207
	Iteration 44Q: 3 clusters Score -1625949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1625952.500000 Penalty: 4623.387207
	Iteration 45Q: 3 clusters Score -1625952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1625951.500000 Penalty: 4623.387207
	Iteration 46Q: 3 clusters Score -1625952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1625955.375000 Penalty: 4623.387207
	Iteration 47Q: 3 clusters Score -1625955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1625956.375000 Penalty: 4623.387207
	Iteration 48Q: 3 clusters Score -1625956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1625956.375000 Penalty: 4623.387207
	Iteration 49F: 3 clusters Score -1625956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Entering Unmasked Estep 
Score: -5975530.000000 Penalty: 2614.852783
	Iteration 0F: 2 clusters Score -5975530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -5949760.000000 Penalty: 5229.705566
	Iteration 0F: 3 clusters Score -5949760 nChanged 17335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -5959486.500000 Penalty: 5229.705566
	Iteration 1F: 3 clusters Score -5959486 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -5960364.500000 Penalty: 5229.705566
	Iteration 2F: 3 clusters Score -5960364 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -5961487.000000 Penalty: 5229.705566
	Iteration 3F: 3 clusters Score -5961487 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -5962968.500000 Penalty: 5229.705566
	Iteration 4F: 3 clusters Score -5962968 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -5964654.500000 Penalty: 5229.705566
	Iteration 5F: 3 clusters Score -5964654 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -5966286.500000 Penalty: 5229.705566
	Iteration 6F: 3 clusters Score -5966286 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -5967877.500000 Penalty: 5229.705566
	Iteration 7F: 3 clusters Score -5967878 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -5969509.500000 Penalty: 5229.705566
	Iteration 8F: 3 clusters Score -5969510 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -5971138.000000 Penalty: 5229.705566
	Iteration 9F: 3 clusters Score -5971138 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -5972341.500000 Penalty: 5229.705566
	Iteration 10Q: 3 clusters Score -5972342 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -5972983.500000 Penalty: 5229.705566
	Iteration 11Q: 3 clusters Score -5972984 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -5973318.000000 Penalty: 5229.705566
	Iteration 12Q: 3 clusters Score -5973318 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -5973509.500000 Penalty: 5229.705566
	Iteration 13Q: 3 clusters Score -5973510 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -5973635.500000 Penalty: 5229.705566
	Iteration 14Q: 3 clusters Score -5973636 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -5973723.000000 Penalty: 5229.705566
	Iteration 15Q: 3 clusters Score -5973723 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -5973798.000000 Penalty: 5229.705566
	Iteration 16Q: 3 clusters Score -5973798 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -5973850.500000 Penalty: 5229.705566
	Iteration 17Q: 3 clusters Score -5973850 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -5973887.500000 Penalty: 5229.705566
	Iteration 18Q: 3 clusters Score -5973888 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -5973905.500000 Penalty: 5229.705566
	Iteration 19Q: 3 clusters Score -5973906 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -5973932.500000 Penalty: 5229.705566
	Iteration 20F: 3 clusters Score -5973932 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -5973949.500000 Penalty: 5229.705566
	Iteration 21Q: 3 clusters Score -5973950 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -5973981.000000 Penalty: 5229.705566
	Iteration 22Q: 3 clusters Score -5973981 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -5973975.500000 Penalty: 5229.705566
	Iteration 23Q: 3 clusters Score -5973976 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -5973973.000000 Penalty: 5229.705566
	Iteration 24Q: 3 clusters Score -5973973 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -5973973.500000 Penalty: 5229.705566
	Iteration 25Q: 3 clusters Score -5973974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -5973984.000000 Penalty: 5229.705566
	Iteration 26Q: 3 clusters Score -5973984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -5973984.000000 Penalty: 5229.705566
	Iteration 27Q: 3 clusters Score -5973984 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -5974002.000000 Penalty: 5229.705566
	Iteration 28Q: 3 clusters Score -5974002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -5974014.500000 Penalty: 5229.705566
	Iteration 29Q: 3 clusters Score -5974014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -5974028.000000 Penalty: 5229.705566
	Iteration 30Q: 3 clusters Score -5974028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -5974013.500000 Penalty: 5229.705566
	Iteration 31Q: 3 clusters Score -5974014 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -5974019.500000 Penalty: 5229.705566
	Iteration 32Q: 3 clusters Score -5974020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -5974020.000000 Penalty: 5229.705566
	Iteration 33Q: 3 clusters Score -5974020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -5974016.500000 Penalty: 5229.705566
	Iteration 34Q: 3 clusters Score -5974016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -5974013.500000 Penalty: 5229.705566
	Iteration 35Q: 3 clusters Score -5974014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -5974007.500000 Penalty: 5229.705566
	Iteration 36Q: 3 clusters Score -5974008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -5974009.000000 Penalty: 5229.705566
	Iteration 37Q: 3 clusters Score -5974009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -5974022.500000 Penalty: 5229.705566
	Iteration 38Q: 3 clusters Score -5974022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -5974027.000000 Penalty: 5229.705566
	Iteration 39Q: 3 clusters Score -5974027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -5974038.000000 Penalty: 5229.705566
	Iteration 40F: 3 clusters Score -5974038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -5974042.000000 Penalty: 5229.705566
	Iteration 41Q: 3 clusters Score -5974042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -5974041.000000 Penalty: 5229.705566
	Iteration 42Q: 3 clusters Score -5974041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -5974033.500000 Penalty: 5229.705566
	Iteration 43Q: 3 clusters Score -5974034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -5974035.000000 Penalty: 5229.705566
	Iteration 44Q: 3 clusters Score -5974035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -5974039.000000 Penalty: 5229.705566
	Iteration 45Q: 3 clusters Score -5974039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -5974038.000000 Penalty: 5229.705566
	Iteration 46Q: 3 clusters Score -5974038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -5974040.000000 Penalty: 5229.705566
	Iteration 47Q: 3 clusters Score -5974040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -5974042.000000 Penalty: 5229.705566
	Iteration 48Q: 3 clusters Score -5974042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -5974046.500000 Penalty: 5229.705566
	Iteration 49Q: 3 clusters Score -5974046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -5974039.500000 Penalty: 5229.705566
	Iteration 50Q: 3 clusters Score -5974040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -5974040.500000 Penalty: 5229.705566
	Iteration 51Q: 3 clusters Score -5974040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -5974045.500000 Penalty: 5229.705566
	Iteration 52Q: 3 clusters Score -5974046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -5974044.500000 Penalty: 5229.705566
	Iteration 53Q: 3 clusters Score -5974044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -5974047.000000 Penalty: 5229.705566
	Iteration 54Q: 3 clusters Score -5974047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -5974048.000000 Penalty: 5229.705566
	Iteration 55Q: 3 clusters Score -5974048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -5974047.000000 Penalty: 5229.705566
	Iteration 56Q: 3 clusters Score -5974047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -5974047.000000 Penalty: 5229.705566
	Iteration 57F: 3 clusters Score -5974047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Entering Unmasked Estep 
Score: -947933.000000 Penalty: 2162.755127
	Iteration 0F: 2 clusters Score -947933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -942774.375000 Penalty: 4325.510254
	Iteration 0F: 3 clusters Score -942774.4 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -944213.312500 Penalty: 4325.510254
	Iteration 1F: 3 clusters Score -944213.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -944723.000000 Penalty: 4325.510254
	Iteration 2F: 3 clusters Score -944723 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -945214.687500 Penalty: 4325.510254
	Iteration 3F: 3 clusters Score -945214.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -945626.625000 Penalty: 4325.510254
	Iteration 4F: 3 clusters Score -945626.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -945991.875000 Penalty: 4325.510254
	Iteration 5F: 3 clusters Score -945991.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -946284.562500 Penalty: 4325.510254
	Iteration 6F: 3 clusters Score -946284.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -946491.125000 Penalty: 4325.510254
	Iteration 7Q: 3 clusters Score -946491.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -946649.062500 Penalty: 4325.510254
	Iteration 8Q: 3 clusters Score -946649.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -946772.562500 Penalty: 4325.510254
	Iteration 9Q: 3 clusters Score -946772.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -946852.312500 Penalty: 4325.510254
	Iteration 10Q: 3 clusters Score -946852.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -946906.000000 Penalty: 4325.510254
	Iteration 11Q: 3 clusters Score -946906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -946940.000000 Penalty: 4325.510254
	Iteration 12Q: 3 clusters Score -946940 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -946965.500000 Penalty: 4325.510254
	Iteration 13Q: 3 clusters Score -946965.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -946985.000000 Penalty: 4325.510254
	Iteration 14Q: 3 clusters Score -946985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -947003.437500 Penalty: 4325.510254
	Iteration 15Q: 3 clusters Score -947003.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -947009.375000 Penalty: 4325.510254
	Iteration 16Q: 3 clusters Score -947009.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -947015.500000 Penalty: 4325.510254
	Iteration 17Q: 3 clusters Score -947015.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -947020.875000 Penalty: 4325.510254
	Iteration 18Q: 3 clusters Score -947020.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -947026.062500 Penalty: 4325.510254
	Iteration 19Q: 3 clusters Score -947026.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -947025.937500 Penalty: 4325.510254
	Iteration 20F: 3 clusters Score -947025.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -947026.062500 Penalty: 4325.510254
	Iteration 21Q: 3 clusters Score -947026.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -947030.562500 Penalty: 4325.510254
	Iteration 22Q: 3 clusters Score -947030.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -947031.500000 Penalty: 4325.510254
	Iteration 23Q: 3 clusters Score -947031.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -947031.437500 Penalty: 4325.510254
	Iteration 24Q: 3 clusters Score -947031.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -947032.437500 Penalty: 4325.510254
	Iteration 25Q: 3 clusters Score -947032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -947032.437500 Penalty: 4325.510254
	Iteration 26F: 3 clusters Score -947032.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -127736.585938 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -127736.6 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 442 members 
Entering Unmasked Estep 
Score: -125973.835938 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -125973.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -126293.054688 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -126293.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -126446.046875 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -126446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -126573.109375 Penalty: 3366.211670
	Iteration 3F: 3 clusters Score -126573.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -126675.695312 Penalty: 3366.211670
	Iteration 4Q: 3 clusters Score -126675.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -126841.687500 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -126841.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -127058.609375 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -127058.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -127178.789062 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -127178.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -127269.695312 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -127269.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -127322.078125 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -127322.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -127353.453125 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -127353.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -127385.765625 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -127385.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -127412.632812 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -127412.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -127433.218750 Penalty: 3366.211670
	Iteration 13Q: 3 clusters Score -127433.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -127447.820312 Penalty: 3366.211670
	Iteration 14Q: 3 clusters Score -127447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -127455.250000 Penalty: 3366.211670
	Iteration 15Q: 3 clusters Score -127455.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -127468.742188 Penalty: 3366.211670
	Iteration 16Q: 3 clusters Score -127468.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -127477.914062 Penalty: 3366.211670
	Iteration 17Q: 3 clusters Score -127477.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -127489.640625 Penalty: 3366.211670
	Iteration 18Q: 3 clusters Score -127489.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -127498.531250 Penalty: 3366.211670
	Iteration 19Q: 3 clusters Score -127498.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -127507.554688 Penalty: 3366.211670
	Iteration 20F: 3 clusters Score -127507.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -127518.937500 Penalty: 3366.211670
	Iteration 21Q: 3 clusters Score -127518.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -127520.585938 Penalty: 3366.211670
	Iteration 22Q: 3 clusters Score -127520.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -127523.078125 Penalty: 3366.211670
	Iteration 23Q: 3 clusters Score -127523.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -127523.078125 Penalty: 3366.211670
	Iteration 24F: 3 clusters Score -127523.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Entering Unmasked Estep 
Score: -2481739.000000 Penalty: 2396.220703
	Iteration 0F: 2 clusters Score -2481739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2470352.000000 Penalty: 4792.441406
	Iteration 0F: 3 clusters Score -2470352 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2474006.750000 Penalty: 4792.441406
	Iteration 1F: 3 clusters Score -2474007 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2474411.250000 Penalty: 4792.441406
	Iteration 2F: 3 clusters Score -2474411 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2474829.500000 Penalty: 4792.441406
	Iteration 3F: 3 clusters Score -2474830 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2475317.250000 Penalty: 4792.441406
	Iteration 4F: 3 clusters Score -2475317 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2475946.000000 Penalty: 4792.441406
	Iteration 5F: 3 clusters Score -2475946 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2476785.000000 Penalty: 4792.441406
	Iteration 6F: 3 clusters Score -2476785 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2477787.250000 Penalty: 4792.441406
	Iteration 7F: 3 clusters Score -2477787 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2478824.000000 Penalty: 4792.441406
	Iteration 8F: 3 clusters Score -2478824 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2479871.500000 Penalty: 4792.441406
	Iteration 9F: 3 clusters Score -2479872 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2480623.000000 Penalty: 4792.441406
	Iteration 10Q: 3 clusters Score -2480623 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2480871.750000 Penalty: 4792.441406
	Iteration 11Q: 3 clusters Score -2480872 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2480992.250000 Penalty: 4792.441406
	Iteration 12Q: 3 clusters Score -2480992 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2481063.250000 Penalty: 4792.441406
	Iteration 13Q: 3 clusters Score -2481063 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2481101.500000 Penalty: 4792.441406
	Iteration 14Q: 3 clusters Score -2481102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2481115.750000 Penalty: 4792.441406
	Iteration 15Q: 3 clusters Score -2481116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2481127.500000 Penalty: 4792.441406
	Iteration 16Q: 3 clusters Score -2481128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2481132.750000 Penalty: 4792.441406
	Iteration 17Q: 3 clusters Score -2481133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2481142.500000 Penalty: 4792.441406
	Iteration 18Q: 3 clusters Score -2481142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2481134.500000 Penalty: 4792.441406
	Iteration 19Q: 3 clusters Score -2481134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2481136.750000 Penalty: 4792.441406
	Iteration 20F: 3 clusters Score -2481137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2481143.250000 Penalty: 4792.441406
	Iteration 21Q: 3 clusters Score -2481143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2481141.750000 Penalty: 4792.441406
	Iteration 22Q: 3 clusters Score -2481142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2481145.000000 Penalty: 4792.441406
	Iteration 23Q: 3 clusters Score -2481145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2481145.250000 Penalty: 4792.441406
	Iteration 24Q: 3 clusters Score -2481145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2481149.250000 Penalty: 4792.441406
	Iteration 25Q: 3 clusters Score -2481149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2481153.250000 Penalty: 4792.441406
	Iteration 26Q: 3 clusters Score -2481153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2481154.250000 Penalty: 4792.441406
	Iteration 27Q: 3 clusters Score -2481154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2481153.250000 Penalty: 4792.441406
	Iteration 28Q: 3 clusters Score -2481153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2481154.000000 Penalty: 4792.441406
	Iteration 29Q: 3 clusters Score -2481154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2481155.000000 Penalty: 4792.441406
	Iteration 30Q: 3 clusters Score -2481155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2481152.750000 Penalty: 4792.441406
	Iteration 31Q: 3 clusters Score -2481153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2481151.750000 Penalty: 4792.441406
	Iteration 32Q: 3 clusters Score -2481152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2481153.000000 Penalty: 4792.441406
	Iteration 33Q: 3 clusters Score -2481153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2481153.000000 Penalty: 4792.441406
	Iteration 34Q: 3 clusters Score -2481153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2481155.000000 Penalty: 4792.441406
	Iteration 35Q: 3 clusters Score -2481155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2481155.000000 Penalty: 4792.441406
	Iteration 36F: 3 clusters Score -2481155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Entering Unmasked Estep 
Score: -1036116.875000 Penalty: 2181.604736
	Iteration 0F: 2 clusters Score -1036117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1030621.312500 Penalty: 4363.209473
	Iteration 0F: 3 clusters Score -1030621 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1032038.062500 Penalty: 4363.209473
	Iteration 1F: 3 clusters Score -1032038 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1032275.187500 Penalty: 4363.209473
	Iteration 2F: 3 clusters Score -1032275 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1032432.437500 Penalty: 4363.209473
	Iteration 3Q: 3 clusters Score -1032432 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1032555.562500 Penalty: 4363.209473
	Iteration 4Q: 3 clusters Score -1032556 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1032671.000000 Penalty: 4363.209473
	Iteration 5Q: 3 clusters Score -1032671 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1032784.375000 Penalty: 4363.209473
	Iteration 6Q: 3 clusters Score -1032784 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1032889.000000 Penalty: 4363.209473
	Iteration 7Q: 3 clusters Score -1032889 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1033001.500000 Penalty: 4363.209473
	Iteration 8Q: 3 clusters Score -1033002 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1033149.812500 Penalty: 4363.209473
	Iteration 9Q: 3 clusters Score -1033150 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1033319.250000 Penalty: 4363.209473
	Iteration 10Q: 3 clusters Score -1033319 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1033473.687500 Penalty: 4363.209473
	Iteration 11Q: 3 clusters Score -1033474 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1033596.687500 Penalty: 4363.209473
	Iteration 12Q: 3 clusters Score -1033597 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1033709.750000 Penalty: 4363.209473
	Iteration 13Q: 3 clusters Score -1033710 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1033804.500000 Penalty: 4363.209473
	Iteration 14Q: 3 clusters Score -1033804 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1033894.750000 Penalty: 4363.209473
	Iteration 15Q: 3 clusters Score -1033895 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1033971.937500 Penalty: 4363.209473
	Iteration 16Q: 3 clusters Score -1033972 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1034052.000000 Penalty: 4363.209473
	Iteration 17Q: 3 clusters Score -1034052 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1034107.875000 Penalty: 4363.209473
	Iteration 18Q: 3 clusters Score -1034108 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1034147.375000 Penalty: 4363.209473
	Iteration 19Q: 3 clusters Score -1034147 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1034179.125000 Penalty: 4363.209473
	Iteration 20F: 3 clusters Score -1034179 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1034202.062500 Penalty: 4363.209473
	Iteration 21Q: 3 clusters Score -1034202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1034217.125000 Penalty: 4363.209473
	Iteration 22Q: 3 clusters Score -1034217 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1034229.687500 Penalty: 4363.209473
	Iteration 23Q: 3 clusters Score -1034230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1034237.312500 Penalty: 4363.209473
	Iteration 24Q: 3 clusters Score -1034237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1034243.687500 Penalty: 4363.209473
	Iteration 25Q: 3 clusters Score -1034244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1034248.562500 Penalty: 4363.209473
	Iteration 26Q: 3 clusters Score -1034249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1034255.000000 Penalty: 4363.209473
	Iteration 27Q: 3 clusters Score -1034255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1034264.125000 Penalty: 4363.209473
	Iteration 28Q: 3 clusters Score -1034264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1034272.062500 Penalty: 4363.209473
	Iteration 29Q: 3 clusters Score -1034272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1034276.562500 Penalty: 4363.209473
	Iteration 30Q: 3 clusters Score -1034277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1034282.875000 Penalty: 4363.209473
	Iteration 31Q: 3 clusters Score -1034283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1034284.750000 Penalty: 4363.209473
	Iteration 32Q: 3 clusters Score -1034285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1034285.187500 Penalty: 4363.209473
	Iteration 33Q: 3 clusters Score -1034285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1034288.562500 Penalty: 4363.209473
	Iteration 34Q: 3 clusters Score -1034289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1034289.687500 Penalty: 4363.209473
	Iteration 35Q: 3 clusters Score -1034290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1034293.000000 Penalty: 4363.209473
	Iteration 36Q: 3 clusters Score -1034293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1034295.125000 Penalty: 4363.209473
	Iteration 37Q: 3 clusters Score -1034295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1034296.687500 Penalty: 4363.209473
	Iteration 38Q: 3 clusters Score -1034297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1034297.562500 Penalty: 4363.209473
	Iteration 39Q: 3 clusters Score -1034298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1034296.625000 Penalty: 4363.209473
	Iteration 40F: 3 clusters Score -1034297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1034296.687500 Penalty: 4363.209473
	Iteration 41Q: 3 clusters Score -1034297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1034297.937500 Penalty: 4363.209473
	Iteration 42Q: 3 clusters Score -1034298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1034297.937500 Penalty: 4363.209473
	Iteration 43F: 3 clusters Score -1034298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -109409.085938 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -109409.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -107686.335938 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -107686.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -108048.523438 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -108048.5 nChanged 65
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: -108207.992188 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -108208 nChanged 42
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: -108331.593750 Penalty: 3281.568359
	Iteration 3F: 3 clusters Score -108331.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -108433.398438 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -108433.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -108566.953125 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -108567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108788.335938 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -108788.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -109129.015625 Penalty: 3281.568359
	Iteration 7F: 3 clusters Score -109129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -109303.382812 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -109303.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -109412.078125 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -109412.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -109434.539062 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -109434.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -109448.031250 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -109448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -109464.226562 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -109464.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -109468.039062 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -109468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -109468.039062 Penalty: 3281.568359
	Iteration 14F: 3 clusters Score -109468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6689 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 11174 members 
Mstep: Class 5 contains 37940 members 
Mstep: Class 6 contains 6129 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15712 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 36865 members 
Mstep: Class 14 contains 27553 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 64993 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 3948 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12815 members 
Mstep: Class 21 contains 27018 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125166 members 
Mstep: Class 24 contains 32979 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9689 members 
Mstep: Class 27 contains 16018 members 
Mstep: Class 28 contains 4006 members 
Mstep: Class 29 contains 124480 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 52872 members 
Mstep: Class 32 contains 6287 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3077 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21672 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6050 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 40228 members 
Mstep: Class 41 contains 1963 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8218 members 
Mstep: Class 44 contains 15012 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 413 members 
Entering Unmasked Estep 
Score: -122543800.000000 Penalty: 155075.984375
Splitting cluster 10 changes total score from -122545520.000000 to -122543800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (9188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Entering Unmasked Estep 
Score: -1453231.750000 Penalty: 2263.162109
	Iteration 0F: 2 clusters Score -1453232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1446105.625000 Penalty: 4526.324219
	Iteration 0F: 3 clusters Score -1446106 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1448096.375000 Penalty: 4526.324219
	Iteration 1F: 3 clusters Score -1448096 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1448472.250000 Penalty: 4526.324219
	Iteration 2F: 3 clusters Score -1448472 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1448750.000000 Penalty: 4526.324219
	Iteration 3F: 3 clusters Score -1448750 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1449035.125000 Penalty: 4526.324219
	Iteration 4F: 3 clusters Score -1449035 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1449348.875000 Penalty: 4526.324219
	Iteration 5Q: 3 clusters Score -1449349 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1449716.875000 Penalty: 4526.324219
	Iteration 6F: 3 clusters Score -1449717 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1450036.375000 Penalty: 4526.324219
	Iteration 7Q: 3 clusters Score -1450036 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1450387.000000 Penalty: 4526.324219
	Iteration 8Q: 3 clusters Score -1450387 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1450745.250000 Penalty: 4526.324219
	Iteration 9Q: 3 clusters Score -1450745 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1451035.875000 Penalty: 4526.324219
	Iteration 10Q: 3 clusters Score -1451036 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1451319.125000 Penalty: 4526.324219
	Iteration 11Q: 3 clusters Score -1451319 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1451535.125000 Penalty: 4526.324219
	Iteration 12Q: 3 clusters Score -1451535 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1451693.500000 Penalty: 4526.324219
	Iteration 13Q: 3 clusters Score -1451694 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1451790.500000 Penalty: 4526.324219
	Iteration 14Q: 3 clusters Score -1451790 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1451841.000000 Penalty: 4526.324219
	Iteration 15Q: 3 clusters Score -1451841 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1451890.125000 Penalty: 4526.324219
	Iteration 16Q: 3 clusters Score -1451890 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1451914.875000 Penalty: 4526.324219
	Iteration 17Q: 3 clusters Score -1451915 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1451933.875000 Penalty: 4526.324219
	Iteration 18Q: 3 clusters Score -1451934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1451947.750000 Penalty: 4526.324219
	Iteration 19Q: 3 clusters Score -1451948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1451956.125000 Penalty: 4526.324219
	Iteration 20F: 3 clusters Score -1451956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1451957.750000 Penalty: 4526.324219
	Iteration 21Q: 3 clusters Score -1451958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1451962.625000 Penalty: 4526.324219
	Iteration 22Q: 3 clusters Score -1451963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1451967.750000 Penalty: 4526.324219
	Iteration 23Q: 3 clusters Score -1451968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1451967.750000 Penalty: 4526.324219
	Iteration 24Q: 3 clusters Score -1451968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1451968.375000 Penalty: 4526.324219
	Iteration 25Q: 3 clusters Score -1451968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1451967.750000 Penalty: 4526.324219
	Iteration 26Q: 3 clusters Score -1451968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1451966.250000 Penalty: 4526.324219
	Iteration 27Q: 3 clusters Score -1451966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1451968.750000 Penalty: 4526.324219
	Iteration 28Q: 3 clusters Score -1451969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1451968.250000 Penalty: 4526.324219
	Iteration 29Q: 3 clusters Score -1451968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1451969.625000 Penalty: 4526.324219
	Iteration 30Q: 3 clusters Score -1451970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1451971.875000 Penalty: 4526.324219
	Iteration 31Q: 3 clusters Score -1451972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1451972.625000 Penalty: 4526.324219
	Iteration 32Q: 3 clusters Score -1451973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1451972.000000 Penalty: 4526.324219
	Iteration 33Q: 3 clusters Score -1451972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1451972.000000 Penalty: 4526.324219
	Iteration 34F: 3 clusters Score -1451972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Entering Unmasked Estep 
Score: -312133.937500 Penalty: 1925.650635
	Iteration 0F: 2 clusters Score -312133.9 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 1173 members 
Entering Unmasked Estep 
Score: -309333.468750 Penalty: 3851.301270
	Iteration 0F: 3 clusters Score -309333.5 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -310498.625000 Penalty: 3851.301270
	Iteration 1F: 3 clusters Score -310498.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -311088.781250 Penalty: 3851.301270
	Iteration 2F: 3 clusters Score -311088.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -311376.875000 Penalty: 3851.301270
	Iteration 3F: 3 clusters Score -311376.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -311528.656250 Penalty: 3851.301270
	Iteration 4Q: 3 clusters Score -311528.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -311663.375000 Penalty: 3851.301270
	Iteration 5Q: 3 clusters Score -311663.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -311775.781250 Penalty: 3851.301270
	Iteration 6Q: 3 clusters Score -311775.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -311839.812500 Penalty: 3851.301270
	Iteration 7Q: 3 clusters Score -311839.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -311881.343750 Penalty: 3851.301270
	Iteration 8Q: 3 clusters Score -311881.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -311917.875000 Penalty: 3851.301270
	Iteration 9Q: 3 clusters Score -311917.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -311947.156250 Penalty: 3851.301270
	Iteration 10Q: 3 clusters Score -311947.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -311964.343750 Penalty: 3851.301270
	Iteration 11Q: 3 clusters Score -311964.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -311978.656250 Penalty: 3851.301270
	Iteration 12Q: 3 clusters Score -311978.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -311996.468750 Penalty: 3851.301270
	Iteration 13Q: 3 clusters Score -311996.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -312012.937500 Penalty: 3851.301270
	Iteration 14Q: 3 clusters Score -312012.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -312022.593750 Penalty: 3851.301270
	Iteration 15Q: 3 clusters Score -312022.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -312028.687500 Penalty: 3851.301270
	Iteration 16Q: 3 clusters Score -312028.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -312030.343750 Penalty: 3851.301270
	Iteration 17Q: 3 clusters Score -312030.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -312032.062500 Penalty: 3851.301270
	Iteration 18Q: 3 clusters Score -312032.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -312034.656250 Penalty: 3851.301270
	Iteration 19Q: 3 clusters Score -312034.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -312038.000000 Penalty: 3851.301270
	Iteration 20F: 3 clusters Score -312038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -312047.687500 Penalty: 3851.301270
	Iteration 21Q: 3 clusters Score -312047.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -312051.531250 Penalty: 3851.301270
	Iteration 22Q: 3 clusters Score -312051.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -312054.812500 Penalty: 3851.301270
	Iteration 23Q: 3 clusters Score -312054.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -312060.125000 Penalty: 3851.301270
	Iteration 24Q: 3 clusters Score -312060.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -312063.343750 Penalty: 3851.301270
	Iteration 25Q: 3 clusters Score -312063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -312065.781250 Penalty: 3851.301270
	Iteration 26Q: 3 clusters Score -312065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -312069.468750 Penalty: 3851.301270
	Iteration 27Q: 3 clusters Score -312069.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -312070.593750 Penalty: 3851.301270
	Iteration 28Q: 3 clusters Score -312070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -312070.500000 Penalty: 3851.301270
	Iteration 29Q: 3 clusters Score -312070.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -312070.500000 Penalty: 3851.301270
	Iteration 30F: 3 clusters Score -312070.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Entering Unmasked Estep 
Score: -5792803.000000 Penalty: 2607.724365
	Iteration 0F: 2 clusters Score -5792803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -5767631.500000 Penalty: 5215.448730
	Iteration 0F: 3 clusters Score -5767632 nChanged 16838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -5776846.000000 Penalty: 5215.448730
	Iteration 1F: 3 clusters Score -5776846 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -5777589.000000 Penalty: 5215.448730
	Iteration 2F: 3 clusters Score -5777589 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -5778425.000000 Penalty: 5215.448730
	Iteration 3F: 3 clusters Score -5778425 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -5779549.500000 Penalty: 5215.448730
	Iteration 4F: 3 clusters Score -5779550 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -5780950.500000 Penalty: 5215.448730
	Iteration 5F: 3 clusters Score -5780950 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -5782701.500000 Penalty: 5215.448730
	Iteration 6F: 3 clusters Score -5782702 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -5784611.500000 Penalty: 5215.448730
	Iteration 7F: 3 clusters Score -5784612 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -5786474.000000 Penalty: 5215.448730
	Iteration 8F: 3 clusters Score -5786474 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -5788083.000000 Penalty: 5215.448730
	Iteration 9F: 3 clusters Score -5788083 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -5789372.000000 Penalty: 5215.448730
	Iteration 10Q: 3 clusters Score -5789372 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -5790175.500000 Penalty: 5215.448730
	Iteration 11Q: 3 clusters Score -5790176 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -5790600.000000 Penalty: 5215.448730
	Iteration 12Q: 3 clusters Score -5790600 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -5790887.500000 Penalty: 5215.448730
	Iteration 13Q: 3 clusters Score -5790888 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -5791107.000000 Penalty: 5215.448730
	Iteration 14Q: 3 clusters Score -5791107 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -5791222.500000 Penalty: 5215.448730
	Iteration 15Q: 3 clusters Score -5791222 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -5791305.500000 Penalty: 5215.448730
	Iteration 16Q: 3 clusters Score -5791306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -5791379.000000 Penalty: 5215.448730
	Iteration 17Q: 3 clusters Score -5791379 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -5791415.500000 Penalty: 5215.448730
	Iteration 18Q: 3 clusters Score -5791416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -5791438.000000 Penalty: 5215.448730
	Iteration 19Q: 3 clusters Score -5791438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -5791481.000000 Penalty: 5215.448730
	Iteration 20F: 3 clusters Score -5791481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -5791506.000000 Penalty: 5215.448730
	Iteration 21Q: 3 clusters Score -5791506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -5791526.000000 Penalty: 5215.448730
	Iteration 22Q: 3 clusters Score -5791526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -5791530.500000 Penalty: 5215.448730
	Iteration 23Q: 3 clusters Score -5791530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -5791553.500000 Penalty: 5215.448730
	Iteration 24Q: 3 clusters Score -5791554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -5791552.000000 Penalty: 5215.448730
	Iteration 25Q: 3 clusters Score -5791552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -5791561.500000 Penalty: 5215.448730
	Iteration 26Q: 3 clusters Score -5791562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -5791565.000000 Penalty: 5215.448730
	Iteration 27Q: 3 clusters Score -5791565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -5791567.000000 Penalty: 5215.448730
	Iteration 28Q: 3 clusters Score -5791567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -5791569.000000 Penalty: 5215.448730
	Iteration 29Q: 3 clusters Score -5791569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -5791577.000000 Penalty: 5215.448730
	Iteration 30Q: 3 clusters Score -5791577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -5791583.500000 Penalty: 5215.448730
	Iteration 31Q: 3 clusters Score -5791584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -5791583.500000 Penalty: 5215.448730
	Iteration 32F: 3 clusters Score -5791584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Entering Unmasked Estep 
Score: -4465941.500000 Penalty: 2535.518799
	Iteration 0F: 2 clusters Score -4465942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -4446945.000000 Penalty: 5071.037598
	Iteration 0F: 3 clusters Score -4446945 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -4453823.000000 Penalty: 5071.037598
	Iteration 1F: 3 clusters Score -4453823 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -4454383.000000 Penalty: 5071.037598
	Iteration 2F: 3 clusters Score -4454383 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -4455072.500000 Penalty: 5071.037598
	Iteration 3F: 3 clusters Score -4455072 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -4455985.000000 Penalty: 5071.037598
	Iteration 4F: 3 clusters Score -4455985 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -4457179.500000 Penalty: 5071.037598
	Iteration 5F: 3 clusters Score -4457180 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -4458612.500000 Penalty: 5071.037598
	Iteration 6F: 3 clusters Score -4458612 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -4460104.500000 Penalty: 5071.037598
	Iteration 7F: 3 clusters Score -4460104 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -4461517.500000 Penalty: 5071.037598
	Iteration 8F: 3 clusters Score -4461518 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -4462819.000000 Penalty: 5071.037598
	Iteration 9Q: 3 clusters Score -4462819 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -4463775.000000 Penalty: 5071.037598
	Iteration 10Q: 3 clusters Score -4463775 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -4464387.500000 Penalty: 5071.037598
	Iteration 11Q: 3 clusters Score -4464388 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -4464767.000000 Penalty: 5071.037598
	Iteration 12Q: 3 clusters Score -4464767 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -4464993.000000 Penalty: 5071.037598
	Iteration 13Q: 3 clusters Score -4464993 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -4465117.500000 Penalty: 5071.037598
	Iteration 14Q: 3 clusters Score -4465118 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -4465209.000000 Penalty: 5071.037598
	Iteration 15Q: 3 clusters Score -4465209 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -4465249.000000 Penalty: 5071.037598
	Iteration 16Q: 3 clusters Score -4465249 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -4465258.500000 Penalty: 5071.037598
	Iteration 17Q: 3 clusters Score -4465258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -4465267.000000 Penalty: 5071.037598
	Iteration 18Q: 3 clusters Score -4465267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -4465281.500000 Penalty: 5071.037598
	Iteration 19Q: 3 clusters Score -4465282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -4465287.500000 Penalty: 5071.037598
	Iteration 20F: 3 clusters Score -4465288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -4465293.000000 Penalty: 5071.037598
	Iteration 21Q: 3 clusters Score -4465293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -4465289.500000 Penalty: 5071.037598
	Iteration 22Q: 3 clusters Score -4465290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -4465281.500000 Penalty: 5071.037598
	Iteration 23Q: 3 clusters Score -4465282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -4465285.000000 Penalty: 5071.037598
	Iteration 24Q: 3 clusters Score -4465285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -4465279.500000 Penalty: 5071.037598
	Iteration 25Q: 3 clusters Score -4465280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -4465283.000000 Penalty: 5071.037598
	Iteration 26Q: 3 clusters Score -4465283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -4465282.500000 Penalty: 5071.037598
	Iteration 27Q: 3 clusters Score -4465282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -4465288.500000 Penalty: 5071.037598
	Iteration 28Q: 3 clusters Score -4465288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -4465284.000000 Penalty: 5071.037598
	Iteration 29Q: 3 clusters Score -4465284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -4465285.000000 Penalty: 5071.037598
	Iteration 30Q: 3 clusters Score -4465285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -4465291.000000 Penalty: 5071.037598
	Iteration 31Q: 3 clusters Score -4465291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -4465289.500000 Penalty: 5071.037598
	Iteration 32Q: 3 clusters Score -4465290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -4465286.000000 Penalty: 5071.037598
	Iteration 33Q: 3 clusters Score -4465286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -4465293.500000 Penalty: 5071.037598
	Iteration 34Q: 3 clusters Score -4465294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -4465292.500000 Penalty: 5071.037598
	Iteration 35Q: 3 clusters Score -4465292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -4465288.000000 Penalty: 5071.037598
	Iteration 36Q: 3 clusters Score -4465288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -4465290.000000 Penalty: 5071.037598
	Iteration 37Q: 3 clusters Score -4465290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -4465284.500000 Penalty: 5071.037598
	Iteration 38Q: 3 clusters Score -4465284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -4465285.500000 Penalty: 5071.037598
	Iteration 39Q: 3 clusters Score -4465286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -4465289.000000 Penalty: 5071.037598
	Iteration 40F: 3 clusters Score -4465289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -4465292.500000 Penalty: 5071.037598
	Iteration 41Q: 3 clusters Score -4465292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -4465292.000000 Penalty: 5071.037598
	Iteration 42Q: 3 clusters Score -4465292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -4465290.500000 Penalty: 5071.037598
	Iteration 43Q: 3 clusters Score -4465290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -4465294.000000 Penalty: 5071.037598
	Iteration 44Q: 3 clusters Score -4465294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -4465298.500000 Penalty: 5071.037598
	Iteration 45Q: 3 clusters Score -4465298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -4465297.000000 Penalty: 5071.037598
	Iteration 46Q: 3 clusters Score -4465297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -4465294.000000 Penalty: 5071.037598
	Iteration 47Q: 3 clusters Score -4465294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -4465292.500000 Penalty: 5071.037598
	Iteration 48Q: 3 clusters Score -4465292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -4465291.500000 Penalty: 5071.037598
	Iteration 49Q: 3 clusters Score -4465292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -4465293.000000 Penalty: 5071.037598
	Iteration 50Q: 3 clusters Score -4465293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -4465296.000000 Penalty: 5071.037598
	Iteration 51Q: 3 clusters Score -4465296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -4465295.000000 Penalty: 5071.037598
	Iteration 52Q: 3 clusters Score -4465295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -4465302.500000 Penalty: 5071.037598
	Iteration 53Q: 3 clusters Score -4465302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -4465303.000000 Penalty: 5071.037598
	Iteration 54Q: 3 clusters Score -4465303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -4465305.000000 Penalty: 5071.037598
	Iteration 55Q: 3 clusters Score -4465305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -4465299.500000 Penalty: 5071.037598
	Iteration 56Q: 3 clusters Score -4465300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -4465301.500000 Penalty: 5071.037598
	Iteration 57Q: 3 clusters Score -4465302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -4465303.500000 Penalty: 5071.037598
	Iteration 58Q: 3 clusters Score -4465304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -4465305.500000 Penalty: 5071.037598
	Iteration 59Q: 3 clusters Score -4465306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -4465305.500000 Penalty: 5071.037598
	Iteration 60F: 3 clusters Score -4465306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Entering Unmasked Estep 
Score: -2277110.000000 Penalty: 2374.078613
	Iteration 0F: 2 clusters Score -2277110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2266770.250000 Penalty: 4748.157227
	Iteration 0F: 3 clusters Score -2266770 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2270253.750000 Penalty: 4748.157227
	Iteration 1F: 3 clusters Score -2270254 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2270729.750000 Penalty: 4748.157227
	Iteration 2F: 3 clusters Score -2270730 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2271077.750000 Penalty: 4748.157227
	Iteration 3F: 3 clusters Score -2271078 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2271341.500000 Penalty: 4748.157227
	Iteration 4Q: 3 clusters Score -2271342 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2271580.750000 Penalty: 4748.157227
	Iteration 5Q: 3 clusters Score -2271581 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2271852.750000 Penalty: 4748.157227
	Iteration 6Q: 3 clusters Score -2271853 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2272132.000000 Penalty: 4748.157227
	Iteration 7Q: 3 clusters Score -2272132 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2272438.000000 Penalty: 4748.157227
	Iteration 8Q: 3 clusters Score -2272438 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2272700.250000 Penalty: 4748.157227
	Iteration 9Q: 3 clusters Score -2272700 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2272909.000000 Penalty: 4748.157227
	Iteration 10Q: 3 clusters Score -2272909 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2273106.250000 Penalty: 4748.157227
	Iteration 11Q: 3 clusters Score -2273106 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2273257.500000 Penalty: 4748.157227
	Iteration 12Q: 3 clusters Score -2273258 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2273412.750000 Penalty: 4748.157227
	Iteration 13Q: 3 clusters Score -2273413 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2273546.250000 Penalty: 4748.157227
	Iteration 14Q: 3 clusters Score -2273546 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2273677.000000 Penalty: 4748.157227
	Iteration 15Q: 3 clusters Score -2273677 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2273792.250000 Penalty: 4748.157227
	Iteration 16Q: 3 clusters Score -2273792 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2273924.250000 Penalty: 4748.157227
	Iteration 17Q: 3 clusters Score -2273924 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2274038.000000 Penalty: 4748.157227
	Iteration 18Q: 3 clusters Score -2274038 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2274150.750000 Penalty: 4748.157227
	Iteration 19Q: 3 clusters Score -2274151 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2274247.750000 Penalty: 4748.157227
	Iteration 20F: 3 clusters Score -2274248 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2274327.250000 Penalty: 4748.157227
	Iteration 21Q: 3 clusters Score -2274327 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2274402.750000 Penalty: 4748.157227
	Iteration 22Q: 3 clusters Score -2274403 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2274486.000000 Penalty: 4748.157227
	Iteration 23Q: 3 clusters Score -2274486 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2274559.750000 Penalty: 4748.157227
	Iteration 24Q: 3 clusters Score -2274560 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2274639.250000 Penalty: 4748.157227
	Iteration 25Q: 3 clusters Score -2274639 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2274715.000000 Penalty: 4748.157227
	Iteration 26Q: 3 clusters Score -2274715 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2274778.250000 Penalty: 4748.157227
	Iteration 27Q: 3 clusters Score -2274778 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2274842.750000 Penalty: 4748.157227
	Iteration 28Q: 3 clusters Score -2274843 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2274878.500000 Penalty: 4748.157227
	Iteration 29Q: 3 clusters Score -2274878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2274909.000000 Penalty: 4748.157227
	Iteration 30Q: 3 clusters Score -2274909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2274936.500000 Penalty: 4748.157227
	Iteration 31Q: 3 clusters Score -2274936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2274957.500000 Penalty: 4748.157227
	Iteration 32Q: 3 clusters Score -2274958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2274974.000000 Penalty: 4748.157227
	Iteration 33Q: 3 clusters Score -2274974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2274997.000000 Penalty: 4748.157227
	Iteration 34Q: 3 clusters Score -2274997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2275007.750000 Penalty: 4748.157227
	Iteration 35Q: 3 clusters Score -2275008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2275020.750000 Penalty: 4748.157227
	Iteration 36Q: 3 clusters Score -2275021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2275029.750000 Penalty: 4748.157227
	Iteration 37Q: 3 clusters Score -2275030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2275040.750000 Penalty: 4748.157227
	Iteration 38Q: 3 clusters Score -2275041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2275047.750000 Penalty: 4748.157227
	Iteration 39Q: 3 clusters Score -2275048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2275049.500000 Penalty: 4748.157227
	Iteration 40F: 3 clusters Score -2275050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2275055.000000 Penalty: 4748.157227
	Iteration 41Q: 3 clusters Score -2275055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2275063.750000 Penalty: 4748.157227
	Iteration 42Q: 3 clusters Score -2275064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2275070.250000 Penalty: 4748.157227
	Iteration 43Q: 3 clusters Score -2275070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2275076.750000 Penalty: 4748.157227
	Iteration 44Q: 3 clusters Score -2275077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2275080.500000 Penalty: 4748.157227
	Iteration 45Q: 3 clusters Score -2275080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2275084.750000 Penalty: 4748.157227
	Iteration 46Q: 3 clusters Score -2275085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2275089.000000 Penalty: 4748.157227
	Iteration 47Q: 3 clusters Score -2275089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2275089.250000 Penalty: 4748.157227
	Iteration 48Q: 3 clusters Score -2275089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2275091.000000 Penalty: 4748.157227
	Iteration 49Q: 3 clusters Score -2275091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2275090.500000 Penalty: 4748.157227
	Iteration 50Q: 3 clusters Score -2275090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2275097.000000 Penalty: 4748.157227
	Iteration 51Q: 3 clusters Score -2275097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2275099.750000 Penalty: 4748.157227
	Iteration 52Q: 3 clusters Score -2275100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2275098.000000 Penalty: 4748.157227
	Iteration 53Q: 3 clusters Score -2275098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2275096.000000 Penalty: 4748.157227
	Iteration 54Q: 3 clusters Score -2275096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2275096.000000 Penalty: 4748.157227
	Iteration 55F: 3 clusters Score -2275096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64993 members 
Entering Unmasked Estep 
Score: -10335012.000000 Penalty: 2748.344727
	Iteration 0F: 2 clusters Score -1.033501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -10291360.000000 Penalty: 5496.689453
	Iteration 0F: 3 clusters Score -1.029136e+07 nChanged 30290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -10308220.000000 Penalty: 5496.689453
	Iteration 1F: 3 clusters Score -1.030822e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -10308797.000000 Penalty: 5496.689453
	Iteration 2Q: 3 clusters Score -1.03088e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -10309596.000000 Penalty: 5496.689453
	Iteration 3Q: 3 clusters Score -1.03096e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -10310655.000000 Penalty: 5496.689453
	Iteration 4Q: 3 clusters Score -1.031066e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -10312504.000000 Penalty: 5496.689453
	Iteration 5F: 3 clusters Score -1.03125e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -10315443.000000 Penalty: 5496.689453
	Iteration 6F: 3 clusters Score -1.031544e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -10320177.000000 Penalty: 5496.689453
	Iteration 7F: 3 clusters Score -1.032018e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -10325571.000000 Penalty: 5496.689453
	Iteration 8F: 3 clusters Score -1.032557e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -10329566.000000 Penalty: 5496.689453
	Iteration 9F: 3 clusters Score -1.032957e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -10331395.000000 Penalty: 5496.689453
	Iteration 10Q: 3 clusters Score -1.03314e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10332075.000000 Penalty: 5496.689453
	Iteration 11Q: 3 clusters Score -1.033208e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -10332340.000000 Penalty: 5496.689453
	Iteration 12Q: 3 clusters Score -1.033234e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -10332463.000000 Penalty: 5496.689453
	Iteration 13Q: 3 clusters Score -1.033246e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10332515.000000 Penalty: 5496.689453
	Iteration 14Q: 3 clusters Score -1.033252e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64680 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10332546.000000 Penalty: 5496.689453
	Iteration 15Q: 3 clusters Score -1.033255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64689 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10332569.000000 Penalty: 5496.689453
	Iteration 16Q: 3 clusters Score -1.033257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10332572.000000 Penalty: 5496.689453
	Iteration 17Q: 3 clusters Score -1.033257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10332579.000000 Penalty: 5496.689453
	Iteration 18Q: 3 clusters Score -1.033258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10332591.000000 Penalty: 5496.689453
	Iteration 19Q: 3 clusters Score -1.033259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10332589.000000 Penalty: 5496.689453
	Iteration 20F: 3 clusters Score -1.033259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10332594.000000 Penalty: 5496.689453
	Iteration 21Q: 3 clusters Score -1.033259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64707 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10332594.000000 Penalty: 5496.689453
	Iteration 22Q: 3 clusters Score -1.033259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10332593.000000 Penalty: 5496.689453
	Iteration 23Q: 3 clusters Score -1.033259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10332595.000000 Penalty: 5496.689453
	Iteration 24Q: 3 clusters Score -1.03326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10332595.000000 Penalty: 5496.689453
	Iteration 25F: 3 clusters Score -1.03326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Entering Unmasked Estep 
Score: -518012.000000 Penalty: 2016.911255
	Iteration 0F: 2 clusters Score -518012 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 1711 members 
Entering Unmasked Estep 
Score: -514533.375000 Penalty: 4033.822510
	Iteration 0F: 3 clusters Score -514533.4 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -515381.281250 Penalty: 4033.822510
	Iteration 1F: 3 clusters Score -515381.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -515609.281250 Penalty: 4033.822510
	Iteration 2F: 3 clusters Score -515609.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -515716.187500 Penalty: 4033.822510
	Iteration 3Q: 3 clusters Score -515716.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -515810.437500 Penalty: 4033.822510
	Iteration 4Q: 3 clusters Score -515810.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -515887.000000 Penalty: 4033.822510
	Iteration 5Q: 3 clusters Score -515887 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -515958.312500 Penalty: 4033.822510
	Iteration 6Q: 3 clusters Score -515958.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -516035.031250 Penalty: 4033.822510
	Iteration 7Q: 3 clusters Score -516035 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -516097.406250 Penalty: 4033.822510
	Iteration 8Q: 3 clusters Score -516097.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -516145.000000 Penalty: 4033.822510
	Iteration 9Q: 3 clusters Score -516145 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -516213.656250 Penalty: 4033.822510
	Iteration 10Q: 3 clusters Score -516213.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -516287.000000 Penalty: 4033.822510
	Iteration 11Q: 3 clusters Score -516287 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -516356.468750 Penalty: 4033.822510
	Iteration 12Q: 3 clusters Score -516356.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -516423.000000 Penalty: 4033.822510
	Iteration 13Q: 3 clusters Score -516423 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -516488.687500 Penalty: 4033.822510
	Iteration 14Q: 3 clusters Score -516488.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -516537.750000 Penalty: 4033.822510
	Iteration 15Q: 3 clusters Score -516537.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -516569.687500 Penalty: 4033.822510
	Iteration 16Q: 3 clusters Score -516569.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -516589.656250 Penalty: 4033.822510
	Iteration 17Q: 3 clusters Score -516589.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -516605.500000 Penalty: 4033.822510
	Iteration 18Q: 3 clusters Score -516605.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -516616.125000 Penalty: 4033.822510
	Iteration 19Q: 3 clusters Score -516616.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -516624.750000 Penalty: 4033.822510
	Iteration 20F: 3 clusters Score -516624.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -516630.718750 Penalty: 4033.822510
	Iteration 21Q: 3 clusters Score -516630.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -516637.750000 Penalty: 4033.822510
	Iteration 22Q: 3 clusters Score -516637.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -516641.968750 Penalty: 4033.822510
	Iteration 23Q: 3 clusters Score -516642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -516645.437500 Penalty: 4033.822510
	Iteration 24Q: 3 clusters Score -516645.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -516647.156250 Penalty: 4033.822510
	Iteration 25Q: 3 clusters Score -516647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -516651.000000 Penalty: 4033.822510
	Iteration 26Q: 3 clusters Score -516651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -516652.718750 Penalty: 4033.822510
	Iteration 27Q: 3 clusters Score -516652.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -516655.937500 Penalty: 4033.822510
	Iteration 28Q: 3 clusters Score -516655.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -516655.875000 Penalty: 4033.822510
	Iteration 29Q: 3 clusters Score -516655.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -516655.875000 Penalty: 4033.822510
	Iteration 30F: 3 clusters Score -516655.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Entering Unmasked Estep 
Score: -585992.750000 Penalty: 2053.679199
	Iteration 0F: 2 clusters Score -585992.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -582173.062500 Penalty: 4107.358398
	Iteration 0F: 3 clusters Score -582173.1 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -583264.562500 Penalty: 4107.358398
	Iteration 1F: 3 clusters Score -583264.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -583560.687500 Penalty: 4107.358398
	Iteration 2F: 3 clusters Score -583560.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -583767.562500 Penalty: 4107.358398
	Iteration 3F: 3 clusters Score -583767.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -583914.812500 Penalty: 4107.358398
	Iteration 4Q: 3 clusters Score -583914.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -584034.250000 Penalty: 4107.358398
	Iteration 5Q: 3 clusters Score -584034.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -584142.750000 Penalty: 4107.358398
	Iteration 6Q: 3 clusters Score -584142.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -584234.937500 Penalty: 4107.358398
	Iteration 7Q: 3 clusters Score -584234.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -584303.312500 Penalty: 4107.358398
	Iteration 8Q: 3 clusters Score -584303.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -584366.250000 Penalty: 4107.358398
	Iteration 9Q: 3 clusters Score -584366.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -584421.312500 Penalty: 4107.358398
	Iteration 10Q: 3 clusters Score -584421.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -584482.625000 Penalty: 4107.358398
	Iteration 11Q: 3 clusters Score -584482.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -584547.687500 Penalty: 4107.358398
	Iteration 12Q: 3 clusters Score -584547.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -584608.937500 Penalty: 4107.358398
	Iteration 13Q: 3 clusters Score -584608.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -584666.875000 Penalty: 4107.358398
	Iteration 14Q: 3 clusters Score -584666.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -584726.062500 Penalty: 4107.358398
	Iteration 15Q: 3 clusters Score -584726.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -584778.687500 Penalty: 4107.358398
	Iteration 16Q: 3 clusters Score -584778.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -584826.625000 Penalty: 4107.358398
	Iteration 17Q: 3 clusters Score -584826.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -584867.812500 Penalty: 4107.358398
	Iteration 18Q: 3 clusters Score -584867.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -584950.062500 Penalty: 4107.358398
	Iteration 19Q: 3 clusters Score -584950.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -585060.687500 Penalty: 4107.358398
	Iteration 20F: 3 clusters Score -585060.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -585152.062500 Penalty: 4107.358398
	Iteration 21Q: 3 clusters Score -585152.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -585226.250000 Penalty: 4107.358398
	Iteration 22Q: 3 clusters Score -585226.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -585272.312500 Penalty: 4107.358398
	Iteration 23Q: 3 clusters Score -585272.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -585308.687500 Penalty: 4107.358398
	Iteration 24Q: 3 clusters Score -585308.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -585332.375000 Penalty: 4107.358398
	Iteration 25Q: 3 clusters Score -585332.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -585356.562500 Penalty: 4107.358398
	Iteration 26Q: 3 clusters Score -585356.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -585377.187500 Penalty: 4107.358398
	Iteration 27Q: 3 clusters Score -585377.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -585393.750000 Penalty: 4107.358398
	Iteration 28Q: 3 clusters Score -585393.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -585431.000000 Penalty: 4107.358398
	Iteration 29Q: 3 clusters Score -585431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -585445.562500 Penalty: 4107.358398
	Iteration 30Q: 3 clusters Score -585445.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -585451.750000 Penalty: 4107.358398
	Iteration 31Q: 3 clusters Score -585451.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -585454.187500 Penalty: 4107.358398
	Iteration 32Q: 3 clusters Score -585454.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -585463.562500 Penalty: 4107.358398
	Iteration 33Q: 3 clusters Score -585463.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -585473.125000 Penalty: 4107.358398
	Iteration 34Q: 3 clusters Score -585473.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -585478.062500 Penalty: 4107.358398
	Iteration 35Q: 3 clusters Score -585478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -585478.937500 Penalty: 4107.358398
	Iteration 36Q: 3 clusters Score -585478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -585478.687500 Penalty: 4107.358398
	Iteration 37Q: 3 clusters Score -585478.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -585478.687500 Penalty: 4107.358398
	Iteration 38F: 3 clusters Score -585478.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Entering Unmasked Estep 
Score: -736336.937500 Penalty: 2104.761230
	Iteration 0F: 2 clusters Score -736336.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -731947.375000 Penalty: 4209.522461
	Iteration 0F: 3 clusters Score -731947.4 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -733118.687500 Penalty: 4209.522461
	Iteration 1F: 3 clusters Score -733118.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -733385.062500 Penalty: 4209.522461
	Iteration 2F: 3 clusters Score -733385.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -733568.687500 Penalty: 4209.522461
	Iteration 3F: 3 clusters Score -733568.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -733739.875000 Penalty: 4209.522461
	Iteration 4Q: 3 clusters Score -733739.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -733879.000000 Penalty: 4209.522461
	Iteration 5Q: 3 clusters Score -733879 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -733983.312500 Penalty: 4209.522461
	Iteration 6Q: 3 clusters Score -733983.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -734067.812500 Penalty: 4209.522461
	Iteration 7Q: 3 clusters Score -734067.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -734149.375000 Penalty: 4209.522461
	Iteration 8Q: 3 clusters Score -734149.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -734231.562500 Penalty: 4209.522461
	Iteration 9Q: 3 clusters Score -734231.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -734320.687500 Penalty: 4209.522461
	Iteration 10Q: 3 clusters Score -734320.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -734403.875000 Penalty: 4209.522461
	Iteration 11Q: 3 clusters Score -734403.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -734463.125000 Penalty: 4209.522461
	Iteration 12Q: 3 clusters Score -734463.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -734518.500000 Penalty: 4209.522461
	Iteration 13Q: 3 clusters Score -734518.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -734574.312500 Penalty: 4209.522461
	Iteration 14Q: 3 clusters Score -734574.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -734640.625000 Penalty: 4209.522461
	Iteration 15Q: 3 clusters Score -734640.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -734693.625000 Penalty: 4209.522461
	Iteration 16Q: 3 clusters Score -734693.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -734726.750000 Penalty: 4209.522461
	Iteration 17Q: 3 clusters Score -734726.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -734753.437500 Penalty: 4209.522461
	Iteration 18Q: 3 clusters Score -734753.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -734769.875000 Penalty: 4209.522461
	Iteration 19Q: 3 clusters Score -734769.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -734782.375000 Penalty: 4209.522461
	Iteration 20F: 3 clusters Score -734782.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -734792.125000 Penalty: 4209.522461
	Iteration 21Q: 3 clusters Score -734792.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -734805.812500 Penalty: 4209.522461
	Iteration 22Q: 3 clusters Score -734805.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -734814.437500 Penalty: 4209.522461
	Iteration 23Q: 3 clusters Score -734814.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -734824.000000 Penalty: 4209.522461
	Iteration 24Q: 3 clusters Score -734824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -734835.750000 Penalty: 4209.522461
	Iteration 25Q: 3 clusters Score -734835.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -734845.562500 Penalty: 4209.522461
	Iteration 26Q: 3 clusters Score -734845.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -734855.625000 Penalty: 4209.522461
	Iteration 27Q: 3 clusters Score -734855.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -734864.187500 Penalty: 4209.522461
	Iteration 28Q: 3 clusters Score -734864.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -734867.500000 Penalty: 4209.522461
	Iteration 29Q: 3 clusters Score -734867.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -734874.875000 Penalty: 4209.522461
	Iteration 30Q: 3 clusters Score -734874.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -734882.625000 Penalty: 4209.522461
	Iteration 31Q: 3 clusters Score -734882.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -734888.000000 Penalty: 4209.522461
	Iteration 32Q: 3 clusters Score -734888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -734888.375000 Penalty: 4209.522461
	Iteration 33Q: 3 clusters Score -734888.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -734892.750000 Penalty: 4209.522461
	Iteration 34Q: 3 clusters Score -734892.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -734896.250000 Penalty: 4209.522461
	Iteration 35Q: 3 clusters Score -734896.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -734898.437500 Penalty: 4209.522461
	Iteration 36Q: 3 clusters Score -734898.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -734901.250000 Penalty: 4209.522461
	Iteration 37Q: 3 clusters Score -734901.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -734903.562500 Penalty: 4209.522461
	Iteration 38Q: 3 clusters Score -734903.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -734906.062500 Penalty: 4209.522461
	Iteration 39Q: 3 clusters Score -734906.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -734906.500000 Penalty: 4209.522461
	Iteration 40F: 3 clusters Score -734906.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -734911.687500 Penalty: 4209.522461
	Iteration 41Q: 3 clusters Score -734911.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -734915.187500 Penalty: 4209.522461
	Iteration 42Q: 3 clusters Score -734915.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -734916.500000 Penalty: 4209.522461
	Iteration 43Q: 3 clusters Score -734916.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -734918.937500 Penalty: 4209.522461
	Iteration 44Q: 3 clusters Score -734918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -734920.812500 Penalty: 4209.522461
	Iteration 45Q: 3 clusters Score -734920.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -734922.250000 Penalty: 4209.522461
	Iteration 46Q: 3 clusters Score -734922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -734923.500000 Penalty: 4209.522461
	Iteration 47Q: 3 clusters Score -734923.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -734925.000000 Penalty: 4209.522461
	Iteration 48Q: 3 clusters Score -734925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -734926.375000 Penalty: 4209.522461
	Iteration 49Q: 3 clusters Score -734926.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -734927.750000 Penalty: 4209.522461
	Iteration 50Q: 3 clusters Score -734927.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -734931.375000 Penalty: 4209.522461
	Iteration 51Q: 3 clusters Score -734931.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -734931.750000 Penalty: 4209.522461
	Iteration 52Q: 3 clusters Score -734931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -734932.000000 Penalty: 4209.522461
	Iteration 53Q: 3 clusters Score -734932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -734931.187500 Penalty: 4209.522461
	Iteration 54Q: 3 clusters Score -734931.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -734931.187500 Penalty: 4209.522461
	Iteration 55F: 3 clusters Score -734931.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Entering Unmasked Estep 
Score: -2015352.625000 Penalty: 2345.676270
	Iteration 0F: 2 clusters Score -2015353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2005892.875000 Penalty: 4691.352539
	Iteration 0F: 3 clusters Score -2005893 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2008964.250000 Penalty: 4691.352539
	Iteration 1F: 3 clusters Score -2008964 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2009643.625000 Penalty: 4691.352539
	Iteration 2F: 3 clusters Score -2009644 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2010540.625000 Penalty: 4691.352539
	Iteration 3F: 3 clusters Score -2010541 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2011392.625000 Penalty: 4691.352539
	Iteration 4F: 3 clusters Score -2011393 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2012059.375000 Penalty: 4691.352539
	Iteration 5F: 3 clusters Score -2012059 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2012583.000000 Penalty: 4691.352539
	Iteration 6F: 3 clusters Score -2012583 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2012985.500000 Penalty: 4691.352539
	Iteration 7Q: 3 clusters Score -2012986 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2013346.125000 Penalty: 4691.352539
	Iteration 8Q: 3 clusters Score -2013346 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2013673.500000 Penalty: 4691.352539
	Iteration 9Q: 3 clusters Score -2013674 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2013939.625000 Penalty: 4691.352539
	Iteration 10Q: 3 clusters Score -2013940 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2014247.750000 Penalty: 4691.352539
	Iteration 11Q: 3 clusters Score -2014248 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2014741.500000 Penalty: 4691.352539
	Iteration 12Q: 3 clusters Score -2014742 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2015337.625000 Penalty: 4691.352539
	Iteration 13Q: 3 clusters Score -2015338 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2015821.000000 Penalty: 4691.352539
	Iteration 14Q: 3 clusters Score -2015821 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2016049.625000 Penalty: 4691.352539
	Iteration 15Q: 3 clusters Score -2016050 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2016115.125000 Penalty: 4691.352539
	Iteration 16Q: 3 clusters Score -2016115 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2016135.750000 Penalty: 4691.352539
	Iteration 17Q: 3 clusters Score -2016136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2016133.250000 Penalty: 4691.352539
	Iteration 18Q: 3 clusters Score -2016133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2016131.750000 Penalty: 4691.352539
	Iteration 19Q: 3 clusters Score -2016132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2016133.125000 Penalty: 4691.352539
	Iteration 20F: 3 clusters Score -2016133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2016138.125000 Penalty: 4691.352539
	Iteration 21Q: 3 clusters Score -2016138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2016145.750000 Penalty: 4691.352539
	Iteration 22Q: 3 clusters Score -2016146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2016147.625000 Penalty: 4691.352539
	Iteration 23Q: 3 clusters Score -2016148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2016153.000000 Penalty: 4691.352539
	Iteration 24Q: 3 clusters Score -2016153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2016157.625000 Penalty: 4691.352539
	Iteration 25Q: 3 clusters Score -2016158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2016154.125000 Penalty: 4691.352539
	Iteration 26Q: 3 clusters Score -2016154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2016157.500000 Penalty: 4691.352539
	Iteration 27Q: 3 clusters Score -2016158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2016160.750000 Penalty: 4691.352539
	Iteration 28Q: 3 clusters Score -2016161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2016157.250000 Penalty: 4691.352539
	Iteration 29Q: 3 clusters Score -2016157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2016155.375000 Penalty: 4691.352539
	Iteration 30Q: 3 clusters Score -2016155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2016155.625000 Penalty: 4691.352539
	Iteration 31Q: 3 clusters Score -2016156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2016156.250000 Penalty: 4691.352539
	Iteration 32Q: 3 clusters Score -2016156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2016156.625000 Penalty: 4691.352539
	Iteration 33Q: 3 clusters Score -2016157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2016159.000000 Penalty: 4691.352539
	Iteration 34Q: 3 clusters Score -2016159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2016157.875000 Penalty: 4691.352539
	Iteration 35Q: 3 clusters Score -2016158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2016159.125000 Penalty: 4691.352539
	Iteration 36Q: 3 clusters Score -2016159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2016157.500000 Penalty: 4691.352539
	Iteration 37Q: 3 clusters Score -2016158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2016157.500000 Penalty: 4691.352539
	Iteration 38F: 3 clusters Score -2016158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6689 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 11174 members 
Mstep: Class 5 contains 37940 members 
Mstep: Class 6 contains 6129 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15712 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 36865 members 
Mstep: Class 14 contains 27553 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 64993 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 3948 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 5201 members 
Mstep: Class 21 contains 27018 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125166 members 
Mstep: Class 24 contains 32979 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9689 members 
Mstep: Class 27 contains 16018 members 
Mstep: Class 28 contains 4006 members 
Mstep: Class 29 contains 124480 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 52872 members 
Mstep: Class 32 contains 6287 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3077 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21672 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6050 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 40228 members 
Mstep: Class 41 contains 1963 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8218 members 
Mstep: Class 44 contains 15012 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 7614 members 
Entering Unmasked Estep 
Score: -122545240.000000 Penalty: 155075.984375
Splitting cluster 20 changes total score from -122545520.000000 to -122545240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (27018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Entering Unmasked Estep 
Score: -4230972.000000 Penalty: 2530.656250
	Iteration 0F: 2 clusters Score -4230972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -4212389.500000 Penalty: 5061.312500
	Iteration 0F: 3 clusters Score -4212390 nChanged 12172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -4219027.500000 Penalty: 5061.312500
	Iteration 1F: 3 clusters Score -4219028 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -4219514.500000 Penalty: 5061.312500
	Iteration 2Q: 3 clusters Score -4219514 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -4219961.000000 Penalty: 5061.312500
	Iteration 3Q: 3 clusters Score -4219961 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -4220358.500000 Penalty: 5061.312500
	Iteration 4Q: 3 clusters Score -4220358 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -4220772.000000 Penalty: 5061.312500
	Iteration 5Q: 3 clusters Score -4220772 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -4221162.500000 Penalty: 5061.312500
	Iteration 6Q: 3 clusters Score -4221162 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -4221654.500000 Penalty: 5061.312500
	Iteration 7Q: 3 clusters Score -4221654 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -4222161.500000 Penalty: 5061.312500
	Iteration 8Q: 3 clusters Score -4222162 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -4222675.500000 Penalty: 5061.312500
	Iteration 9Q: 3 clusters Score -4222676 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -4223221.500000 Penalty: 5061.312500
	Iteration 10Q: 3 clusters Score -4223222 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -4223756.000000 Penalty: 5061.312500
	Iteration 11Q: 3 clusters Score -4223756 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -4224291.000000 Penalty: 5061.312500
	Iteration 12Q: 3 clusters Score -4224291 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -4224694.000000 Penalty: 5061.312500
	Iteration 13Q: 3 clusters Score -4224694 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -4225014.500000 Penalty: 5061.312500
	Iteration 14Q: 3 clusters Score -4225014 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -4225258.000000 Penalty: 5061.312500
	Iteration 15Q: 3 clusters Score -4225258 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -4225412.000000 Penalty: 5061.312500
	Iteration 16Q: 3 clusters Score -4225412 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -4225513.500000 Penalty: 5061.312500
	Iteration 17Q: 3 clusters Score -4225514 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4225619.000000 Penalty: 5061.312500
	Iteration 18Q: 3 clusters Score -4225619 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -4225713.000000 Penalty: 5061.312500
	Iteration 19Q: 3 clusters Score -4225713 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -4225793.500000 Penalty: 5061.312500
	Iteration 20F: 3 clusters Score -4225794 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -4225893.000000 Penalty: 5061.312500
	Iteration 21Q: 3 clusters Score -4225893 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -4226009.000000 Penalty: 5061.312500
	Iteration 22Q: 3 clusters Score -4226009 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -4226114.000000 Penalty: 5061.312500
	Iteration 23Q: 3 clusters Score -4226114 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -4226256.000000 Penalty: 5061.312500
	Iteration 24Q: 3 clusters Score -4226256 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -4226407.500000 Penalty: 5061.312500
	Iteration 25Q: 3 clusters Score -4226408 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -4226535.500000 Penalty: 5061.312500
	Iteration 26Q: 3 clusters Score -4226536 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -4226670.000000 Penalty: 5061.312500
	Iteration 27Q: 3 clusters Score -4226670 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -4226839.000000 Penalty: 5061.312500
	Iteration 28Q: 3 clusters Score -4226839 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -4226988.000000 Penalty: 5061.312500
	Iteration 29Q: 3 clusters Score -4226988 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -4227118.500000 Penalty: 5061.312500
	Iteration 30Q: 3 clusters Score -4227118 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -4227239.000000 Penalty: 5061.312500
	Iteration 31Q: 3 clusters Score -4227239 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -4227379.000000 Penalty: 5061.312500
	Iteration 32Q: 3 clusters Score -4227379 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -4227555.000000 Penalty: 5061.312500
	Iteration 33Q: 3 clusters Score -4227555 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -4227701.000000 Penalty: 5061.312500
	Iteration 34Q: 3 clusters Score -4227701 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -4227839.000000 Penalty: 5061.312500
	Iteration 35Q: 3 clusters Score -4227839 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -4227962.500000 Penalty: 5061.312500
	Iteration 36Q: 3 clusters Score -4227962 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -4228074.500000 Penalty: 5061.312500
	Iteration 37Q: 3 clusters Score -4228074 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -4228184.500000 Penalty: 5061.312500
	Iteration 38Q: 3 clusters Score -4228184 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -4228317.000000 Penalty: 5061.312500
	Iteration 39Q: 3 clusters Score -4228317 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -4228421.000000 Penalty: 5061.312500
	Iteration 40F: 3 clusters Score -4228421 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -4228513.000000 Penalty: 5061.312500
	Iteration 41Q: 3 clusters Score -4228513 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -4228608.500000 Penalty: 5061.312500
	Iteration 42Q: 3 clusters Score -4228608 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -4228691.500000 Penalty: 5061.312500
	Iteration 43Q: 3 clusters Score -4228692 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -4228743.500000 Penalty: 5061.312500
	Iteration 44Q: 3 clusters Score -4228744 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -4228780.500000 Penalty: 5061.312500
	Iteration 45Q: 3 clusters Score -4228780 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -4228811.500000 Penalty: 5061.312500
	Iteration 46Q: 3 clusters Score -4228812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -4228835.500000 Penalty: 5061.312500
	Iteration 47Q: 3 clusters Score -4228836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -4228860.500000 Penalty: 5061.312500
	Iteration 48Q: 3 clusters Score -4228860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -4228881.000000 Penalty: 5061.312500
	Iteration 49Q: 3 clusters Score -4228881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -4228892.500000 Penalty: 5061.312500
	Iteration 50Q: 3 clusters Score -4228892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -4228905.500000 Penalty: 5061.312500
	Iteration 51Q: 3 clusters Score -4228906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -4228914.000000 Penalty: 5061.312500
	Iteration 52Q: 3 clusters Score -4228914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -4228919.500000 Penalty: 5061.312500
	Iteration 53Q: 3 clusters Score -4228920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -4228933.000000 Penalty: 5061.312500
	Iteration 54Q: 3 clusters Score -4228933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -4228932.000000 Penalty: 5061.312500
	Iteration 55Q: 3 clusters Score -4228932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -4228943.500000 Penalty: 5061.312500
	Iteration 56Q: 3 clusters Score -4228944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -4228936.000000 Penalty: 5061.312500
	Iteration 57Q: 3 clusters Score -4228936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -4228947.500000 Penalty: 5061.312500
	Iteration 58Q: 3 clusters Score -4228948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -4228955.500000 Penalty: 5061.312500
	Iteration 59Q: 3 clusters Score -4228956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -4228961.000000 Penalty: 5061.312500
	Iteration 60F: 3 clusters Score -4228961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -4228962.000000 Penalty: 5061.312500
	Iteration 61Q: 3 clusters Score -4228962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -4228967.500000 Penalty: 5061.312500
	Iteration 62Q: 3 clusters Score -4228968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -4228971.000000 Penalty: 5061.312500
	Iteration 63Q: 3 clusters Score -4228971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -4228983.500000 Penalty: 5061.312500
	Iteration 64Q: 3 clusters Score -4228984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -4228982.500000 Penalty: 5061.312500
	Iteration 65Q: 3 clusters Score -4228982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -4228984.000000 Penalty: 5061.312500
	Iteration 66Q: 3 clusters Score -4228984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -4228985.000000 Penalty: 5061.312500
	Iteration 67Q: 3 clusters Score -4228985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -4228988.500000 Penalty: 5061.312500
	Iteration 68Q: 3 clusters Score -4228988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -4228988.000000 Penalty: 5061.312500
	Iteration 69Q: 3 clusters Score -4228988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -4228987.500000 Penalty: 5061.312500
	Iteration 70Q: 3 clusters Score -4228988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -4228987.000000 Penalty: 5061.312500
	Iteration 71Q: 3 clusters Score -4228987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -4228987.000000 Penalty: 5061.312500
	Iteration 72F: 3 clusters Score -4228987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -26476.263672 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -26476.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25532.689453 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -25532.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25595.068359 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -25595.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25624.568359 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -25624.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25631.082031 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -25631.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25631.082031 Penalty: 2630.439209
	Iteration 4F: 3 clusters Score -25631.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (125166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125166 members 
Entering Unmasked Estep 
Score: -18944392.000000 Penalty: 2910.874268
	Iteration 0F: 2 clusters Score -1.894439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 62751 members 
Entering Unmasked Estep 
Score: -18861540.000000 Penalty: 5821.748535
	Iteration 0F: 3 clusters Score -1.886154e+07 nChanged 59467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -18896008.000000 Penalty: 5821.748535
	Iteration 1F: 3 clusters Score -1.889601e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -18897524.000000 Penalty: 5821.748535
	Iteration 2Q: 3 clusters Score -1.889752e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 68464 members 
Entering Unmasked Estep 
Score: -18899446.000000 Penalty: 5821.748535
	Iteration 3Q: 3 clusters Score -1.889945e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 71706 members 
Entering Unmasked Estep 
Score: -18902088.000000 Penalty: 5821.748535
	Iteration 4Q: 3 clusters Score -1.890209e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 76058 members 
Entering Unmasked Estep 
Score: -18905220.000000 Penalty: 5821.748535
	Iteration 5F: 3 clusters Score -1.890522e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 81904 members 
Entering Unmasked Estep 
Score: -18909314.000000 Penalty: 5821.748535
	Iteration 6F: 3 clusters Score -1.890931e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -18914480.000000 Penalty: 5821.748535
	Iteration 7F: 3 clusters Score -1.891448e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 97010 members 
Entering Unmasked Estep 
Score: -18920942.000000 Penalty: 5821.748535
	Iteration 8F: 3 clusters Score -1.892094e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 104674 members 
Entering Unmasked Estep 
Score: -18926974.000000 Penalty: 5821.748535
	Iteration 9F: 3 clusters Score -1.892697e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 111355 members 
Entering Unmasked Estep 
Score: -18932420.000000 Penalty: 5821.748535
	Iteration 10F: 3 clusters Score -1.893242e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 116362 members 
Entering Unmasked Estep 
Score: -18936552.000000 Penalty: 5821.748535
	Iteration 11Q: 3 clusters Score -1.893655e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 119702 members 
Entering Unmasked Estep 
Score: -18939024.000000 Penalty: 5821.748535
	Iteration 12Q: 3 clusters Score -1.893902e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 121647 members 
Entering Unmasked Estep 
Score: -18940344.000000 Penalty: 5821.748535
	Iteration 13Q: 3 clusters Score -1.894034e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 122740 members 
Entering Unmasked Estep 
Score: -18941064.000000 Penalty: 5821.748535
	Iteration 14Q: 3 clusters Score -1.894106e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 123337 members 
Entering Unmasked Estep 
Score: -18941428.000000 Penalty: 5821.748535
	Iteration 15Q: 3 clusters Score -1.894143e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 123681 members 
Entering Unmasked Estep 
Score: -18941648.000000 Penalty: 5821.748535
	Iteration 16Q: 3 clusters Score -1.894165e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 123900 members 
Entering Unmasked Estep 
Score: -18941858.000000 Penalty: 5821.748535
	Iteration 17Q: 3 clusters Score -1.894186e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 124025 members 
Entering Unmasked Estep 
Score: -18941992.000000 Penalty: 5821.748535
	Iteration 18Q: 3 clusters Score -1.894199e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 124099 members 
Entering Unmasked Estep 
Score: -18942058.000000 Penalty: 5821.748535
	Iteration 19Q: 3 clusters Score -1.894206e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 124153 members 
Entering Unmasked Estep 
Score: -18942122.000000 Penalty: 5821.748535
	Iteration 20F: 3 clusters Score -1.894212e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 124192 members 
Entering Unmasked Estep 
Score: -18942170.000000 Penalty: 5821.748535
	Iteration 21Q: 3 clusters Score -1.894217e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 124225 members 
Entering Unmasked Estep 
Score: -18942212.000000 Penalty: 5821.748535
	Iteration 22Q: 3 clusters Score -1.894221e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 124242 members 
Entering Unmasked Estep 
Score: -18942226.000000 Penalty: 5821.748535
	Iteration 23Q: 3 clusters Score -1.894223e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 124252 members 
Entering Unmasked Estep 
Score: -18942252.000000 Penalty: 5821.748535
	Iteration 24Q: 3 clusters Score -1.894225e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 124259 members 
Entering Unmasked Estep 
Score: -18942274.000000 Penalty: 5821.748535
	Iteration 25Q: 3 clusters Score -1.894227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 124263 members 
Entering Unmasked Estep 
Score: -18942288.000000 Penalty: 5821.748535
	Iteration 26Q: 3 clusters Score -1.894229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 124270 members 
Entering Unmasked Estep 
Score: -18942294.000000 Penalty: 5821.748535
	Iteration 27Q: 3 clusters Score -1.894229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 124277 members 
Entering Unmasked Estep 
Score: -18942306.000000 Penalty: 5821.748535
	Iteration 28Q: 3 clusters Score -1.894231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 124278 members 
Entering Unmasked Estep 
Score: -18942302.000000 Penalty: 5821.748535
	Iteration 29Q: 3 clusters Score -1.89423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 124283 members 
Entering Unmasked Estep 
Score: -18942318.000000 Penalty: 5821.748535
	Iteration 30Q: 3 clusters Score -1.894232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 124285 members 
Entering Unmasked Estep 
Score: -18942338.000000 Penalty: 5821.748535
	Iteration 31Q: 3 clusters Score -1.894234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 124290 members 
Entering Unmasked Estep 
Score: -18942326.000000 Penalty: 5821.748535
	Iteration 32Q: 3 clusters Score -1.894233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 124297 members 
Entering Unmasked Estep 
Score: -18942338.000000 Penalty: 5821.748535
	Iteration 33Q: 3 clusters Score -1.894234e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 124301 members 
Entering Unmasked Estep 
Score: -18942324.000000 Penalty: 5821.748535
	Iteration 34Q: 3 clusters Score -1.894232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 124307 members 
Entering Unmasked Estep 
Score: -18942340.000000 Penalty: 5821.748535
	Iteration 35Q: 3 clusters Score -1.894234e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 124311 members 
Entering Unmasked Estep 
Score: -18942372.000000 Penalty: 5821.748535
	Iteration 36Q: 3 clusters Score -1.894237e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 124314 members 
Entering Unmasked Estep 
Score: -18942372.000000 Penalty: 5821.748535
	Iteration 37Q: 3 clusters Score -1.894237e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 124325 members 
Entering Unmasked Estep 
Score: -18942372.000000 Penalty: 5821.748535
	Iteration 38Q: 3 clusters Score -1.894237e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 124338 members 
Entering Unmasked Estep 
Score: -18942390.000000 Penalty: 5821.748535
	Iteration 39Q: 3 clusters Score -1.894239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 124340 members 
Entering Unmasked Estep 
Score: -18942400.000000 Penalty: 5821.748535
	Iteration 40F: 3 clusters Score -1.89424e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 124342 members 
Entering Unmasked Estep 
Score: -18942412.000000 Penalty: 5821.748535
	Iteration 41Q: 3 clusters Score -1.894241e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 124343 members 
Entering Unmasked Estep 
Score: -18942424.000000 Penalty: 5821.748535
	Iteration 42Q: 3 clusters Score -1.894242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 124345 members 
Entering Unmasked Estep 
Score: -18942434.000000 Penalty: 5821.748535
	Iteration 43Q: 3 clusters Score -1.894243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 124345 members 
Entering Unmasked Estep 
Score: -18942448.000000 Penalty: 5821.748535
	Iteration 44Q: 3 clusters Score -1.894245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 124348 members 
Entering Unmasked Estep 
Score: -18942446.000000 Penalty: 5821.748535
	Iteration 45Q: 3 clusters Score -1.894245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 124350 members 
Entering Unmasked Estep 
Score: -18942454.000000 Penalty: 5821.748535
	Iteration 46Q: 3 clusters Score -1.894245e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 124348 members 
Entering Unmasked Estep 
Score: -18942448.000000 Penalty: 5821.748535
	Iteration 47Q: 3 clusters Score -1.894245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 124346 members 
Entering Unmasked Estep 
Score: -18942444.000000 Penalty: 5821.748535
	Iteration 48Q: 3 clusters Score -1.894244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 124344 members 
Entering Unmasked Estep 
Score: -18942444.000000 Penalty: 5821.748535
	Iteration 49Q: 3 clusters Score -1.894244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 124342 members 
Entering Unmasked Estep 
Score: -18942446.000000 Penalty: 5821.748535
	Iteration 50Q: 3 clusters Score -1.894245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 124342 members 
Entering Unmasked Estep 
Score: -18942440.000000 Penalty: 5821.748535
	Iteration 51Q: 3 clusters Score -1.894244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 124342 members 
Entering Unmasked Estep 
Score: -18942446.000000 Penalty: 5821.748535
	Iteration 52Q: 3 clusters Score -1.894245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 124343 members 
Entering Unmasked Estep 
Score: -18942442.000000 Penalty: 5821.748535
	Iteration 53Q: 3 clusters Score -1.894244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 124343 members 
Entering Unmasked Estep 
Score: -18942436.000000 Penalty: 5821.748535
	Iteration 54Q: 3 clusters Score -1.894244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 124342 members 
Entering Unmasked Estep 
Score: -18942444.000000 Penalty: 5821.748535
	Iteration 55Q: 3 clusters Score -1.894244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 124345 members 
Entering Unmasked Estep 
Score: -18942444.000000 Penalty: 5821.748535
	Iteration 56Q: 3 clusters Score -1.894244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 124347 members 
Entering Unmasked Estep 
Score: -18942454.000000 Penalty: 5821.748535
	Iteration 57Q: 3 clusters Score -1.894245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 124351 members 
Entering Unmasked Estep 
Score: -18942460.000000 Penalty: 5821.748535
	Iteration 58Q: 3 clusters Score -1.894246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 124354 members 
Entering Unmasked Estep 
Score: -18942464.000000 Penalty: 5821.748535
	Iteration 59Q: 3 clusters Score -1.894246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 124356 members 
Entering Unmasked Estep 
Score: -18942478.000000 Penalty: 5821.748535
	Iteration 60F: 3 clusters Score -1.894248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 124354 members 
Entering Unmasked Estep 
Score: -18942482.000000 Penalty: 5821.748535
	Iteration 61Q: 3 clusters Score -1.894248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 124354 members 
Entering Unmasked Estep 
Score: -18942480.000000 Penalty: 5821.748535
	Iteration 62Q: 3 clusters Score -1.894248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 124353 members 
Entering Unmasked Estep 
Score: -18942484.000000 Penalty: 5821.748535
	Iteration 63Q: 3 clusters Score -1.894248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 124353 members 
Entering Unmasked Estep 
Score: -18942488.000000 Penalty: 5821.748535
	Iteration 64Q: 3 clusters Score -1.894249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 124355 members 
Entering Unmasked Estep 
Score: -18942466.000000 Penalty: 5821.748535
	Iteration 65Q: 3 clusters Score -1.894247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 124355 members 
Entering Unmasked Estep 
Score: -18942466.000000 Penalty: 5821.748535
	Iteration 66F: 3 clusters Score -1.894247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (32979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Entering Unmasked Estep 
Score: -5237102.000000 Penalty: 2580.099365
	Iteration 0F: 2 clusters Score -5237102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -5214548.000000 Penalty: 5160.198730
	Iteration 0F: 3 clusters Score -5214548 nChanged 15027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -5223011.500000 Penalty: 5160.198730
	Iteration 1F: 3 clusters Score -5223012 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -5223832.500000 Penalty: 5160.198730
	Iteration 2F: 3 clusters Score -5223832 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -5224706.000000 Penalty: 5160.198730
	Iteration 3F: 3 clusters Score -5224706 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -5225499.500000 Penalty: 5160.198730
	Iteration 4Q: 3 clusters Score -5225500 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -5226172.500000 Penalty: 5160.198730
	Iteration 5Q: 3 clusters Score -5226172 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -5226805.000000 Penalty: 5160.198730
	Iteration 6Q: 3 clusters Score -5226805 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -5227327.500000 Penalty: 5160.198730
	Iteration 7Q: 3 clusters Score -5227328 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -5227967.500000 Penalty: 5160.198730
	Iteration 8Q: 3 clusters Score -5227968 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -5228695.000000 Penalty: 5160.198730
	Iteration 9Q: 3 clusters Score -5228695 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -5229533.000000 Penalty: 5160.198730
	Iteration 10Q: 3 clusters Score -5229533 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -5230434.500000 Penalty: 5160.198730
	Iteration 11Q: 3 clusters Score -5230434 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -5231322.500000 Penalty: 5160.198730
	Iteration 12Q: 3 clusters Score -5231322 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -5232124.500000 Penalty: 5160.198730
	Iteration 13Q: 3 clusters Score -5232124 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -5232790.000000 Penalty: 5160.198730
	Iteration 14Q: 3 clusters Score -5232790 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -5233289.500000 Penalty: 5160.198730
	Iteration 15Q: 3 clusters Score -5233290 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -5233623.000000 Penalty: 5160.198730
	Iteration 16Q: 3 clusters Score -5233623 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -5233883.500000 Penalty: 5160.198730
	Iteration 17Q: 3 clusters Score -5233884 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -5234092.000000 Penalty: 5160.198730
	Iteration 18Q: 3 clusters Score -5234092 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -5234258.000000 Penalty: 5160.198730
	Iteration 19Q: 3 clusters Score -5234258 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -5234407.000000 Penalty: 5160.198730
	Iteration 20F: 3 clusters Score -5234407 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -5234532.000000 Penalty: 5160.198730
	Iteration 21Q: 3 clusters Score -5234532 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -5234632.500000 Penalty: 5160.198730
	Iteration 22Q: 3 clusters Score -5234632 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -5234695.000000 Penalty: 5160.198730
	Iteration 23Q: 3 clusters Score -5234695 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -5234765.500000 Penalty: 5160.198730
	Iteration 24Q: 3 clusters Score -5234766 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -5234806.000000 Penalty: 5160.198730
	Iteration 25Q: 3 clusters Score -5234806 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -5234842.500000 Penalty: 5160.198730
	Iteration 26Q: 3 clusters Score -5234842 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -5234867.500000 Penalty: 5160.198730
	Iteration 27Q: 3 clusters Score -5234868 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -5234904.500000 Penalty: 5160.198730
	Iteration 28Q: 3 clusters Score -5234904 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -5234939.000000 Penalty: 5160.198730
	Iteration 29Q: 3 clusters Score -5234939 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -5234947.500000 Penalty: 5160.198730
	Iteration 30Q: 3 clusters Score -5234948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -5234967.500000 Penalty: 5160.198730
	Iteration 31Q: 3 clusters Score -5234968 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -5235025.500000 Penalty: 5160.198730
	Iteration 32Q: 3 clusters Score -5235026 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -5235053.000000 Penalty: 5160.198730
	Iteration 33Q: 3 clusters Score -5235053 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -5235113.000000 Penalty: 5160.198730
	Iteration 34Q: 3 clusters Score -5235113 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -5235168.000000 Penalty: 5160.198730
	Iteration 35Q: 3 clusters Score -5235168 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -5235274.000000 Penalty: 5160.198730
	Iteration 36Q: 3 clusters Score -5235274 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -5235364.000000 Penalty: 5160.198730
	Iteration 37Q: 3 clusters Score -5235364 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -5235552.000000 Penalty: 5160.198730
	Iteration 38Q: 3 clusters Score -5235552 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -5235933.000000 Penalty: 5160.198730
	Iteration 39Q: 3 clusters Score -5235933 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -5236669.500000 Penalty: 5160.198730
	Iteration 40F: 3 clusters Score -5236670 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -5237602.500000 Penalty: 5160.198730
	Iteration 41Q: 3 clusters Score -5237602 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -5238120.500000 Penalty: 5160.198730
	Iteration 42Q: 3 clusters Score -5238120 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -5238458.500000 Penalty: 5160.198730
	Iteration 43Q: 3 clusters Score -5238458 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -5238670.000000 Penalty: 5160.198730
	Iteration 44Q: 3 clusters Score -5238670 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -5238832.000000 Penalty: 5160.198730
	Iteration 45Q: 3 clusters Score -5238832 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -5238928.000000 Penalty: 5160.198730
	Iteration 46Q: 3 clusters Score -5238928 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -5238977.500000 Penalty: 5160.198730
	Iteration 47Q: 3 clusters Score -5238978 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -5239033.000000 Penalty: 5160.198730
	Iteration 48Q: 3 clusters Score -5239033 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -5239062.500000 Penalty: 5160.198730
	Iteration 49Q: 3 clusters Score -5239062 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -5239082.500000 Penalty: 5160.198730
	Iteration 50Q: 3 clusters Score -5239082 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -5239114.000000 Penalty: 5160.198730
	Iteration 51Q: 3 clusters Score -5239114 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -5239150.000000 Penalty: 5160.198730
	Iteration 52Q: 3 clusters Score -5239150 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -5239174.500000 Penalty: 5160.198730
	Iteration 53Q: 3 clusters Score -5239174 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -5239191.000000 Penalty: 5160.198730
	Iteration 54Q: 3 clusters Score -5239191 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -5239198.000000 Penalty: 5160.198730
	Iteration 55Q: 3 clusters Score -5239198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -5239188.500000 Penalty: 5160.198730
	Iteration 56Q: 3 clusters Score -5239188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -5239185.500000 Penalty: 5160.198730
	Iteration 57Q: 3 clusters Score -5239186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -5239191.500000 Penalty: 5160.198730
	Iteration 58Q: 3 clusters Score -5239192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -5239204.500000 Penalty: 5160.198730
	Iteration 59Q: 3 clusters Score -5239204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -5239274.000000 Penalty: 5160.198730
	Iteration 60F: 3 clusters Score -5239274 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -5239336.000000 Penalty: 5160.198730
	Iteration 61Q: 3 clusters Score -5239336 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -5239402.500000 Penalty: 5160.198730
	Iteration 62Q: 3 clusters Score -5239402 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -5239498.000000 Penalty: 5160.198730
	Iteration 63Q: 3 clusters Score -5239498 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -5239575.000000 Penalty: 5160.198730
	Iteration 64Q: 3 clusters Score -5239575 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -5239669.000000 Penalty: 5160.198730
	Iteration 65Q: 3 clusters Score -5239669 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -5239780.500000 Penalty: 5160.198730
	Iteration 66Q: 3 clusters Score -5239780 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -5239911.000000 Penalty: 5160.198730
	Iteration 67Q: 3 clusters Score -5239911 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -5240116.500000 Penalty: 5160.198730
	Iteration 68Q: 3 clusters Score -5240116 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -5240345.500000 Penalty: 5160.198730
	Iteration 69Q: 3 clusters Score -5240346 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -5240568.500000 Penalty: 5160.198730
	Iteration 70Q: 3 clusters Score -5240568 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -5240758.500000 Penalty: 5160.198730
	Iteration 71Q: 3 clusters Score -5240758 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -5240903.000000 Penalty: 5160.198730
	Iteration 72Q: 3 clusters Score -5240903 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -5240980.000000 Penalty: 5160.198730
	Iteration 73Q: 3 clusters Score -5240980 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -5241066.000000 Penalty: 5160.198730
	Iteration 74Q: 3 clusters Score -5241066 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -5241124.500000 Penalty: 5160.198730
	Iteration 75Q: 3 clusters Score -5241124 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -5241181.000000 Penalty: 5160.198730
	Iteration 76Q: 3 clusters Score -5241181 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -5241217.000000 Penalty: 5160.198730
	Iteration 77Q: 3 clusters Score -5241217 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -5241244.000000 Penalty: 5160.198730
	Iteration 78Q: 3 clusters Score -5241244 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -5241271.500000 Penalty: 5160.198730
	Iteration 79Q: 3 clusters Score -5241272 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -5241485.000000 Penalty: 5160.198730
	Iteration 80F: 3 clusters Score -5241485 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -5241610.500000 Penalty: 5160.198730
	Iteration 81Q: 3 clusters Score -5241610 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -5241716.500000 Penalty: 5160.198730
	Iteration 82Q: 3 clusters Score -5241716 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -5241781.500000 Penalty: 5160.198730
	Iteration 83Q: 3 clusters Score -5241782 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -5241849.500000 Penalty: 5160.198730
	Iteration 84Q: 3 clusters Score -5241850 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -5241910.500000 Penalty: 5160.198730
	Iteration 85Q: 3 clusters Score -5241910 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -5241998.500000 Penalty: 5160.198730
	Iteration 86Q: 3 clusters Score -5241998 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -5242126.500000 Penalty: 5160.198730
	Iteration 87Q: 3 clusters Score -5242126 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -5242273.500000 Penalty: 5160.198730
	Iteration 88Q: 3 clusters Score -5242274 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -5242481.000000 Penalty: 5160.198730
	Iteration 89Q: 3 clusters Score -5242481 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -5242800.000000 Penalty: 5160.198730
	Iteration 90Q: 3 clusters Score -5242800 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -5243271.500000 Penalty: 5160.198730
	Iteration 91Q: 3 clusters Score -5243272 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -5243790.500000 Penalty: 5160.198730
	Iteration 92Q: 3 clusters Score -5243790 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -5244275.500000 Penalty: 5160.198730
	Iteration 93Q: 3 clusters Score -5244276 nChanged 415
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -5244705.500000 Penalty: 5160.198730
	Iteration 94Q: 3 clusters Score -5244706 nChanged 383
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -5245076.000000 Penalty: 5160.198730
	Iteration 95Q: 3 clusters Score -5245076 nChanged 297
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -5245367.500000 Penalty: 5160.198730
	Iteration 96Q: 3 clusters Score -5245368 nChanged 240
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -5245514.500000 Penalty: 5160.198730
	Iteration 97Q: 3 clusters Score -5245514 nChanged 161
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Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -5245617.500000 Penalty: 5160.198730
	Iteration 98Q: 3 clusters Score -5245618 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -5245683.000000 Penalty: 5160.198730
	Iteration 99Q: 3 clusters Score -5245683 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -5245891.000000 Penalty: 5160.198730
	Iteration 100F: 3 clusters Score -5245891 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -5246017.000000 Penalty: 5160.198730
	Iteration 101Q: 3 clusters Score -5246017 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -5246038.500000 Penalty: 5160.198730
	Iteration 102Q: 3 clusters Score -5246038 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -5246058.000000 Penalty: 5160.198730
	Iteration 103Q: 3 clusters Score -5246058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -5246058.000000 Penalty: 5160.198730
	Iteration 104Q: 3 clusters Score -5246058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -5246066.000000 Penalty: 5160.198730
	Iteration 105Q: 3 clusters Score -5246066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -5246063.500000 Penalty: 5160.198730
	Iteration 106Q: 3 clusters Score -5246064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -5246062.000000 Penalty: 5160.198730
	Iteration 107Q: 3 clusters Score -5246062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -5246062.500000 Penalty: 5160.198730
	Iteration 108Q: 3 clusters Score -5246062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -5246056.000000 Penalty: 5160.198730
	Iteration 109Q: 3 clusters Score -5246056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -5246057.500000 Penalty: 5160.198730
	Iteration 110Q: 3 clusters Score -5246058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -5246057.500000 Penalty: 5160.198730
	Iteration 111F: 3 clusters Score -5246058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6689 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 11174 members 
Mstep: Class 5 contains 37940 members 
Mstep: Class 6 contains 6129 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15712 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 36865 members 
Mstep: Class 14 contains 27553 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 64993 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 3948 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12815 members 
Mstep: Class 21 contains 27018 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125166 members 
Mstep: Class 24 contains 17306 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9689 members 
Mstep: Class 27 contains 16018 members 
Mstep: Class 28 contains 4006 members 
Mstep: Class 29 contains 124480 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 52872 members 
Mstep: Class 32 contains 6287 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3077 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21672 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6050 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 40228 members 
Mstep: Class 41 contains 1963 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8218 members 
Mstep: Class 44 contains 15012 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15673 members 
Entering Unmasked Estep 
Score: -122553712.000000 Penalty: 155075.984375
Splitting cluster 24 changes total score from -122545520.000000 to -122553712.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 25 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -61023.882812 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -61023.88 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 220 members 
Entering Unmasked Estep 
Score: -59640.867188 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -59640.87 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59948.304688 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -59948.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60160.859375 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -60160.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60268.062500 Penalty: 3019.040283
	Iteration 3F: 3 clusters Score -60268.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60312.238281 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -60312.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60326.765625 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -60326.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60353.117188 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -60353.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60356.597656 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -60356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60359.808594 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -60359.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60359.808594 Penalty: 3019.040283
	Iteration 9F: 3 clusters Score -60359.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Entering Unmasked Estep 
Score: -1509922.750000 Penalty: 2276.329102
	Iteration 0F: 2 clusters Score -1509923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1502462.000000 Penalty: 4552.658203
	Iteration 0F: 3 clusters Score -1502462 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1504538.250000 Penalty: 4552.658203
	Iteration 1F: 3 clusters Score -1504538 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1504850.750000 Penalty: 4552.658203
	Iteration 2F: 3 clusters Score -1504851 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1505094.375000 Penalty: 4552.658203
	Iteration 3F: 3 clusters Score -1505094 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1505314.875000 Penalty: 4552.658203
	Iteration 4Q: 3 clusters Score -1505315 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1505552.500000 Penalty: 4552.658203
	Iteration 5Q: 3 clusters Score -1505552 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1505862.375000 Penalty: 4552.658203
	Iteration 6Q: 3 clusters Score -1505862 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1506229.750000 Penalty: 4552.658203
	Iteration 7Q: 3 clusters Score -1506230 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1506731.375000 Penalty: 4552.658203
	Iteration 8F: 3 clusters Score -1506731 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1507326.375000 Penalty: 4552.658203
	Iteration 9F: 3 clusters Score -1507326 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1507811.750000 Penalty: 4552.658203
	Iteration 10F: 3 clusters Score -1507812 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1508142.875000 Penalty: 4552.658203
	Iteration 11Q: 3 clusters Score -1508143 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1508329.500000 Penalty: 4552.658203
	Iteration 12Q: 3 clusters Score -1508330 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1508421.500000 Penalty: 4552.658203
	Iteration 13Q: 3 clusters Score -1508422 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1508482.875000 Penalty: 4552.658203
	Iteration 14Q: 3 clusters Score -1508483 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1508527.250000 Penalty: 4552.658203
	Iteration 15Q: 3 clusters Score -1508527 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1508549.000000 Penalty: 4552.658203
	Iteration 16Q: 3 clusters Score -1508549 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1508566.875000 Penalty: 4552.658203
	Iteration 17Q: 3 clusters Score -1508567 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1508581.500000 Penalty: 4552.658203
	Iteration 18Q: 3 clusters Score -1508582 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1508588.500000 Penalty: 4552.658203
	Iteration 19Q: 3 clusters Score -1508588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1508600.250000 Penalty: 4552.658203
	Iteration 20F: 3 clusters Score -1508600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1508604.625000 Penalty: 4552.658203
	Iteration 21Q: 3 clusters Score -1508605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1508611.250000 Penalty: 4552.658203
	Iteration 22Q: 3 clusters Score -1508611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1508610.000000 Penalty: 4552.658203
	Iteration 23Q: 3 clusters Score -1508610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1508619.750000 Penalty: 4552.658203
	Iteration 24Q: 3 clusters Score -1508620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1508620.000000 Penalty: 4552.658203
	Iteration 25Q: 3 clusters Score -1508620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1508618.375000 Penalty: 4552.658203
	Iteration 26Q: 3 clusters Score -1508618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1508622.250000 Penalty: 4552.658203
	Iteration 27Q: 3 clusters Score -1508622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1508623.000000 Penalty: 4552.658203
	Iteration 28Q: 3 clusters Score -1508623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1508623.875000 Penalty: 4552.658203
	Iteration 29Q: 3 clusters Score -1508624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1508622.125000 Penalty: 4552.658203
	Iteration 30Q: 3 clusters Score -1508622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1508622.000000 Penalty: 4552.658203
	Iteration 31Q: 3 clusters Score -1508622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1508620.625000 Penalty: 4552.658203
	Iteration 32Q: 3 clusters Score -1508621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1508624.875000 Penalty: 4552.658203
	Iteration 33Q: 3 clusters Score -1508625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1508622.875000 Penalty: 4552.658203
	Iteration 34Q: 3 clusters Score -1508623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1508624.375000 Penalty: 4552.658203
	Iteration 35Q: 3 clusters Score -1508624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1508626.625000 Penalty: 4552.658203
	Iteration 36Q: 3 clusters Score -1508627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1508629.875000 Penalty: 4552.658203
	Iteration 37Q: 3 clusters Score -1508630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1508630.750000 Penalty: 4552.658203
	Iteration 38Q: 3 clusters Score -1508631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1508632.125000 Penalty: 4552.658203
	Iteration 39Q: 3 clusters Score -1508632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1508632.000000 Penalty: 4552.658203
	Iteration 40F: 3 clusters Score -1508632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1508631.750000 Penalty: 4552.658203
	Iteration 41Q: 3 clusters Score -1508632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1508633.125000 Penalty: 4552.658203
	Iteration 42Q: 3 clusters Score -1508633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1508631.375000 Penalty: 4552.658203
	Iteration 43Q: 3 clusters Score -1508631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1508631.375000 Penalty: 4552.658203
	Iteration 44F: 3 clusters Score -1508631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Entering Unmasked Estep 
Score: -2355528.250000 Penalty: 2401.004150
	Iteration 0F: 2 clusters Score -2355528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2343982.250000 Penalty: 4802.008301
	Iteration 0F: 3 clusters Score -2343982 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2348005.250000 Penalty: 4802.008301
	Iteration 1F: 3 clusters Score -2348005 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2348719.750000 Penalty: 4802.008301
	Iteration 2F: 3 clusters Score -2348720 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2349350.000000 Penalty: 4802.008301
	Iteration 3F: 3 clusters Score -2349350 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2349941.750000 Penalty: 4802.008301
	Iteration 4F: 3 clusters Score -2349942 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2350424.250000 Penalty: 4802.008301
	Iteration 5F: 3 clusters Score -2350424 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2350817.000000 Penalty: 4802.008301
	Iteration 6Q: 3 clusters Score -2350817 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2351126.250000 Penalty: 4802.008301
	Iteration 7Q: 3 clusters Score -2351126 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2351360.000000 Penalty: 4802.008301
	Iteration 8Q: 3 clusters Score -2351360 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2351569.000000 Penalty: 4802.008301
	Iteration 9Q: 3 clusters Score -2351569 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2351713.500000 Penalty: 4802.008301
	Iteration 10Q: 3 clusters Score -2351714 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2351833.500000 Penalty: 4802.008301
	Iteration 11Q: 3 clusters Score -2351834 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2351938.750000 Penalty: 4802.008301
	Iteration 12Q: 3 clusters Score -2351939 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2352045.000000 Penalty: 4802.008301
	Iteration 13Q: 3 clusters Score -2352045 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2352126.000000 Penalty: 4802.008301
	Iteration 14Q: 3 clusters Score -2352126 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2352192.500000 Penalty: 4802.008301
	Iteration 15Q: 3 clusters Score -2352192 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2352255.500000 Penalty: 4802.008301
	Iteration 16Q: 3 clusters Score -2352256 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2352288.500000 Penalty: 4802.008301
	Iteration 17Q: 3 clusters Score -2352288 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2352328.500000 Penalty: 4802.008301
	Iteration 18Q: 3 clusters Score -2352328 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2352360.250000 Penalty: 4802.008301
	Iteration 19Q: 3 clusters Score -2352360 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2352387.000000 Penalty: 4802.008301
	Iteration 20F: 3 clusters Score -2352387 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2352418.000000 Penalty: 4802.008301
	Iteration 21Q: 3 clusters Score -2352418 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2352441.250000 Penalty: 4802.008301
	Iteration 22Q: 3 clusters Score -2352441 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2352472.750000 Penalty: 4802.008301
	Iteration 23Q: 3 clusters Score -2352473 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2352492.000000 Penalty: 4802.008301
	Iteration 24Q: 3 clusters Score -2352492 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2352499.000000 Penalty: 4802.008301
	Iteration 25Q: 3 clusters Score -2352499 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2352513.500000 Penalty: 4802.008301
	Iteration 26Q: 3 clusters Score -2352514 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2352520.000000 Penalty: 4802.008301
	Iteration 27Q: 3 clusters Score -2352520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2352518.000000 Penalty: 4802.008301
	Iteration 28Q: 3 clusters Score -2352518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2352531.500000 Penalty: 4802.008301
	Iteration 29Q: 3 clusters Score -2352532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2352537.500000 Penalty: 4802.008301
	Iteration 30Q: 3 clusters Score -2352538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2352537.000000 Penalty: 4802.008301
	Iteration 31Q: 3 clusters Score -2352537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2352537.500000 Penalty: 4802.008301
	Iteration 32Q: 3 clusters Score -2352538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2352538.250000 Penalty: 4802.008301
	Iteration 33Q: 3 clusters Score -2352538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2352541.750000 Penalty: 4802.008301
	Iteration 34Q: 3 clusters Score -2352542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2352542.000000 Penalty: 4802.008301
	Iteration 35Q: 3 clusters Score -2352542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2352553.000000 Penalty: 4802.008301
	Iteration 36Q: 3 clusters Score -2352553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2352555.500000 Penalty: 4802.008301
	Iteration 37Q: 3 clusters Score -2352556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2352561.750000 Penalty: 4802.008301
	Iteration 38Q: 3 clusters Score -2352562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2352556.250000 Penalty: 4802.008301
	Iteration 39Q: 3 clusters Score -2352556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2352561.000000 Penalty: 4802.008301
	Iteration 40F: 3 clusters Score -2352561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2352567.000000 Penalty: 4802.008301
	Iteration 41Q: 3 clusters Score -2352567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2352568.250000 Penalty: 4802.008301
	Iteration 42Q: 3 clusters Score -2352568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2352570.500000 Penalty: 4802.008301
	Iteration 43Q: 3 clusters Score -2352570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2352568.750000 Penalty: 4802.008301
	Iteration 44Q: 3 clusters Score -2352569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2352577.750000 Penalty: 4802.008301
	Iteration 45Q: 3 clusters Score -2352578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2352577.250000 Penalty: 4802.008301
	Iteration 46Q: 3 clusters Score -2352577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2352576.250000 Penalty: 4802.008301
	Iteration 47Q: 3 clusters Score -2352576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2352580.500000 Penalty: 4802.008301
	Iteration 48Q: 3 clusters Score -2352580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2352586.250000 Penalty: 4802.008301
	Iteration 49Q: 3 clusters Score -2352586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2352583.250000 Penalty: 4802.008301
	Iteration 50Q: 3 clusters Score -2352583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2352581.750000 Penalty: 4802.008301
	Iteration 51Q: 3 clusters Score -2352582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2352584.500000 Penalty: 4802.008301
	Iteration 52Q: 3 clusters Score -2352584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2352587.000000 Penalty: 4802.008301
	Iteration 53Q: 3 clusters Score -2352587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2352595.500000 Penalty: 4802.008301
	Iteration 54Q: 3 clusters Score -2352596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2352598.000000 Penalty: 4802.008301
	Iteration 55Q: 3 clusters Score -2352598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2352595.750000 Penalty: 4802.008301
	Iteration 56Q: 3 clusters Score -2352596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2352597.000000 Penalty: 4802.008301
	Iteration 57Q: 3 clusters Score -2352597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2352597.750000 Penalty: 4802.008301
	Iteration 58Q: 3 clusters Score -2352598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2352597.000000 Penalty: 4802.008301
	Iteration 59Q: 3 clusters Score -2352597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2352599.000000 Penalty: 4802.008301
	Iteration 60F: 3 clusters Score -2352599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2352602.000000 Penalty: 4802.008301
	Iteration 61Q: 3 clusters Score -2352602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2352605.000000 Penalty: 4802.008301
	Iteration 62Q: 3 clusters Score -2352605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2352606.000000 Penalty: 4802.008301
	Iteration 63Q: 3 clusters Score -2352606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2352606.250000 Penalty: 4802.008301
	Iteration 64Q: 3 clusters Score -2352606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2352609.750000 Penalty: 4802.008301
	Iteration 65Q: 3 clusters Score -2352610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2352607.750000 Penalty: 4802.008301
	Iteration 66Q: 3 clusters Score -2352608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2352609.500000 Penalty: 4802.008301
	Iteration 67Q: 3 clusters Score -2352610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2352606.500000 Penalty: 4802.008301
	Iteration 68Q: 3 clusters Score -2352606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2352613.500000 Penalty: 4802.008301
	Iteration 69Q: 3 clusters Score -2352614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2352611.500000 Penalty: 4802.008301
	Iteration 70Q: 3 clusters Score -2352612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2352607.250000 Penalty: 4802.008301
	Iteration 71Q: 3 clusters Score -2352607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2352607.750000 Penalty: 4802.008301
	Iteration 72Q: 3 clusters Score -2352608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2352613.250000 Penalty: 4802.008301
	Iteration 73Q: 3 clusters Score -2352613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2352613.500000 Penalty: 4802.008301
	Iteration 74Q: 3 clusters Score -2352614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2352618.000000 Penalty: 4802.008301
	Iteration 75Q: 3 clusters Score -2352618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2352616.750000 Penalty: 4802.008301
	Iteration 76Q: 3 clusters Score -2352617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2352617.750000 Penalty: 4802.008301
	Iteration 77Q: 3 clusters Score -2352618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2352616.000000 Penalty: 4802.008301
	Iteration 78Q: 3 clusters Score -2352616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2352616.000000 Penalty: 4802.008301
	Iteration 79F: 3 clusters Score -2352616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Entering Unmasked Estep 
Score: -594921.875000 Penalty: 2057.295898
	Iteration 0F: 2 clusters Score -594921.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -591058.500000 Penalty: 4114.591797
	Iteration 0F: 3 clusters Score -591058.5 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -592122.250000 Penalty: 4114.591797
	Iteration 1F: 3 clusters Score -592122.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -592417.687500 Penalty: 4114.591797
	Iteration 2F: 3 clusters Score -592417.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -592653.875000 Penalty: 4114.591797
	Iteration 3F: 3 clusters Score -592653.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -592932.250000 Penalty: 4114.591797
	Iteration 4F: 3 clusters Score -592932.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -593169.375000 Penalty: 4114.591797
	Iteration 5F: 3 clusters Score -593169.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -593373.812500 Penalty: 4114.591797
	Iteration 6F: 3 clusters Score -593373.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -593514.375000 Penalty: 4114.591797
	Iteration 7Q: 3 clusters Score -593514.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -593627.875000 Penalty: 4114.591797
	Iteration 8Q: 3 clusters Score -593627.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -593739.437500 Penalty: 4114.591797
	Iteration 9Q: 3 clusters Score -593739.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -593837.312500 Penalty: 4114.591797
	Iteration 10Q: 3 clusters Score -593837.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -593903.750000 Penalty: 4114.591797
	Iteration 11Q: 3 clusters Score -593903.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -593949.187500 Penalty: 4114.591797
	Iteration 12Q: 3 clusters Score -593949.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -593979.375000 Penalty: 4114.591797
	Iteration 13Q: 3 clusters Score -593979.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -594001.687500 Penalty: 4114.591797
	Iteration 14Q: 3 clusters Score -594001.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -594024.125000 Penalty: 4114.591797
	Iteration 15Q: 3 clusters Score -594024.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -594054.062500 Penalty: 4114.591797
	Iteration 16Q: 3 clusters Score -594054.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -594073.437500 Penalty: 4114.591797
	Iteration 17Q: 3 clusters Score -594073.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -594086.875000 Penalty: 4114.591797
	Iteration 18Q: 3 clusters Score -594086.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -594098.062500 Penalty: 4114.591797
	Iteration 19Q: 3 clusters Score -594098.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -594110.375000 Penalty: 4114.591797
	Iteration 20F: 3 clusters Score -594110.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -594119.187500 Penalty: 4114.591797
	Iteration 21Q: 3 clusters Score -594119.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -594127.000000 Penalty: 4114.591797
	Iteration 22Q: 3 clusters Score -594127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -594134.937500 Penalty: 4114.591797
	Iteration 23Q: 3 clusters Score -594134.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -594142.125000 Penalty: 4114.591797
	Iteration 24Q: 3 clusters Score -594142.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -594146.562500 Penalty: 4114.591797
	Iteration 25Q: 3 clusters Score -594146.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -594147.687500 Penalty: 4114.591797
	Iteration 26Q: 3 clusters Score -594147.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -594149.250000 Penalty: 4114.591797
	Iteration 27Q: 3 clusters Score -594149.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -594149.625000 Penalty: 4114.591797
	Iteration 28Q: 3 clusters Score -594149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -594152.000000 Penalty: 4114.591797
	Iteration 29Q: 3 clusters Score -594152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -594154.812500 Penalty: 4114.591797
	Iteration 30Q: 3 clusters Score -594154.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -594155.750000 Penalty: 4114.591797
	Iteration 31Q: 3 clusters Score -594155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -594157.187500 Penalty: 4114.591797
	Iteration 32Q: 3 clusters Score -594157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -594159.500000 Penalty: 4114.591797
	Iteration 33Q: 3 clusters Score -594159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -594160.437500 Penalty: 4114.591797
	Iteration 34Q: 3 clusters Score -594160.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -594160.437500 Penalty: 4114.591797
	Iteration 35F: 3 clusters Score -594160.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (124480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124480 members 
Entering Unmasked Estep 
Score: -19935202.000000 Penalty: 2909.511230
	Iteration 0F: 2 clusters Score -1.99352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62235 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -19868690.000000 Penalty: 5819.022461
	Iteration 0F: 3 clusters Score -1.986869e+07 nChanged 59409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -19902716.000000 Penalty: 5819.022461
	Iteration 1F: 3 clusters Score -1.990272e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -19903370.000000 Penalty: 5819.022461
	Iteration 2Q: 3 clusters Score -1.990337e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62356 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -19903988.000000 Penalty: 5819.022461
	Iteration 3Q: 3 clusters Score -1.990399e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -19904800.000000 Penalty: 5819.022461
	Iteration 4Q: 3 clusters Score -1.99048e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62829 members 
Mstep: Class 2 contains 61651 members 
Entering Unmasked Estep 
Score: -19905640.000000 Penalty: 5819.022461
	Iteration 5Q: 3 clusters Score -1.990564e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -19906836.000000 Penalty: 5819.022461
	Iteration 6Q: 3 clusters Score -1.990684e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -19908450.000000 Penalty: 5819.022461
	Iteration 7Q: 3 clusters Score -1.990845e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -19910530.000000 Penalty: 5819.022461
	Iteration 8Q: 3 clusters Score -1.991053e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65172 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -19913262.000000 Penalty: 5819.022461
	Iteration 9Q: 3 clusters Score -1.991326e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -19916672.000000 Penalty: 5819.022461
	Iteration 10F: 3 clusters Score -1.991667e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66828 members 
Mstep: Class 2 contains 57652 members 
Entering Unmasked Estep 
Score: -19920732.000000 Penalty: 5819.022461
	Iteration 11F: 3 clusters Score -1.992073e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67490 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -19924882.000000 Penalty: 5819.022461
	Iteration 12F: 3 clusters Score -1.992488e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -19927904.000000 Penalty: 5819.022461
	Iteration 13Q: 3 clusters Score -1.99279e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68594 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -19929988.000000 Penalty: 5819.022461
	Iteration 14Q: 3 clusters Score -1.992999e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69188 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -19930926.000000 Penalty: 5819.022461
	Iteration 15Q: 3 clusters Score -1.993093e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -19931252.000000 Penalty: 5819.022461
	Iteration 16Q: 3 clusters Score -1.993125e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70520 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -19931440.000000 Penalty: 5819.022461
	Iteration 17Q: 3 clusters Score -1.993144e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71239 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -19931668.000000 Penalty: 5819.022461
	Iteration 18Q: 3 clusters Score -1.993167e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71961 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -19931906.000000 Penalty: 5819.022461
	Iteration 19Q: 3 clusters Score -1.993191e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -19932198.000000 Penalty: 5819.022461
	Iteration 20F: 3 clusters Score -1.99322e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73450 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -19932410.000000 Penalty: 5819.022461
	Iteration 21Q: 3 clusters Score -1.993241e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74245 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -19932744.000000 Penalty: 5819.022461
	Iteration 22Q: 3 clusters Score -1.993274e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75088 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -19932996.000000 Penalty: 5819.022461
	Iteration 23Q: 3 clusters Score -1.9933e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -19933236.000000 Penalty: 5819.022461
	Iteration 24Q: 3 clusters Score -1.993324e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76895 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -19933576.000000 Penalty: 5819.022461
	Iteration 25Q: 3 clusters Score -1.993358e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77860 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -19933780.000000 Penalty: 5819.022461
	Iteration 26Q: 3 clusters Score -1.993378e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -19934076.000000 Penalty: 5819.022461
	Iteration 27Q: 3 clusters Score -1.993408e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79992 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -19934436.000000 Penalty: 5819.022461
	Iteration 28Q: 3 clusters Score -1.993444e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -19934744.000000 Penalty: 5819.022461
	Iteration 29Q: 3 clusters Score -1.993474e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82311 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -19935188.000000 Penalty: 5819.022461
	Iteration 30Q: 3 clusters Score -1.993519e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -19935524.000000 Penalty: 5819.022461
	Iteration 31Q: 3 clusters Score -1.993552e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84669 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -19935914.000000 Penalty: 5819.022461
	Iteration 32Q: 3 clusters Score -1.993591e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85968 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -19936256.000000 Penalty: 5819.022461
	Iteration 33Q: 3 clusters Score -1.993626e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87291 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -19936572.000000 Penalty: 5819.022461
	Iteration 34Q: 3 clusters Score -1.993657e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88685 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -19936874.000000 Penalty: 5819.022461
	Iteration 35Q: 3 clusters Score -1.993687e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90135 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -19937202.000000 Penalty: 5819.022461
	Iteration 36Q: 3 clusters Score -1.99372e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91574 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -19937490.000000 Penalty: 5819.022461
	Iteration 37Q: 3 clusters Score -1.993749e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93035 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -19937808.000000 Penalty: 5819.022461
	Iteration 38Q: 3 clusters Score -1.993781e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94377 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -19937986.000000 Penalty: 5819.022461
	Iteration 39Q: 3 clusters Score -1.993799e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95757 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -19938356.000000 Penalty: 5819.022461
	Iteration 40F: 3 clusters Score -1.993836e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97131 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -19938536.000000 Penalty: 5819.022461
	Iteration 41Q: 3 clusters Score -1.993854e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -19938576.000000 Penalty: 5819.022461
	Iteration 42Q: 3 clusters Score -1.993858e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99505 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -19938716.000000 Penalty: 5819.022461
	Iteration 43Q: 3 clusters Score -1.993872e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100601 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -19938776.000000 Penalty: 5819.022461
	Iteration 44Q: 3 clusters Score -1.993878e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101596 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -19938822.000000 Penalty: 5819.022461
	Iteration 45Q: 3 clusters Score -1.993882e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102497 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -19938874.000000 Penalty: 5819.022461
	Iteration 46Q: 3 clusters Score -1.993887e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103355 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -19938912.000000 Penalty: 5819.022461
	Iteration 47Q: 3 clusters Score -1.993891e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -19938928.000000 Penalty: 5819.022461
	Iteration 48Q: 3 clusters Score -1.993893e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104892 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -19939058.000000 Penalty: 5819.022461
	Iteration 49Q: 3 clusters Score -1.993906e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105600 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -19939120.000000 Penalty: 5819.022461
	Iteration 50Q: 3 clusters Score -1.993912e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106231 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -19939046.000000 Penalty: 5819.022461
	Iteration 51Q: 3 clusters Score -1.993905e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106816 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -19938984.000000 Penalty: 5819.022461
	Iteration 52Q: 3 clusters Score -1.993898e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107359 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -19938886.000000 Penalty: 5819.022461
	Iteration 53Q: 3 clusters Score -1.993889e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107836 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -19938994.000000 Penalty: 5819.022461
	Iteration 54Q: 3 clusters Score -1.993899e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108269 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -19939016.000000 Penalty: 5819.022461
	Iteration 55Q: 3 clusters Score -1.993902e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108697 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -19939008.000000 Penalty: 5819.022461
	Iteration 56Q: 3 clusters Score -1.993901e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109117 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -19939034.000000 Penalty: 5819.022461
	Iteration 57Q: 3 clusters Score -1.993903e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109459 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -19938906.000000 Penalty: 5819.022461
	Iteration 58Q: 3 clusters Score -1.993891e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109736 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -19938852.000000 Penalty: 5819.022461
	Iteration 59Q: 3 clusters Score -1.993885e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109968 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -19938830.000000 Penalty: 5819.022461
	Iteration 60F: 3 clusters Score -1.993883e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110190 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -19938754.000000 Penalty: 5819.022461
	Iteration 61Q: 3 clusters Score -1.993875e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110377 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -19938736.000000 Penalty: 5819.022461
	Iteration 62Q: 3 clusters Score -1.993874e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110546 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -19938750.000000 Penalty: 5819.022461
	Iteration 63Q: 3 clusters Score -1.993875e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110677 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -19938762.000000 Penalty: 5819.022461
	Iteration 64Q: 3 clusters Score -1.993876e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110800 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -19938756.000000 Penalty: 5819.022461
	Iteration 65Q: 3 clusters Score -1.993876e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110911 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -19938762.000000 Penalty: 5819.022461
	Iteration 66Q: 3 clusters Score -1.993876e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111012 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -19938730.000000 Penalty: 5819.022461
	Iteration 67Q: 3 clusters Score -1.993873e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111113 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -19938726.000000 Penalty: 5819.022461
	Iteration 68Q: 3 clusters Score -1.993873e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111199 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -19938688.000000 Penalty: 5819.022461
	Iteration 69Q: 3 clusters Score -1.993869e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111274 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -19938654.000000 Penalty: 5819.022461
	Iteration 70Q: 3 clusters Score -1.993865e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111350 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -19938650.000000 Penalty: 5819.022461
	Iteration 71Q: 3 clusters Score -1.993865e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111409 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -19938654.000000 Penalty: 5819.022461
	Iteration 72Q: 3 clusters Score -1.993865e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111470 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -19938648.000000 Penalty: 5819.022461
	Iteration 73Q: 3 clusters Score -1.993865e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111530 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -19938644.000000 Penalty: 5819.022461
	Iteration 74Q: 3 clusters Score -1.993864e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111590 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -19938624.000000 Penalty: 5819.022461
	Iteration 75Q: 3 clusters Score -1.993862e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111645 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -19938622.000000 Penalty: 5819.022461
	Iteration 76Q: 3 clusters Score -1.993862e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111698 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -19938626.000000 Penalty: 5819.022461
	Iteration 77Q: 3 clusters Score -1.993863e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111743 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -19938618.000000 Penalty: 5819.022461
	Iteration 78Q: 3 clusters Score -1.993862e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111786 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -19938604.000000 Penalty: 5819.022461
	Iteration 79Q: 3 clusters Score -1.99386e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111824 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -19938596.000000 Penalty: 5819.022461
	Iteration 80F: 3 clusters Score -1.99386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111844 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -19938620.000000 Penalty: 5819.022461
	Iteration 81Q: 3 clusters Score -1.993862e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111866 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -19938604.000000 Penalty: 5819.022461
	Iteration 82Q: 3 clusters Score -1.99386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111882 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -19938590.000000 Penalty: 5819.022461
	Iteration 83Q: 3 clusters Score -1.993859e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111907 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -19938604.000000 Penalty: 5819.022461
	Iteration 84Q: 3 clusters Score -1.99386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111921 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -19938592.000000 Penalty: 5819.022461
	Iteration 85Q: 3 clusters Score -1.993859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111938 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -19938586.000000 Penalty: 5819.022461
	Iteration 86Q: 3 clusters Score -1.993859e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111957 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -19938552.000000 Penalty: 5819.022461
	Iteration 87Q: 3 clusters Score -1.993855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111969 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -19938534.000000 Penalty: 5819.022461
	Iteration 88Q: 3 clusters Score -1.993853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111981 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -19938546.000000 Penalty: 5819.022461
	Iteration 89Q: 3 clusters Score -1.993855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111989 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -19938560.000000 Penalty: 5819.022461
	Iteration 90Q: 3 clusters Score -1.993856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111999 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -19938546.000000 Penalty: 5819.022461
	Iteration 91Q: 3 clusters Score -1.993855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112003 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -19938542.000000 Penalty: 5819.022461
	Iteration 92Q: 3 clusters Score -1.993854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112011 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -19938540.000000 Penalty: 5819.022461
	Iteration 93Q: 3 clusters Score -1.993854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112019 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -19938534.000000 Penalty: 5819.022461
	Iteration 94Q: 3 clusters Score -1.993853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112026 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -19938530.000000 Penalty: 5819.022461
	Iteration 95Q: 3 clusters Score -1.993853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112030 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -19938532.000000 Penalty: 5819.022461
	Iteration 96Q: 3 clusters Score -1.993853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112037 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -19938506.000000 Penalty: 5819.022461
	Iteration 97Q: 3 clusters Score -1.993851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112046 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -19938494.000000 Penalty: 5819.022461
	Iteration 98Q: 3 clusters Score -1.993849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112054 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -19938510.000000 Penalty: 5819.022461
	Iteration 99Q: 3 clusters Score -1.993851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112065 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -19938510.000000 Penalty: 5819.022461
	Iteration 100F: 3 clusters Score -1.993851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112070 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -19938520.000000 Penalty: 5819.022461
	Iteration 101Q: 3 clusters Score -1.993852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112073 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -19938522.000000 Penalty: 5819.022461
	Iteration 102Q: 3 clusters Score -1.993852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112080 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -19938520.000000 Penalty: 5819.022461
	Iteration 103Q: 3 clusters Score -1.993852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112082 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -19938514.000000 Penalty: 5819.022461
	Iteration 104Q: 3 clusters Score -1.993851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112082 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -19938514.000000 Penalty: 5819.022461
	Iteration 105F: 3 clusters Score -1.993851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6689 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 11174 members 
Mstep: Class 5 contains 37940 members 
Mstep: Class 6 contains 6129 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15712 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 36865 members 
Mstep: Class 14 contains 27553 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 64993 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 3948 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12815 members 
Mstep: Class 21 contains 27018 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125166 members 
Mstep: Class 24 contains 17306 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9689 members 
Mstep: Class 27 contains 16018 members 
Mstep: Class 28 contains 4006 members 
Mstep: Class 29 contains 112082 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 52872 members 
Mstep: Class 32 contains 6287 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3077 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21672 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 6050 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 40228 members 
Mstep: Class 41 contains 1963 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8218 members 
Mstep: Class 44 contains 15012 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15673 members 
Mstep: Class 47 contains 12398 members 
Entering Unmasked Estep 
Score: -122556840.000000 Penalty: 158447.187500
Splitting cluster 29 changes total score from -122545520.000000 to -122556840.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 30 (10084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Entering Unmasked Estep 
Score: -1567551.250000 Penalty: 2286.238770
	Iteration 0F: 2 clusters Score -1567551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1559938.875000 Penalty: 4572.477539
	Iteration 0F: 3 clusters Score -1559939 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1562299.500000 Penalty: 4572.477539
	Iteration 1F: 3 clusters Score -1562300 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1562758.375000 Penalty: 4572.477539
	Iteration 2F: 3 clusters Score -1562758 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1563096.625000 Penalty: 4572.477539
	Iteration 3F: 3 clusters Score -1563097 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1563443.000000 Penalty: 4572.477539
	Iteration 4F: 3 clusters Score -1563443 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1563827.750000 Penalty: 4572.477539
	Iteration 5F: 3 clusters Score -1563828 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1564218.000000 Penalty: 4572.477539
	Iteration 6Q: 3 clusters Score -1564218 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1564737.500000 Penalty: 4572.477539
	Iteration 7F: 3 clusters Score -1564738 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1565291.625000 Penalty: 4572.477539
	Iteration 8F: 3 clusters Score -1565292 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1565763.500000 Penalty: 4572.477539
	Iteration 9F: 3 clusters Score -1565764 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1566063.625000 Penalty: 4572.477539
	Iteration 10Q: 3 clusters Score -1566064 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1566222.625000 Penalty: 4572.477539
	Iteration 11Q: 3 clusters Score -1566223 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1566321.500000 Penalty: 4572.477539
	Iteration 12Q: 3 clusters Score -1566322 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1566395.875000 Penalty: 4572.477539
	Iteration 13Q: 3 clusters Score -1566396 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1566443.750000 Penalty: 4572.477539
	Iteration 14Q: 3 clusters Score -1566444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1566476.500000 Penalty: 4572.477539
	Iteration 15Q: 3 clusters Score -1566476 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1566505.250000 Penalty: 4572.477539
	Iteration 16Q: 3 clusters Score -1566505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1566523.750000 Penalty: 4572.477539
	Iteration 17Q: 3 clusters Score -1566524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1566537.875000 Penalty: 4572.477539
	Iteration 18Q: 3 clusters Score -1566538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1566548.500000 Penalty: 4572.477539
	Iteration 19Q: 3 clusters Score -1566548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1566552.625000 Penalty: 4572.477539
	Iteration 20F: 3 clusters Score -1566553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1566556.625000 Penalty: 4572.477539
	Iteration 21Q: 3 clusters Score -1566557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1566562.125000 Penalty: 4572.477539
	Iteration 22Q: 3 clusters Score -1566562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1566565.500000 Penalty: 4572.477539
	Iteration 23Q: 3 clusters Score -1566566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1566567.500000 Penalty: 4572.477539
	Iteration 24Q: 3 clusters Score -1566568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1566565.250000 Penalty: 4572.477539
	Iteration 25Q: 3 clusters Score -1566565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1566567.375000 Penalty: 4572.477539
	Iteration 26Q: 3 clusters Score -1566567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1566567.375000 Penalty: 4572.477539
	Iteration 27F: 3 clusters Score -1566567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (52872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Entering Unmasked Estep 
Score: -8308008.000000 Penalty: 2697.156006
	Iteration 0F: 2 clusters Score -8308008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -8272266.000000 Penalty: 5394.312012
	Iteration 0F: 3 clusters Score -8272266 nChanged 24664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -8286397.000000 Penalty: 5394.312012
	Iteration 1F: 3 clusters Score -8286397 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -8287170.500000 Penalty: 5394.312012
	Iteration 2Q: 3 clusters Score -8287170 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -8288171.500000 Penalty: 5394.312012
	Iteration 3Q: 3 clusters Score -8288172 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -8289633.500000 Penalty: 5394.312012
	Iteration 4Q: 3 clusters Score -8289634 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -8291679.500000 Penalty: 5394.312012
	Iteration 5F: 3 clusters Score -8291680 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -8293870.000000 Penalty: 5394.312012
	Iteration 6F: 3 clusters Score -8293870 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -8295988.000000 Penalty: 5394.312012
	Iteration 7F: 3 clusters Score -8295988 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -8297614.000000 Penalty: 5394.312012
	Iteration 8F: 3 clusters Score -8297614 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -8298884.000000 Penalty: 5394.312012
	Iteration 9Q: 3 clusters Score -8298884 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -8299735.500000 Penalty: 5394.312012
	Iteration 10Q: 3 clusters Score -8299736 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -8300341.000000 Penalty: 5394.312012
	Iteration 11Q: 3 clusters Score -8300341 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -8300913.500000 Penalty: 5394.312012
	Iteration 12Q: 3 clusters Score -8300914 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -8301473.000000 Penalty: 5394.312012
	Iteration 13Q: 3 clusters Score -8301473 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -8302035.000000 Penalty: 5394.312012
	Iteration 14Q: 3 clusters Score -8302035 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -8302591.500000 Penalty: 5394.312012
	Iteration 15Q: 3 clusters Score -8302592 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -8303078.000000 Penalty: 5394.312012
	Iteration 16Q: 3 clusters Score -8303078 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -8303587.000000 Penalty: 5394.312012
	Iteration 17Q: 3 clusters Score -8303587 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -8304025.000000 Penalty: 5394.312012
	Iteration 18Q: 3 clusters Score -8304025 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -8304416.000000 Penalty: 5394.312012
	Iteration 19Q: 3 clusters Score -8304416 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -8304811.500000 Penalty: 5394.312012
	Iteration 20F: 3 clusters Score -8304812 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -8305115.500000 Penalty: 5394.312012
	Iteration 21Q: 3 clusters Score -8305116 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -8305392.500000 Penalty: 5394.312012
	Iteration 22Q: 3 clusters Score -8305392 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -8305552.500000 Penalty: 5394.312012
	Iteration 23Q: 3 clusters Score -8305552 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -8305696.500000 Penalty: 5394.312012
	Iteration 24Q: 3 clusters Score -8305696 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -8305834.000000 Penalty: 5394.312012
	Iteration 25Q: 3 clusters Score -8305834 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -8305926.500000 Penalty: 5394.312012
	Iteration 26Q: 3 clusters Score -8305926 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -8305992.000000 Penalty: 5394.312012
	Iteration 27Q: 3 clusters Score -8305992 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -8306065.500000 Penalty: 5394.312012
	Iteration 28Q: 3 clusters Score -8306066 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -8306142.000000 Penalty: 5394.312012
	Iteration 29Q: 3 clusters Score -8306142 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -8306163.000000 Penalty: 5394.312012
	Iteration 30Q: 3 clusters Score -8306163 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -8306204.500000 Penalty: 5394.312012
	Iteration 31Q: 3 clusters Score -8306204 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -8306247.000000 Penalty: 5394.312012
	Iteration 32Q: 3 clusters Score -8306247 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -8306301.000000 Penalty: 5394.312012
	Iteration 33Q: 3 clusters Score -8306301 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -8306322.500000 Penalty: 5394.312012
	Iteration 34Q: 3 clusters Score -8306322 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -8306368.500000 Penalty: 5394.312012
	Iteration 35Q: 3 clusters Score -8306368 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -8306382.000000 Penalty: 5394.312012
	Iteration 36Q: 3 clusters Score -8306382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -8306385.500000 Penalty: 5394.312012
	Iteration 37Q: 3 clusters Score -8306386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -8306418.000000 Penalty: 5394.312012
	Iteration 38Q: 3 clusters Score -8306418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -8306425.000000 Penalty: 5394.312012
	Iteration 39Q: 3 clusters Score -8306425 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -8306441.000000 Penalty: 5394.312012
	Iteration 40F: 3 clusters Score -8306441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -8306463.000000 Penalty: 5394.312012
	Iteration 41Q: 3 clusters Score -8306463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 50763 members 
Entering Unmasked Estep 
Score: -8306463.500000 Penalty: 5394.312012
	Iteration 42Q: 3 clusters Score -8306464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -8306477.500000 Penalty: 5394.312012
	Iteration 43Q: 3 clusters Score -8306478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -8306484.000000 Penalty: 5394.312012
	Iteration 44Q: 3 clusters Score -8306484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -8306488.500000 Penalty: 5394.312012
	Iteration 45Q: 3 clusters Score -8306488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -8306481.500000 Penalty: 5394.312012
	Iteration 46Q: 3 clusters Score -8306482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -8306477.000000 Penalty: 5394.312012
	Iteration 47Q: 3 clusters Score -8306477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -8306481.000000 Penalty: 5394.312012
	Iteration 48Q: 3 clusters Score -8306481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -8306482.500000 Penalty: 5394.312012
	Iteration 49Q: 3 clusters Score -8306482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -8306480.500000 Penalty: 5394.312012
	Iteration 50Q: 3 clusters Score -8306480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -8306482.500000 Penalty: 5394.312012
	Iteration 51Q: 3 clusters Score -8306482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -8306487.500000 Penalty: 5394.312012
	Iteration 52Q: 3 clusters Score -8306488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -8306484.500000 Penalty: 5394.312012
	Iteration 53Q: 3 clusters Score -8306484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -8306484.500000 Penalty: 5394.312012
	Iteration 54Q: 3 clusters Score -8306484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -8306488.000000 Penalty: 5394.312012
	Iteration 55Q: 3 clusters Score -8306488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -8306488.000000 Penalty: 5394.312012
	Iteration 56F: 3 clusters Score -8306488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Entering Unmasked Estep 
Score: -974118.187500 Penalty: 2169.067383
	Iteration 0F: 2 clusters Score -974118.2 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 3125 members 
Entering Unmasked Estep 
Score: -968829.812500 Penalty: 4338.134766
	Iteration 0F: 3 clusters Score -968829.8 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -970231.500000 Penalty: 4338.134766
	Iteration 1F: 3 clusters Score -970231.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -970510.875000 Penalty: 4338.134766
	Iteration 2F: 3 clusters Score -970510.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -970727.750000 Penalty: 4338.134766
	Iteration 3F: 3 clusters Score -970727.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -970923.687500 Penalty: 4338.134766
	Iteration 4F: 3 clusters Score -970923.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -971114.875000 Penalty: 4338.134766
	Iteration 5Q: 3 clusters Score -971114.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -971324.187500 Penalty: 4338.134766
	Iteration 6Q: 3 clusters Score -971324.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -971501.687500 Penalty: 4338.134766
	Iteration 7Q: 3 clusters Score -971501.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -971680.437500 Penalty: 4338.134766
	Iteration 8Q: 3 clusters Score -971680.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -971821.125000 Penalty: 4338.134766
	Iteration 9Q: 3 clusters Score -971821.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -971923.062500 Penalty: 4338.134766
	Iteration 10Q: 3 clusters Score -971923.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -971990.812500 Penalty: 4338.134766
	Iteration 11Q: 3 clusters Score -971990.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -972051.750000 Penalty: 4338.134766
	Iteration 12Q: 3 clusters Score -972051.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -972100.000000 Penalty: 4338.134766
	Iteration 13Q: 3 clusters Score -972100 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -972131.875000 Penalty: 4338.134766
	Iteration 14Q: 3 clusters Score -972131.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -972154.875000 Penalty: 4338.134766
	Iteration 15Q: 3 clusters Score -972154.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -972172.125000 Penalty: 4338.134766
	Iteration 16Q: 3 clusters Score -972172.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -972180.937500 Penalty: 4338.134766
	Iteration 17Q: 3 clusters Score -972180.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -972187.625000 Penalty: 4338.134766
	Iteration 18Q: 3 clusters Score -972187.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -972195.937500 Penalty: 4338.134766
	Iteration 19Q: 3 clusters Score -972195.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -972200.000000 Penalty: 4338.134766
	Iteration 20F: 3 clusters Score -972200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -972210.125000 Penalty: 4338.134766
	Iteration 21Q: 3 clusters Score -972210.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -972216.625000 Penalty: 4338.134766
	Iteration 22Q: 3 clusters Score -972216.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -972222.875000 Penalty: 4338.134766
	Iteration 23Q: 3 clusters Score -972222.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -972228.625000 Penalty: 4338.134766
	Iteration 24Q: 3 clusters Score -972228.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -972234.687500 Penalty: 4338.134766
	Iteration 25Q: 3 clusters Score -972234.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -972238.000000 Penalty: 4338.134766
	Iteration 26Q: 3 clusters Score -972238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -972240.312500 Penalty: 4338.134766
	Iteration 27Q: 3 clusters Score -972240.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -972240.375000 Penalty: 4338.134766
	Iteration 28Q: 3 clusters Score -972240.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -972245.687500 Penalty: 4338.134766
	Iteration 29Q: 3 clusters Score -972245.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -972248.437500 Penalty: 4338.134766
	Iteration 30Q: 3 clusters Score -972248.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -972252.437500 Penalty: 4338.134766
	Iteration 31Q: 3 clusters Score -972252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -972251.375000 Penalty: 4338.134766
	Iteration 32Q: 3 clusters Score -972251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -972252.562500 Penalty: 4338.134766
	Iteration 33Q: 3 clusters Score -972252.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -972253.500000 Penalty: 4338.134766
	Iteration 34Q: 3 clusters Score -972253.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -972254.812500 Penalty: 4338.134766
	Iteration 35Q: 3 clusters Score -972254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -972254.812500 Penalty: 4338.134766
	Iteration 36F: 3 clusters Score -972254.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Entering Unmasked Estep 
Score: -680526.125000 Penalty: 2071.023926
	Iteration 0F: 2 clusters Score -680526.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -676523.312500 Penalty: 4142.047852
	Iteration 0F: 3 clusters Score -676523.3 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -677456.812500 Penalty: 4142.047852
	Iteration 1F: 3 clusters Score -677456.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -677624.062500 Penalty: 4142.047852
	Iteration 2F: 3 clusters Score -677624.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -677712.562500 Penalty: 4142.047852
	Iteration 3Q: 3 clusters Score -677712.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -677770.562500 Penalty: 4142.047852
	Iteration 4Q: 3 clusters Score -677770.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -677807.875000 Penalty: 4142.047852
	Iteration 5Q: 3 clusters Score -677807.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -677837.437500 Penalty: 4142.047852
	Iteration 6Q: 3 clusters Score -677837.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -677867.375000 Penalty: 4142.047852
	Iteration 7Q: 3 clusters Score -677867.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -677892.687500 Penalty: 4142.047852
	Iteration 8Q: 3 clusters Score -677892.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -677914.187500 Penalty: 4142.047852
	Iteration 9Q: 3 clusters Score -677914.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -677932.625000 Penalty: 4142.047852
	Iteration 10Q: 3 clusters Score -677932.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -677947.062500 Penalty: 4142.047852
	Iteration 11Q: 3 clusters Score -677947.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -677959.562500 Penalty: 4142.047852
	Iteration 12Q: 3 clusters Score -677959.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -677972.562500 Penalty: 4142.047852
	Iteration 13Q: 3 clusters Score -677972.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -677987.375000 Penalty: 4142.047852
	Iteration 14Q: 3 clusters Score -677987.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -678013.687500 Penalty: 4142.047852
	Iteration 15Q: 3 clusters Score -678013.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -678044.687500 Penalty: 4142.047852
	Iteration 16Q: 3 clusters Score -678044.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -678084.312500 Penalty: 4142.047852
	Iteration 17Q: 3 clusters Score -678084.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -678124.000000 Penalty: 4142.047852
	Iteration 18Q: 3 clusters Score -678124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -678168.562500 Penalty: 4142.047852
	Iteration 19Q: 3 clusters Score -678168.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -678226.750000 Penalty: 4142.047852
	Iteration 20F: 3 clusters Score -678226.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -678313.875000 Penalty: 4142.047852
	Iteration 21Q: 3 clusters Score -678313.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -678424.562500 Penalty: 4142.047852
	Iteration 22Q: 3 clusters Score -678424.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -678543.750000 Penalty: 4142.047852
	Iteration 23Q: 3 clusters Score -678543.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -678659.250000 Penalty: 4142.047852
	Iteration 24Q: 3 clusters Score -678659.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -678764.375000 Penalty: 4142.047852
	Iteration 25Q: 3 clusters Score -678764.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -678856.937500 Penalty: 4142.047852
	Iteration 26Q: 3 clusters Score -678856.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -678966.375000 Penalty: 4142.047852
	Iteration 27Q: 3 clusters Score -678966.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -679071.250000 Penalty: 4142.047852
	Iteration 28Q: 3 clusters Score -679071.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -679163.812500 Penalty: 4142.047852
	Iteration 29Q: 3 clusters Score -679163.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -679229.500000 Penalty: 4142.047852
	Iteration 30Q: 3 clusters Score -679229.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -679283.750000 Penalty: 4142.047852
	Iteration 31Q: 3 clusters Score -679283.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -679337.500000 Penalty: 4142.047852
	Iteration 32Q: 3 clusters Score -679337.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -679380.125000 Penalty: 4142.047852
	Iteration 33Q: 3 clusters Score -679380.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -679414.000000 Penalty: 4142.047852
	Iteration 34Q: 3 clusters Score -679414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -679443.500000 Penalty: 4142.047852
	Iteration 35Q: 3 clusters Score -679443.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -679477.250000 Penalty: 4142.047852
	Iteration 36Q: 3 clusters Score -679477.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -679517.687500 Penalty: 4142.047852
	Iteration 37Q: 3 clusters Score -679517.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -679568.250000 Penalty: 4142.047852
	Iteration 38Q: 3 clusters Score -679568.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -679631.250000 Penalty: 4142.047852
	Iteration 39Q: 3 clusters Score -679631.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -679700.812500 Penalty: 4142.047852
	Iteration 40F: 3 clusters Score -679700.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -679757.125000 Penalty: 4142.047852
	Iteration 41Q: 3 clusters Score -679757.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -679821.312500 Penalty: 4142.047852
	Iteration 42Q: 3 clusters Score -679821.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -679868.937500 Penalty: 4142.047852
	Iteration 43Q: 3 clusters Score -679868.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -679901.937500 Penalty: 4142.047852
	Iteration 44Q: 3 clusters Score -679901.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -679919.437500 Penalty: 4142.047852
	Iteration 45Q: 3 clusters Score -679919.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -679937.375000 Penalty: 4142.047852
	Iteration 46Q: 3 clusters Score -679937.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -679952.500000 Penalty: 4142.047852
	Iteration 47Q: 3 clusters Score -679952.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -679963.437500 Penalty: 4142.047852
	Iteration 48Q: 3 clusters Score -679963.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -679973.750000 Penalty: 4142.047852
	Iteration 49Q: 3 clusters Score -679973.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -679979.875000 Penalty: 4142.047852
	Iteration 50Q: 3 clusters Score -679979.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -679985.750000 Penalty: 4142.047852
	Iteration 51Q: 3 clusters Score -679985.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -679986.750000 Penalty: 4142.047852
	Iteration 52Q: 3 clusters Score -679986.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -679987.687500 Penalty: 4142.047852
	Iteration 53Q: 3 clusters Score -679987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -679988.375000 Penalty: 4142.047852
	Iteration 54Q: 3 clusters Score -679988.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -679987.312500 Penalty: 4142.047852
	Iteration 55Q: 3 clusters Score -679987.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -679988.437500 Penalty: 4142.047852
	Iteration 56Q: 3 clusters Score -679988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -679989.062500 Penalty: 4142.047852
	Iteration 57Q: 3 clusters Score -679989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -679990.562500 Penalty: 4142.047852
	Iteration 58Q: 3 clusters Score -679990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -679991.250000 Penalty: 4142.047852
	Iteration 59Q: 3 clusters Score -679991.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -679991.250000 Penalty: 4142.047852
	Iteration 60F: 3 clusters Score -679991.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Entering Unmasked Estep 
Score: -470327.781250 Penalty: 1991.864258
	Iteration 0F: 2 clusters Score -470327.8 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 1543 members 
Entering Unmasked Estep 
Score: -467044.281250 Penalty: 3983.728516
	Iteration 0F: 3 clusters Score -467044.3 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -467756.000000 Penalty: 3983.728516
	Iteration 1F: 3 clusters Score -467756 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -468012.968750 Penalty: 3983.728516
	Iteration 2F: 3 clusters Score -468013 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -468212.187500 Penalty: 3983.728516
	Iteration 3F: 3 clusters Score -468212.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -468364.281250 Penalty: 3983.728516
	Iteration 4F: 3 clusters Score -468364.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -468502.625000 Penalty: 3983.728516
	Iteration 5Q: 3 clusters Score -468502.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -468664.312500 Penalty: 3983.728516
	Iteration 6Q: 3 clusters Score -468664.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -468813.281250 Penalty: 3983.728516
	Iteration 7Q: 3 clusters Score -468813.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -468945.156250 Penalty: 3983.728516
	Iteration 8Q: 3 clusters Score -468945.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -469051.062500 Penalty: 3983.728516
	Iteration 9Q: 3 clusters Score -469051.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -469149.031250 Penalty: 3983.728516
	Iteration 10Q: 3 clusters Score -469149 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -469204.375000 Penalty: 3983.728516
	Iteration 11Q: 3 clusters Score -469204.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -469248.250000 Penalty: 3983.728516
	Iteration 12Q: 3 clusters Score -469248.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -469271.562500 Penalty: 3983.728516
	Iteration 13Q: 3 clusters Score -469271.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -469284.437500 Penalty: 3983.728516
	Iteration 14Q: 3 clusters Score -469284.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -469294.843750 Penalty: 3983.728516
	Iteration 15Q: 3 clusters Score -469294.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -469299.437500 Penalty: 3983.728516
	Iteration 16Q: 3 clusters Score -469299.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -469303.093750 Penalty: 3983.728516
	Iteration 17Q: 3 clusters Score -469303.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -469306.500000 Penalty: 3983.728516
	Iteration 18Q: 3 clusters Score -469306.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -469308.750000 Penalty: 3983.728516
	Iteration 19Q: 3 clusters Score -469308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -469310.250000 Penalty: 3983.728516
	Iteration 20F: 3 clusters Score -469310.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -469314.718750 Penalty: 3983.728516
	Iteration 21Q: 3 clusters Score -469314.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -469319.562500 Penalty: 3983.728516
	Iteration 22Q: 3 clusters Score -469319.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -469322.437500 Penalty: 3983.728516
	Iteration 23Q: 3 clusters Score -469322.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -469322.437500 Penalty: 3983.728516
	Iteration 24F: 3 clusters Score -469322.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -57118.226562 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -57118.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55745.929688 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -55745.93 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55900.488281 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -55900.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55940.949219 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -55940.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -55983.109375 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -55983.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56013.707031 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -56013.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -56029.488281 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -56029.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -56050.355469 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -56050.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -56055.546875 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -56055.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -56069.593750 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -56069.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -56071.218750 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -56071.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -56071.218750 Penalty: 2982.802734
	Iteration 10F: 3 clusters Score -56071.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Entering Unmasked Estep 
Score: -3425508.500000 Penalty: 2475.976562
	Iteration 0F: 2 clusters Score -3425508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3410489.750000 Penalty: 4951.953125
	Iteration 0F: 3 clusters Score -3410490 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3415651.250000 Penalty: 4951.953125
	Iteration 1F: 3 clusters Score -3415651 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -3416166.000000 Penalty: 4951.953125
	Iteration 2F: 3 clusters Score -3416166 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3416672.250000 Penalty: 4951.953125
	Iteration 3F: 3 clusters Score -3416672 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3417245.500000 Penalty: 4951.953125
	Iteration 4F: 3 clusters Score -3417246 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -3417835.250000 Penalty: 4951.953125
	Iteration 5F: 3 clusters Score -3417835 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -3418426.250000 Penalty: 4951.953125
	Iteration 6Q: 3 clusters Score -3418426 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -3419068.750000 Penalty: 4951.953125
	Iteration 7Q: 3 clusters Score -3419069 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3419554.500000 Penalty: 4951.953125
	Iteration 8Q: 3 clusters Score -3419554 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3420010.750000 Penalty: 4951.953125
	Iteration 9Q: 3 clusters Score -3420011 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3420507.250000 Penalty: 4951.953125
	Iteration 10Q: 3 clusters Score -3420507 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3420963.000000 Penalty: 4951.953125
	Iteration 11Q: 3 clusters Score -3420963 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3421349.000000 Penalty: 4951.953125
	Iteration 12Q: 3 clusters Score -3421349 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3421698.750000 Penalty: 4951.953125
	Iteration 13Q: 3 clusters Score -3421699 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3421983.000000 Penalty: 4951.953125
	Iteration 14Q: 3 clusters Score -3421983 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -3422199.500000 Penalty: 4951.953125
	Iteration 15Q: 3 clusters Score -3422200 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3422364.500000 Penalty: 4951.953125
	Iteration 16Q: 3 clusters Score -3422364 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3422534.000000 Penalty: 4951.953125
	Iteration 17Q: 3 clusters Score -3422534 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -3422669.750000 Penalty: 4951.953125
	Iteration 18Q: 3 clusters Score -3422670 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -3422780.750000 Penalty: 4951.953125
	Iteration 19Q: 3 clusters Score -3422781 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3422898.500000 Penalty: 4951.953125
	Iteration 20F: 3 clusters Score -3422898 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -3423019.250000 Penalty: 4951.953125
	Iteration 21Q: 3 clusters Score -3423019 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -3423133.000000 Penalty: 4951.953125
	Iteration 22Q: 3 clusters Score -3423133 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -3423247.750000 Penalty: 4951.953125
	Iteration 23Q: 3 clusters Score -3423248 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -3423339.000000 Penalty: 4951.953125
	Iteration 24Q: 3 clusters Score -3423339 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3423438.750000 Penalty: 4951.953125
	Iteration 25Q: 3 clusters Score -3423439 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3423512.500000 Penalty: 4951.953125
	Iteration 26Q: 3 clusters Score -3423512 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -3423575.250000 Penalty: 4951.953125
	Iteration 27Q: 3 clusters Score -3423575 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -3423640.250000 Penalty: 4951.953125
	Iteration 28Q: 3 clusters Score -3423640 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -3423702.250000 Penalty: 4951.953125
	Iteration 29Q: 3 clusters Score -3423702 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -3423746.750000 Penalty: 4951.953125
	Iteration 30Q: 3 clusters Score -3423747 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3423771.750000 Penalty: 4951.953125
	Iteration 31Q: 3 clusters Score -3423772 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3423784.000000 Penalty: 4951.953125
	Iteration 32Q: 3 clusters Score -3423784 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3423811.000000 Penalty: 4951.953125
	Iteration 33Q: 3 clusters Score -3423811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3423827.750000 Penalty: 4951.953125
	Iteration 34Q: 3 clusters Score -3423828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -3423848.500000 Penalty: 4951.953125
	Iteration 35Q: 3 clusters Score -3423848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -3423871.750000 Penalty: 4951.953125
	Iteration 36Q: 3 clusters Score -3423872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3423881.000000 Penalty: 4951.953125
	Iteration 37Q: 3 clusters Score -3423881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -3423894.000000 Penalty: 4951.953125
	Iteration 38Q: 3 clusters Score -3423894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3423905.500000 Penalty: 4951.953125
	Iteration 39Q: 3 clusters Score -3423906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -3423905.000000 Penalty: 4951.953125
	Iteration 40F: 3 clusters Score -3423905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3423910.000000 Penalty: 4951.953125
	Iteration 41Q: 3 clusters Score -3423910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -3423912.750000 Penalty: 4951.953125
	Iteration 42Q: 3 clusters Score -3423913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -3423919.250000 Penalty: 4951.953125
	Iteration 43Q: 3 clusters Score -3423919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -3423929.750000 Penalty: 4951.953125
	Iteration 44Q: 3 clusters Score -3423930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3423939.750000 Penalty: 4951.953125
	Iteration 45Q: 3 clusters Score -3423940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -3423948.250000 Penalty: 4951.953125
	Iteration 46Q: 3 clusters Score -3423948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3423950.000000 Penalty: 4951.953125
	Iteration 47Q: 3 clusters Score -3423950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -3423951.500000 Penalty: 4951.953125
	Iteration 48Q: 3 clusters Score -3423952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -3423962.000000 Penalty: 4951.953125
	Iteration 49Q: 3 clusters Score -3423962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -3423970.000000 Penalty: 4951.953125
	Iteration 50Q: 3 clusters Score -3423970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -3423977.750000 Penalty: 4951.953125
	Iteration 51Q: 3 clusters Score -3423978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -3423981.500000 Penalty: 4951.953125
	Iteration 52Q: 3 clusters Score -3423982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -3423984.000000 Penalty: 4951.953125
	Iteration 53Q: 3 clusters Score -3423984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -3423991.000000 Penalty: 4951.953125
	Iteration 54Q: 3 clusters Score -3423991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -3423995.250000 Penalty: 4951.953125
	Iteration 55Q: 3 clusters Score -3423995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -3424003.750000 Penalty: 4951.953125
	Iteration 56Q: 3 clusters Score -3424004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -3424002.000000 Penalty: 4951.953125
	Iteration 57Q: 3 clusters Score -3424002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -3424005.250000 Penalty: 4951.953125
	Iteration 58Q: 3 clusters Score -3424005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3424001.500000 Penalty: 4951.953125
	Iteration 59Q: 3 clusters Score -3424002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -3424007.000000 Penalty: 4951.953125
	Iteration 60F: 3 clusters Score -3424007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -3424010.000000 Penalty: 4951.953125
	Iteration 61Q: 3 clusters Score -3424010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -3424011.000000 Penalty: 4951.953125
	Iteration 62Q: 3 clusters Score -3424011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -3424020.250000 Penalty: 4951.953125
	Iteration 63Q: 3 clusters Score -3424020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -3424024.000000 Penalty: 4951.953125
	Iteration 64Q: 3 clusters Score -3424024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -3424026.000000 Penalty: 4951.953125
	Iteration 65Q: 3 clusters Score -3424026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3424027.750000 Penalty: 4951.953125
	Iteration 66Q: 3 clusters Score -3424028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -3424030.000000 Penalty: 4951.953125
	Iteration 67Q: 3 clusters Score -3424030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -3424037.250000 Penalty: 4951.953125
	Iteration 68Q: 3 clusters Score -3424037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3424036.000000 Penalty: 4951.953125
	Iteration 69Q: 3 clusters Score -3424036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3424038.750000 Penalty: 4951.953125
	Iteration 70Q: 3 clusters Score -3424039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -3424036.000000 Penalty: 4951.953125
	Iteration 71Q: 3 clusters Score -3424036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -3424036.000000 Penalty: 4951.953125
	Iteration 72F: 3 clusters Score -3424036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -88747.421875 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -88747.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -87169.265625 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -87169.27 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87416.593750 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -87416.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -87521.562500 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -87521.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87618.093750 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -87618.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -87671.210938 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -87671.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87717.453125 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -87717.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -87748.921875 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -87748.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -87769.703125 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -87769.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -87795.320312 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -87795.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -87810.898438 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -87810.9 nChanged 10
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: -87844.421875 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -87844.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -87873.289062 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -87873.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -87888.992188 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -87888.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -87925.875000 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -87925.88 nChanged 8
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: -87960.789062 Penalty: 3193.917725
	Iteration 14Q: 3 clusters Score -87960.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -87974.976562 Penalty: 3193.917725
	Iteration 15Q: 3 clusters Score -87974.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -87980.429688 Penalty: 3193.917725
	Iteration 16Q: 3 clusters Score -87980.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -87990.875000 Penalty: 3193.917725
	Iteration 17Q: 3 clusters Score -87990.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -88004.226562 Penalty: 3193.917725
	Iteration 18Q: 3 clusters Score -88004.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -88004.226562 Penalty: 3193.917725
	Iteration 19F: 3 clusters Score -88004.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Entering Unmasked Estep 
Score: -907696.812500 Penalty: 2159.537598
	Iteration 0F: 2 clusters Score -907696.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -902482.187500 Penalty: 4319.075195
	Iteration 0F: 3 clusters Score -902482.2 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -903975.125000 Penalty: 4319.075195
	Iteration 1F: 3 clusters Score -903975.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -904509.875000 Penalty: 4319.075195
	Iteration 2F: 3 clusters Score -904509.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -905042.875000 Penalty: 4319.075195
	Iteration 3F: 3 clusters Score -905042.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -905458.250000 Penalty: 4319.075195
	Iteration 4F: 3 clusters Score -905458.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -905770.687500 Penalty: 4319.075195
	Iteration 5F: 3 clusters Score -905770.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -905982.875000 Penalty: 4319.075195
	Iteration 6Q: 3 clusters Score -905982.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -906142.625000 Penalty: 4319.075195
	Iteration 7Q: 3 clusters Score -906142.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -906284.375000 Penalty: 4319.075195
	Iteration 8Q: 3 clusters Score -906284.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -906419.812500 Penalty: 4319.075195
	Iteration 9Q: 3 clusters Score -906419.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -906549.125000 Penalty: 4319.075195
	Iteration 10Q: 3 clusters Score -906549.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -906690.000000 Penalty: 4319.075195
	Iteration 11Q: 3 clusters Score -906690 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -906799.937500 Penalty: 4319.075195
	Iteration 12Q: 3 clusters Score -906799.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -906888.375000 Penalty: 4319.075195
	Iteration 13Q: 3 clusters Score -906888.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -906957.375000 Penalty: 4319.075195
	Iteration 14Q: 3 clusters Score -906957.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -907023.687500 Penalty: 4319.075195
	Iteration 15Q: 3 clusters Score -907023.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -907087.000000 Penalty: 4319.075195
	Iteration 16Q: 3 clusters Score -907087 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -907144.750000 Penalty: 4319.075195
	Iteration 17Q: 3 clusters Score -907144.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -907192.062500 Penalty: 4319.075195
	Iteration 18Q: 3 clusters Score -907192.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -907240.250000 Penalty: 4319.075195
	Iteration 19Q: 3 clusters Score -907240.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -907294.687500 Penalty: 4319.075195
	Iteration 20F: 3 clusters Score -907294.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -907368.625000 Penalty: 4319.075195
	Iteration 21Q: 3 clusters Score -907368.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -907435.187500 Penalty: 4319.075195
	Iteration 22Q: 3 clusters Score -907435.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -907506.937500 Penalty: 4319.075195
	Iteration 23Q: 3 clusters Score -907506.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -907552.750000 Penalty: 4319.075195
	Iteration 24Q: 3 clusters Score -907552.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -907594.250000 Penalty: 4319.075195
	Iteration 25Q: 3 clusters Score -907594.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -907634.687500 Penalty: 4319.075195
	Iteration 26Q: 3 clusters Score -907634.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -907667.437500 Penalty: 4319.075195
	Iteration 27Q: 3 clusters Score -907667.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -907705.562500 Penalty: 4319.075195
	Iteration 28Q: 3 clusters Score -907705.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -907734.125000 Penalty: 4319.075195
	Iteration 29Q: 3 clusters Score -907734.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -907750.937500 Penalty: 4319.075195
	Iteration 30Q: 3 clusters Score -907750.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -907766.375000 Penalty: 4319.075195
	Iteration 31Q: 3 clusters Score -907766.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -907786.750000 Penalty: 4319.075195
	Iteration 32Q: 3 clusters Score -907786.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -907807.562500 Penalty: 4319.075195
	Iteration 33Q: 3 clusters Score -907807.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -907818.375000 Penalty: 4319.075195
	Iteration 34Q: 3 clusters Score -907818.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -907823.250000 Penalty: 4319.075195
	Iteration 35Q: 3 clusters Score -907823.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -907829.937500 Penalty: 4319.075195
	Iteration 36Q: 3 clusters Score -907829.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -907832.812500 Penalty: 4319.075195
	Iteration 37Q: 3 clusters Score -907832.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -907836.312500 Penalty: 4319.075195
	Iteration 38Q: 3 clusters Score -907836.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -907835.875000 Penalty: 4319.075195
	Iteration 39Q: 3 clusters Score -907835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -907837.437500 Penalty: 4319.075195
	Iteration 40F: 3 clusters Score -907837.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -907840.125000 Penalty: 4319.075195
	Iteration 41Q: 3 clusters Score -907840.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -907843.312500 Penalty: 4319.075195
	Iteration 42Q: 3 clusters Score -907843.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -907844.562500 Penalty: 4319.075195
	Iteration 43Q: 3 clusters Score -907844.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -907845.812500 Penalty: 4319.075195
	Iteration 44Q: 3 clusters Score -907845.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -907846.437500 Penalty: 4319.075195
	Iteration 45Q: 3 clusters Score -907846.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -907848.312500 Penalty: 4319.075195
	Iteration 46Q: 3 clusters Score -907848.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -907848.000000 Penalty: 4319.075195
	Iteration 47Q: 3 clusters Score -907848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -907849.937500 Penalty: 4319.075195
	Iteration 48Q: 3 clusters Score -907849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -907850.312500 Penalty: 4319.075195
	Iteration 49Q: 3 clusters Score -907850.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -907850.312500 Penalty: 4319.075195
	Iteration 50F: 3 clusters Score -907850.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6689 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 11174 members 
Mstep: Class 5 contains 37940 members 
Mstep: Class 6 contains 6129 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15712 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 36865 members 
Mstep: Class 14 contains 27553 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 64993 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 3948 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12815 members 
Mstep: Class 21 contains 27018 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125166 members 
Mstep: Class 24 contains 17306 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9689 members 
Mstep: Class 27 contains 16018 members 
Mstep: Class 28 contains 4006 members 
Mstep: Class 29 contains 112082 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 52872 members 
Mstep: Class 32 contains 6287 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3077 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21672 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1384 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 40228 members 
Mstep: Class 41 contains 1963 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 8218 members 
Mstep: Class 44 contains 15012 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15673 members 
Mstep: Class 47 contains 12398 members 
Mstep: Class 48 contains 4666 members 
Entering Unmasked Estep 
Score: -122555424.000000 Penalty: 161818.406250
Splitting cluster 38 changes total score from -122545520.000000 to -122555424.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 39 (6367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Entering Unmasked Estep 
Score: -893555.250000 Penalty: 2172.203125
	Iteration 0F: 2 clusters Score -893555.2 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 3150 members 
Entering Unmasked Estep 
Score: -888186.625000 Penalty: 4344.406250
	Iteration 0F: 3 clusters Score -888186.6 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -889749.625000 Penalty: 4344.406250
	Iteration 1F: 3 clusters Score -889749.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -890150.812500 Penalty: 4344.406250
	Iteration 2F: 3 clusters Score -890150.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -890498.375000 Penalty: 4344.406250
	Iteration 3F: 3 clusters Score -890498.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -890891.062500 Penalty: 4344.406250
	Iteration 4F: 3 clusters Score -890891.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -891275.062500 Penalty: 4344.406250
	Iteration 5F: 3 clusters Score -891275.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -891562.437500 Penalty: 4344.406250
	Iteration 6F: 3 clusters Score -891562.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -891817.062500 Penalty: 4344.406250
	Iteration 7Q: 3 clusters Score -891817.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -892004.250000 Penalty: 4344.406250
	Iteration 8Q: 3 clusters Score -892004.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -892145.750000 Penalty: 4344.406250
	Iteration 9Q: 3 clusters Score -892145.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -892256.750000 Penalty: 4344.406250
	Iteration 10Q: 3 clusters Score -892256.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -892340.312500 Penalty: 4344.406250
	Iteration 11Q: 3 clusters Score -892340.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -892411.437500 Penalty: 4344.406250
	Iteration 12Q: 3 clusters Score -892411.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -892457.375000 Penalty: 4344.406250
	Iteration 13Q: 3 clusters Score -892457.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -892476.937500 Penalty: 4344.406250
	Iteration 14Q: 3 clusters Score -892476.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -892493.312500 Penalty: 4344.406250
	Iteration 15Q: 3 clusters Score -892493.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -892504.187500 Penalty: 4344.406250
	Iteration 16Q: 3 clusters Score -892504.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -892509.375000 Penalty: 4344.406250
	Iteration 17Q: 3 clusters Score -892509.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -892515.750000 Penalty: 4344.406250
	Iteration 18Q: 3 clusters Score -892515.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -892529.312500 Penalty: 4344.406250
	Iteration 19Q: 3 clusters Score -892529.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -892534.625000 Penalty: 4344.406250
	Iteration 20F: 3 clusters Score -892534.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -892538.812500 Penalty: 4344.406250
	Iteration 21Q: 3 clusters Score -892538.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -892538.562500 Penalty: 4344.406250
	Iteration 22Q: 3 clusters Score -892538.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -892538.875000 Penalty: 4344.406250
	Iteration 23Q: 3 clusters Score -892538.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -892542.375000 Penalty: 4344.406250
	Iteration 24Q: 3 clusters Score -892542.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -892543.375000 Penalty: 4344.406250
	Iteration 25Q: 3 clusters Score -892543.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -892545.500000 Penalty: 4344.406250
	Iteration 26Q: 3 clusters Score -892545.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -892546.812500 Penalty: 4344.406250
	Iteration 27Q: 3 clusters Score -892546.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -892545.812500 Penalty: 4344.406250
	Iteration 28Q: 3 clusters Score -892545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -892545.500000 Penalty: 4344.406250
	Iteration 29Q: 3 clusters Score -892545.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -892546.937500 Penalty: 4344.406250
	Iteration 30Q: 3 clusters Score -892546.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -892546.937500 Penalty: 4344.406250
	Iteration 31F: 3 clusters Score -892546.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (40228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Entering Unmasked Estep 
Score: -6349939.500000 Penalty: 2629.375000
	Iteration 0F: 2 clusters Score -6349940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -6322739.500000 Penalty: 5258.750000
	Iteration 0F: 3 clusters Score -6322740 nChanged 18507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -6332930.500000 Penalty: 5258.750000
	Iteration 1F: 3 clusters Score -6332930 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -6333488.000000 Penalty: 5258.750000
	Iteration 2Q: 3 clusters Score -6333488 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -6334017.000000 Penalty: 5258.750000
	Iteration 3Q: 3 clusters Score -6334017 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -6334636.000000 Penalty: 5258.750000
	Iteration 4Q: 3 clusters Score -6334636 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -6335429.000000 Penalty: 5258.750000
	Iteration 5Q: 3 clusters Score -6335429 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -6336539.500000 Penalty: 5258.750000
	Iteration 6Q: 3 clusters Score -6336540 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -6338089.500000 Penalty: 5258.750000
	Iteration 7F: 3 clusters Score -6338090 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -6339930.000000 Penalty: 5258.750000
	Iteration 8F: 3 clusters Score -6339930 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -6341804.000000 Penalty: 5258.750000
	Iteration 9F: 3 clusters Score -6341804 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -6343440.000000 Penalty: 5258.750000
	Iteration 10F: 3 clusters Score -6343440 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -6344613.500000 Penalty: 5258.750000
	Iteration 11Q: 3 clusters Score -6344614 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -6345304.500000 Penalty: 5258.750000
	Iteration 12Q: 3 clusters Score -6345304 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -6345698.500000 Penalty: 5258.750000
	Iteration 13Q: 3 clusters Score -6345698 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -6345950.000000 Penalty: 5258.750000
	Iteration 14Q: 3 clusters Score -6345950 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -6346140.000000 Penalty: 5258.750000
	Iteration 15Q: 3 clusters Score -6346140 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -6346290.500000 Penalty: 5258.750000
	Iteration 16Q: 3 clusters Score -6346290 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -6346436.500000 Penalty: 5258.750000
	Iteration 17Q: 3 clusters Score -6346436 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -6346609.500000 Penalty: 5258.750000
	Iteration 18Q: 3 clusters Score -6346610 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -6346747.500000 Penalty: 5258.750000
	Iteration 19Q: 3 clusters Score -6346748 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -6346866.000000 Penalty: 5258.750000
	Iteration 20F: 3 clusters Score -6346866 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -6347001.000000 Penalty: 5258.750000
	Iteration 21Q: 3 clusters Score -6347001 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -6347128.000000 Penalty: 5258.750000
	Iteration 22Q: 3 clusters Score -6347128 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -6347220.000000 Penalty: 5258.750000
	Iteration 23Q: 3 clusters Score -6347220 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -6347306.000000 Penalty: 5258.750000
	Iteration 24Q: 3 clusters Score -6347306 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -6347394.500000 Penalty: 5258.750000
	Iteration 25Q: 3 clusters Score -6347394 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -6347441.000000 Penalty: 5258.750000
	Iteration 26Q: 3 clusters Score -6347441 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -6347507.500000 Penalty: 5258.750000
	Iteration 27Q: 3 clusters Score -6347508 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -6347562.500000 Penalty: 5258.750000
	Iteration 28Q: 3 clusters Score -6347562 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -6347634.000000 Penalty: 5258.750000
	Iteration 29Q: 3 clusters Score -6347634 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -6347684.500000 Penalty: 5258.750000
	Iteration 30Q: 3 clusters Score -6347684 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -6347735.000000 Penalty: 5258.750000
	Iteration 31Q: 3 clusters Score -6347735 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -6347775.500000 Penalty: 5258.750000
	Iteration 32Q: 3 clusters Score -6347776 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -6347836.000000 Penalty: 5258.750000
	Iteration 33Q: 3 clusters Score -6347836 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -6347877.500000 Penalty: 5258.750000
	Iteration 34Q: 3 clusters Score -6347878 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -6347924.500000 Penalty: 5258.750000
	Iteration 35Q: 3 clusters Score -6347924 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -6347968.500000 Penalty: 5258.750000
	Iteration 36Q: 3 clusters Score -6347968 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -6348007.500000 Penalty: 5258.750000
	Iteration 37Q: 3 clusters Score -6348008 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -6348049.000000 Penalty: 5258.750000
	Iteration 38Q: 3 clusters Score -6348049 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -6348098.500000 Penalty: 5258.750000
	Iteration 39Q: 3 clusters Score -6348098 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -6348157.000000 Penalty: 5258.750000
	Iteration 40F: 3 clusters Score -6348157 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -6348240.000000 Penalty: 5258.750000
	Iteration 41Q: 3 clusters Score -6348240 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -6348310.000000 Penalty: 5258.750000
	Iteration 42Q: 3 clusters Score -6348310 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -6348361.000000 Penalty: 5258.750000
	Iteration 43Q: 3 clusters Score -6348361 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -6348406.000000 Penalty: 5258.750000
	Iteration 44Q: 3 clusters Score -6348406 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -6348448.500000 Penalty: 5258.750000
	Iteration 45Q: 3 clusters Score -6348448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -6348465.500000 Penalty: 5258.750000
	Iteration 46Q: 3 clusters Score -6348466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -6348479.500000 Penalty: 5258.750000
	Iteration 47Q: 3 clusters Score -6348480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -6348511.500000 Penalty: 5258.750000
	Iteration 48Q: 3 clusters Score -6348512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -6348513.000000 Penalty: 5258.750000
	Iteration 49Q: 3 clusters Score -6348513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -6348526.000000 Penalty: 5258.750000
	Iteration 50Q: 3 clusters Score -6348526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -6348524.500000 Penalty: 5258.750000
	Iteration 51Q: 3 clusters Score -6348524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -6348524.000000 Penalty: 5258.750000
	Iteration 52Q: 3 clusters Score -6348524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -6348520.500000 Penalty: 5258.750000
	Iteration 53Q: 3 clusters Score -6348520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -6348525.000000 Penalty: 5258.750000
	Iteration 54Q: 3 clusters Score -6348525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -6348518.500000 Penalty: 5258.750000
	Iteration 55Q: 3 clusters Score -6348518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -6348515.500000 Penalty: 5258.750000
	Iteration 56Q: 3 clusters Score -6348516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -6348515.000000 Penalty: 5258.750000
	Iteration 57Q: 3 clusters Score -6348515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -6348514.000000 Penalty: 5258.750000
	Iteration 58Q: 3 clusters Score -6348514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -6348519.500000 Penalty: 5258.750000
	Iteration 59Q: 3 clusters Score -6348520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -6348514.000000 Penalty: 5258.750000
	Iteration 60F: 3 clusters Score -6348514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -6348520.000000 Penalty: 5258.750000
	Iteration 61Q: 3 clusters Score -6348520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -6348504.000000 Penalty: 5258.750000
	Iteration 62Q: 3 clusters Score -6348504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -6348509.000000 Penalty: 5258.750000
	Iteration 63Q: 3 clusters Score -6348509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -6348510.500000 Penalty: 5258.750000
	Iteration 64Q: 3 clusters Score -6348510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -6348508.500000 Penalty: 5258.750000
	Iteration 65Q: 3 clusters Score -6348508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -6348508.500000 Penalty: 5258.750000
	Iteration 66F: 3 clusters Score -6348508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Entering Unmasked Estep 
Score: -297616.562500 Penalty: 1880.392822
	Iteration 0F: 2 clusters Score -297616.6 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 1003 members 
Entering Unmasked Estep 
Score: -294998.875000 Penalty: 3760.785645
	Iteration 0F: 3 clusters Score -294998.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -295507.218750 Penalty: 3760.785645
	Iteration 1F: 3 clusters Score -295507.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -295676.937500 Penalty: 3760.785645
	Iteration 2F: 3 clusters Score -295676.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -295786.968750 Penalty: 3760.785645
	Iteration 3F: 3 clusters Score -295787 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -295880.875000 Penalty: 3760.785645
	Iteration 4Q: 3 clusters Score -295880.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -296003.218750 Penalty: 3760.785645
	Iteration 5Q: 3 clusters Score -296003.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -296130.656250 Penalty: 3760.785645
	Iteration 6F: 3 clusters Score -296130.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -296238.343750 Penalty: 3760.785645
	Iteration 7Q: 3 clusters Score -296238.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -296317.750000 Penalty: 3760.785645
	Iteration 8Q: 3 clusters Score -296317.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -296382.781250 Penalty: 3760.785645
	Iteration 9Q: 3 clusters Score -296382.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -296416.281250 Penalty: 3760.785645
	Iteration 10Q: 3 clusters Score -296416.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -296442.937500 Penalty: 3760.785645
	Iteration 11Q: 3 clusters Score -296442.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -296457.593750 Penalty: 3760.785645
	Iteration 12Q: 3 clusters Score -296457.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -296470.500000 Penalty: 3760.785645
	Iteration 13Q: 3 clusters Score -296470.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -296478.093750 Penalty: 3760.785645
	Iteration 14Q: 3 clusters Score -296478.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -296492.781250 Penalty: 3760.785645
	Iteration 15Q: 3 clusters Score -296492.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -296512.937500 Penalty: 3760.785645
	Iteration 16Q: 3 clusters Score -296512.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -296529.218750 Penalty: 3760.785645
	Iteration 17Q: 3 clusters Score -296529.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -296541.937500 Penalty: 3760.785645
	Iteration 18Q: 3 clusters Score -296541.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -296556.812500 Penalty: 3760.785645
	Iteration 19Q: 3 clusters Score -296556.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -296567.250000 Penalty: 3760.785645
	Iteration 20F: 3 clusters Score -296567.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -296575.812500 Penalty: 3760.785645
	Iteration 21Q: 3 clusters Score -296575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -296582.531250 Penalty: 3760.785645
	Iteration 22Q: 3 clusters Score -296582.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -296589.062500 Penalty: 3760.785645
	Iteration 23Q: 3 clusters Score -296589.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -296595.281250 Penalty: 3760.785645
	Iteration 24Q: 3 clusters Score -296595.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -296599.750000 Penalty: 3760.785645
	Iteration 25Q: 3 clusters Score -296599.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -296602.531250 Penalty: 3760.785645
	Iteration 26Q: 3 clusters Score -296602.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -296605.593750 Penalty: 3760.785645
	Iteration 27Q: 3 clusters Score -296605.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -296605.906250 Penalty: 3760.785645
	Iteration 28Q: 3 clusters Score -296605.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -296605.906250 Penalty: 3760.785645
	Iteration 29F: 3 clusters Score -296605.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (84 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Entering Unmasked Estep 
Score: -8549.979492 Penalty: 1098.842529
	Iteration 0F: 2 clusters Score -8549.979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -8027.004883 Penalty: 2197.685059
	Iteration 0F: 3 clusters Score -8027.005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Entering Unmasked Estep 
Score: -1263740.750000 Penalty: 2235.492432
	Iteration 0F: 2 clusters Score -1263741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1257222.500000 Penalty: 4470.984863
	Iteration 0F: 3 clusters Score -1257222 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1259022.375000 Penalty: 4470.984863
	Iteration 1F: 3 clusters Score -1259022 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1259413.250000 Penalty: 4470.984863
	Iteration 2F: 3 clusters Score -1259413 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1259735.625000 Penalty: 4470.984863
	Iteration 3F: 3 clusters Score -1259736 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1260067.125000 Penalty: 4470.984863
	Iteration 4F: 3 clusters Score -1260067 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1260345.125000 Penalty: 4470.984863
	Iteration 5F: 3 clusters Score -1260345 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1260540.875000 Penalty: 4470.984863
	Iteration 6Q: 3 clusters Score -1260541 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1260729.375000 Penalty: 4470.984863
	Iteration 7Q: 3 clusters Score -1260729 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1260902.500000 Penalty: 4470.984863
	Iteration 8Q: 3 clusters Score -1260902 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1261083.750000 Penalty: 4470.984863
	Iteration 9Q: 3 clusters Score -1261084 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1261290.250000 Penalty: 4470.984863
	Iteration 10Q: 3 clusters Score -1261290 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1261514.750000 Penalty: 4470.984863
	Iteration 11Q: 3 clusters Score -1261515 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1261783.625000 Penalty: 4470.984863
	Iteration 12Q: 3 clusters Score -1261784 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1262090.625000 Penalty: 4470.984863
	Iteration 13Q: 3 clusters Score -1262091 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1262534.250000 Penalty: 4470.984863
	Iteration 14Q: 3 clusters Score -1262534 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1263114.625000 Penalty: 4470.984863
	Iteration 15Q: 3 clusters Score -1263115 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1263504.750000 Penalty: 4470.984863
	Iteration 16Q: 3 clusters Score -1263505 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1263750.125000 Penalty: 4470.984863
	Iteration 17Q: 3 clusters Score -1263750 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1263980.875000 Penalty: 4470.984863
	Iteration 18Q: 3 clusters Score -1263981 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1264220.000000 Penalty: 4470.984863
	Iteration 19Q: 3 clusters Score -1264220 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1264517.500000 Penalty: 4470.984863
	Iteration 20F: 3 clusters Score -1264518 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1264709.375000 Penalty: 4470.984863
	Iteration 21Q: 3 clusters Score -1264709 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1264769.875000 Penalty: 4470.984863
	Iteration 22Q: 3 clusters Score -1264770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1264793.500000 Penalty: 4470.984863
	Iteration 23Q: 3 clusters Score -1264794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1264801.125000 Penalty: 4470.984863
	Iteration 24Q: 3 clusters Score -1264801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1264799.750000 Penalty: 4470.984863
	Iteration 25Q: 3 clusters Score -1264800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1264801.250000 Penalty: 4470.984863
	Iteration 26Q: 3 clusters Score -1264801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1264801.250000 Penalty: 4470.984863
	Iteration 27F: 3 clusters Score -1264801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6689 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 11174 members 
Mstep: Class 5 contains 37940 members 
Mstep: Class 6 contains 6129 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15712 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 36865 members 
Mstep: Class 14 contains 27553 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 64993 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 3948 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12815 members 
Mstep: Class 21 contains 27018 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125166 members 
Mstep: Class 24 contains 17306 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9689 members 
Mstep: Class 27 contains 16018 members 
Mstep: Class 28 contains 4006 members 
Mstep: Class 29 contains 112082 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 52872 members 
Mstep: Class 32 contains 6287 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3077 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21672 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1384 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 40228 members 
Mstep: Class 41 contains 1963 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 4080 members 
Mstep: Class 44 contains 15012 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15673 members 
Mstep: Class 47 contains 12398 members 
Mstep: Class 48 contains 4666 members 
Mstep: Class 49 contains 4138 members 
Entering Unmasked Estep 
Score: -122555488.000000 Penalty: 165189.625000
Splitting cluster 43 changes total score from -122545520.000000 to -122555488.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 44 (15012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Entering Unmasked Estep 
Score: -2221368.250000 Penalty: 2384.917969
	Iteration 0F: 2 clusters Score -2221368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2210603.250000 Penalty: 4769.835938
	Iteration 0F: 3 clusters Score -2210603 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2214285.000000 Penalty: 4769.835938
	Iteration 1F: 3 clusters Score -2214285 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2214917.750000 Penalty: 4769.835938
	Iteration 2F: 3 clusters Score -2214918 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2215507.500000 Penalty: 4769.835938
	Iteration 3F: 3 clusters Score -2215508 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2216074.750000 Penalty: 4769.835938
	Iteration 4F: 3 clusters Score -2216075 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2216635.500000 Penalty: 4769.835938
	Iteration 5F: 3 clusters Score -2216636 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2217126.500000 Penalty: 4769.835938
	Iteration 6F: 3 clusters Score -2217126 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2217563.750000 Penalty: 4769.835938
	Iteration 7Q: 3 clusters Score -2217564 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2217898.750000 Penalty: 4769.835938
	Iteration 8Q: 3 clusters Score -2217899 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2218140.750000 Penalty: 4769.835938
	Iteration 9Q: 3 clusters Score -2218141 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -2218330.250000 Penalty: 4769.835938
	Iteration 10Q: 3 clusters Score -2218330 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2218458.250000 Penalty: 4769.835938
	Iteration 11Q: 3 clusters Score -2218458 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2218583.000000 Penalty: 4769.835938
	Iteration 12Q: 3 clusters Score -2218583 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2218677.750000 Penalty: 4769.835938
	Iteration 13Q: 3 clusters Score -2218678 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2218739.250000 Penalty: 4769.835938
	Iteration 14Q: 3 clusters Score -2218739 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2218802.500000 Penalty: 4769.835938
	Iteration 15Q: 3 clusters Score -2218802 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2218857.500000 Penalty: 4769.835938
	Iteration 16Q: 3 clusters Score -2218858 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2218923.500000 Penalty: 4769.835938
	Iteration 17Q: 3 clusters Score -2218924 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2218981.500000 Penalty: 4769.835938
	Iteration 18Q: 3 clusters Score -2218982 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2219031.500000 Penalty: 4769.835938
	Iteration 19Q: 3 clusters Score -2219032 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2219092.000000 Penalty: 4769.835938
	Iteration 20F: 3 clusters Score -2219092 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2219135.250000 Penalty: 4769.835938
	Iteration 21Q: 3 clusters Score -2219135 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2219167.500000 Penalty: 4769.835938
	Iteration 22Q: 3 clusters Score -2219168 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2219192.000000 Penalty: 4769.835938
	Iteration 23Q: 3 clusters Score -2219192 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2219223.500000 Penalty: 4769.835938
	Iteration 24Q: 3 clusters Score -2219224 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2219263.500000 Penalty: 4769.835938
	Iteration 25Q: 3 clusters Score -2219264 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2219295.000000 Penalty: 4769.835938
	Iteration 26Q: 3 clusters Score -2219295 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2219328.250000 Penalty: 4769.835938
	Iteration 27Q: 3 clusters Score -2219328 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2219342.000000 Penalty: 4769.835938
	Iteration 28Q: 3 clusters Score -2219342 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2219357.500000 Penalty: 4769.835938
	Iteration 29Q: 3 clusters Score -2219358 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2219381.000000 Penalty: 4769.835938
	Iteration 30Q: 3 clusters Score -2219381 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2219402.750000 Penalty: 4769.835938
	Iteration 31Q: 3 clusters Score -2219403 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2219418.500000 Penalty: 4769.835938
	Iteration 32Q: 3 clusters Score -2219418 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2219425.250000 Penalty: 4769.835938
	Iteration 33Q: 3 clusters Score -2219425 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2219440.000000 Penalty: 4769.835938
	Iteration 34Q: 3 clusters Score -2219440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2219455.250000 Penalty: 4769.835938
	Iteration 35Q: 3 clusters Score -2219455 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2219468.500000 Penalty: 4769.835938
	Iteration 36Q: 3 clusters Score -2219468 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2219481.750000 Penalty: 4769.835938
	Iteration 37Q: 3 clusters Score -2219482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2219500.250000 Penalty: 4769.835938
	Iteration 38Q: 3 clusters Score -2219500 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2219517.500000 Penalty: 4769.835938
	Iteration 39Q: 3 clusters Score -2219518 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2219534.250000 Penalty: 4769.835938
	Iteration 40F: 3 clusters Score -2219534 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2219549.750000 Penalty: 4769.835938
	Iteration 41Q: 3 clusters Score -2219550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2219561.250000 Penalty: 4769.835938
	Iteration 42Q: 3 clusters Score -2219561 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2219577.250000 Penalty: 4769.835938
	Iteration 43Q: 3 clusters Score -2219577 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2219590.750000 Penalty: 4769.835938
	Iteration 44Q: 3 clusters Score -2219591 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2219613.500000 Penalty: 4769.835938
	Iteration 45Q: 3 clusters Score -2219614 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2219639.000000 Penalty: 4769.835938
	Iteration 46Q: 3 clusters Score -2219639 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2219653.250000 Penalty: 4769.835938
	Iteration 47Q: 3 clusters Score -2219653 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2219675.500000 Penalty: 4769.835938
	Iteration 48Q: 3 clusters Score -2219676 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2219700.500000 Penalty: 4769.835938
	Iteration 49Q: 3 clusters Score -2219700 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2219722.500000 Penalty: 4769.835938
	Iteration 50Q: 3 clusters Score -2219722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2219750.250000 Penalty: 4769.835938
	Iteration 51Q: 3 clusters Score -2219750 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2219767.000000 Penalty: 4769.835938
	Iteration 52Q: 3 clusters Score -2219767 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2219790.500000 Penalty: 4769.835938
	Iteration 53Q: 3 clusters Score -2219790 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2219818.500000 Penalty: 4769.835938
	Iteration 54Q: 3 clusters Score -2219818 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2219842.750000 Penalty: 4769.835938
	Iteration 55Q: 3 clusters Score -2219843 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2219866.500000 Penalty: 4769.835938
	Iteration 56Q: 3 clusters Score -2219866 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2219883.750000 Penalty: 4769.835938
	Iteration 57Q: 3 clusters Score -2219884 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2219921.000000 Penalty: 4769.835938
	Iteration 58Q: 3 clusters Score -2219921 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2219943.750000 Penalty: 4769.835938
	Iteration 59Q: 3 clusters Score -2219944 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2219966.500000 Penalty: 4769.835938
	Iteration 60F: 3 clusters Score -2219966 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2219988.500000 Penalty: 4769.835938
	Iteration 61Q: 3 clusters Score -2219988 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2220011.000000 Penalty: 4769.835938
	Iteration 62Q: 3 clusters Score -2220011 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2220032.000000 Penalty: 4769.835938
	Iteration 63Q: 3 clusters Score -2220032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2220060.250000 Penalty: 4769.835938
	Iteration 64Q: 3 clusters Score -2220060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2220084.500000 Penalty: 4769.835938
	Iteration 65Q: 3 clusters Score -2220084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2220104.000000 Penalty: 4769.835938
	Iteration 66Q: 3 clusters Score -2220104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2220119.750000 Penalty: 4769.835938
	Iteration 67Q: 3 clusters Score -2220120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2220135.750000 Penalty: 4769.835938
	Iteration 68Q: 3 clusters Score -2220136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2220161.500000 Penalty: 4769.835938
	Iteration 69Q: 3 clusters Score -2220162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2220179.750000 Penalty: 4769.835938
	Iteration 70Q: 3 clusters Score -2220180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2220187.250000 Penalty: 4769.835938
	Iteration 71Q: 3 clusters Score -2220187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2220192.250000 Penalty: 4769.835938
	Iteration 72Q: 3 clusters Score -2220192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2220199.750000 Penalty: 4769.835938
	Iteration 73Q: 3 clusters Score -2220200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2220208.000000 Penalty: 4769.835938
	Iteration 74Q: 3 clusters Score -2220208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2220211.250000 Penalty: 4769.835938
	Iteration 75Q: 3 clusters Score -2220211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2220212.750000 Penalty: 4769.835938
	Iteration 76Q: 3 clusters Score -2220213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2220214.000000 Penalty: 4769.835938
	Iteration 77Q: 3 clusters Score -2220214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2220217.750000 Penalty: 4769.835938
	Iteration 78Q: 3 clusters Score -2220218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2220222.750000 Penalty: 4769.835938
	Iteration 79Q: 3 clusters Score -2220223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2220225.750000 Penalty: 4769.835938
	Iteration 80F: 3 clusters Score -2220226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2220226.000000 Penalty: 4769.835938
	Iteration 81Q: 3 clusters Score -2220226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2220228.500000 Penalty: 4769.835938
	Iteration 82Q: 3 clusters Score -2220228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2220234.500000 Penalty: 4769.835938
	Iteration 83Q: 3 clusters Score -2220234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2220236.250000 Penalty: 4769.835938
	Iteration 84Q: 3 clusters Score -2220236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2220239.750000 Penalty: 4769.835938
	Iteration 85Q: 3 clusters Score -2220240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2220237.500000 Penalty: 4769.835938
	Iteration 86Q: 3 clusters Score -2220238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2220239.500000 Penalty: 4769.835938
	Iteration 87Q: 3 clusters Score -2220240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2220243.250000 Penalty: 4769.835938
	Iteration 88Q: 3 clusters Score -2220243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2220242.000000 Penalty: 4769.835938
	Iteration 89Q: 3 clusters Score -2220242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2220248.250000 Penalty: 4769.835938
	Iteration 90Q: 3 clusters Score -2220248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2220246.000000 Penalty: 4769.835938
	Iteration 91Q: 3 clusters Score -2220246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2220244.500000 Penalty: 4769.835938
	Iteration 92Q: 3 clusters Score -2220244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2220248.000000 Penalty: 4769.835938
	Iteration 93Q: 3 clusters Score -2220248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2220248.500000 Penalty: 4769.835938
	Iteration 94Q: 3 clusters Score -2220248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2220247.000000 Penalty: 4769.835938
	Iteration 95Q: 3 clusters Score -2220247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2220248.000000 Penalty: 4769.835938
	Iteration 96Q: 3 clusters Score -2220248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2220252.250000 Penalty: 4769.835938
	Iteration 97Q: 3 clusters Score -2220252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2220251.000000 Penalty: 4769.835938
	Iteration 98Q: 3 clusters Score -2220251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2220254.750000 Penalty: 4769.835938
	Iteration 99Q: 3 clusters Score -2220255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2220255.250000 Penalty: 4769.835938
	Iteration 100F: 3 clusters Score -2220255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2220254.500000 Penalty: 4769.835938
	Iteration 101Q: 3 clusters Score -2220254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2220254.500000 Penalty: 4769.835938
	Iteration 102F: 3 clusters Score -2220254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -45563.097656 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -45563.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -44238.921875 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -44238.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -44335.316406 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -44335.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -44370.238281 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -44370.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -44385.925781 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -44385.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -44389.050781 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -44389.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -44393.929688 Penalty: 2834.011475
	Iteration 5Q: 3 clusters Score -44393.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -44393.929688 Penalty: 2834.011475
	Iteration 6F: 3 clusters Score -44393.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6689 members 
Mstep: Class 3 contains 5011 members 
Mstep: Class 4 contains 11174 members 
Mstep: Class 5 contains 37940 members 
Mstep: Class 6 contains 6129 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15712 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 36865 members 
Mstep: Class 14 contains 27553 members 
Mstep: Class 15 contains 14370 members 
Mstep: Class 16 contains 64993 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 3948 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12815 members 
Mstep: Class 21 contains 27018 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125166 members 
Mstep: Class 24 contains 17306 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9689 members 
Mstep: Class 27 contains 16018 members 
Mstep: Class 28 contains 4006 members 
Mstep: Class 29 contains 112082 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 52872 members 
Mstep: Class 32 contains 6287 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3077 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21672 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1384 members 
Mstep: Class 39 contains 6367 members 
Mstep: Class 40 contains 40228 members 
Mstep: Class 41 contains 1963 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 4080 members 
Mstep: Class 44 contains 15012 members 
Mstep: Class 45 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122559088.000000 Penalty: 165189.625000
Iteration 159Q: 50 clusters Score -1.225591e+08 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6716 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 11179 members 
Mstep: Class 5 contains 38237 members 
Mstep: Class 6 contains 6112 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15729 members 
Mstep: Class 9 contains 6606 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9253 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 36890 members 
Mstep: Class 14 contains 27661 members 
Mstep: Class 15 contains 14352 members 
Mstep: Class 16 contains 65251 members 
Mstep: Class 17 contains 3417 members 
Mstep: Class 18 contains 3953 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12865 members 
Mstep: Class 21 contains 27028 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 126316 members 
Mstep: Class 24 contains 17491 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9809 members 
Mstep: Class 27 contains 16041 members 
Mstep: Class 28 contains 4012 members 
Mstep: Class 29 contains 110994 members 
Mstep: Class 30 contains 10091 members 
Mstep: Class 31 contains 53121 members 
Mstep: Class 32 contains 6380 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3077 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21521 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1384 members 
Mstep: Class 39 contains 6472 members 
Mstep: Class 40 contains 40334 members 
Mstep: Class 41 contains 1964 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 4111 members 
Mstep: Class 44 contains 14916 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15014 members 
Mstep: Class 47 contains 11864 members 
Mstep: Class 48 contains 4477 members 
Mstep: Class 49 contains 3942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122563544.000000 Penalty: 165189.625000
Iteration 160F: 50 clusters Score -1.225635e+08 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6659 members 
Mstep: Class 3 contains 5009 members 
Mstep: Class 4 contains 11174 members 
Mstep: Class 5 contains 38182 members 
Mstep: Class 6 contains 6095 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15723 members 
Mstep: Class 9 contains 6607 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9264 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 36801 members 
Mstep: Class 14 contains 27651 members 
Mstep: Class 15 contains 14352 members 
Mstep: Class 16 contains 65027 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 3958 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12849 members 
Mstep: Class 21 contains 26992 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 126180 members 
Mstep: Class 24 contains 17565 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9816 members 
Mstep: Class 27 contains 16106 members 
Mstep: Class 28 contains 4013 members 
Mstep: Class 29 contains 110263 members 
Mstep: Class 30 contains 10086 members 
Mstep: Class 31 contains 52988 members 
Mstep: Class 32 contains 6374 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3077 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21447 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1380 members 
Mstep: Class 39 contains 6408 members 
Mstep: Class 40 contains 40244 members 
Mstep: Class 41 contains 1961 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 4125 members 
Mstep: Class 44 contains 14871 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15166 members 
Mstep: Class 47 contains 13174 members 
Mstep: Class 48 contains 4526 members 
Mstep: Class 49 contains 4094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122564808.000000 Penalty: 165189.625000
Iteration 161Q: 50 clusters Score -1.225648e+08 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6637 members 
Mstep: Class 3 contains 5007 members 
Mstep: Class 4 contains 11160 members 
Mstep: Class 5 contains 38118 members 
Mstep: Class 6 contains 6085 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15709 members 
Mstep: Class 9 contains 6608 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9280 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 36752 members 
Mstep: Class 14 contains 27608 members 
Mstep: Class 15 contains 14358 members 
Mstep: Class 16 contains 64842 members 
Mstep: Class 17 contains 3378 members 
Mstep: Class 18 contains 3967 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12844 members 
Mstep: Class 21 contains 26966 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 126025 members 
Mstep: Class 24 contains 17584 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9833 members 
Mstep: Class 27 contains 16175 members 
Mstep: Class 28 contains 4015 members 
Mstep: Class 29 contains 109963 members 
Mstep: Class 30 contains 10078 members 
Mstep: Class 31 contains 52869 members 
Mstep: Class 32 contains 6386 members 
Mstep: Class 33 contains 4234 members 
Mstep: Class 34 contains 3079 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21409 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1373 members 
Mstep: Class 39 contains 6378 members 
Mstep: Class 40 contains 40186 members 
Mstep: Class 41 contains 1962 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 4145 members 
Mstep: Class 44 contains 14843 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15233 members 
Mstep: Class 47 contains 14072 members 
Mstep: Class 48 contains 4528 members 
Mstep: Class 49 contains 4137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122565376.000000 Penalty: 165189.625000
Iteration 162Q: 50 clusters Score -1.225654e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6610 members 
Mstep: Class 3 contains 5003 members 
Mstep: Class 4 contains 11154 members 
Mstep: Class 5 contains 38066 members 
Mstep: Class 6 contains 6081 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15700 members 
Mstep: Class 9 contains 6610 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9302 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 36732 members 
Mstep: Class 14 contains 27584 members 
Mstep: Class 15 contains 14363 members 
Mstep: Class 16 contains 64687 members 
Mstep: Class 17 contains 3376 members 
Mstep: Class 18 contains 3971 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12840 members 
Mstep: Class 21 contains 26963 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125920 members 
Mstep: Class 24 contains 17599 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9825 members 
Mstep: Class 27 contains 16227 members 
Mstep: Class 28 contains 4014 members 
Mstep: Class 29 contains 109772 members 
Mstep: Class 30 contains 10071 members 
Mstep: Class 31 contains 52790 members 
Mstep: Class 32 contains 6384 members 
Mstep: Class 33 contains 4235 members 
Mstep: Class 34 contains 3081 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21397 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6357 members 
Mstep: Class 40 contains 40136 members 
Mstep: Class 41 contains 1964 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 4162 members 
Mstep: Class 44 contains 14817 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15269 members 
Mstep: Class 47 contains 14713 members 
Mstep: Class 48 contains 4516 members 
Mstep: Class 49 contains 4162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122565456.000000 Penalty: 165189.625000
Iteration 163Q: 50 clusters Score -1.225655e+08 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6589 members 
Mstep: Class 3 contains 4998 members 
Mstep: Class 4 contains 11140 members 
Mstep: Class 5 contains 38024 members 
Mstep: Class 6 contains 6081 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15691 members 
Mstep: Class 9 contains 6610 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9316 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 36713 members 
Mstep: Class 14 contains 27554 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 16 contains 64571 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 3974 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12837 members 
Mstep: Class 21 contains 26952 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125794 members 
Mstep: Class 24 contains 17621 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9832 members 
Mstep: Class 27 contains 16284 members 
Mstep: Class 28 contains 4010 members 
Mstep: Class 29 contains 109643 members 
Mstep: Class 30 contains 10059 members 
Mstep: Class 31 contains 52699 members 
Mstep: Class 32 contains 6384 members 
Mstep: Class 33 contains 4236 members 
Mstep: Class 34 contains 3082 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21397 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1372 members 
Mstep: Class 39 contains 6343 members 
Mstep: Class 40 contains 40107 members 
Mstep: Class 41 contains 1965 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 4168 members 
Mstep: Class 44 contains 14804 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15301 members 
Mstep: Class 47 contains 15250 members 
Mstep: Class 48 contains 4502 members 
Mstep: Class 49 contains 4182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122565736.000000 Penalty: 165189.625000
Iteration 164Q: 50 clusters Score -1.225657e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6578 members 
Mstep: Class 3 contains 4995 members 
Mstep: Class 4 contains 11125 members 
Mstep: Class 5 contains 37967 members 
Mstep: Class 6 contains 6079 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15685 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9322 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36712 members 
Mstep: Class 14 contains 27532 members 
Mstep: Class 15 contains 14363 members 
Mstep: Class 16 contains 64481 members 
Mstep: Class 17 contains 3372 members 
Mstep: Class 18 contains 3979 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12834 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125672 members 
Mstep: Class 24 contains 17633 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9832 members 
Mstep: Class 27 contains 16322 members 
Mstep: Class 28 contains 4006 members 
Mstep: Class 29 contains 109521 members 
Mstep: Class 30 contains 10046 members 
Mstep: Class 31 contains 52617 members 
Mstep: Class 32 contains 6381 members 
Mstep: Class 33 contains 4236 members 
Mstep: Class 34 contains 3083 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21421 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1372 members 
Mstep: Class 39 contains 6340 members 
Mstep: Class 40 contains 40091 members 
Mstep: Class 41 contains 1965 members 
Mstep: Class 42 contains 84 members 
Mstep: Class 43 contains 4173 members 
Mstep: Class 44 contains 14799 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15318 members 
Mstep: Class 47 contains 15721 members 
Mstep: Class 48 contains 4498 members 
Mstep: Class 49 contains 4195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122565872.000000 Penalty: 165189.625000
Iteration 165Q: 50 clusters Score -1.225659e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6572 members 
Mstep: Class 3 contains 4988 members 
Mstep: Class 4 contains 11114 members 
Mstep: Class 5 contains 37912 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15686 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9333 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36706 members 
Mstep: Class 14 contains 27513 members 
Mstep: Class 15 contains 14362 members 
Mstep: Class 16 contains 64422 members 
Mstep: Class 17 contains 3371 members 
Mstep: Class 18 contains 3983 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12834 members 
Mstep: Class 21 contains 26951 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125574 members 
Mstep: Class 24 contains 17629 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9840 members 
Mstep: Class 27 contains 16346 members 
Mstep: Class 28 contains 4002 members 
Mstep: Class 29 contains 109425 members 
Mstep: Class 30 contains 10035 members 
Mstep: Class 31 contains 52552 members 
Mstep: Class 32 contains 6376 members 
Mstep: Class 33 contains 4236 members 
Mstep: Class 34 contains 3085 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21440 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1372 members 
Mstep: Class 39 contains 6343 members 
Mstep: Class 40 contains 40078 members 
Mstep: Class 41 contains 1966 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4178 members 
Mstep: Class 44 contains 14800 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15325 members 
Mstep: Class 47 contains 16092 members 
Mstep: Class 48 contains 4484 members 
Mstep: Class 49 contains 4207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566152.000000 Penalty: 165189.625000
Iteration 166Q: 50 clusters Score -1.225662e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6569 members 
Mstep: Class 3 contains 4977 members 
Mstep: Class 4 contains 11108 members 
Mstep: Class 5 contains 37875 members 
Mstep: Class 6 contains 6079 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15685 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9342 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36700 members 
Mstep: Class 14 contains 27494 members 
Mstep: Class 15 contains 14359 members 
Mstep: Class 16 contains 64370 members 
Mstep: Class 17 contains 3372 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12830 members 
Mstep: Class 21 contains 26954 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125463 members 
Mstep: Class 24 contains 17631 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9846 members 
Mstep: Class 27 contains 16366 members 
Mstep: Class 28 contains 4000 members 
Mstep: Class 29 contains 109361 members 
Mstep: Class 30 contains 10027 members 
Mstep: Class 31 contains 52492 members 
Mstep: Class 32 contains 6374 members 
Mstep: Class 33 contains 4236 members 
Mstep: Class 34 contains 3086 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21452 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1372 members 
Mstep: Class 39 contains 6334 members 
Mstep: Class 40 contains 40065 members 
Mstep: Class 41 contains 1967 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4180 members 
Mstep: Class 44 contains 14798 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15330 members 
Mstep: Class 47 contains 16427 members 
Mstep: Class 48 contains 4479 members 
Mstep: Class 49 contains 4219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566288.000000 Penalty: 165189.625000
Iteration 167Q: 50 clusters Score -1.225663e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6563 members 
Mstep: Class 3 contains 4969 members 
Mstep: Class 4 contains 11090 members 
Mstep: Class 5 contains 37851 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15681 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9354 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36702 members 
Mstep: Class 14 contains 27472 members 
Mstep: Class 15 contains 14359 members 
Mstep: Class 16 contains 64328 members 
Mstep: Class 17 contains 3381 members 
Mstep: Class 18 contains 3997 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12828 members 
Mstep: Class 21 contains 26946 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125352 members 
Mstep: Class 24 contains 17634 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9848 members 
Mstep: Class 27 contains 16386 members 
Mstep: Class 28 contains 3996 members 
Mstep: Class 29 contains 109310 members 
Mstep: Class 30 contains 10017 members 
Mstep: Class 31 contains 52451 members 
Mstep: Class 32 contains 6372 members 
Mstep: Class 33 contains 4236 members 
Mstep: Class 34 contains 3086 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21472 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1372 members 
Mstep: Class 39 contains 6328 members 
Mstep: Class 40 contains 40063 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4180 members 
Mstep: Class 44 contains 14797 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15333 members 
Mstep: Class 47 contains 16709 members 
Mstep: Class 48 contains 4472 members 
Mstep: Class 49 contains 4230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566232.000000 Penalty: 165189.625000
Iteration 168Q: 50 clusters Score -1.225662e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6560 members 
Mstep: Class 3 contains 4963 members 
Mstep: Class 4 contains 11075 members 
Mstep: Class 5 contains 37833 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15686 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 36698 members 
Mstep: Class 14 contains 27458 members 
Mstep: Class 15 contains 14359 members 
Mstep: Class 16 contains 64294 members 
Mstep: Class 17 contains 3386 members 
Mstep: Class 18 contains 4001 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12828 members 
Mstep: Class 21 contains 26938 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125242 members 
Mstep: Class 24 contains 17635 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9851 members 
Mstep: Class 27 contains 16393 members 
Mstep: Class 28 contains 3997 members 
Mstep: Class 29 contains 109270 members 
Mstep: Class 30 contains 10009 members 
Mstep: Class 31 contains 52423 members 
Mstep: Class 32 contains 6373 members 
Mstep: Class 33 contains 4237 members 
Mstep: Class 34 contains 3086 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21480 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1372 members 
Mstep: Class 39 contains 6325 members 
Mstep: Class 40 contains 40057 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4182 members 
Mstep: Class 44 contains 14794 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15335 members 
Mstep: Class 47 contains 16963 members 
Mstep: Class 48 contains 4469 members 
Mstep: Class 49 contains 4232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566144.000000 Penalty: 165189.625000
Iteration 169Q: 50 clusters Score -1.225661e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6562 members 
Mstep: Class 3 contains 4962 members 
Mstep: Class 4 contains 11068 members 
Mstep: Class 5 contains 37820 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15694 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9358 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 36699 members 
Mstep: Class 14 contains 27443 members 
Mstep: Class 15 contains 14361 members 
Mstep: Class 16 contains 64272 members 
Mstep: Class 17 contains 3386 members 
Mstep: Class 18 contains 4001 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12828 members 
Mstep: Class 21 contains 26924 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125132 members 
Mstep: Class 24 contains 17638 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9850 members 
Mstep: Class 27 contains 16396 members 
Mstep: Class 28 contains 3999 members 
Mstep: Class 29 contains 109220 members 
Mstep: Class 30 contains 10007 members 
Mstep: Class 31 contains 52396 members 
Mstep: Class 32 contains 6374 members 
Mstep: Class 33 contains 4239 members 
Mstep: Class 34 contains 3086 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21487 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1372 members 
Mstep: Class 39 contains 6322 members 
Mstep: Class 40 contains 40053 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4182 members 
Mstep: Class 44 contains 14788 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15337 members 
Mstep: Class 47 contains 17202 members 
Mstep: Class 48 contains 4468 members 
Mstep: Class 49 contains 4234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566264.000000 Penalty: 165189.625000
Iteration 170Q: 50 clusters Score -1.225663e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6567 members 
Mstep: Class 3 contains 4962 members 
Mstep: Class 4 contains 11066 members 
Mstep: Class 5 contains 37804 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15698 members 
Mstep: Class 9 contains 6611 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9362 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36703 members 
Mstep: Class 14 contains 27427 members 
Mstep: Class 15 contains 14362 members 
Mstep: Class 16 contains 64263 members 
Mstep: Class 17 contains 3385 members 
Mstep: Class 18 contains 4002 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26920 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 125022 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9849 members 
Mstep: Class 27 contains 16407 members 
Mstep: Class 28 contains 4000 members 
Mstep: Class 29 contains 109168 members 
Mstep: Class 30 contains 10002 members 
Mstep: Class 31 contains 52376 members 
Mstep: Class 32 contains 6373 members 
Mstep: Class 33 contains 4239 members 
Mstep: Class 34 contains 3086 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21493 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1372 members 
Mstep: Class 39 contains 6322 members 
Mstep: Class 40 contains 40051 members 
Mstep: Class 41 contains 1971 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4183 members 
Mstep: Class 44 contains 14782 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15338 members 
Mstep: Class 47 contains 17407 members 
Mstep: Class 48 contains 4466 members 
Mstep: Class 49 contains 4235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566200.000000 Penalty: 165189.625000
Iteration 171Q: 50 clusters Score -1.225662e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6570 members 
Mstep: Class 3 contains 4961 members 
Mstep: Class 4 contains 11060 members 
Mstep: Class 5 contains 37786 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15706 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9363 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36709 members 
Mstep: Class 14 contains 27407 members 
Mstep: Class 15 contains 14361 members 
Mstep: Class 16 contains 64259 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 4003 members 
Mstep: Class 19 contains 4851 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26919 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124936 members 
Mstep: Class 24 contains 17637 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9850 members 
Mstep: Class 27 contains 16415 members 
Mstep: Class 28 contains 4003 members 
Mstep: Class 29 contains 109087 members 
Mstep: Class 30 contains 10000 members 
Mstep: Class 31 contains 52343 members 
Mstep: Class 32 contains 6373 members 
Mstep: Class 33 contains 4239 members 
Mstep: Class 34 contains 3086 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21505 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1372 members 
Mstep: Class 39 contains 6321 members 
Mstep: Class 40 contains 40053 members 
Mstep: Class 41 contains 1972 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4183 members 
Mstep: Class 44 contains 14783 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15341 members 
Mstep: Class 47 contains 17612 members 
Mstep: Class 48 contains 4467 members 
Mstep: Class 49 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566320.000000 Penalty: 165189.625000
Iteration 172Q: 50 clusters Score -1.225663e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6571 members 
Mstep: Class 3 contains 4960 members 
Mstep: Class 4 contains 11056 members 
Mstep: Class 5 contains 37780 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15707 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9363 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 36711 members 
Mstep: Class 14 contains 27392 members 
Mstep: Class 15 contains 14359 members 
Mstep: Class 16 contains 64254 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 4003 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12830 members 
Mstep: Class 21 contains 26916 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124870 members 
Mstep: Class 24 contains 17638 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9852 members 
Mstep: Class 27 contains 16423 members 
Mstep: Class 28 contains 4003 members 
Mstep: Class 29 contains 109013 members 
Mstep: Class 30 contains 9998 members 
Mstep: Class 31 contains 52315 members 
Mstep: Class 32 contains 6371 members 
Mstep: Class 33 contains 4239 members 
Mstep: Class 34 contains 3086 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21505 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1372 members 
Mstep: Class 39 contains 6321 members 
Mstep: Class 40 contains 40055 members 
Mstep: Class 41 contains 1972 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4183 members 
Mstep: Class 44 contains 14789 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15344 members 
Mstep: Class 47 contains 17798 members 
Mstep: Class 48 contains 4469 members 
Mstep: Class 49 contains 4243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566280.000000 Penalty: 165189.625000
Iteration 173Q: 50 clusters Score -1.225663e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6572 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 11050 members 
Mstep: Class 5 contains 37777 members 
Mstep: Class 6 contains 6079 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15706 members 
Mstep: Class 9 contains 6614 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9364 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 36717 members 
Mstep: Class 14 contains 27378 members 
Mstep: Class 15 contains 14357 members 
Mstep: Class 16 contains 64251 members 
Mstep: Class 17 contains 3371 members 
Mstep: Class 18 contains 4000 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26916 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124794 members 
Mstep: Class 24 contains 17639 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9852 members 
Mstep: Class 27 contains 16428 members 
Mstep: Class 28 contains 4003 members 
Mstep: Class 29 contains 108943 members 
Mstep: Class 30 contains 9996 members 
Mstep: Class 31 contains 52290 members 
Mstep: Class 32 contains 6367 members 
Mstep: Class 33 contains 4242 members 
Mstep: Class 34 contains 3086 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21510 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1372 members 
Mstep: Class 39 contains 6321 members 
Mstep: Class 40 contains 40055 members 
Mstep: Class 41 contains 1973 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4183 members 
Mstep: Class 44 contains 14792 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15342 members 
Mstep: Class 47 contains 17980 members 
Mstep: Class 48 contains 4468 members 
Mstep: Class 49 contains 4251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566448.000000 Penalty: 165189.625000
Iteration 174Q: 50 clusters Score -1.225664e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6575 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 11035 members 
Mstep: Class 5 contains 37769 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15707 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9367 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 36716 members 
Mstep: Class 14 contains 27364 members 
Mstep: Class 15 contains 14356 members 
Mstep: Class 16 contains 64249 members 
Mstep: Class 17 contains 3369 members 
Mstep: Class 18 contains 4000 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12830 members 
Mstep: Class 21 contains 26915 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124706 members 
Mstep: Class 24 contains 17639 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9852 members 
Mstep: Class 27 contains 16434 members 
Mstep: Class 28 contains 4004 members 
Mstep: Class 29 contains 108901 members 
Mstep: Class 30 contains 9994 members 
Mstep: Class 31 contains 52265 members 
Mstep: Class 32 contains 6366 members 
Mstep: Class 33 contains 4245 members 
Mstep: Class 34 contains 3086 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21514 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1372 members 
Mstep: Class 39 contains 6324 members 
Mstep: Class 40 contains 40053 members 
Mstep: Class 41 contains 1974 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4183 members 
Mstep: Class 44 contains 14791 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15343 members 
Mstep: Class 47 contains 18159 members 
Mstep: Class 48 contains 4465 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566568.000000 Penalty: 165189.625000
Iteration 175Q: 50 clusters Score -1.225666e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 11028 members 
Mstep: Class 5 contains 37764 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15711 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9369 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 36721 members 
Mstep: Class 14 contains 27346 members 
Mstep: Class 15 contains 14355 members 
Mstep: Class 16 contains 64236 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 3998 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12830 members 
Mstep: Class 21 contains 26914 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124630 members 
Mstep: Class 24 contains 17638 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9851 members 
Mstep: Class 27 contains 16442 members 
Mstep: Class 28 contains 4004 members 
Mstep: Class 29 contains 108863 members 
Mstep: Class 30 contains 9992 members 
Mstep: Class 31 contains 52238 members 
Mstep: Class 32 contains 6366 members 
Mstep: Class 33 contains 4246 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21517 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1372 members 
Mstep: Class 39 contains 6328 members 
Mstep: Class 40 contains 40056 members 
Mstep: Class 41 contains 1974 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14787 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15343 members 
Mstep: Class 47 contains 18324 members 
Mstep: Class 48 contains 4464 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566616.000000 Penalty: 165189.625000
Iteration 176Q: 50 clusters Score -1.225666e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6582 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 11024 members 
Mstep: Class 5 contains 37753 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15713 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9369 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 36728 members 
Mstep: Class 14 contains 27327 members 
Mstep: Class 15 contains 14355 members 
Mstep: Class 16 contains 64228 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 3998 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12830 members 
Mstep: Class 21 contains 26914 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124559 members 
Mstep: Class 24 contains 17640 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9850 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 4005 members 
Mstep: Class 29 contains 108819 members 
Mstep: Class 30 contains 9991 members 
Mstep: Class 31 contains 52208 members 
Mstep: Class 32 contains 6362 members 
Mstep: Class 33 contains 4247 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21522 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6327 members 
Mstep: Class 40 contains 40057 members 
Mstep: Class 41 contains 1974 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14784 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15344 members 
Mstep: Class 47 contains 18486 members 
Mstep: Class 48 contains 4466 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566760.000000 Penalty: 165189.625000
Iteration 177Q: 50 clusters Score -1.225668e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6586 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 11016 members 
Mstep: Class 5 contains 37741 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15718 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9369 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36738 members 
Mstep: Class 14 contains 27310 members 
Mstep: Class 15 contains 14355 members 
Mstep: Class 16 contains 64230 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4001 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12830 members 
Mstep: Class 21 contains 26916 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124481 members 
Mstep: Class 24 contains 17643 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9852 members 
Mstep: Class 27 contains 16450 members 
Mstep: Class 28 contains 4005 members 
Mstep: Class 29 contains 108780 members 
Mstep: Class 30 contains 9990 members 
Mstep: Class 31 contains 52186 members 
Mstep: Class 32 contains 6361 members 
Mstep: Class 33 contains 4247 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21528 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6325 members 
Mstep: Class 40 contains 40060 members 
Mstep: Class 41 contains 1974 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14779 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15344 members 
Mstep: Class 47 contains 18626 members 
Mstep: Class 48 contains 4466 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566848.000000 Penalty: 165189.625000
Iteration 178Q: 50 clusters Score -1.225668e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6591 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 11005 members 
Mstep: Class 5 contains 37733 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15723 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9369 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36745 members 
Mstep: Class 14 contains 27293 members 
Mstep: Class 15 contains 14354 members 
Mstep: Class 16 contains 64230 members 
Mstep: Class 17 contains 3369 members 
Mstep: Class 18 contains 4006 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12830 members 
Mstep: Class 21 contains 26913 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124421 members 
Mstep: Class 24 contains 17644 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9853 members 
Mstep: Class 27 contains 16450 members 
Mstep: Class 28 contains 4005 members 
Mstep: Class 29 contains 108741 members 
Mstep: Class 30 contains 9989 members 
Mstep: Class 31 contains 52173 members 
Mstep: Class 32 contains 6361 members 
Mstep: Class 33 contains 4247 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21532 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6325 members 
Mstep: Class 40 contains 40061 members 
Mstep: Class 41 contains 1974 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14777 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15345 members 
Mstep: Class 47 contains 18752 members 
Mstep: Class 48 contains 4466 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566784.000000 Penalty: 165189.625000
Iteration 179Q: 50 clusters Score -1.225668e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6594 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 10994 members 
Mstep: Class 5 contains 37725 members 
Mstep: Class 6 contains 6077 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15726 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9369 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36746 members 
Mstep: Class 14 contains 27275 members 
Mstep: Class 15 contains 14354 members 
Mstep: Class 16 contains 64233 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4009 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26915 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124376 members 
Mstep: Class 24 contains 17642 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9854 members 
Mstep: Class 27 contains 16451 members 
Mstep: Class 28 contains 4003 members 
Mstep: Class 29 contains 108705 members 
Mstep: Class 30 contains 9987 members 
Mstep: Class 31 contains 52158 members 
Mstep: Class 32 contains 6362 members 
Mstep: Class 33 contains 4247 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21537 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6323 members 
Mstep: Class 40 contains 40065 members 
Mstep: Class 41 contains 1974 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14777 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15345 members 
Mstep: Class 47 contains 18869 members 
Mstep: Class 48 contains 4466 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566848.000000 Penalty: 165189.625000
Iteration 180F: 50 clusters Score -1.225668e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6592 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 37722 members 
Mstep: Class 6 contains 6077 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15727 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9369 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36750 members 
Mstep: Class 14 contains 27263 members 
Mstep: Class 15 contains 14354 members 
Mstep: Class 16 contains 64232 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4008 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26918 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124330 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 16452 members 
Mstep: Class 28 contains 4002 members 
Mstep: Class 29 contains 108677 members 
Mstep: Class 30 contains 9985 members 
Mstep: Class 31 contains 52143 members 
Mstep: Class 32 contains 6363 members 
Mstep: Class 33 contains 4247 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21538 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6323 members 
Mstep: Class 40 contains 40066 members 
Mstep: Class 41 contains 1974 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15345 members 
Mstep: Class 47 contains 18979 members 
Mstep: Class 48 contains 4466 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566872.000000 Penalty: 165189.625000
Iteration 181Q: 50 clusters Score -1.225669e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6593 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 10981 members 
Mstep: Class 5 contains 37717 members 
Mstep: Class 6 contains 6077 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15730 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9369 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36754 members 
Mstep: Class 14 contains 27251 members 
Mstep: Class 15 contains 14354 members 
Mstep: Class 16 contains 64232 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4009 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26919 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124264 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9857 members 
Mstep: Class 27 contains 16456 members 
Mstep: Class 28 contains 4002 members 
Mstep: Class 29 contains 108655 members 
Mstep: Class 30 contains 9982 members 
Mstep: Class 31 contains 52125 members 
Mstep: Class 32 contains 6363 members 
Mstep: Class 33 contains 4247 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21538 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6324 members 
Mstep: Class 40 contains 40068 members 
Mstep: Class 41 contains 1974 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14772 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15346 members 
Mstep: Class 47 contains 19092 members 
Mstep: Class 48 contains 4466 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566864.000000 Penalty: 165189.625000
Iteration 182Q: 50 clusters Score -1.225669e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6592 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 10977 members 
Mstep: Class 5 contains 37711 members 
Mstep: Class 6 contains 6077 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15733 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9369 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36758 members 
Mstep: Class 14 contains 27239 members 
Mstep: Class 15 contains 14355 members 
Mstep: Class 16 contains 64229 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4011 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26920 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124213 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 16459 members 
Mstep: Class 28 contains 4002 members 
Mstep: Class 29 contains 108617 members 
Mstep: Class 30 contains 9977 members 
Mstep: Class 31 contains 52116 members 
Mstep: Class 32 contains 6361 members 
Mstep: Class 33 contains 4247 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21540 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6323 members 
Mstep: Class 40 contains 40069 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14775 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15347 members 
Mstep: Class 47 contains 19202 members 
Mstep: Class 48 contains 4466 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566904.000000 Penalty: 165189.625000
Iteration 183Q: 50 clusters Score -1.225669e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6593 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 10977 members 
Mstep: Class 5 contains 37705 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15739 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9369 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36759 members 
Mstep: Class 14 contains 27223 members 
Mstep: Class 15 contains 14356 members 
Mstep: Class 16 contains 64234 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4017 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12830 members 
Mstep: Class 21 contains 26922 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124152 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 16455 members 
Mstep: Class 28 contains 4002 members 
Mstep: Class 29 contains 108598 members 
Mstep: Class 30 contains 9968 members 
Mstep: Class 31 contains 52100 members 
Mstep: Class 32 contains 6360 members 
Mstep: Class 33 contains 4247 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21544 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6320 members 
Mstep: Class 40 contains 40071 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14775 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15347 members 
Mstep: Class 47 contains 19306 members 
Mstep: Class 48 contains 4467 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566976.000000 Penalty: 165189.625000
Iteration 184Q: 50 clusters Score -1.22567e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6595 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 10975 members 
Mstep: Class 5 contains 37702 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15749 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9370 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36762 members 
Mstep: Class 14 contains 27200 members 
Mstep: Class 15 contains 14356 members 
Mstep: Class 16 contains 64234 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26920 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124102 members 
Mstep: Class 24 contains 17640 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 16456 members 
Mstep: Class 28 contains 4002 members 
Mstep: Class 29 contains 108591 members 
Mstep: Class 30 contains 9964 members 
Mstep: Class 31 contains 52091 members 
Mstep: Class 32 contains 6360 members 
Mstep: Class 33 contains 4247 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21548 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6317 members 
Mstep: Class 40 contains 40071 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14773 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15346 members 
Mstep: Class 47 contains 19392 members 
Mstep: Class 48 contains 4468 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122566976.000000 Penalty: 165189.625000
Iteration 185Q: 50 clusters Score -1.22567e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6595 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 10973 members 
Mstep: Class 5 contains 37700 members 
Mstep: Class 6 contains 6077 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15759 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9375 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36764 members 
Mstep: Class 14 contains 27183 members 
Mstep: Class 15 contains 14356 members 
Mstep: Class 16 contains 64227 members 
Mstep: Class 17 contains 3367 members 
Mstep: Class 18 contains 4020 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26918 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124054 members 
Mstep: Class 24 contains 17640 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 16453 members 
Mstep: Class 28 contains 4002 members 
Mstep: Class 29 contains 108564 members 
Mstep: Class 30 contains 9966 members 
Mstep: Class 31 contains 52084 members 
Mstep: Class 32 contains 6360 members 
Mstep: Class 33 contains 4247 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21552 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6316 members 
Mstep: Class 40 contains 40069 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14771 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15346 members 
Mstep: Class 47 contains 19490 members 
Mstep: Class 48 contains 4463 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567176.000000 Penalty: 165189.625000
Iteration 186Q: 50 clusters Score -1.225672e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6595 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 10969 members 
Mstep: Class 5 contains 37695 members 
Mstep: Class 6 contains 6077 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15766 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36771 members 
Mstep: Class 14 contains 27171 members 
Mstep: Class 15 contains 14356 members 
Mstep: Class 16 contains 64228 members 
Mstep: Class 17 contains 3369 members 
Mstep: Class 18 contains 4023 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26916 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 124005 members 
Mstep: Class 24 contains 17640 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9860 members 
Mstep: Class 27 contains 16451 members 
Mstep: Class 28 contains 4001 members 
Mstep: Class 29 contains 108532 members 
Mstep: Class 30 contains 9964 members 
Mstep: Class 31 contains 52078 members 
Mstep: Class 32 contains 6360 members 
Mstep: Class 33 contains 4248 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21557 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6316 members 
Mstep: Class 40 contains 40068 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14770 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15346 members 
Mstep: Class 47 contains 19580 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567168.000000 Penalty: 165189.625000
Iteration 187Q: 50 clusters Score -1.225672e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6595 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 10964 members 
Mstep: Class 5 contains 37692 members 
Mstep: Class 6 contains 6077 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15769 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36775 members 
Mstep: Class 14 contains 27148 members 
Mstep: Class 15 contains 14354 members 
Mstep: Class 16 contains 64231 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4027 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12828 members 
Mstep: Class 21 contains 26915 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123961 members 
Mstep: Class 24 contains 17640 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9860 members 
Mstep: Class 27 contains 16450 members 
Mstep: Class 28 contains 4000 members 
Mstep: Class 29 contains 108516 members 
Mstep: Class 30 contains 9964 members 
Mstep: Class 31 contains 52073 members 
Mstep: Class 32 contains 6359 members 
Mstep: Class 33 contains 4249 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21560 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6316 members 
Mstep: Class 40 contains 40069 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14768 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15345 members 
Mstep: Class 47 contains 19666 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567344.000000 Penalty: 165189.625000
Iteration 188Q: 50 clusters Score -1.225673e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6596 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 10957 members 
Mstep: Class 5 contains 37690 members 
Mstep: Class 6 contains 6077 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15775 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36781 members 
Mstep: Class 14 contains 27130 members 
Mstep: Class 15 contains 14353 members 
Mstep: Class 16 contains 64241 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4030 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12827 members 
Mstep: Class 21 contains 26915 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123905 members 
Mstep: Class 24 contains 17640 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9861 members 
Mstep: Class 27 contains 16453 members 
Mstep: Class 28 contains 4000 members 
Mstep: Class 29 contains 108502 members 
Mstep: Class 30 contains 9963 members 
Mstep: Class 31 contains 52056 members 
Mstep: Class 32 contains 6359 members 
Mstep: Class 33 contains 4251 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21560 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6316 members 
Mstep: Class 40 contains 40070 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14766 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15345 members 
Mstep: Class 47 contains 19752 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567280.000000 Penalty: 165189.625000
Iteration 189Q: 50 clusters Score -1.225673e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6596 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 10954 members 
Mstep: Class 5 contains 37682 members 
Mstep: Class 6 contains 6077 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15780 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36785 members 
Mstep: Class 14 contains 27116 members 
Mstep: Class 15 contains 14352 members 
Mstep: Class 16 contains 64251 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4030 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26915 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123864 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9861 members 
Mstep: Class 27 contains 16452 members 
Mstep: Class 28 contains 4000 members 
Mstep: Class 29 contains 108489 members 
Mstep: Class 30 contains 9957 members 
Mstep: Class 31 contains 52051 members 
Mstep: Class 32 contains 6359 members 
Mstep: Class 33 contains 4252 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21565 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6315 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14762 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15346 members 
Mstep: Class 47 contains 19820 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567432.000000 Penalty: 165189.625000
Iteration 190Q: 50 clusters Score -1.225674e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6597 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 37683 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15790 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36788 members 
Mstep: Class 14 contains 27098 members 
Mstep: Class 15 contains 14350 members 
Mstep: Class 16 contains 64264 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4031 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26918 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123806 members 
Mstep: Class 24 contains 17639 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9860 members 
Mstep: Class 27 contains 16450 members 
Mstep: Class 28 contains 3999 members 
Mstep: Class 29 contains 108486 members 
Mstep: Class 30 contains 9955 members 
Mstep: Class 31 contains 52038 members 
Mstep: Class 32 contains 6359 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21565 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6315 members 
Mstep: Class 40 contains 40075 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14762 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15346 members 
Mstep: Class 47 contains 19888 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567424.000000 Penalty: 165189.625000
Iteration 191Q: 50 clusters Score -1.225674e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6596 members 
Mstep: Class 3 contains 4959 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 37682 members 
Mstep: Class 6 contains 6078 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15797 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36793 members 
Mstep: Class 14 contains 27079 members 
Mstep: Class 15 contains 14350 members 
Mstep: Class 16 contains 64277 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4031 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26918 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123751 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9861 members 
Mstep: Class 27 contains 16452 members 
Mstep: Class 28 contains 3998 members 
Mstep: Class 29 contains 108476 members 
Mstep: Class 30 contains 9955 members 
Mstep: Class 31 contains 52027 members 
Mstep: Class 32 contains 6359 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21565 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6314 members 
Mstep: Class 40 contains 40074 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14762 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15346 members 
Mstep: Class 47 contains 19960 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567320.000000 Penalty: 165189.625000
Iteration 192Q: 50 clusters Score -1.225673e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6594 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10949 members 
Mstep: Class 5 contains 37680 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15798 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36800 members 
Mstep: Class 14 contains 27053 members 
Mstep: Class 15 contains 14347 members 
Mstep: Class 16 contains 64283 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4032 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26920 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123708 members 
Mstep: Class 24 contains 17640 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9861 members 
Mstep: Class 27 contains 16452 members 
Mstep: Class 28 contains 3997 members 
Mstep: Class 29 contains 108463 members 
Mstep: Class 30 contains 9954 members 
Mstep: Class 31 contains 52013 members 
Mstep: Class 32 contains 6359 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21566 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6314 members 
Mstep: Class 40 contains 40079 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14762 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15346 members 
Mstep: Class 47 contains 20044 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567416.000000 Penalty: 165189.625000
Iteration 193Q: 50 clusters Score -1.225674e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6595 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10946 members 
Mstep: Class 5 contains 37680 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15799 members 
Mstep: Class 9 contains 6616 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36805 members 
Mstep: Class 14 contains 27030 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64289 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4033 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26923 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123662 members 
Mstep: Class 24 contains 17639 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9861 members 
Mstep: Class 27 contains 16450 members 
Mstep: Class 28 contains 3997 members 
Mstep: Class 29 contains 108446 members 
Mstep: Class 30 contains 9954 members 
Mstep: Class 31 contains 52007 members 
Mstep: Class 32 contains 6359 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21565 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6313 members 
Mstep: Class 40 contains 40078 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14761 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 20126 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567336.000000 Penalty: 165189.625000
Iteration 194Q: 50 clusters Score -1.225673e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6597 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10942 members 
Mstep: Class 5 contains 37678 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15800 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36810 members 
Mstep: Class 14 contains 27014 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64302 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4034 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26926 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123610 members 
Mstep: Class 24 contains 17639 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9861 members 
Mstep: Class 27 contains 16450 members 
Mstep: Class 28 contains 3997 members 
Mstep: Class 29 contains 108426 members 
Mstep: Class 30 contains 9952 members 
Mstep: Class 31 contains 51999 members 
Mstep: Class 32 contains 6359 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21564 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6312 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14760 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 20208 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567480.000000 Penalty: 165189.625000
Iteration 195Q: 50 clusters Score -1.225675e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6598 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10939 members 
Mstep: Class 5 contains 37674 members 
Mstep: Class 6 contains 6081 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15803 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36814 members 
Mstep: Class 14 contains 26997 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64315 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4035 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26925 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123571 members 
Mstep: Class 24 contains 17640 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9860 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 3997 members 
Mstep: Class 29 contains 108413 members 
Mstep: Class 30 contains 9951 members 
Mstep: Class 31 contains 51993 members 
Mstep: Class 32 contains 6359 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21566 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6313 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14764 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 20270 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567320.000000 Penalty: 165189.625000
Iteration 196Q: 50 clusters Score -1.225673e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6599 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10938 members 
Mstep: Class 5 contains 37674 members 
Mstep: Class 6 contains 6081 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15812 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36814 members 
Mstep: Class 14 contains 26980 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64328 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4038 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26927 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123523 members 
Mstep: Class 24 contains 17640 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 3996 members 
Mstep: Class 29 contains 108391 members 
Mstep: Class 30 contains 9948 members 
Mstep: Class 31 contains 51987 members 
Mstep: Class 32 contains 6360 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21567 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6311 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14764 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 20340 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567368.000000 Penalty: 165189.625000
Iteration 197Q: 50 clusters Score -1.225674e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6600 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10937 members 
Mstep: Class 5 contains 37678 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15814 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36816 members 
Mstep: Class 14 contains 26969 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64342 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4040 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26929 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123462 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9857 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 3996 members 
Mstep: Class 29 contains 108370 members 
Mstep: Class 30 contains 9943 members 
Mstep: Class 31 contains 51977 members 
Mstep: Class 32 contains 6360 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21566 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6310 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14767 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 20423 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567456.000000 Penalty: 165189.625000
Iteration 198Q: 50 clusters Score -1.225675e+08 nChanged 156
Entering ConstructFrom: 
Score: -122567456.000000 Penalty: 165189.625000
Entering ConstructFrom: 
Trying to split cluster 1 (12256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Entering Unmasked Estep 
Score: -1976112.500000 Penalty: 2334.615234
	Iteration 0F: 2 clusters Score -1976112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1966988.750000 Penalty: 4669.230469
	Iteration 0F: 3 clusters Score -1966989 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1969720.000000 Penalty: 4669.230469
	Iteration 1F: 3 clusters Score -1969720 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1970066.875000 Penalty: 4669.230469
	Iteration 2F: 3 clusters Score -1970067 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1970347.125000 Penalty: 4669.230469
	Iteration 3Q: 3 clusters Score -1970347 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1970599.375000 Penalty: 4669.230469
	Iteration 4Q: 3 clusters Score -1970599 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1970824.500000 Penalty: 4669.230469
	Iteration 5Q: 3 clusters Score -1970824 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1971023.625000 Penalty: 4669.230469
	Iteration 6Q: 3 clusters Score -1971024 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1971252.375000 Penalty: 4669.230469
	Iteration 7Q: 3 clusters Score -1971252 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1971543.625000 Penalty: 4669.230469
	Iteration 8Q: 3 clusters Score -1971544 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1971829.250000 Penalty: 4669.230469
	Iteration 9Q: 3 clusters Score -1971829 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1972176.750000 Penalty: 4669.230469
	Iteration 10Q: 3 clusters Score -1972177 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1972559.625000 Penalty: 4669.230469
	Iteration 11Q: 3 clusters Score -1972560 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1972930.125000 Penalty: 4669.230469
	Iteration 12Q: 3 clusters Score -1972930 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1973284.000000 Penalty: 4669.230469
	Iteration 13Q: 3 clusters Score -1973284 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1973600.000000 Penalty: 4669.230469
	Iteration 14Q: 3 clusters Score -1973600 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1973866.375000 Penalty: 4669.230469
	Iteration 15Q: 3 clusters Score -1973866 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1974065.500000 Penalty: 4669.230469
	Iteration 16Q: 3 clusters Score -1974066 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1974170.625000 Penalty: 4669.230469
	Iteration 17Q: 3 clusters Score -1974171 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1974251.625000 Penalty: 4669.230469
	Iteration 18Q: 3 clusters Score -1974252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1974312.000000 Penalty: 4669.230469
	Iteration 19Q: 3 clusters Score -1974312 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1974368.875000 Penalty: 4669.230469
	Iteration 20F: 3 clusters Score -1974369 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1974409.500000 Penalty: 4669.230469
	Iteration 21Q: 3 clusters Score -1974410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1974446.625000 Penalty: 4669.230469
	Iteration 22Q: 3 clusters Score -1974447 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1974466.375000 Penalty: 4669.230469
	Iteration 23Q: 3 clusters Score -1974466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1974481.250000 Penalty: 4669.230469
	Iteration 24Q: 3 clusters Score -1974481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1974498.125000 Penalty: 4669.230469
	Iteration 25Q: 3 clusters Score -1974498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1974505.875000 Penalty: 4669.230469
	Iteration 26Q: 3 clusters Score -1974506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1974508.750000 Penalty: 4669.230469
	Iteration 27Q: 3 clusters Score -1974509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1974514.375000 Penalty: 4669.230469
	Iteration 28Q: 3 clusters Score -1974514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1974523.375000 Penalty: 4669.230469
	Iteration 29Q: 3 clusters Score -1974523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1974523.750000 Penalty: 4669.230469
	Iteration 30Q: 3 clusters Score -1974524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1974520.375000 Penalty: 4669.230469
	Iteration 31Q: 3 clusters Score -1974520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1974520.625000 Penalty: 4669.230469
	Iteration 32Q: 3 clusters Score -1974521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1974524.750000 Penalty: 4669.230469
	Iteration 33Q: 3 clusters Score -1974525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1974528.000000 Penalty: 4669.230469
	Iteration 34Q: 3 clusters Score -1974528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1974526.750000 Penalty: 4669.230469
	Iteration 35Q: 3 clusters Score -1974527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1974526.750000 Penalty: 4669.230469
	Iteration 36F: 3 clusters Score -1974527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Entering Unmasked Estep 
Score: -1004285.312500 Penalty: 2181.116455
	Iteration 0F: 2 clusters Score -1004285 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 3332 members 
Entering Unmasked Estep 
Score: -998815.687500 Penalty: 4362.232910
	Iteration 0F: 3 clusters Score -998815.7 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1000656.500000 Penalty: 4362.232910
	Iteration 1F: 3 clusters Score -1000656 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1001248.312500 Penalty: 4362.232910
	Iteration 2F: 3 clusters Score -1001248 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1001754.437500 Penalty: 4362.232910
	Iteration 3F: 3 clusters Score -1001754 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1002128.812500 Penalty: 4362.232910
	Iteration 4F: 3 clusters Score -1002129 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1002415.562500 Penalty: 4362.232910
	Iteration 5F: 3 clusters Score -1002416 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1002619.812500 Penalty: 4362.232910
	Iteration 6Q: 3 clusters Score -1002620 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1002770.750000 Penalty: 4362.232910
	Iteration 7Q: 3 clusters Score -1002771 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1002900.750000 Penalty: 4362.232910
	Iteration 8Q: 3 clusters Score -1002901 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1002997.687500 Penalty: 4362.232910
	Iteration 9Q: 3 clusters Score -1002998 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1003084.562500 Penalty: 4362.232910
	Iteration 10Q: 3 clusters Score -1003085 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1003152.187500 Penalty: 4362.232910
	Iteration 11Q: 3 clusters Score -1003152 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1003200.312500 Penalty: 4362.232910
	Iteration 12Q: 3 clusters Score -1003200 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1003243.562500 Penalty: 4362.232910
	Iteration 13Q: 3 clusters Score -1003244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1003276.250000 Penalty: 4362.232910
	Iteration 14Q: 3 clusters Score -1003276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1003301.125000 Penalty: 4362.232910
	Iteration 15Q: 3 clusters Score -1003301 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1003325.750000 Penalty: 4362.232910
	Iteration 16Q: 3 clusters Score -1003326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1003344.000000 Penalty: 4362.232910
	Iteration 17Q: 3 clusters Score -1003344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1003353.500000 Penalty: 4362.232910
	Iteration 18Q: 3 clusters Score -1003354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1003365.937500 Penalty: 4362.232910
	Iteration 19Q: 3 clusters Score -1003366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1003371.937500 Penalty: 4362.232910
	Iteration 20F: 3 clusters Score -1003372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1003376.187500 Penalty: 4362.232910
	Iteration 21Q: 3 clusters Score -1003376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1003383.125000 Penalty: 4362.232910
	Iteration 22Q: 3 clusters Score -1003383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1003393.062500 Penalty: 4362.232910
	Iteration 23Q: 3 clusters Score -1003393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1003407.187500 Penalty: 4362.232910
	Iteration 24Q: 3 clusters Score -1003407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1003415.250000 Penalty: 4362.232910
	Iteration 25Q: 3 clusters Score -1003415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1003425.500000 Penalty: 4362.232910
	Iteration 26Q: 3 clusters Score -1003426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1003434.375000 Penalty: 4362.232910
	Iteration 27Q: 3 clusters Score -1003434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1003444.937500 Penalty: 4362.232910
	Iteration 28Q: 3 clusters Score -1003445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1003457.500000 Penalty: 4362.232910
	Iteration 29Q: 3 clusters Score -1003458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1003465.437500 Penalty: 4362.232910
	Iteration 30Q: 3 clusters Score -1003465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1003474.312500 Penalty: 4362.232910
	Iteration 31Q: 3 clusters Score -1003474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1003479.500000 Penalty: 4362.232910
	Iteration 32Q: 3 clusters Score -1003480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1003481.250000 Penalty: 4362.232910
	Iteration 33Q: 3 clusters Score -1003481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1003482.437500 Penalty: 4362.232910
	Iteration 34Q: 3 clusters Score -1003482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1003485.000000 Penalty: 4362.232910
	Iteration 35Q: 3 clusters Score -1003485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1003486.062500 Penalty: 4362.232910
	Iteration 36Q: 3 clusters Score -1003486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1003491.625000 Penalty: 4362.232910
	Iteration 37Q: 3 clusters Score -1003492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1003492.312500 Penalty: 4362.232910
	Iteration 38Q: 3 clusters Score -1003492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1003495.062500 Penalty: 4362.232910
	Iteration 39Q: 3 clusters Score -1003495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1003500.875000 Penalty: 4362.232910
	Iteration 40F: 3 clusters Score -1003501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1003507.250000 Penalty: 4362.232910
	Iteration 41Q: 3 clusters Score -1003507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1003513.062500 Penalty: 4362.232910
	Iteration 42Q: 3 clusters Score -1003513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1003517.250000 Penalty: 4362.232910
	Iteration 43Q: 3 clusters Score -1003517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1003521.000000 Penalty: 4362.232910
	Iteration 44Q: 3 clusters Score -1003521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1003521.250000 Penalty: 4362.232910
	Iteration 45Q: 3 clusters Score -1003521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1003522.812500 Penalty: 4362.232910
	Iteration 46Q: 3 clusters Score -1003523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1003526.312500 Penalty: 4362.232910
	Iteration 47Q: 3 clusters Score -1003526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1003528.437500 Penalty: 4362.232910
	Iteration 48Q: 3 clusters Score -1003528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1003531.562500 Penalty: 4362.232910
	Iteration 49Q: 3 clusters Score -1003532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1003532.500000 Penalty: 4362.232910
	Iteration 50Q: 3 clusters Score -1003532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1003536.187500 Penalty: 4362.232910
	Iteration 51Q: 3 clusters Score -1003536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1003536.812500 Penalty: 4362.232910
	Iteration 52Q: 3 clusters Score -1003537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1003540.125000 Penalty: 4362.232910
	Iteration 53Q: 3 clusters Score -1003540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1003543.812500 Penalty: 4362.232910
	Iteration 54Q: 3 clusters Score -1003544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1003544.750000 Penalty: 4362.232910
	Iteration 55Q: 3 clusters Score -1003545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1003546.062500 Penalty: 4362.232910
	Iteration 56Q: 3 clusters Score -1003546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1003547.812500 Penalty: 4362.232910
	Iteration 57Q: 3 clusters Score -1003548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1003547.937500 Penalty: 4362.232910
	Iteration 58Q: 3 clusters Score -1003548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1003547.250000 Penalty: 4362.232910
	Iteration 59Q: 3 clusters Score -1003547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1003547.250000 Penalty: 4362.232910
	Iteration 60F: 3 clusters Score -1003547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Entering Unmasked Estep 
Score: -777063.500000 Penalty: 2110.171875
	Iteration 0F: 2 clusters Score -777063.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -772579.250000 Penalty: 4220.343750
	Iteration 0F: 3 clusters Score -772579.2 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -773663.187500 Penalty: 4220.343750
	Iteration 1F: 3 clusters Score -773663.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -773930.125000 Penalty: 4220.343750
	Iteration 2F: 3 clusters Score -773930.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -774118.625000 Penalty: 4220.343750
	Iteration 3F: 3 clusters Score -774118.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -774257.187500 Penalty: 4220.343750
	Iteration 4Q: 3 clusters Score -774257.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -774397.875000 Penalty: 4220.343750
	Iteration 5Q: 3 clusters Score -774397.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -774512.625000 Penalty: 4220.343750
	Iteration 6Q: 3 clusters Score -774512.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -774640.062500 Penalty: 4220.343750
	Iteration 7Q: 3 clusters Score -774640.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -774748.437500 Penalty: 4220.343750
	Iteration 8Q: 3 clusters Score -774748.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -774840.937500 Penalty: 4220.343750
	Iteration 9Q: 3 clusters Score -774840.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -774919.250000 Penalty: 4220.343750
	Iteration 10Q: 3 clusters Score -774919.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -774987.687500 Penalty: 4220.343750
	Iteration 11Q: 3 clusters Score -774987.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -775029.312500 Penalty: 4220.343750
	Iteration 12Q: 3 clusters Score -775029.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -775067.500000 Penalty: 4220.343750
	Iteration 13Q: 3 clusters Score -775067.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -775091.875000 Penalty: 4220.343750
	Iteration 14Q: 3 clusters Score -775091.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -775111.187500 Penalty: 4220.343750
	Iteration 15Q: 3 clusters Score -775111.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -775128.500000 Penalty: 4220.343750
	Iteration 16Q: 3 clusters Score -775128.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -775141.312500 Penalty: 4220.343750
	Iteration 17Q: 3 clusters Score -775141.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -775155.500000 Penalty: 4220.343750
	Iteration 18Q: 3 clusters Score -775155.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -775166.062500 Penalty: 4220.343750
	Iteration 19Q: 3 clusters Score -775166.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -775182.625000 Penalty: 4220.343750
	Iteration 20F: 3 clusters Score -775182.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -775198.687500 Penalty: 4220.343750
	Iteration 21Q: 3 clusters Score -775198.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -775211.875000 Penalty: 4220.343750
	Iteration 22Q: 3 clusters Score -775211.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -775221.250000 Penalty: 4220.343750
	Iteration 23Q: 3 clusters Score -775221.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -775230.812500 Penalty: 4220.343750
	Iteration 24Q: 3 clusters Score -775230.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -775234.250000 Penalty: 4220.343750
	Iteration 25Q: 3 clusters Score -775234.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -775241.625000 Penalty: 4220.343750
	Iteration 26Q: 3 clusters Score -775241.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -775242.750000 Penalty: 4220.343750
	Iteration 27Q: 3 clusters Score -775242.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -775244.625000 Penalty: 4220.343750
	Iteration 28Q: 3 clusters Score -775244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -775247.812500 Penalty: 4220.343750
	Iteration 29Q: 3 clusters Score -775247.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -775249.812500 Penalty: 4220.343750
	Iteration 30Q: 3 clusters Score -775249.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -775251.375000 Penalty: 4220.343750
	Iteration 31Q: 3 clusters Score -775251.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -775251.875000 Penalty: 4220.343750
	Iteration 32Q: 3 clusters Score -775251.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -775253.437500 Penalty: 4220.343750
	Iteration 33Q: 3 clusters Score -775253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -775253.437500 Penalty: 4220.343750
	Iteration 34Q: 3 clusters Score -775253.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -775255.375000 Penalty: 4220.343750
	Iteration 35Q: 3 clusters Score -775255.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -775256.812500 Penalty: 4220.343750
	Iteration 36Q: 3 clusters Score -775256.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -775257.312500 Penalty: 4220.343750
	Iteration 37Q: 3 clusters Score -775257.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -775257.000000 Penalty: 4220.343750
	Iteration 38Q: 3 clusters Score -775257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -775259.437500 Penalty: 4220.343750
	Iteration 39Q: 3 clusters Score -775259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -775261.562500 Penalty: 4220.343750
	Iteration 40F: 3 clusters Score -775261.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -775262.250000 Penalty: 4220.343750
	Iteration 41Q: 3 clusters Score -775262.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -775263.000000 Penalty: 4220.343750
	Iteration 42Q: 3 clusters Score -775263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -775262.187500 Penalty: 4220.343750
	Iteration 43Q: 3 clusters Score -775262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -775262.187500 Penalty: 4220.343750
	Iteration 44F: 3 clusters Score -775262.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Entering Unmasked Estep 
Score: -1592413.375000 Penalty: 2306.354248
	Iteration 0F: 2 clusters Score -1592413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1584215.625000 Penalty: 4612.708496
	Iteration 0F: 3 clusters Score -1584216 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1586839.000000 Penalty: 4612.708496
	Iteration 1F: 3 clusters Score -1586839 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1587414.875000 Penalty: 4612.708496
	Iteration 2F: 3 clusters Score -1587415 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1587888.750000 Penalty: 4612.708496
	Iteration 3F: 3 clusters Score -1587889 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1588334.750000 Penalty: 4612.708496
	Iteration 4F: 3 clusters Score -1588335 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1588751.625000 Penalty: 4612.708496
	Iteration 5F: 3 clusters Score -1588752 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1589113.750000 Penalty: 4612.708496
	Iteration 6F: 3 clusters Score -1589114 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1589459.750000 Penalty: 4612.708496
	Iteration 7Q: 3 clusters Score -1589460 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1589760.250000 Penalty: 4612.708496
	Iteration 8Q: 3 clusters Score -1589760 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1590003.875000 Penalty: 4612.708496
	Iteration 9Q: 3 clusters Score -1590004 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1590186.625000 Penalty: 4612.708496
	Iteration 10Q: 3 clusters Score -1590187 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1590302.250000 Penalty: 4612.708496
	Iteration 11Q: 3 clusters Score -1590302 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1590387.500000 Penalty: 4612.708496
	Iteration 12Q: 3 clusters Score -1590388 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1590449.625000 Penalty: 4612.708496
	Iteration 13Q: 3 clusters Score -1590450 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1590491.625000 Penalty: 4612.708496
	Iteration 14Q: 3 clusters Score -1590492 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1590527.125000 Penalty: 4612.708496
	Iteration 15Q: 3 clusters Score -1590527 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1590570.125000 Penalty: 4612.708496
	Iteration 16Q: 3 clusters Score -1590570 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1590616.625000 Penalty: 4612.708496
	Iteration 17Q: 3 clusters Score -1590617 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1590651.375000 Penalty: 4612.708496
	Iteration 18Q: 3 clusters Score -1590651 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1590691.500000 Penalty: 4612.708496
	Iteration 19Q: 3 clusters Score -1590692 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1590720.125000 Penalty: 4612.708496
	Iteration 20F: 3 clusters Score -1590720 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1590745.750000 Penalty: 4612.708496
	Iteration 21Q: 3 clusters Score -1590746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1590756.375000 Penalty: 4612.708496
	Iteration 22Q: 3 clusters Score -1590756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1590766.125000 Penalty: 4612.708496
	Iteration 23Q: 3 clusters Score -1590766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1590781.000000 Penalty: 4612.708496
	Iteration 24Q: 3 clusters Score -1590781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1590788.125000 Penalty: 4612.708496
	Iteration 25Q: 3 clusters Score -1590788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1590800.000000 Penalty: 4612.708496
	Iteration 26Q: 3 clusters Score -1590800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1590809.250000 Penalty: 4612.708496
	Iteration 27Q: 3 clusters Score -1590809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1590811.250000 Penalty: 4612.708496
	Iteration 28Q: 3 clusters Score -1590811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1590818.875000 Penalty: 4612.708496
	Iteration 29Q: 3 clusters Score -1590819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1590831.125000 Penalty: 4612.708496
	Iteration 30Q: 3 clusters Score -1590831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1590839.625000 Penalty: 4612.708496
	Iteration 31Q: 3 clusters Score -1590840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1590849.250000 Penalty: 4612.708496
	Iteration 32Q: 3 clusters Score -1590849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1590861.500000 Penalty: 4612.708496
	Iteration 33Q: 3 clusters Score -1590862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1590868.875000 Penalty: 4612.708496
	Iteration 34Q: 3 clusters Score -1590869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1590877.750000 Penalty: 4612.708496
	Iteration 35Q: 3 clusters Score -1590878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1590898.375000 Penalty: 4612.708496
	Iteration 36Q: 3 clusters Score -1590898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1590902.250000 Penalty: 4612.708496
	Iteration 37Q: 3 clusters Score -1590902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1590912.250000 Penalty: 4612.708496
	Iteration 38Q: 3 clusters Score -1590912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1590922.625000 Penalty: 4612.708496
	Iteration 39Q: 3 clusters Score -1590923 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1590928.375000 Penalty: 4612.708496
	Iteration 40F: 3 clusters Score -1590928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1590940.000000 Penalty: 4612.708496
	Iteration 41Q: 3 clusters Score -1590940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1590956.500000 Penalty: 4612.708496
	Iteration 42Q: 3 clusters Score -1590956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1590962.500000 Penalty: 4612.708496
	Iteration 43Q: 3 clusters Score -1590962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1590975.125000 Penalty: 4612.708496
	Iteration 44Q: 3 clusters Score -1590975 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1590985.250000 Penalty: 4612.708496
	Iteration 45Q: 3 clusters Score -1590985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1590996.500000 Penalty: 4612.708496
	Iteration 46Q: 3 clusters Score -1590996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1591005.250000 Penalty: 4612.708496
	Iteration 47Q: 3 clusters Score -1591005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1591008.625000 Penalty: 4612.708496
	Iteration 48Q: 3 clusters Score -1591009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1591016.750000 Penalty: 4612.708496
	Iteration 49Q: 3 clusters Score -1591017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1591018.125000 Penalty: 4612.708496
	Iteration 50Q: 3 clusters Score -1591018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1591025.625000 Penalty: 4612.708496
	Iteration 51Q: 3 clusters Score -1591026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1591027.875000 Penalty: 4612.708496
	Iteration 52Q: 3 clusters Score -1591028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1591029.500000 Penalty: 4612.708496
	Iteration 53Q: 3 clusters Score -1591030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1591035.125000 Penalty: 4612.708496
	Iteration 54Q: 3 clusters Score -1591035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1591032.875000 Penalty: 4612.708496
	Iteration 55Q: 3 clusters Score -1591033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1591042.500000 Penalty: 4612.708496
	Iteration 56Q: 3 clusters Score -1591042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1591044.625000 Penalty: 4612.708496
	Iteration 57Q: 3 clusters Score -1591045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1591057.375000 Penalty: 4612.708496
	Iteration 58Q: 3 clusters Score -1591057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1591059.000000 Penalty: 4612.708496
	Iteration 59Q: 3 clusters Score -1591059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1591064.125000 Penalty: 4612.708496
	Iteration 60F: 3 clusters Score -1591064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1591065.500000 Penalty: 4612.708496
	Iteration 61Q: 3 clusters Score -1591066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1591068.250000 Penalty: 4612.708496
	Iteration 62Q: 3 clusters Score -1591068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1591067.750000 Penalty: 4612.708496
	Iteration 63Q: 3 clusters Score -1591068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1591067.625000 Penalty: 4612.708496
	Iteration 64Q: 3 clusters Score -1591068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1591070.125000 Penalty: 4612.708496
	Iteration 65Q: 3 clusters Score -1591070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1591073.500000 Penalty: 4612.708496
	Iteration 66Q: 3 clusters Score -1591074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1591074.500000 Penalty: 4612.708496
	Iteration 67Q: 3 clusters Score -1591074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1591075.750000 Penalty: 4612.708496
	Iteration 68Q: 3 clusters Score -1591076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1591080.875000 Penalty: 4612.708496
	Iteration 69Q: 3 clusters Score -1591081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1591083.875000 Penalty: 4612.708496
	Iteration 70Q: 3 clusters Score -1591084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1591085.000000 Penalty: 4612.708496
	Iteration 71Q: 3 clusters Score -1591085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1591086.750000 Penalty: 4612.708496
	Iteration 72Q: 3 clusters Score -1591087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1591091.125000 Penalty: 4612.708496
	Iteration 73Q: 3 clusters Score -1591091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1591095.000000 Penalty: 4612.708496
	Iteration 74Q: 3 clusters Score -1591095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1591102.250000 Penalty: 4612.708496
	Iteration 75Q: 3 clusters Score -1591102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1591102.000000 Penalty: 4612.708496
	Iteration 76Q: 3 clusters Score -1591102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1591104.375000 Penalty: 4612.708496
	Iteration 77Q: 3 clusters Score -1591104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1591108.000000 Penalty: 4612.708496
	Iteration 78Q: 3 clusters Score -1591108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1591112.250000 Penalty: 4612.708496
	Iteration 79Q: 3 clusters Score -1591112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1591115.375000 Penalty: 4612.708496
	Iteration 80F: 3 clusters Score -1591115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1591113.625000 Penalty: 4612.708496
	Iteration 81Q: 3 clusters Score -1591114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1591113.750000 Penalty: 4612.708496
	Iteration 82Q: 3 clusters Score -1591114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1591115.250000 Penalty: 4612.708496
	Iteration 83Q: 3 clusters Score -1591115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1591115.250000 Penalty: 4612.708496
	Iteration 84Q: 3 clusters Score -1591115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1591115.250000 Penalty: 4612.708496
	Iteration 85F: 3 clusters Score -1591115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Entering Unmasked Estep 
Score: -5935913.000000 Penalty: 2613.134277
	Iteration 0F: 2 clusters Score -5935913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -5910382.000000 Penalty: 5226.268555
	Iteration 0F: 3 clusters Score -5910382 nChanged 17130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -5919752.500000 Penalty: 5226.268555
	Iteration 1F: 3 clusters Score -5919752 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -5920445.000000 Penalty: 5226.268555
	Iteration 2Q: 3 clusters Score -5920445 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -5921139.500000 Penalty: 5226.268555
	Iteration 3Q: 3 clusters Score -5921140 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -5921871.500000 Penalty: 5226.268555
	Iteration 4Q: 3 clusters Score -5921872 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -5922724.500000 Penalty: 5226.268555
	Iteration 5Q: 3 clusters Score -5922724 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -5923683.500000 Penalty: 5226.268555
	Iteration 6F: 3 clusters Score -5923684 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -5924656.000000 Penalty: 5226.268555
	Iteration 7F: 3 clusters Score -5924656 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -5925620.000000 Penalty: 5226.268555
	Iteration 8F: 3 clusters Score -5925620 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -5926641.000000 Penalty: 5226.268555
	Iteration 9Q: 3 clusters Score -5926641 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -5927591.500000 Penalty: 5226.268555
	Iteration 10Q: 3 clusters Score -5927592 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -5928543.000000 Penalty: 5226.268555
	Iteration 11Q: 3 clusters Score -5928543 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -5929518.000000 Penalty: 5226.268555
	Iteration 12Q: 3 clusters Score -5929518 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -5930601.500000 Penalty: 5226.268555
	Iteration 13Q: 3 clusters Score -5930602 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -5931616.500000 Penalty: 5226.268555
	Iteration 14Q: 3 clusters Score -5931616 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -5932349.000000 Penalty: 5226.268555
	Iteration 15Q: 3 clusters Score -5932349 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -5932873.500000 Penalty: 5226.268555
	Iteration 16Q: 3 clusters Score -5932874 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -5933205.500000 Penalty: 5226.268555
	Iteration 17Q: 3 clusters Score -5933206 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -5933451.000000 Penalty: 5226.268555
	Iteration 18Q: 3 clusters Score -5933451 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -5933638.000000 Penalty: 5226.268555
	Iteration 19Q: 3 clusters Score -5933638 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -5933794.500000 Penalty: 5226.268555
	Iteration 20F: 3 clusters Score -5933794 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -5933900.000000 Penalty: 5226.268555
	Iteration 21Q: 3 clusters Score -5933900 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -5933973.500000 Penalty: 5226.268555
	Iteration 22Q: 3 clusters Score -5933974 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -5934030.500000 Penalty: 5226.268555
	Iteration 23Q: 3 clusters Score -5934030 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -5934057.500000 Penalty: 5226.268555
	Iteration 24Q: 3 clusters Score -5934058 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -5934105.500000 Penalty: 5226.268555
	Iteration 25Q: 3 clusters Score -5934106 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -5934129.000000 Penalty: 5226.268555
	Iteration 26Q: 3 clusters Score -5934129 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -5934161.500000 Penalty: 5226.268555
	Iteration 27Q: 3 clusters Score -5934162 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -5934190.000000 Penalty: 5226.268555
	Iteration 28Q: 3 clusters Score -5934190 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -5934229.000000 Penalty: 5226.268555
	Iteration 29Q: 3 clusters Score -5934229 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -5934256.000000 Penalty: 5226.268555
	Iteration 30Q: 3 clusters Score -5934256 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -5934258.500000 Penalty: 5226.268555
	Iteration 31Q: 3 clusters Score -5934258 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -5934271.000000 Penalty: 5226.268555
	Iteration 32Q: 3 clusters Score -5934271 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -5934272.000000 Penalty: 5226.268555
	Iteration 33Q: 3 clusters Score -5934272 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -5934276.000000 Penalty: 5226.268555
	Iteration 34Q: 3 clusters Score -5934276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -5934265.500000 Penalty: 5226.268555
	Iteration 35Q: 3 clusters Score -5934266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -5934275.500000 Penalty: 5226.268555
	Iteration 36Q: 3 clusters Score -5934276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -5934277.000000 Penalty: 5226.268555
	Iteration 37Q: 3 clusters Score -5934277 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -5934274.500000 Penalty: 5226.268555
	Iteration 38Q: 3 clusters Score -5934274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -5934295.500000 Penalty: 5226.268555
	Iteration 39Q: 3 clusters Score -5934296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -5934302.000000 Penalty: 5226.268555
	Iteration 40F: 3 clusters Score -5934302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -5934295.000000 Penalty: 5226.268555
	Iteration 41Q: 3 clusters Score -5934295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -5934308.500000 Penalty: 5226.268555
	Iteration 42Q: 3 clusters Score -5934308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -5934293.500000 Penalty: 5226.268555
	Iteration 43Q: 3 clusters Score -5934294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -5934300.000000 Penalty: 5226.268555
	Iteration 44Q: 3 clusters Score -5934300 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -5934297.000000 Penalty: 5226.268555
	Iteration 45Q: 3 clusters Score -5934297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -5934302.500000 Penalty: 5226.268555
	Iteration 46Q: 3 clusters Score -5934302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -5934299.500000 Penalty: 5226.268555
	Iteration 47Q: 3 clusters Score -5934300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -5934312.000000 Penalty: 5226.268555
	Iteration 48Q: 3 clusters Score -5934312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -5934322.000000 Penalty: 5226.268555
	Iteration 49Q: 3 clusters Score -5934322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -5934340.000000 Penalty: 5226.268555
	Iteration 50Q: 3 clusters Score -5934340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -5934339.500000 Penalty: 5226.268555
	Iteration 51Q: 3 clusters Score -5934340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -5934337.000000 Penalty: 5226.268555
	Iteration 52Q: 3 clusters Score -5934337 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -5934336.000000 Penalty: 5226.268555
	Iteration 53Q: 3 clusters Score -5934336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -5934337.500000 Penalty: 5226.268555
	Iteration 54Q: 3 clusters Score -5934338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -5934335.500000 Penalty: 5226.268555
	Iteration 55Q: 3 clusters Score -5934336 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -5934354.500000 Penalty: 5226.268555
	Iteration 56Q: 3 clusters Score -5934354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -5934356.500000 Penalty: 5226.268555
	Iteration 57Q: 3 clusters Score -5934356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -5934376.000000 Penalty: 5226.268555
	Iteration 58Q: 3 clusters Score -5934376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -5934365.500000 Penalty: 5226.268555
	Iteration 59Q: 3 clusters Score -5934366 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -5934368.500000 Penalty: 5226.268555
	Iteration 60F: 3 clusters Score -5934368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -5934383.000000 Penalty: 5226.268555
	Iteration 61Q: 3 clusters Score -5934383 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -5934378.000000 Penalty: 5226.268555
	Iteration 62Q: 3 clusters Score -5934378 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -5934387.500000 Penalty: 5226.268555
	Iteration 63Q: 3 clusters Score -5934388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -5934398.500000 Penalty: 5226.268555
	Iteration 64Q: 3 clusters Score -5934398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -5934399.500000 Penalty: 5226.268555
	Iteration 65Q: 3 clusters Score -5934400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -5934413.000000 Penalty: 5226.268555
	Iteration 66Q: 3 clusters Score -5934413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -5934410.000000 Penalty: 5226.268555
	Iteration 67Q: 3 clusters Score -5934410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -5934414.500000 Penalty: 5226.268555
	Iteration 68Q: 3 clusters Score -5934414 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -5934425.000000 Penalty: 5226.268555
	Iteration 69Q: 3 clusters Score -5934425 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -5934431.000000 Penalty: 5226.268555
	Iteration 70Q: 3 clusters Score -5934431 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -5934437.000000 Penalty: 5226.268555
	Iteration 71Q: 3 clusters Score -5934437 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -5934428.500000 Penalty: 5226.268555
	Iteration 72Q: 3 clusters Score -5934428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -5934419.000000 Penalty: 5226.268555
	Iteration 73Q: 3 clusters Score -5934419 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -5934436.500000 Penalty: 5226.268555
	Iteration 74Q: 3 clusters Score -5934436 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -5934450.000000 Penalty: 5226.268555
	Iteration 75Q: 3 clusters Score -5934450 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -5934469.000000 Penalty: 5226.268555
	Iteration 76Q: 3 clusters Score -5934469 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -5934455.000000 Penalty: 5226.268555
	Iteration 77Q: 3 clusters Score -5934455 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -5934481.000000 Penalty: 5226.268555
	Iteration 78Q: 3 clusters Score -5934481 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -5934481.500000 Penalty: 5226.268555
	Iteration 79Q: 3 clusters Score -5934482 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -5934494.500000 Penalty: 5226.268555
	Iteration 80F: 3 clusters Score -5934494 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -5934502.500000 Penalty: 5226.268555
	Iteration 81Q: 3 clusters Score -5934502 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -5934523.000000 Penalty: 5226.268555
	Iteration 82Q: 3 clusters Score -5934523 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -5934518.500000 Penalty: 5226.268555
	Iteration 83Q: 3 clusters Score -5934518 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -5934505.000000 Penalty: 5226.268555
	Iteration 84Q: 3 clusters Score -5934505 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -5934535.500000 Penalty: 5226.268555
	Iteration 85Q: 3 clusters Score -5934536 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -5934565.000000 Penalty: 5226.268555
	Iteration 86Q: 3 clusters Score -5934565 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -5934589.500000 Penalty: 5226.268555
	Iteration 87Q: 3 clusters Score -5934590 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -5934588.000000 Penalty: 5226.268555
	Iteration 88Q: 3 clusters Score -5934588 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -5934609.000000 Penalty: 5226.268555
	Iteration 89Q: 3 clusters Score -5934609 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -5934648.000000 Penalty: 5226.268555
	Iteration 90Q: 3 clusters Score -5934648 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -5934648.500000 Penalty: 5226.268555
	Iteration 91Q: 3 clusters Score -5934648 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -5934638.500000 Penalty: 5226.268555
	Iteration 92Q: 3 clusters Score -5934638 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -5934668.500000 Penalty: 5226.268555
	Iteration 93Q: 3 clusters Score -5934668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -5934671.500000 Penalty: 5226.268555
	Iteration 94Q: 3 clusters Score -5934672 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -5934691.500000 Penalty: 5226.268555
	Iteration 95Q: 3 clusters Score -5934692 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5934692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5934689 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5934689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5934684 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5934695 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5934705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5934714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5934714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5934718 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5934706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5934718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5934722 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5934725 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5934732 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5934732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5934735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5934727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5934731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5934728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5934740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5934738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5934732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5934736 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5934739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5934739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5934744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5934742 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5934746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5934752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5934750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5934758 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5934757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5934744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5934746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5934744 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5934751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5934746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5934734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5934753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5934744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5934748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5934747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5934752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5934755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5934758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5934755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5934768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5934760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5934756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5934752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5934762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5934759 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5934753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5934750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5934745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5934754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5934752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5934758 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5934760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5934761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5934756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5934759 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5934757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5934748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -5934749.500000 Penalty: 5226.268555
	Iteration 160F: 3 clusters Score -5934750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5934752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5934763 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5934769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5934761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5934753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5934766 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5934777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5934791 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5934778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5934790 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5934796 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5934791 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5934774 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5934774 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5934770 nChanged 23
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Mstep: Class 1 contains 26706 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5934762 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5934758 nChanged 30
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Mstep: Class 1 contains 26760 members 
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	Iteration 178Q: 3 clusters Score -5934780 nChanged 30
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Mstep: Class 1 contains 26788 members 
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	Iteration 179Q: 3 clusters Score -5934776 nChanged 27
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Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5934778 nChanged 33
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5934787 nChanged 45
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Mstep: Class 1 contains 26893 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5934798 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 10746 members 
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	Iteration 183Q: 3 clusters Score -5934800 nChanged 35
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Mstep: Class 1 contains 26967 members 
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	Iteration 184Q: 3 clusters Score -5934810 nChanged 35
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5934813 nChanged 31
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Mstep: Class 1 contains 27031 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5934808 nChanged 26
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Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5934818 nChanged 29
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Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5934812 nChanged 28
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Mstep: Class 1 contains 27112 members 
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Score: -5934807.500000 Penalty: 5226.268555
	Iteration 189Q: 3 clusters Score -5934808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -5934824.000000 Penalty: 5226.268555
	Iteration 190Q: 3 clusters Score -5934824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -5934822.000000 Penalty: 5226.268555
	Iteration 191Q: 3 clusters Score -5934822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -5934818.500000 Penalty: 5226.268555
	Iteration 192Q: 3 clusters Score -5934818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -5934822.000000 Penalty: 5226.268555
	Iteration 193Q: 3 clusters Score -5934822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -5934815.000000 Penalty: 5226.268555
	Iteration 194Q: 3 clusters Score -5934815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -5934814.000000 Penalty: 5226.268555
	Iteration 195Q: 3 clusters Score -5934814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -5934816.000000 Penalty: 5226.268555
	Iteration 196Q: 3 clusters Score -5934816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -5934812.500000 Penalty: 5226.268555
	Iteration 197Q: 3 clusters Score -5934812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -5934825.000000 Penalty: 5226.268555
	Iteration 198Q: 3 clusters Score -5934825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -5934818.500000 Penalty: 5226.268555
	Iteration 199Q: 3 clusters Score -5934818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -5934816.000000 Penalty: 5226.268555
	Iteration 200F: 3 clusters Score -5934816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -5934815.500000 Penalty: 5226.268555
	Iteration 201Q: 3 clusters Score -5934816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -5934811.000000 Penalty: 5226.268555
	Iteration 202Q: 3 clusters Score -5934811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -5934817.000000 Penalty: 5226.268555
	Iteration 203Q: 3 clusters Score -5934817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -5934815.500000 Penalty: 5226.268555
	Iteration 204Q: 3 clusters Score -5934816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -5934811.000000 Penalty: 5226.268555
	Iteration 205Q: 3 clusters Score -5934811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -5934814.000000 Penalty: 5226.268555
	Iteration 206Q: 3 clusters Score -5934814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -5934821.500000 Penalty: 5226.268555
	Iteration 207Q: 3 clusters Score -5934822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -5934816.000000 Penalty: 5226.268555
	Iteration 208Q: 3 clusters Score -5934816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -5934821.000000 Penalty: 5226.268555
	Iteration 209Q: 3 clusters Score -5934821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -5934816.000000 Penalty: 5226.268555
	Iteration 210Q: 3 clusters Score -5934816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -5934824.000000 Penalty: 5226.268555
	Iteration 211Q: 3 clusters Score -5934824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -5934829.000000 Penalty: 5226.268555
	Iteration 212Q: 3 clusters Score -5934829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -5934832.000000 Penalty: 5226.268555
	Iteration 213Q: 3 clusters Score -5934832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -5934834.500000 Penalty: 5226.268555
	Iteration 214Q: 3 clusters Score -5934834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -5934828.500000 Penalty: 5226.268555
	Iteration 215Q: 3 clusters Score -5934828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -5934837.500000 Penalty: 5226.268555
	Iteration 216Q: 3 clusters Score -5934838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -5934840.000000 Penalty: 5226.268555
	Iteration 217Q: 3 clusters Score -5934840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -5934837.500000 Penalty: 5226.268555
	Iteration 218Q: 3 clusters Score -5934838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -5934839.500000 Penalty: 5226.268555
	Iteration 219Q: 3 clusters Score -5934840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -5934837.500000 Penalty: 5226.268555
	Iteration 220F: 3 clusters Score -5934838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -5934834.500000 Penalty: 5226.268555
	Iteration 221Q: 3 clusters Score -5934834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -5934839.500000 Penalty: 5226.268555
	Iteration 222Q: 3 clusters Score -5934840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -5934838.500000 Penalty: 5226.268555
	Iteration 223Q: 3 clusters Score -5934838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -5934841.000000 Penalty: 5226.268555
	Iteration 224Q: 3 clusters Score -5934841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -5934841.000000 Penalty: 5226.268555
	Iteration 225Q: 3 clusters Score -5934841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -5934839.500000 Penalty: 5226.268555
	Iteration 226Q: 3 clusters Score -5934840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -5934833.500000 Penalty: 5226.268555
	Iteration 227Q: 3 clusters Score -5934834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -5934833.500000 Penalty: 5226.268555
	Iteration 228Q: 3 clusters Score -5934834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -5934832.000000 Penalty: 5226.268555
	Iteration 229Q: 3 clusters Score -5934832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -5934835.500000 Penalty: 5226.268555
	Iteration 230Q: 3 clusters Score -5934836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -5934844.500000 Penalty: 5226.268555
	Iteration 231Q: 3 clusters Score -5934844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -5934843.500000 Penalty: 5226.268555
	Iteration 232Q: 3 clusters Score -5934844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -5934843.500000 Penalty: 5226.268555
	Iteration 233Q: 3 clusters Score -5934844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -5934847.000000 Penalty: 5226.268555
	Iteration 234Q: 3 clusters Score -5934847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -5934836.000000 Penalty: 5226.268555
	Iteration 235Q: 3 clusters Score -5934836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -5934838.500000 Penalty: 5226.268555
	Iteration 236Q: 3 clusters Score -5934838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -5934841.500000 Penalty: 5226.268555
	Iteration 237Q: 3 clusters Score -5934842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -5934840.000000 Penalty: 5226.268555
	Iteration 238Q: 3 clusters Score -5934840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -5934839.500000 Penalty: 5226.268555
	Iteration 239Q: 3 clusters Score -5934840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -5934840.500000 Penalty: 5226.268555
	Iteration 240F: 3 clusters Score -5934840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -5934842.500000 Penalty: 5226.268555
	Iteration 241Q: 3 clusters Score -5934842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -5934844.500000 Penalty: 5226.268555
	Iteration 242Q: 3 clusters Score -5934844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -5934841.000000 Penalty: 5226.268555
	Iteration 243Q: 3 clusters Score -5934841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -5934842.000000 Penalty: 5226.268555
	Iteration 244Q: 3 clusters Score -5934842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -5934845.000000 Penalty: 5226.268555
	Iteration 245Q: 3 clusters Score -5934845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -5934845.500000 Penalty: 5226.268555
	Iteration 246Q: 3 clusters Score -5934846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -5934851.500000 Penalty: 5226.268555
	Iteration 247Q: 3 clusters Score -5934852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -5934848.000000 Penalty: 5226.268555
	Iteration 248Q: 3 clusters Score -5934848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -5934854.000000 Penalty: 5226.268555
	Iteration 249Q: 3 clusters Score -5934854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -5934849.500000 Penalty: 5226.268555
	Iteration 250Q: 3 clusters Score -5934850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -5934848.000000 Penalty: 5226.268555
	Iteration 251Q: 3 clusters Score -5934848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -5934842.500000 Penalty: 5226.268555
	Iteration 252Q: 3 clusters Score -5934842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -5934846.000000 Penalty: 5226.268555
	Iteration 253Q: 3 clusters Score -5934846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -5934845.500000 Penalty: 5226.268555
	Iteration 254Q: 3 clusters Score -5934846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -5934844.500000 Penalty: 5226.268555
	Iteration 255Q: 3 clusters Score -5934844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -5934844.500000 Penalty: 5226.268555
	Iteration 256F: 3 clusters Score -5934844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Entering Unmasked Estep 
Score: -940435.875000 Penalty: 2160.764404
	Iteration 0F: 2 clusters Score -940435.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -935230.500000 Penalty: 4321.528809
	Iteration 0F: 3 clusters Score -935230.5 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -936752.437500 Penalty: 4321.528809
	Iteration 1F: 3 clusters Score -936752.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -937175.187500 Penalty: 4321.528809
	Iteration 2F: 3 clusters Score -937175.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -937586.875000 Penalty: 4321.528809
	Iteration 3F: 3 clusters Score -937586.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -937953.500000 Penalty: 4321.528809
	Iteration 4F: 3 clusters Score -937953.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -938345.000000 Penalty: 4321.528809
	Iteration 5F: 3 clusters Score -938345 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -938698.250000 Penalty: 4321.528809
	Iteration 6F: 3 clusters Score -938698.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -938937.625000 Penalty: 4321.528809
	Iteration 7Q: 3 clusters Score -938937.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -939118.437500 Penalty: 4321.528809
	Iteration 8Q: 3 clusters Score -939118.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -939254.812500 Penalty: 4321.528809
	Iteration 9Q: 3 clusters Score -939254.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -939343.250000 Penalty: 4321.528809
	Iteration 10Q: 3 clusters Score -939343.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -939407.562500 Penalty: 4321.528809
	Iteration 11Q: 3 clusters Score -939407.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -939446.562500 Penalty: 4321.528809
	Iteration 12Q: 3 clusters Score -939446.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -939478.125000 Penalty: 4321.528809
	Iteration 13Q: 3 clusters Score -939478.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -939506.312500 Penalty: 4321.528809
	Iteration 14Q: 3 clusters Score -939506.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -939520.562500 Penalty: 4321.528809
	Iteration 15Q: 3 clusters Score -939520.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -939530.687500 Penalty: 4321.528809
	Iteration 16Q: 3 clusters Score -939530.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -939539.437500 Penalty: 4321.528809
	Iteration 17Q: 3 clusters Score -939539.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -939544.562500 Penalty: 4321.528809
	Iteration 18Q: 3 clusters Score -939544.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -939546.687500 Penalty: 4321.528809
	Iteration 19Q: 3 clusters Score -939546.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -939547.437500 Penalty: 4321.528809
	Iteration 20F: 3 clusters Score -939547.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -939549.500000 Penalty: 4321.528809
	Iteration 21Q: 3 clusters Score -939549.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -939549.750000 Penalty: 4321.528809
	Iteration 22Q: 3 clusters Score -939549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -939549.562500 Penalty: 4321.528809
	Iteration 23Q: 3 clusters Score -939549.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -939549.562500 Penalty: 4321.528809
	Iteration 24F: 3 clusters Score -939549.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -127736.585938 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -127736.6 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 457 members 
Entering Unmasked Estep 
Score: -125997.890625 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -125997.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -126484.687500 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -126484.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -126777.148438 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -126777.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -126970.398438 Penalty: 3366.211670
	Iteration 3F: 3 clusters Score -126970.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127128.226562 Penalty: 3366.211670
	Iteration 4F: 3 clusters Score -127128.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -127241.539062 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -127241.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -127299.390625 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -127299.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -127340.343750 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -127340.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -127386.742188 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -127386.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -127422.609375 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -127422.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -127440.507812 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -127440.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -127449.835938 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -127449.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -127455.195312 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -127455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -127460.101562 Penalty: 3366.211670
	Iteration 13Q: 3 clusters Score -127460.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -127466.718750 Penalty: 3366.211670
	Iteration 14Q: 3 clusters Score -127466.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -127468.968750 Penalty: 3366.211670
	Iteration 15Q: 3 clusters Score -127469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -127474.875000 Penalty: 3366.211670
	Iteration 16Q: 3 clusters Score -127474.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -127480.085938 Penalty: 3366.211670
	Iteration 17Q: 3 clusters Score -127480.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -127492.187500 Penalty: 3366.211670
	Iteration 18Q: 3 clusters Score -127492.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -127505.937500 Penalty: 3366.211670
	Iteration 19Q: 3 clusters Score -127505.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -127518.367188 Penalty: 3366.211670
	Iteration 20F: 3 clusters Score -127518.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -127540.132812 Penalty: 3366.211670
	Iteration 21Q: 3 clusters Score -127540.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -127555.617188 Penalty: 3366.211670
	Iteration 22Q: 3 clusters Score -127555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -127566.320312 Penalty: 3366.211670
	Iteration 23Q: 3 clusters Score -127566.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -127573.945312 Penalty: 3366.211670
	Iteration 24Q: 3 clusters Score -127573.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127589.929688 Penalty: 3366.211670
	Iteration 25Q: 3 clusters Score -127589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -127596.539062 Penalty: 3366.211670
	Iteration 26Q: 3 clusters Score -127596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -127601.960938 Penalty: 3366.211670
	Iteration 27Q: 3 clusters Score -127602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -127614.335938 Penalty: 3366.211670
	Iteration 28Q: 3 clusters Score -127614.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -127632.203125 Penalty: 3366.211670
	Iteration 29Q: 3 clusters Score -127632.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -127671.578125 Penalty: 3366.211670
	Iteration 30Q: 3 clusters Score -127671.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -127699.093750 Penalty: 3366.211670
	Iteration 31Q: 3 clusters Score -127699.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -127721.882812 Penalty: 3366.211670
	Iteration 32Q: 3 clusters Score -127721.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -127749.570312 Penalty: 3366.211670
	Iteration 33Q: 3 clusters Score -127749.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127778.960938 Penalty: 3366.211670
	Iteration 34Q: 3 clusters Score -127779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -127812.929688 Penalty: 3366.211670
	Iteration 35Q: 3 clusters Score -127812.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -127852.578125 Penalty: 3366.211670
	Iteration 36Q: 3 clusters Score -127852.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -127891.757812 Penalty: 3366.211670
	Iteration 37Q: 3 clusters Score -127891.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -127955.429688 Penalty: 3366.211670
	Iteration 38Q: 3 clusters Score -127955.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -128002.140625 Penalty: 3366.211670
	Iteration 39Q: 3 clusters Score -128002.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128062.742188 Penalty: 3366.211670
	Iteration 40F: 3 clusters Score -128062.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -128118.820312 Penalty: 3366.211670
	Iteration 41Q: 3 clusters Score -128118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128126.218750 Penalty: 3366.211670
	Iteration 42Q: 3 clusters Score -128126.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -128139.601562 Penalty: 3366.211670
	Iteration 43Q: 3 clusters Score -128139.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -128146.843750 Penalty: 3366.211670
	Iteration 44Q: 3 clusters Score -128146.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -128171.382812 Penalty: 3366.211670
	Iteration 45Q: 3 clusters Score -128171.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128189.195312 Penalty: 3366.211670
	Iteration 46Q: 3 clusters Score -128189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -128192.843750 Penalty: 3366.211670
	Iteration 47Q: 3 clusters Score -128192.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -128194.734375 Penalty: 3366.211670
	Iteration 48Q: 3 clusters Score -128194.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -128197.906250 Penalty: 3366.211670
	Iteration 49Q: 3 clusters Score -128197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -128203.585938 Penalty: 3366.211670
	Iteration 50Q: 3 clusters Score -128203.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -128203.585938 Penalty: 3366.211670
	Iteration 51F: 3 clusters Score -128203.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6600 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10936 members 
Mstep: Class 5 contains 37678 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 305 members 
Mstep: Class 8 contains 15819 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36818 members 
Mstep: Class 14 contains 26953 members 
Mstep: Class 15 contains 14343 members 
Mstep: Class 16 contains 64365 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4040 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26931 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123399 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 3997 members 
Mstep: Class 29 contains 108351 members 
Mstep: Class 30 contains 9940 members 
Mstep: Class 31 contains 51972 members 
Mstep: Class 32 contains 6360 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21567 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6309 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 20494 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Mstep: Class 50 contains 581 members 
Entering Unmasked Estep 
Score: -122566048.000000 Penalty: 168560.843750
Splitting cluster 7 changes total score from -122567456.000000 to -122566048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (15819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Entering Unmasked Estep 
Score: -2499024.750000 Penalty: 2397.903809
	Iteration 0F: 2 clusters Score -2499025 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 7972 members 
Entering Unmasked Estep 
Score: -2487578.000000 Penalty: 4795.807617
	Iteration 0F: 3 clusters Score -2487578 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2491357.750000 Penalty: 4795.807617
	Iteration 1F: 3 clusters Score -2491358 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2491701.750000 Penalty: 4795.807617
	Iteration 2F: 3 clusters Score -2491702 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2491999.250000 Penalty: 4795.807617
	Iteration 3Q: 3 clusters Score -2491999 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2492347.750000 Penalty: 4795.807617
	Iteration 4Q: 3 clusters Score -2492348 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2492833.750000 Penalty: 4795.807617
	Iteration 5Q: 3 clusters Score -2492834 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2493418.750000 Penalty: 4795.807617
	Iteration 6F: 3 clusters Score -2493419 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2494162.250000 Penalty: 4795.807617
	Iteration 7F: 3 clusters Score -2494162 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2495011.500000 Penalty: 4795.807617
	Iteration 8F: 3 clusters Score -2495012 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2495835.000000 Penalty: 4795.807617
	Iteration 9F: 3 clusters Score -2495835 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2496566.000000 Penalty: 4795.807617
	Iteration 10Q: 3 clusters Score -2496566 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2497158.000000 Penalty: 4795.807617
	Iteration 11Q: 3 clusters Score -2497158 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2497473.750000 Penalty: 4795.807617
	Iteration 12Q: 3 clusters Score -2497474 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2497671.000000 Penalty: 4795.807617
	Iteration 13Q: 3 clusters Score -2497671 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2497778.750000 Penalty: 4795.807617
	Iteration 14Q: 3 clusters Score -2497779 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2497889.500000 Penalty: 4795.807617
	Iteration 15Q: 3 clusters Score -2497890 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2498027.750000 Penalty: 4795.807617
	Iteration 16Q: 3 clusters Score -2498028 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2498180.750000 Penalty: 4795.807617
	Iteration 17Q: 3 clusters Score -2498181 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2498304.000000 Penalty: 4795.807617
	Iteration 18Q: 3 clusters Score -2498304 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2498371.750000 Penalty: 4795.807617
	Iteration 19Q: 3 clusters Score -2498372 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2498396.500000 Penalty: 4795.807617
	Iteration 20F: 3 clusters Score -2498396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2498413.250000 Penalty: 4795.807617
	Iteration 21Q: 3 clusters Score -2498413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2498424.750000 Penalty: 4795.807617
	Iteration 22Q: 3 clusters Score -2498425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2498434.000000 Penalty: 4795.807617
	Iteration 23Q: 3 clusters Score -2498434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2498436.500000 Penalty: 4795.807617
	Iteration 24Q: 3 clusters Score -2498436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2498434.000000 Penalty: 4795.807617
	Iteration 25Q: 3 clusters Score -2498434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2498432.750000 Penalty: 4795.807617
	Iteration 26Q: 3 clusters Score -2498433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2498435.500000 Penalty: 4795.807617
	Iteration 27Q: 3 clusters Score -2498436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2498434.000000 Penalty: 4795.807617
	Iteration 28Q: 3 clusters Score -2498434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2498434.000000 Penalty: 4795.807617
	Iteration 29F: 3 clusters Score -2498434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Entering Unmasked Estep 
Score: -1036641.562500 Penalty: 2181.754639
	Iteration 0F: 2 clusters Score -1036642 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 3405 members 
Entering Unmasked Estep 
Score: -1031073.875000 Penalty: 4363.509277
	Iteration 0F: 3 clusters Score -1031074 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1032521.625000 Penalty: 4363.509277
	Iteration 1F: 3 clusters Score -1032522 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1032848.500000 Penalty: 4363.509277
	Iteration 2F: 3 clusters Score -1032848 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1033099.000000 Penalty: 4363.509277
	Iteration 3F: 3 clusters Score -1033099 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1033312.750000 Penalty: 4363.509277
	Iteration 4Q: 3 clusters Score -1033313 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1033497.875000 Penalty: 4363.509277
	Iteration 5Q: 3 clusters Score -1033498 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1033705.437500 Penalty: 4363.509277
	Iteration 6Q: 3 clusters Score -1033705 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1033948.687500 Penalty: 4363.509277
	Iteration 7Q: 3 clusters Score -1033949 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1034185.562500 Penalty: 4363.509277
	Iteration 8Q: 3 clusters Score -1034186 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1034388.250000 Penalty: 4363.509277
	Iteration 9Q: 3 clusters Score -1034388 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1034567.437500 Penalty: 4363.509277
	Iteration 10Q: 3 clusters Score -1034567 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1034705.750000 Penalty: 4363.509277
	Iteration 11Q: 3 clusters Score -1034706 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1034814.812500 Penalty: 4363.509277
	Iteration 12Q: 3 clusters Score -1034815 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1034905.937500 Penalty: 4363.509277
	Iteration 13Q: 3 clusters Score -1034906 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1034981.000000 Penalty: 4363.509277
	Iteration 14Q: 3 clusters Score -1034981 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1035021.812500 Penalty: 4363.509277
	Iteration 15Q: 3 clusters Score -1035022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1035053.812500 Penalty: 4363.509277
	Iteration 16Q: 3 clusters Score -1035054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1035072.250000 Penalty: 4363.509277
	Iteration 17Q: 3 clusters Score -1035072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1035089.187500 Penalty: 4363.509277
	Iteration 18Q: 3 clusters Score -1035089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1035100.875000 Penalty: 4363.509277
	Iteration 19Q: 3 clusters Score -1035101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1035105.250000 Penalty: 4363.509277
	Iteration 20F: 3 clusters Score -1035105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1035108.937500 Penalty: 4363.509277
	Iteration 21Q: 3 clusters Score -1035109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1035110.875000 Penalty: 4363.509277
	Iteration 22Q: 3 clusters Score -1035111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1035120.187500 Penalty: 4363.509277
	Iteration 23Q: 3 clusters Score -1035120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1035122.875000 Penalty: 4363.509277
	Iteration 24Q: 3 clusters Score -1035123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1035126.875000 Penalty: 4363.509277
	Iteration 25Q: 3 clusters Score -1035127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1035126.812500 Penalty: 4363.509277
	Iteration 26Q: 3 clusters Score -1035127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1035128.125000 Penalty: 4363.509277
	Iteration 27Q: 3 clusters Score -1035128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1035130.187500 Penalty: 4363.509277
	Iteration 28Q: 3 clusters Score -1035130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1035130.250000 Penalty: 4363.509277
	Iteration 29Q: 3 clusters Score -1035130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1035131.562500 Penalty: 4363.509277
	Iteration 30Q: 3 clusters Score -1035132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1035131.562500 Penalty: 4363.509277
	Iteration 31F: 3 clusters Score -1035132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -109409.085938 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -109409.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -107751.218750 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -107751.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -108110.164062 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -108110.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -108266.085938 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -108266.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -108349.484375 Penalty: 3281.568359
	Iteration 3Q: 3 clusters Score -108349.5 nChanged 32
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: -108420.789062 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -108420.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -108468.070312 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -108468.1 nChanged 17
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: -108507.546875 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -108507.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -108548.164062 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -108548.2 nChanged 18
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: -108602.335938 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -108602.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -108671.968750 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -108672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -108695.554688 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -108695.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -108730.414062 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -108730.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -108762.648438 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -108762.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -108802.015625 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -108802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -108864.960938 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -108865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -108992.234375 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -108992.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -109313.093750 Penalty: 3281.568359
	Iteration 16Q: 3 clusters Score -109313.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -109379.656250 Penalty: 3281.568359
	Iteration 17Q: 3 clusters Score -109379.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -109398.343750 Penalty: 3281.568359
	Iteration 18Q: 3 clusters Score -109398.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -109412.406250 Penalty: 3281.568359
	Iteration 19Q: 3 clusters Score -109412.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -109428.765625 Penalty: 3281.568359
	Iteration 20F: 3 clusters Score -109428.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -109448.625000 Penalty: 3281.568359
	Iteration 21Q: 3 clusters Score -109448.6 nChanged 8
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: -109472.265625 Penalty: 3281.568359
	Iteration 22Q: 3 clusters Score -109472.3 nChanged 11
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: -109510.546875 Penalty: 3281.568359
	Iteration 23Q: 3 clusters Score -109510.5 nChanged 13
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: -109556.476562 Penalty: 3281.568359
	Iteration 24Q: 3 clusters Score -109556.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -109628.523438 Penalty: 3281.568359
	Iteration 25Q: 3 clusters Score -109628.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -109747.710938 Penalty: 3281.568359
	Iteration 26Q: 3 clusters Score -109747.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -109836.429688 Penalty: 3281.568359
	Iteration 27Q: 3 clusters Score -109836.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -109853.976562 Penalty: 3281.568359
	Iteration 28Q: 3 clusters Score -109854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -109853.976562 Penalty: 3281.568359
	Iteration 29F: 3 clusters Score -109854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6600 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10936 members 
Mstep: Class 5 contains 37678 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15819 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 384 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36818 members 
Mstep: Class 14 contains 26953 members 
Mstep: Class 15 contains 14343 members 
Mstep: Class 16 contains 64365 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4040 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26931 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123399 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 3997 members 
Mstep: Class 29 contains 108351 members 
Mstep: Class 30 contains 9940 members 
Mstep: Class 31 contains 51972 members 
Mstep: Class 32 contains 6360 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21567 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6309 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 20494 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Mstep: Class 50 contains 363 members 
Entering Unmasked Estep 
Score: -122566072.000000 Penalty: 168560.843750
Splitting cluster 10 changes total score from -122567456.000000 to -122566072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (9380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Entering Unmasked Estep 
Score: -1482728.000000 Penalty: 2268.291016
	Iteration 0F: 2 clusters Score -1482728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1475418.000000 Penalty: 4536.582031
	Iteration 0F: 3 clusters Score -1475418 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1477548.750000 Penalty: 4536.582031
	Iteration 1F: 3 clusters Score -1477549 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1477929.500000 Penalty: 4536.582031
	Iteration 2F: 3 clusters Score -1477930 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1478295.000000 Penalty: 4536.582031
	Iteration 3F: 3 clusters Score -1478295 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1478664.375000 Penalty: 4536.582031
	Iteration 4F: 3 clusters Score -1478664 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1479061.125000 Penalty: 4536.582031
	Iteration 5F: 3 clusters Score -1479061 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1479458.125000 Penalty: 4536.582031
	Iteration 6F: 3 clusters Score -1479458 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1479817.875000 Penalty: 4536.582031
	Iteration 7F: 3 clusters Score -1479818 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1480175.375000 Penalty: 4536.582031
	Iteration 8F: 3 clusters Score -1480175 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1480462.625000 Penalty: 4536.582031
	Iteration 9Q: 3 clusters Score -1480463 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1480695.375000 Penalty: 4536.582031
	Iteration 10Q: 3 clusters Score -1480695 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1480867.500000 Penalty: 4536.582031
	Iteration 11Q: 3 clusters Score -1480868 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1480977.375000 Penalty: 4536.582031
	Iteration 12Q: 3 clusters Score -1480977 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1481043.500000 Penalty: 4536.582031
	Iteration 13Q: 3 clusters Score -1481044 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1481085.250000 Penalty: 4536.582031
	Iteration 14Q: 3 clusters Score -1481085 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1481112.000000 Penalty: 4536.582031
	Iteration 15Q: 3 clusters Score -1481112 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1481142.250000 Penalty: 4536.582031
	Iteration 16Q: 3 clusters Score -1481142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1481158.750000 Penalty: 4536.582031
	Iteration 17Q: 3 clusters Score -1481159 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1481186.750000 Penalty: 4536.582031
	Iteration 18Q: 3 clusters Score -1481187 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1481214.625000 Penalty: 4536.582031
	Iteration 19Q: 3 clusters Score -1481215 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1481254.500000 Penalty: 4536.582031
	Iteration 20F: 3 clusters Score -1481254 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1481295.375000 Penalty: 4536.582031
	Iteration 21Q: 3 clusters Score -1481295 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1481344.500000 Penalty: 4536.582031
	Iteration 22Q: 3 clusters Score -1481344 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1481358.750000 Penalty: 4536.582031
	Iteration 23Q: 3 clusters Score -1481359 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1481390.500000 Penalty: 4536.582031
	Iteration 24Q: 3 clusters Score -1481390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1481411.625000 Penalty: 4536.582031
	Iteration 25Q: 3 clusters Score -1481412 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1481430.375000 Penalty: 4536.582031
	Iteration 26Q: 3 clusters Score -1481430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1481449.875000 Penalty: 4536.582031
	Iteration 27Q: 3 clusters Score -1481450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1481466.375000 Penalty: 4536.582031
	Iteration 28Q: 3 clusters Score -1481466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1481476.250000 Penalty: 4536.582031
	Iteration 29Q: 3 clusters Score -1481476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1481485.125000 Penalty: 4536.582031
	Iteration 30Q: 3 clusters Score -1481485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1481490.625000 Penalty: 4536.582031
	Iteration 31Q: 3 clusters Score -1481491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1481493.000000 Penalty: 4536.582031
	Iteration 32Q: 3 clusters Score -1481493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1481500.750000 Penalty: 4536.582031
	Iteration 33Q: 3 clusters Score -1481501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1481498.500000 Penalty: 4536.582031
	Iteration 34Q: 3 clusters Score -1481498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1481502.625000 Penalty: 4536.582031
	Iteration 35Q: 3 clusters Score -1481503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1481504.750000 Penalty: 4536.582031
	Iteration 36Q: 3 clusters Score -1481505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1481507.875000 Penalty: 4536.582031
	Iteration 37Q: 3 clusters Score -1481508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1481510.875000 Penalty: 4536.582031
	Iteration 38Q: 3 clusters Score -1481511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1481513.500000 Penalty: 4536.582031
	Iteration 39Q: 3 clusters Score -1481514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1481519.750000 Penalty: 4536.582031
	Iteration 40F: 3 clusters Score -1481520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1481528.875000 Penalty: 4536.582031
	Iteration 41Q: 3 clusters Score -1481529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1481527.375000 Penalty: 4536.582031
	Iteration 42Q: 3 clusters Score -1481527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1481538.625000 Penalty: 4536.582031
	Iteration 43Q: 3 clusters Score -1481539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1481537.750000 Penalty: 4536.582031
	Iteration 44Q: 3 clusters Score -1481538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1481541.500000 Penalty: 4536.582031
	Iteration 45Q: 3 clusters Score -1481542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1481547.125000 Penalty: 4536.582031
	Iteration 46Q: 3 clusters Score -1481547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1481547.875000 Penalty: 4536.582031
	Iteration 47Q: 3 clusters Score -1481548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1481557.625000 Penalty: 4536.582031
	Iteration 48Q: 3 clusters Score -1481558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1481560.875000 Penalty: 4536.582031
	Iteration 49Q: 3 clusters Score -1481561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1481562.500000 Penalty: 4536.582031
	Iteration 50Q: 3 clusters Score -1481562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1481562.875000 Penalty: 4536.582031
	Iteration 51Q: 3 clusters Score -1481563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1481567.000000 Penalty: 4536.582031
	Iteration 52Q: 3 clusters Score -1481567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1481568.500000 Penalty: 4536.582031
	Iteration 53Q: 3 clusters Score -1481568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1481568.250000 Penalty: 4536.582031
	Iteration 54Q: 3 clusters Score -1481568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1481570.625000 Penalty: 4536.582031
	Iteration 55Q: 3 clusters Score -1481571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1481571.875000 Penalty: 4536.582031
	Iteration 56Q: 3 clusters Score -1481572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1481568.250000 Penalty: 4536.582031
	Iteration 57Q: 3 clusters Score -1481568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1481568.250000 Penalty: 4536.582031
	Iteration 58F: 3 clusters Score -1481568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -312578.468750 Penalty: 1925.966309
	Iteration 0F: 2 clusters Score -312578.5 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 1141 members 
Entering Unmasked Estep 
Score: -309809.718750 Penalty: 3851.932617
	Iteration 0F: 3 clusters Score -309809.7 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -310830.906250 Penalty: 3851.932617
	Iteration 1F: 3 clusters Score -310830.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -311323.406250 Penalty: 3851.932617
	Iteration 2F: 3 clusters Score -311323.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -311623.843750 Penalty: 3851.932617
	Iteration 3F: 3 clusters Score -311623.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -311822.906250 Penalty: 3851.932617
	Iteration 4F: 3 clusters Score -311822.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -311966.843750 Penalty: 3851.932617
	Iteration 5Q: 3 clusters Score -311966.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -312057.250000 Penalty: 3851.932617
	Iteration 6Q: 3 clusters Score -312057.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -312106.156250 Penalty: 3851.932617
	Iteration 7Q: 3 clusters Score -312106.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -312146.156250 Penalty: 3851.932617
	Iteration 8Q: 3 clusters Score -312146.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -312187.656250 Penalty: 3851.932617
	Iteration 9Q: 3 clusters Score -312187.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -312235.906250 Penalty: 3851.932617
	Iteration 10Q: 3 clusters Score -312235.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -312281.843750 Penalty: 3851.932617
	Iteration 11Q: 3 clusters Score -312281.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -312308.500000 Penalty: 3851.932617
	Iteration 12Q: 3 clusters Score -312308.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -312334.312500 Penalty: 3851.932617
	Iteration 13Q: 3 clusters Score -312334.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -312358.468750 Penalty: 3851.932617
	Iteration 14Q: 3 clusters Score -312358.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -312384.593750 Penalty: 3851.932617
	Iteration 15Q: 3 clusters Score -312384.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -312410.468750 Penalty: 3851.932617
	Iteration 16Q: 3 clusters Score -312410.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -312425.968750 Penalty: 3851.932617
	Iteration 17Q: 3 clusters Score -312426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -312432.875000 Penalty: 3851.932617
	Iteration 18Q: 3 clusters Score -312432.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -312434.156250 Penalty: 3851.932617
	Iteration 19Q: 3 clusters Score -312434.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -312440.000000 Penalty: 3851.932617
	Iteration 20F: 3 clusters Score -312440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -312454.937500 Penalty: 3851.932617
	Iteration 21Q: 3 clusters Score -312454.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -312464.593750 Penalty: 3851.932617
	Iteration 22Q: 3 clusters Score -312464.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -312474.500000 Penalty: 3851.932617
	Iteration 23Q: 3 clusters Score -312474.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -312483.062500 Penalty: 3851.932617
	Iteration 24Q: 3 clusters Score -312483.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -312484.031250 Penalty: 3851.932617
	Iteration 25Q: 3 clusters Score -312484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -312486.281250 Penalty: 3851.932617
	Iteration 26Q: 3 clusters Score -312486.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -312488.562500 Penalty: 3851.932617
	Iteration 27Q: 3 clusters Score -312488.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -312489.406250 Penalty: 3851.932617
	Iteration 28Q: 3 clusters Score -312489.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -312491.468750 Penalty: 3851.932617
	Iteration 29Q: 3 clusters Score -312491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -312491.875000 Penalty: 3851.932617
	Iteration 30Q: 3 clusters Score -312491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -312492.031250 Penalty: 3851.932617
	Iteration 31Q: 3 clusters Score -312492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -312492.031250 Penalty: 3851.932617
	Iteration 32F: 3 clusters Score -312492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Entering Unmasked Estep 
Score: -5785480.000000 Penalty: 2607.408203
	Iteration 0F: 2 clusters Score -5785480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -5760411.000000 Penalty: 5214.816406
	Iteration 0F: 3 clusters Score -5760411 nChanged 16744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -5769590.000000 Penalty: 5214.816406
	Iteration 1F: 3 clusters Score -5769590 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -5770256.000000 Penalty: 5214.816406
	Iteration 2Q: 3 clusters Score -5770256 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -5771021.000000 Penalty: 5214.816406
	Iteration 3Q: 3 clusters Score -5771021 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -5772104.000000 Penalty: 5214.816406
	Iteration 4F: 3 clusters Score -5772104 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -5773608.000000 Penalty: 5214.816406
	Iteration 5F: 3 clusters Score -5773608 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -5775418.500000 Penalty: 5214.816406
	Iteration 6F: 3 clusters Score -5775418 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -5777181.500000 Penalty: 5214.816406
	Iteration 7F: 3 clusters Score -5777182 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -5778629.500000 Penalty: 5214.816406
	Iteration 8F: 3 clusters Score -5778630 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -5779586.500000 Penalty: 5214.816406
	Iteration 9F: 3 clusters Score -5779586 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -5780130.500000 Penalty: 5214.816406
	Iteration 10Q: 3 clusters Score -5780130 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -5780490.500000 Penalty: 5214.816406
	Iteration 11Q: 3 clusters Score -5780490 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -5780855.500000 Penalty: 5214.816406
	Iteration 12Q: 3 clusters Score -5780856 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -5781176.000000 Penalty: 5214.816406
	Iteration 13Q: 3 clusters Score -5781176 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -5781466.000000 Penalty: 5214.816406
	Iteration 14Q: 3 clusters Score -5781466 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -5781788.000000 Penalty: 5214.816406
	Iteration 15Q: 3 clusters Score -5781788 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -5782159.500000 Penalty: 5214.816406
	Iteration 16Q: 3 clusters Score -5782160 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -5782491.500000 Penalty: 5214.816406
	Iteration 17Q: 3 clusters Score -5782492 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -5782922.000000 Penalty: 5214.816406
	Iteration 18Q: 3 clusters Score -5782922 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -5783354.500000 Penalty: 5214.816406
	Iteration 19Q: 3 clusters Score -5783354 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -5783828.500000 Penalty: 5214.816406
	Iteration 20F: 3 clusters Score -5783828 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -5784254.000000 Penalty: 5214.816406
	Iteration 21Q: 3 clusters Score -5784254 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -5784651.000000 Penalty: 5214.816406
	Iteration 22Q: 3 clusters Score -5784651 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -5785031.000000 Penalty: 5214.816406
	Iteration 23Q: 3 clusters Score -5785031 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -5785292.000000 Penalty: 5214.816406
	Iteration 24Q: 3 clusters Score -5785292 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -5785500.500000 Penalty: 5214.816406
	Iteration 25Q: 3 clusters Score -5785500 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -5785616.500000 Penalty: 5214.816406
	Iteration 26Q: 3 clusters Score -5785616 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -5785726.000000 Penalty: 5214.816406
	Iteration 27Q: 3 clusters Score -5785726 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -5785829.000000 Penalty: 5214.816406
	Iteration 28Q: 3 clusters Score -5785829 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -5785877.500000 Penalty: 5214.816406
	Iteration 29Q: 3 clusters Score -5785878 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -5785942.500000 Penalty: 5214.816406
	Iteration 30Q: 3 clusters Score -5785942 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -5785961.500000 Penalty: 5214.816406
	Iteration 31Q: 3 clusters Score -5785962 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -5786005.000000 Penalty: 5214.816406
	Iteration 32Q: 3 clusters Score -5786005 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -5786022.000000 Penalty: 5214.816406
	Iteration 33Q: 3 clusters Score -5786022 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -5786044.500000 Penalty: 5214.816406
	Iteration 34Q: 3 clusters Score -5786044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -5786048.000000 Penalty: 5214.816406
	Iteration 35Q: 3 clusters Score -5786048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -5786050.500000 Penalty: 5214.816406
	Iteration 36Q: 3 clusters Score -5786050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -5786046.500000 Penalty: 5214.816406
	Iteration 37Q: 3 clusters Score -5786046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -5786052.500000 Penalty: 5214.816406
	Iteration 38Q: 3 clusters Score -5786052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -5786070.000000 Penalty: 5214.816406
	Iteration 39Q: 3 clusters Score -5786070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -5786070.000000 Penalty: 5214.816406
	Iteration 40F: 3 clusters Score -5786070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -5786076.500000 Penalty: 5214.816406
	Iteration 41Q: 3 clusters Score -5786076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -5786062.000000 Penalty: 5214.816406
	Iteration 42Q: 3 clusters Score -5786062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -5786069.000000 Penalty: 5214.816406
	Iteration 43Q: 3 clusters Score -5786069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -5786084.000000 Penalty: 5214.816406
	Iteration 44Q: 3 clusters Score -5786084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -5786082.000000 Penalty: 5214.816406
	Iteration 45Q: 3 clusters Score -5786082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -5786082.000000 Penalty: 5214.816406
	Iteration 46Q: 3 clusters Score -5786082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -5786086.500000 Penalty: 5214.816406
	Iteration 47Q: 3 clusters Score -5786086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -5786091.500000 Penalty: 5214.816406
	Iteration 48Q: 3 clusters Score -5786092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -5786096.500000 Penalty: 5214.816406
	Iteration 49Q: 3 clusters Score -5786096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -5786087.500000 Penalty: 5214.816406
	Iteration 50Q: 3 clusters Score -5786088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -5786084.500000 Penalty: 5214.816406
	Iteration 51Q: 3 clusters Score -5786084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -5786085.000000 Penalty: 5214.816406
	Iteration 52Q: 3 clusters Score -5786085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -5786080.500000 Penalty: 5214.816406
	Iteration 53Q: 3 clusters Score -5786080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -5786079.500000 Penalty: 5214.816406
	Iteration 54Q: 3 clusters Score -5786080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -5786079.500000 Penalty: 5214.816406
	Iteration 55F: 3 clusters Score -5786080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6600 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10936 members 
Mstep: Class 5 contains 37678 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15819 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 30878 members 
Mstep: Class 14 contains 26953 members 
Mstep: Class 15 contains 14343 members 
Mstep: Class 16 contains 64365 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4040 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26931 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123399 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 3997 members 
Mstep: Class 29 contains 108351 members 
Mstep: Class 30 contains 9940 members 
Mstep: Class 31 contains 51972 members 
Mstep: Class 32 contains 6360 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21567 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6309 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 20494 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Mstep: Class 50 contains 5940 members 
Entering Unmasked Estep 
Score: -122567256.000000 Penalty: 168560.843750
Splitting cluster 13 changes total score from -122567456.000000 to -122567256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (26953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Entering Unmasked Estep 
Score: -4370418.000000 Penalty: 2530.058838
	Iteration 0F: 2 clusters Score -4370418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -4351923.000000 Penalty: 5060.117676
	Iteration 0F: 3 clusters Score -4351923 nChanged 11926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -4358567.000000 Penalty: 5060.117676
	Iteration 1F: 3 clusters Score -4358567 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -4359497.000000 Penalty: 5060.117676
	Iteration 2F: 3 clusters Score -4359497 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -4360582.000000 Penalty: 5060.117676
	Iteration 3F: 3 clusters Score -4360582 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -4361768.000000 Penalty: 5060.117676
	Iteration 4F: 3 clusters Score -4361768 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4363012.500000 Penalty: 5060.117676
	Iteration 5F: 3 clusters Score -4363012 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -4364136.500000 Penalty: 5060.117676
	Iteration 6F: 3 clusters Score -4364136 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -4365072.000000 Penalty: 5060.117676
	Iteration 7F: 3 clusters Score -4365072 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -4365866.500000 Penalty: 5060.117676
	Iteration 8Q: 3 clusters Score -4365866 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -4366537.000000 Penalty: 5060.117676
	Iteration 9Q: 3 clusters Score -4366537 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -4367197.000000 Penalty: 5060.117676
	Iteration 10Q: 3 clusters Score -4367197 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -4367788.000000 Penalty: 5060.117676
	Iteration 11Q: 3 clusters Score -4367788 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -4368197.500000 Penalty: 5060.117676
	Iteration 12Q: 3 clusters Score -4368198 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -4368442.500000 Penalty: 5060.117676
	Iteration 13Q: 3 clusters Score -4368442 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -4368555.000000 Penalty: 5060.117676
	Iteration 14Q: 3 clusters Score -4368555 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -4368643.500000 Penalty: 5060.117676
	Iteration 15Q: 3 clusters Score -4368644 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -4368679.000000 Penalty: 5060.117676
	Iteration 16Q: 3 clusters Score -4368679 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -4368705.500000 Penalty: 5060.117676
	Iteration 17Q: 3 clusters Score -4368706 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -4368734.000000 Penalty: 5060.117676
	Iteration 18Q: 3 clusters Score -4368734 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -4368746.500000 Penalty: 5060.117676
	Iteration 19Q: 3 clusters Score -4368746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -4368738.500000 Penalty: 5060.117676
	Iteration 20F: 3 clusters Score -4368738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -4368754.000000 Penalty: 5060.117676
	Iteration 21Q: 3 clusters Score -4368754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -4368774.000000 Penalty: 5060.117676
	Iteration 22Q: 3 clusters Score -4368774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -4368774.000000 Penalty: 5060.117676
	Iteration 23Q: 3 clusters Score -4368774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -4368767.500000 Penalty: 5060.117676
	Iteration 24Q: 3 clusters Score -4368768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -4368786.000000 Penalty: 5060.117676
	Iteration 25Q: 3 clusters Score -4368786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -4368784.000000 Penalty: 5060.117676
	Iteration 26Q: 3 clusters Score -4368784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -4368784.500000 Penalty: 5060.117676
	Iteration 27Q: 3 clusters Score -4368784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -4368791.000000 Penalty: 5060.117676
	Iteration 28Q: 3 clusters Score -4368791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -4368795.500000 Penalty: 5060.117676
	Iteration 29Q: 3 clusters Score -4368796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -4368795.000000 Penalty: 5060.117676
	Iteration 30Q: 3 clusters Score -4368795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -4368798.000000 Penalty: 5060.117676
	Iteration 31Q: 3 clusters Score -4368798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -4368800.000000 Penalty: 5060.117676
	Iteration 32Q: 3 clusters Score -4368800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -4368794.500000 Penalty: 5060.117676
	Iteration 33Q: 3 clusters Score -4368794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -4368794.500000 Penalty: 5060.117676
	Iteration 34Q: 3 clusters Score -4368794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -4368794.500000 Penalty: 5060.117676
	Iteration 35F: 3 clusters Score -4368794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Entering Unmasked Estep 
Score: -2272999.500000 Penalty: 2373.612305
	Iteration 0F: 2 clusters Score -2273000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2262543.500000 Penalty: 4747.224609
	Iteration 0F: 3 clusters Score -2262544 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2265896.250000 Penalty: 4747.224609
	Iteration 1F: 3 clusters Score -2265896 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2266268.500000 Penalty: 4747.224609
	Iteration 2F: 3 clusters Score -2266268 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2266593.500000 Penalty: 4747.224609
	Iteration 3F: 3 clusters Score -2266594 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2266861.500000 Penalty: 4747.224609
	Iteration 4Q: 3 clusters Score -2266862 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2267123.000000 Penalty: 4747.224609
	Iteration 5Q: 3 clusters Score -2267123 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2267386.750000 Penalty: 4747.224609
	Iteration 6Q: 3 clusters Score -2267387 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2267663.250000 Penalty: 4747.224609
	Iteration 7Q: 3 clusters Score -2267663 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2267922.000000 Penalty: 4747.224609
	Iteration 8Q: 3 clusters Score -2267922 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2268172.500000 Penalty: 4747.224609
	Iteration 9Q: 3 clusters Score -2268172 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2268409.000000 Penalty: 4747.224609
	Iteration 10Q: 3 clusters Score -2268409 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2268611.000000 Penalty: 4747.224609
	Iteration 11Q: 3 clusters Score -2268611 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2268783.750000 Penalty: 4747.224609
	Iteration 12Q: 3 clusters Score -2268784 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2268952.750000 Penalty: 4747.224609
	Iteration 13Q: 3 clusters Score -2268953 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2269093.750000 Penalty: 4747.224609
	Iteration 14Q: 3 clusters Score -2269094 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2269188.750000 Penalty: 4747.224609
	Iteration 15Q: 3 clusters Score -2269189 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2269254.750000 Penalty: 4747.224609
	Iteration 16Q: 3 clusters Score -2269255 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2269305.250000 Penalty: 4747.224609
	Iteration 17Q: 3 clusters Score -2269305 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2269343.250000 Penalty: 4747.224609
	Iteration 18Q: 3 clusters Score -2269343 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2269392.000000 Penalty: 4747.224609
	Iteration 19Q: 3 clusters Score -2269392 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2269410.750000 Penalty: 4747.224609
	Iteration 20F: 3 clusters Score -2269411 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2269429.250000 Penalty: 4747.224609
	Iteration 21Q: 3 clusters Score -2269429 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2269449.250000 Penalty: 4747.224609
	Iteration 22Q: 3 clusters Score -2269449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2269456.750000 Penalty: 4747.224609
	Iteration 23Q: 3 clusters Score -2269457 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2269468.500000 Penalty: 4747.224609
	Iteration 24Q: 3 clusters Score -2269468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2269479.000000 Penalty: 4747.224609
	Iteration 25Q: 3 clusters Score -2269479 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2269479.500000 Penalty: 4747.224609
	Iteration 26Q: 3 clusters Score -2269480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2269486.000000 Penalty: 4747.224609
	Iteration 27Q: 3 clusters Score -2269486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2269494.750000 Penalty: 4747.224609
	Iteration 28Q: 3 clusters Score -2269495 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2269504.250000 Penalty: 4747.224609
	Iteration 29Q: 3 clusters Score -2269504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2269514.750000 Penalty: 4747.224609
	Iteration 30Q: 3 clusters Score -2269515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2269513.750000 Penalty: 4747.224609
	Iteration 31Q: 3 clusters Score -2269514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2269520.500000 Penalty: 4747.224609
	Iteration 32Q: 3 clusters Score -2269520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2269524.000000 Penalty: 4747.224609
	Iteration 33Q: 3 clusters Score -2269524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2269523.250000 Penalty: 4747.224609
	Iteration 34Q: 3 clusters Score -2269523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2269523.500000 Penalty: 4747.224609
	Iteration 35Q: 3 clusters Score -2269524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2269530.250000 Penalty: 4747.224609
	Iteration 36Q: 3 clusters Score -2269530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2269534.500000 Penalty: 4747.224609
	Iteration 37Q: 3 clusters Score -2269534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2269536.500000 Penalty: 4747.224609
	Iteration 38Q: 3 clusters Score -2269536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2269538.750000 Penalty: 4747.224609
	Iteration 39Q: 3 clusters Score -2269539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2269541.250000 Penalty: 4747.224609
	Iteration 40F: 3 clusters Score -2269541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2269539.500000 Penalty: 4747.224609
	Iteration 41Q: 3 clusters Score -2269540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2269547.500000 Penalty: 4747.224609
	Iteration 42Q: 3 clusters Score -2269548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2269550.250000 Penalty: 4747.224609
	Iteration 43Q: 3 clusters Score -2269550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2269550.000000 Penalty: 4747.224609
	Iteration 44Q: 3 clusters Score -2269550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2269545.750000 Penalty: 4747.224609
	Iteration 45Q: 3 clusters Score -2269546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2269544.750000 Penalty: 4747.224609
	Iteration 46Q: 3 clusters Score -2269545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2269547.250000 Penalty: 4747.224609
	Iteration 47Q: 3 clusters Score -2269547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2269545.250000 Penalty: 4747.224609
	Iteration 48Q: 3 clusters Score -2269545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2269542.750000 Penalty: 4747.224609
	Iteration 49Q: 3 clusters Score -2269543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2269545.500000 Penalty: 4747.224609
	Iteration 50Q: 3 clusters Score -2269546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2269542.750000 Penalty: 4747.224609
	Iteration 51Q: 3 clusters Score -2269543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2269542.000000 Penalty: 4747.224609
	Iteration 52Q: 3 clusters Score -2269542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2269547.000000 Penalty: 4747.224609
	Iteration 53Q: 3 clusters Score -2269547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2269547.500000 Penalty: 4747.224609
	Iteration 54Q: 3 clusters Score -2269548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2269546.000000 Penalty: 4747.224609
	Iteration 55Q: 3 clusters Score -2269546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2269547.250000 Penalty: 4747.224609
	Iteration 56Q: 3 clusters Score -2269547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2269546.250000 Penalty: 4747.224609
	Iteration 57Q: 3 clusters Score -2269546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2269546.250000 Penalty: 4747.224609
	Iteration 58Q: 3 clusters Score -2269546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2269546.000000 Penalty: 4747.224609
	Iteration 59Q: 3 clusters Score -2269546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2269545.500000 Penalty: 4747.224609
	Iteration 60F: 3 clusters Score -2269546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2269546.250000 Penalty: 4747.224609
	Iteration 61Q: 3 clusters Score -2269546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2269546.500000 Penalty: 4747.224609
	Iteration 62Q: 3 clusters Score -2269546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2269546.500000 Penalty: 4747.224609
	Iteration 63Q: 3 clusters Score -2269546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2269546.000000 Penalty: 4747.224609
	Iteration 64Q: 3 clusters Score -2269546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2269547.000000 Penalty: 4747.224609
	Iteration 65Q: 3 clusters Score -2269547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2269547.500000 Penalty: 4747.224609
	Iteration 66Q: 3 clusters Score -2269548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2269543.750000 Penalty: 4747.224609
	Iteration 67Q: 3 clusters Score -2269544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2269545.500000 Penalty: 4747.224609
	Iteration 68Q: 3 clusters Score -2269546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2269546.500000 Penalty: 4747.224609
	Iteration 69Q: 3 clusters Score -2269546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2269545.750000 Penalty: 4747.224609
	Iteration 70Q: 3 clusters Score -2269546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2269545.250000 Penalty: 4747.224609
	Iteration 71Q: 3 clusters Score -2269545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2269546.000000 Penalty: 4747.224609
	Iteration 72Q: 3 clusters Score -2269546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2269548.750000 Penalty: 4747.224609
	Iteration 73Q: 3 clusters Score -2269549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2269544.500000 Penalty: 4747.224609
	Iteration 74Q: 3 clusters Score -2269544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2269550.250000 Penalty: 4747.224609
	Iteration 75Q: 3 clusters Score -2269550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2269550.000000 Penalty: 4747.224609
	Iteration 76Q: 3 clusters Score -2269550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2269552.250000 Penalty: 4747.224609
	Iteration 77Q: 3 clusters Score -2269552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2269557.000000 Penalty: 4747.224609
	Iteration 78Q: 3 clusters Score -2269557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2269554.250000 Penalty: 4747.224609
	Iteration 79Q: 3 clusters Score -2269554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2269554.250000 Penalty: 4747.224609
	Iteration 80F: 3 clusters Score -2269554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Entering Unmasked Estep 
Score: -10235748.000000 Penalty: 2745.936768
	Iteration 0F: 2 clusters Score -1.023575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -10192764.000000 Penalty: 5491.873535
	Iteration 0F: 3 clusters Score -1.019276e+07 nChanged 29827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -10209220.000000 Penalty: 5491.873535
	Iteration 1F: 3 clusters Score -1.020922e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -10209704.000000 Penalty: 5491.873535
	Iteration 2Q: 3 clusters Score -1.02097e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -10210144.000000 Penalty: 5491.873535
	Iteration 3Q: 3 clusters Score -1.021014e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -10210595.000000 Penalty: 5491.873535
	Iteration 4Q: 3 clusters Score -1.02106e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -10211064.000000 Penalty: 5491.873535
	Iteration 5Q: 3 clusters Score -1.021106e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -10211521.000000 Penalty: 5491.873535
	Iteration 6Q: 3 clusters Score -1.021152e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -10212211.000000 Penalty: 5491.873535
	Iteration 7Q: 3 clusters Score -1.021221e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -10213041.000000 Penalty: 5491.873535
	Iteration 8Q: 3 clusters Score -1.021304e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -10214293.000000 Penalty: 5491.873535
	Iteration 9Q: 3 clusters Score -1.021429e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -10216120.000000 Penalty: 5491.873535
	Iteration 10F: 3 clusters Score -1.021612e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -10218885.000000 Penalty: 5491.873535
	Iteration 11F: 3 clusters Score -1.021888e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -10222363.000000 Penalty: 5491.873535
	Iteration 12F: 3 clusters Score -1.022236e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -10225765.000000 Penalty: 5491.873535
	Iteration 13F: 3 clusters Score -1.022576e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -10228638.000000 Penalty: 5491.873535
	Iteration 14Q: 3 clusters Score -1.022864e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
Score: -10230634.000000 Penalty: 5491.873535
	Iteration 15Q: 3 clusters Score -1.023063e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -10231808.000000 Penalty: 5491.873535
	Iteration 16Q: 3 clusters Score -1.023181e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -10232499.000000 Penalty: 5491.873535
	Iteration 17Q: 3 clusters Score -1.02325e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -10232836.000000 Penalty: 5491.873535
	Iteration 18Q: 3 clusters Score -1.023284e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -10233042.000000 Penalty: 5491.873535
	Iteration 19Q: 3 clusters Score -1.023304e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -10233168.000000 Penalty: 5491.873535
	Iteration 20F: 3 clusters Score -1.023317e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 63930 members 
Entering Unmasked Estep 
Score: -10233246.000000 Penalty: 5491.873535
	Iteration 21Q: 3 clusters Score -1.023325e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -10233289.000000 Penalty: 5491.873535
	Iteration 22Q: 3 clusters Score -1.023329e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -10233305.000000 Penalty: 5491.873535
	Iteration 23Q: 3 clusters Score -1.02333e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -10233321.000000 Penalty: 5491.873535
	Iteration 24Q: 3 clusters Score -1.023332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -10233344.000000 Penalty: 5491.873535
	Iteration 25Q: 3 clusters Score -1.023334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 64010 members 
Entering Unmasked Estep 
Score: -10233342.000000 Penalty: 5491.873535
	Iteration 26Q: 3 clusters Score -1.023334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -10233350.000000 Penalty: 5491.873535
	Iteration 27Q: 3 clusters Score -1.023335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -10233355.000000 Penalty: 5491.873535
	Iteration 28Q: 3 clusters Score -1.023336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -10233364.000000 Penalty: 5491.873535
	Iteration 29Q: 3 clusters Score -1.023336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 64028 members 
Entering Unmasked Estep 
Score: -10233376.000000 Penalty: 5491.873535
	Iteration 30Q: 3 clusters Score -1.023338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -10233376.000000 Penalty: 5491.873535
	Iteration 31Q: 3 clusters Score -1.023338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -10233379.000000 Penalty: 5491.873535
	Iteration 32Q: 3 clusters Score -1.023338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -10233379.000000 Penalty: 5491.873535
	Iteration 33F: 3 clusters Score -1.023338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Entering Unmasked Estep 
Score: -513372.562500 Penalty: 2014.421753
	Iteration 0F: 2 clusters Score -513372.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -509838.468750 Penalty: 4028.843506
	Iteration 0F: 3 clusters Score -509838.5 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -510590.625000 Penalty: 4028.843506
	Iteration 1F: 3 clusters Score -510590.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -510799.312500 Penalty: 4028.843506
	Iteration 2F: 3 clusters Score -510799.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -510935.218750 Penalty: 4028.843506
	Iteration 3F: 3 clusters Score -510935.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -511030.093750 Penalty: 4028.843506
	Iteration 4Q: 3 clusters Score -511030.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -511097.843750 Penalty: 4028.843506
	Iteration 5Q: 3 clusters Score -511097.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -511170.593750 Penalty: 4028.843506
	Iteration 6Q: 3 clusters Score -511170.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -511233.937500 Penalty: 4028.843506
	Iteration 7Q: 3 clusters Score -511233.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -511292.437500 Penalty: 4028.843506
	Iteration 8Q: 3 clusters Score -511292.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -511353.500000 Penalty: 4028.843506
	Iteration 9Q: 3 clusters Score -511353.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -511419.000000 Penalty: 4028.843506
	Iteration 10Q: 3 clusters Score -511419 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -511499.343750 Penalty: 4028.843506
	Iteration 11Q: 3 clusters Score -511499.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -511601.187500 Penalty: 4028.843506
	Iteration 12Q: 3 clusters Score -511601.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -511726.593750 Penalty: 4028.843506
	Iteration 13Q: 3 clusters Score -511726.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -511907.437500 Penalty: 4028.843506
	Iteration 14Q: 3 clusters Score -511907.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -512165.375000 Penalty: 4028.843506
	Iteration 15Q: 3 clusters Score -512165.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -512372.906250 Penalty: 4028.843506
	Iteration 16Q: 3 clusters Score -512372.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -512452.625000 Penalty: 4028.843506
	Iteration 17Q: 3 clusters Score -512452.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -512502.187500 Penalty: 4028.843506
	Iteration 18Q: 3 clusters Score -512502.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -512538.312500 Penalty: 4028.843506
	Iteration 19Q: 3 clusters Score -512538.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -512559.437500 Penalty: 4028.843506
	Iteration 20F: 3 clusters Score -512559.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -512578.625000 Penalty: 4028.843506
	Iteration 21Q: 3 clusters Score -512578.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -512590.718750 Penalty: 4028.843506
	Iteration 22Q: 3 clusters Score -512590.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -512603.062500 Penalty: 4028.843506
	Iteration 23Q: 3 clusters Score -512603.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -512615.937500 Penalty: 4028.843506
	Iteration 24Q: 3 clusters Score -512615.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -512627.187500 Penalty: 4028.843506
	Iteration 25Q: 3 clusters Score -512627.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -512635.562500 Penalty: 4028.843506
	Iteration 26Q: 3 clusters Score -512635.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -512643.187500 Penalty: 4028.843506
	Iteration 27Q: 3 clusters Score -512643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -512647.125000 Penalty: 4028.843506
	Iteration 28Q: 3 clusters Score -512647.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -512652.187500 Penalty: 4028.843506
	Iteration 29Q: 3 clusters Score -512652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -512657.250000 Penalty: 4028.843506
	Iteration 30Q: 3 clusters Score -512657.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -512659.750000 Penalty: 4028.843506
	Iteration 31Q: 3 clusters Score -512659.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -512662.281250 Penalty: 4028.843506
	Iteration 32Q: 3 clusters Score -512662.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -512662.156250 Penalty: 4028.843506
	Iteration 33Q: 3 clusters Score -512662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -512664.250000 Penalty: 4028.843506
	Iteration 34Q: 3 clusters Score -512664.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -512666.531250 Penalty: 4028.843506
	Iteration 35Q: 3 clusters Score -512666.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -512666.531250 Penalty: 4028.843506
	Iteration 36F: 3 clusters Score -512666.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Entering Unmasked Estep 
Score: -599330.937500 Penalty: 2059.392090
	Iteration 0F: 2 clusters Score -599330.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -595470.250000 Penalty: 4118.784180
	Iteration 0F: 3 clusters Score -595470.2 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -596531.625000 Penalty: 4118.784180
	Iteration 1F: 3 clusters Score -596531.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -596877.562500 Penalty: 4118.784180
	Iteration 2F: 3 clusters Score -596877.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -597157.375000 Penalty: 4118.784180
	Iteration 3F: 3 clusters Score -597157.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -597422.000000 Penalty: 4118.784180
	Iteration 4F: 3 clusters Score -597422 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -597699.937500 Penalty: 4118.784180
	Iteration 5F: 3 clusters Score -597699.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -597917.562500 Penalty: 4118.784180
	Iteration 6Q: 3 clusters Score -597917.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -598110.562500 Penalty: 4118.784180
	Iteration 7Q: 3 clusters Score -598110.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -598312.562500 Penalty: 4118.784180
	Iteration 8Q: 3 clusters Score -598312.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -598455.562500 Penalty: 4118.784180
	Iteration 9Q: 3 clusters Score -598455.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -598559.250000 Penalty: 4118.784180
	Iteration 10Q: 3 clusters Score -598559.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -598648.250000 Penalty: 4118.784180
	Iteration 11Q: 3 clusters Score -598648.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -598713.187500 Penalty: 4118.784180
	Iteration 12Q: 3 clusters Score -598713.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -598763.312500 Penalty: 4118.784180
	Iteration 13Q: 3 clusters Score -598763.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -598794.687500 Penalty: 4118.784180
	Iteration 14Q: 3 clusters Score -598794.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -598816.500000 Penalty: 4118.784180
	Iteration 15Q: 3 clusters Score -598816.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -598826.437500 Penalty: 4118.784180
	Iteration 16Q: 3 clusters Score -598826.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -598838.937500 Penalty: 4118.784180
	Iteration 17Q: 3 clusters Score -598838.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -598841.937500 Penalty: 4118.784180
	Iteration 18Q: 3 clusters Score -598841.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -598842.500000 Penalty: 4118.784180
	Iteration 19Q: 3 clusters Score -598842.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -598844.625000 Penalty: 4118.784180
	Iteration 20F: 3 clusters Score -598844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -598845.687500 Penalty: 4118.784180
	Iteration 21Q: 3 clusters Score -598845.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -598847.750000 Penalty: 4118.784180
	Iteration 22Q: 3 clusters Score -598847.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -598847.750000 Penalty: 4118.784180
	Iteration 23F: 3 clusters Score -598847.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -736191.750000 Penalty: 2104.710205
	Iteration 0F: 2 clusters Score -736191.8 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 2453 members 
Entering Unmasked Estep 
Score: -731775.250000 Penalty: 4209.420410
	Iteration 0F: 3 clusters Score -731775.2 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -732892.812500 Penalty: 4209.420410
	Iteration 1F: 3 clusters Score -732892.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -733187.812500 Penalty: 4209.420410
	Iteration 2F: 3 clusters Score -733187.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -733393.250000 Penalty: 4209.420410
	Iteration 3F: 3 clusters Score -733393.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -733589.562500 Penalty: 4209.420410
	Iteration 4Q: 3 clusters Score -733589.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -733771.687500 Penalty: 4209.420410
	Iteration 5Q: 3 clusters Score -733771.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -733917.687500 Penalty: 4209.420410
	Iteration 6Q: 3 clusters Score -733917.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -734039.375000 Penalty: 4209.420410
	Iteration 7Q: 3 clusters Score -734039.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -734145.062500 Penalty: 4209.420410
	Iteration 8Q: 3 clusters Score -734145.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -734233.687500 Penalty: 4209.420410
	Iteration 9Q: 3 clusters Score -734233.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -734313.812500 Penalty: 4209.420410
	Iteration 10Q: 3 clusters Score -734313.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -734376.812500 Penalty: 4209.420410
	Iteration 11Q: 3 clusters Score -734376.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -734423.437500 Penalty: 4209.420410
	Iteration 12Q: 3 clusters Score -734423.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -734468.125000 Penalty: 4209.420410
	Iteration 13Q: 3 clusters Score -734468.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -734506.937500 Penalty: 4209.420410
	Iteration 14Q: 3 clusters Score -734506.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -734540.750000 Penalty: 4209.420410
	Iteration 15Q: 3 clusters Score -734540.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -734571.062500 Penalty: 4209.420410
	Iteration 16Q: 3 clusters Score -734571.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -734593.437500 Penalty: 4209.420410
	Iteration 17Q: 3 clusters Score -734593.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -734611.687500 Penalty: 4209.420410
	Iteration 18Q: 3 clusters Score -734611.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -734625.625000 Penalty: 4209.420410
	Iteration 19Q: 3 clusters Score -734625.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -734640.312500 Penalty: 4209.420410
	Iteration 20F: 3 clusters Score -734640.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -734656.312500 Penalty: 4209.420410
	Iteration 21Q: 3 clusters Score -734656.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -734673.062500 Penalty: 4209.420410
	Iteration 22Q: 3 clusters Score -734673.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -734685.750000 Penalty: 4209.420410
	Iteration 23Q: 3 clusters Score -734685.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -734695.625000 Penalty: 4209.420410
	Iteration 24Q: 3 clusters Score -734695.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -734701.437500 Penalty: 4209.420410
	Iteration 25Q: 3 clusters Score -734701.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -734705.750000 Penalty: 4209.420410
	Iteration 26Q: 3 clusters Score -734705.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -734711.125000 Penalty: 4209.420410
	Iteration 27Q: 3 clusters Score -734711.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -734718.687500 Penalty: 4209.420410
	Iteration 28Q: 3 clusters Score -734718.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -734731.875000 Penalty: 4209.420410
	Iteration 29Q: 3 clusters Score -734731.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -734738.187500 Penalty: 4209.420410
	Iteration 30Q: 3 clusters Score -734738.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -734743.187500 Penalty: 4209.420410
	Iteration 31Q: 3 clusters Score -734743.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -734746.250000 Penalty: 4209.420410
	Iteration 32Q: 3 clusters Score -734746.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -734746.375000 Penalty: 4209.420410
	Iteration 33Q: 3 clusters Score -734746.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -734751.312500 Penalty: 4209.420410
	Iteration 34Q: 3 clusters Score -734751.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -734754.000000 Penalty: 4209.420410
	Iteration 35Q: 3 clusters Score -734754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -734758.312500 Penalty: 4209.420410
	Iteration 36Q: 3 clusters Score -734758.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -734760.062500 Penalty: 4209.420410
	Iteration 37Q: 3 clusters Score -734760.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -734760.750000 Penalty: 4209.420410
	Iteration 38Q: 3 clusters Score -734760.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -734761.500000 Penalty: 4209.420410
	Iteration 39Q: 3 clusters Score -734761.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -734761.750000 Penalty: 4209.420410
	Iteration 40F: 3 clusters Score -734761.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Entering Unmasked Estep 
Score: -2017055.750000 Penalty: 2345.888916
	Iteration 0F: 2 clusters Score -2017056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2007718.750000 Penalty: 4691.777832
	Iteration 0F: 3 clusters Score -2007719 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2010748.375000 Penalty: 4691.777832
	Iteration 1F: 3 clusters Score -2010748 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2011310.125000 Penalty: 4691.777832
	Iteration 2F: 3 clusters Score -2011310 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2011963.375000 Penalty: 4691.777832
	Iteration 3F: 3 clusters Score -2011963 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2012730.750000 Penalty: 4691.777832
	Iteration 4F: 3 clusters Score -2012731 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2013633.000000 Penalty: 4691.777832
	Iteration 5F: 3 clusters Score -2013633 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2014604.875000 Penalty: 4691.777832
	Iteration 6F: 3 clusters Score -2014605 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2015339.875000 Penalty: 4691.777832
	Iteration 7F: 3 clusters Score -2015340 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2015886.000000 Penalty: 4691.777832
	Iteration 8Q: 3 clusters Score -2015886 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2016424.625000 Penalty: 4691.777832
	Iteration 9Q: 3 clusters Score -2016425 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2017004.875000 Penalty: 4691.777832
	Iteration 10Q: 3 clusters Score -2017005 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2017491.375000 Penalty: 4691.777832
	Iteration 11Q: 3 clusters Score -2017491 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2017705.875000 Penalty: 4691.777832
	Iteration 12Q: 3 clusters Score -2017706 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2017781.375000 Penalty: 4691.777832
	Iteration 13Q: 3 clusters Score -2017781 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2017808.375000 Penalty: 4691.777832
	Iteration 14Q: 3 clusters Score -2017808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2017817.750000 Penalty: 4691.777832
	Iteration 15Q: 3 clusters Score -2017818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2017826.250000 Penalty: 4691.777832
	Iteration 16Q: 3 clusters Score -2017826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2017827.250000 Penalty: 4691.777832
	Iteration 17Q: 3 clusters Score -2017827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2017827.375000 Penalty: 4691.777832
	Iteration 18Q: 3 clusters Score -2017827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2017831.875000 Penalty: 4691.777832
	Iteration 19Q: 3 clusters Score -2017832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2017828.875000 Penalty: 4691.777832
	Iteration 20F: 3 clusters Score -2017829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2017833.625000 Penalty: 4691.777832
	Iteration 21Q: 3 clusters Score -2017834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2017835.125000 Penalty: 4691.777832
	Iteration 22Q: 3 clusters Score -2017835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2017839.000000 Penalty: 4691.777832
	Iteration 23Q: 3 clusters Score -2017839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2017840.250000 Penalty: 4691.777832
	Iteration 24Q: 3 clusters Score -2017840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2017836.500000 Penalty: 4691.777832
	Iteration 25Q: 3 clusters Score -2017836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2017838.375000 Penalty: 4691.777832
	Iteration 26Q: 3 clusters Score -2017838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2017841.000000 Penalty: 4691.777832
	Iteration 27Q: 3 clusters Score -2017841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2017841.500000 Penalty: 4691.777832
	Iteration 28Q: 3 clusters Score -2017842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2017842.750000 Penalty: 4691.777832
	Iteration 29Q: 3 clusters Score -2017843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2017841.375000 Penalty: 4691.777832
	Iteration 30Q: 3 clusters Score -2017841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2017841.250000 Penalty: 4691.777832
	Iteration 31Q: 3 clusters Score -2017841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2017840.250000 Penalty: 4691.777832
	Iteration 32Q: 3 clusters Score -2017840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2017840.625000 Penalty: 4691.777832
	Iteration 33Q: 3 clusters Score -2017841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2017843.125000 Penalty: 4691.777832
	Iteration 34Q: 3 clusters Score -2017843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2017849.625000 Penalty: 4691.777832
	Iteration 35Q: 3 clusters Score -2017850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2017847.000000 Penalty: 4691.777832
	Iteration 36Q: 3 clusters Score -2017847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2017846.875000 Penalty: 4691.777832
	Iteration 37Q: 3 clusters Score -2017847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2017848.500000 Penalty: 4691.777832
	Iteration 38Q: 3 clusters Score -2017848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2017849.625000 Penalty: 4691.777832
	Iteration 39Q: 3 clusters Score -2017850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2017850.250000 Penalty: 4691.777832
	Iteration 40F: 3 clusters Score -2017850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2017854.500000 Penalty: 4691.777832
	Iteration 41Q: 3 clusters Score -2017854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2017856.250000 Penalty: 4691.777832
	Iteration 42Q: 3 clusters Score -2017856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2017856.125000 Penalty: 4691.777832
	Iteration 43Q: 3 clusters Score -2017856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2017853.125000 Penalty: 4691.777832
	Iteration 44Q: 3 clusters Score -2017853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2017851.125000 Penalty: 4691.777832
	Iteration 45Q: 3 clusters Score -2017851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2017853.625000 Penalty: 4691.777832
	Iteration 46Q: 3 clusters Score -2017854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2017853.750000 Penalty: 4691.777832
	Iteration 47Q: 3 clusters Score -2017854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2017852.750000 Penalty: 4691.777832
	Iteration 48Q: 3 clusters Score -2017853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2017856.750000 Penalty: 4691.777832
	Iteration 49Q: 3 clusters Score -2017857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2017857.125000 Penalty: 4691.777832
	Iteration 50Q: 3 clusters Score -2017857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2017855.000000 Penalty: 4691.777832
	Iteration 51Q: 3 clusters Score -2017855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2017860.875000 Penalty: 4691.777832
	Iteration 52Q: 3 clusters Score -2017861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2017858.500000 Penalty: 4691.777832
	Iteration 53Q: 3 clusters Score -2017858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2017862.625000 Penalty: 4691.777832
	Iteration 54Q: 3 clusters Score -2017863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2017864.000000 Penalty: 4691.777832
	Iteration 55Q: 3 clusters Score -2017864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2017866.125000 Penalty: 4691.777832
	Iteration 56Q: 3 clusters Score -2017866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2017866.125000 Penalty: 4691.777832
	Iteration 57Q: 3 clusters Score -2017866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2017866.125000 Penalty: 4691.777832
	Iteration 58F: 3 clusters Score -2017866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6600 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10936 members 
Mstep: Class 5 contains 37678 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15819 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36818 members 
Mstep: Class 14 contains 26953 members 
Mstep: Class 15 contains 14343 members 
Mstep: Class 16 contains 64365 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4040 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 7566 members 
Mstep: Class 21 contains 26931 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123399 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 3997 members 
Mstep: Class 29 contains 108351 members 
Mstep: Class 30 contains 9940 members 
Mstep: Class 31 contains 51972 members 
Mstep: Class 32 contains 6360 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21567 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6309 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 20494 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Mstep: Class 50 contains 5260 members 
Entering Unmasked Estep 
Score: -122567416.000000 Penalty: 168560.843750
Splitting cluster 20 changes total score from -122567456.000000 to -122567416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (26931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Entering Unmasked Estep 
Score: -4217192.500000 Penalty: 2529.856445
	Iteration 0F: 2 clusters Score -4217192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -4198687.000000 Penalty: 5059.712891
	Iteration 0F: 3 clusters Score -4198687 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -4205265.000000 Penalty: 5059.712891
	Iteration 1F: 3 clusters Score -4205265 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -4205822.500000 Penalty: 5059.712891
	Iteration 2F: 3 clusters Score -4205822 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -4206348.500000 Penalty: 5059.712891
	Iteration 3Q: 3 clusters Score -4206348 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -4206904.500000 Penalty: 5059.712891
	Iteration 4Q: 3 clusters Score -4206904 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -4207587.000000 Penalty: 5059.712891
	Iteration 5Q: 3 clusters Score -4207587 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -4208353.000000 Penalty: 5059.712891
	Iteration 6F: 3 clusters Score -4208353 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -4209210.000000 Penalty: 5059.712891
	Iteration 7F: 3 clusters Score -4209210 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -4210054.500000 Penalty: 5059.712891
	Iteration 8F: 3 clusters Score -4210054 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -4210829.500000 Penalty: 5059.712891
	Iteration 9Q: 3 clusters Score -4210830 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -4211578.000000 Penalty: 5059.712891
	Iteration 10Q: 3 clusters Score -4211578 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -4212196.000000 Penalty: 5059.712891
	Iteration 11Q: 3 clusters Score -4212196 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -4212704.000000 Penalty: 5059.712891
	Iteration 12Q: 3 clusters Score -4212704 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -4213063.000000 Penalty: 5059.712891
	Iteration 13Q: 3 clusters Score -4213063 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -4213381.500000 Penalty: 5059.712891
	Iteration 14Q: 3 clusters Score -4213382 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -4213654.500000 Penalty: 5059.712891
	Iteration 15Q: 3 clusters Score -4213654 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -4213885.000000 Penalty: 5059.712891
	Iteration 16Q: 3 clusters Score -4213885 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -4214079.500000 Penalty: 5059.712891
	Iteration 17Q: 3 clusters Score -4214080 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -4214245.500000 Penalty: 5059.712891
	Iteration 18Q: 3 clusters Score -4214246 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -4214403.500000 Penalty: 5059.712891
	Iteration 19Q: 3 clusters Score -4214404 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -4214522.500000 Penalty: 5059.712891
	Iteration 20F: 3 clusters Score -4214522 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -4214605.500000 Penalty: 5059.712891
	Iteration 21Q: 3 clusters Score -4214606 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -4214687.500000 Penalty: 5059.712891
	Iteration 22Q: 3 clusters Score -4214688 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -4214766.000000 Penalty: 5059.712891
	Iteration 23Q: 3 clusters Score -4214766 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -4214836.000000 Penalty: 5059.712891
	Iteration 24Q: 3 clusters Score -4214836 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -4214890.500000 Penalty: 5059.712891
	Iteration 25Q: 3 clusters Score -4214890 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -4214932.500000 Penalty: 5059.712891
	Iteration 26Q: 3 clusters Score -4214932 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -4214993.500000 Penalty: 5059.712891
	Iteration 27Q: 3 clusters Score -4214994 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -4215017.500000 Penalty: 5059.712891
	Iteration 28Q: 3 clusters Score -4215018 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4215045.000000 Penalty: 5059.712891
	Iteration 29Q: 3 clusters Score -4215045 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -4215089.000000 Penalty: 5059.712891
	Iteration 30Q: 3 clusters Score -4215089 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -4215136.500000 Penalty: 5059.712891
	Iteration 31Q: 3 clusters Score -4215136 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -4215155.500000 Penalty: 5059.712891
	Iteration 32Q: 3 clusters Score -4215156 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -4215194.000000 Penalty: 5059.712891
	Iteration 33Q: 3 clusters Score -4215194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -4215223.500000 Penalty: 5059.712891
	Iteration 34Q: 3 clusters Score -4215224 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -4215248.500000 Penalty: 5059.712891
	Iteration 35Q: 3 clusters Score -4215248 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -4215263.500000 Penalty: 5059.712891
	Iteration 36Q: 3 clusters Score -4215264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -4215261.500000 Penalty: 5059.712891
	Iteration 37Q: 3 clusters Score -4215262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -4215277.500000 Penalty: 5059.712891
	Iteration 38Q: 3 clusters Score -4215278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -4215293.000000 Penalty: 5059.712891
	Iteration 39Q: 3 clusters Score -4215293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -4215306.000000 Penalty: 5059.712891
	Iteration 40F: 3 clusters Score -4215306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -4215325.500000 Penalty: 5059.712891
	Iteration 41Q: 3 clusters Score -4215326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -4215336.500000 Penalty: 5059.712891
	Iteration 42Q: 3 clusters Score -4215336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -4215341.500000 Penalty: 5059.712891
	Iteration 43Q: 3 clusters Score -4215342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -4215345.500000 Penalty: 5059.712891
	Iteration 44Q: 3 clusters Score -4215346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -4215353.000000 Penalty: 5059.712891
	Iteration 45Q: 3 clusters Score -4215353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -4215355.500000 Penalty: 5059.712891
	Iteration 46Q: 3 clusters Score -4215356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -4215350.500000 Penalty: 5059.712891
	Iteration 47Q: 3 clusters Score -4215350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -4215357.000000 Penalty: 5059.712891
	Iteration 48Q: 3 clusters Score -4215357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -4215359.000000 Penalty: 5059.712891
	Iteration 49Q: 3 clusters Score -4215359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -4215362.000000 Penalty: 5059.712891
	Iteration 50Q: 3 clusters Score -4215362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -4215362.500000 Penalty: 5059.712891
	Iteration 51Q: 3 clusters Score -4215362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -4215363.000000 Penalty: 5059.712891
	Iteration 52Q: 3 clusters Score -4215363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -4215373.500000 Penalty: 5059.712891
	Iteration 53Q: 3 clusters Score -4215374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -4215370.500000 Penalty: 5059.712891
	Iteration 54Q: 3 clusters Score -4215370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -4215376.000000 Penalty: 5059.712891
	Iteration 55Q: 3 clusters Score -4215376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -4215385.500000 Penalty: 5059.712891
	Iteration 56Q: 3 clusters Score -4215386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -4215389.000000 Penalty: 5059.712891
	Iteration 57Q: 3 clusters Score -4215389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -4215393.000000 Penalty: 5059.712891
	Iteration 58Q: 3 clusters Score -4215393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -4215405.500000 Penalty: 5059.712891
	Iteration 59Q: 3 clusters Score -4215406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -4215412.000000 Penalty: 5059.712891
	Iteration 60F: 3 clusters Score -4215412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -4215417.500000 Penalty: 5059.712891
	Iteration 61Q: 3 clusters Score -4215418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -4215414.000000 Penalty: 5059.712891
	Iteration 62Q: 3 clusters Score -4215414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -4215416.500000 Penalty: 5059.712891
	Iteration 63Q: 3 clusters Score -4215416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -4215433.000000 Penalty: 5059.712891
	Iteration 64Q: 3 clusters Score -4215433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -4215439.000000 Penalty: 5059.712891
	Iteration 65Q: 3 clusters Score -4215439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -4215446.000000 Penalty: 5059.712891
	Iteration 66Q: 3 clusters Score -4215446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -4215444.000000 Penalty: 5059.712891
	Iteration 67Q: 3 clusters Score -4215444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -4215448.500000 Penalty: 5059.712891
	Iteration 68Q: 3 clusters Score -4215448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -4215455.000000 Penalty: 5059.712891
	Iteration 69Q: 3 clusters Score -4215455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -4215465.500000 Penalty: 5059.712891
	Iteration 70Q: 3 clusters Score -4215466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -4215469.000000 Penalty: 5059.712891
	Iteration 71Q: 3 clusters Score -4215469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -4215472.000000 Penalty: 5059.712891
	Iteration 72Q: 3 clusters Score -4215472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -4215478.500000 Penalty: 5059.712891
	Iteration 73Q: 3 clusters Score -4215478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -4215485.500000 Penalty: 5059.712891
	Iteration 74Q: 3 clusters Score -4215486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -4215502.000000 Penalty: 5059.712891
	Iteration 75Q: 3 clusters Score -4215502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -4215512.500000 Penalty: 5059.712891
	Iteration 76Q: 3 clusters Score -4215512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -4215524.500000 Penalty: 5059.712891
	Iteration 77Q: 3 clusters Score -4215524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -4215532.500000 Penalty: 5059.712891
	Iteration 78Q: 3 clusters Score -4215532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -4215540.500000 Penalty: 5059.712891
	Iteration 79Q: 3 clusters Score -4215540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -4215546.500000 Penalty: 5059.712891
	Iteration 80F: 3 clusters Score -4215546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -4215553.000000 Penalty: 5059.712891
	Iteration 81Q: 3 clusters Score -4215553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -4215552.500000 Penalty: 5059.712891
	Iteration 82Q: 3 clusters Score -4215552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -4215562.500000 Penalty: 5059.712891
	Iteration 83Q: 3 clusters Score -4215562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -4215564.000000 Penalty: 5059.712891
	Iteration 84Q: 3 clusters Score -4215564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -4215562.500000 Penalty: 5059.712891
	Iteration 85Q: 3 clusters Score -4215562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -4215567.000000 Penalty: 5059.712891
	Iteration 86Q: 3 clusters Score -4215567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -4215570.500000 Penalty: 5059.712891
	Iteration 87Q: 3 clusters Score -4215570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -4215568.500000 Penalty: 5059.712891
	Iteration 88Q: 3 clusters Score -4215568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -4215569.000000 Penalty: 5059.712891
	Iteration 89Q: 3 clusters Score -4215569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -4215568.000000 Penalty: 5059.712891
	Iteration 90Q: 3 clusters Score -4215568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -4215571.000000 Penalty: 5059.712891
	Iteration 91Q: 3 clusters Score -4215571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -4215571.500000 Penalty: 5059.712891
	Iteration 92Q: 3 clusters Score -4215572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -4215572.000000 Penalty: 5059.712891
	Iteration 93Q: 3 clusters Score -4215572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -4215572.000000 Penalty: 5059.712891
	Iteration 94Q: 3 clusters Score -4215572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -4215579.000000 Penalty: 5059.712891
	Iteration 95Q: 3 clusters Score -4215579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -4215573.500000 Penalty: 5059.712891
	Iteration 96Q: 3 clusters Score -4215574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -4215574.500000 Penalty: 5059.712891
	Iteration 97Q: 3 clusters Score -4215574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -4215574.500000 Penalty: 5059.712891
	Iteration 98F: 3 clusters Score -4215574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -26476.263672 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -26476.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25538.492188 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -25538.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25619.511719 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -25619.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -25634.388672 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -25634.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25640.376953 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -25640.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25640.376953 Penalty: 2630.439209
	Iteration 4F: 3 clusters Score -25640.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (123399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123399 members 
Entering Unmasked Estep 
Score: -18668018.000000 Penalty: 2907.348145
	Iteration 0F: 2 clusters Score -1.866802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 61639 members 
Entering Unmasked Estep 
Score: -18586006.000000 Penalty: 5814.696289
	Iteration 0F: 3 clusters Score -1.858601e+07 nChanged 58646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62934 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -18619990.000000 Penalty: 5814.696289
	Iteration 1F: 3 clusters Score -1.861999e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -18621124.000000 Penalty: 5814.696289
	Iteration 2Q: 3 clusters Score -1.862112e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65318 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -18622526.000000 Penalty: 5814.696289
	Iteration 3Q: 3 clusters Score -1.862253e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -18624296.000000 Penalty: 5814.696289
	Iteration 4Q: 3 clusters Score -1.86243e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -18626714.000000 Penalty: 5814.696289
	Iteration 5Q: 3 clusters Score -1.862671e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74493 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -18629894.000000 Penalty: 5814.696289
	Iteration 6F: 3 clusters Score -1.862989e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -18634120.000000 Penalty: 5814.696289
	Iteration 7F: 3 clusters Score -1.863412e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85711 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -18638990.000000 Penalty: 5814.696289
	Iteration 8F: 3 clusters Score -1.863899e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91996 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -18644478.000000 Penalty: 5814.696289
	Iteration 9F: 3 clusters Score -1.864448e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97862 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -18649642.000000 Penalty: 5814.696289
	Iteration 10F: 3 clusters Score -1.864964e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102676 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -18653620.000000 Penalty: 5814.696289
	Iteration 11Q: 3 clusters Score -1.865362e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106504 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -18656488.000000 Penalty: 5814.696289
	Iteration 12Q: 3 clusters Score -1.865649e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109723 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -18658828.000000 Penalty: 5814.696289
	Iteration 13Q: 3 clusters Score -1.865883e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112435 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -18660728.000000 Penalty: 5814.696289
	Iteration 14Q: 3 clusters Score -1.866073e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114708 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -18662186.000000 Penalty: 5814.696289
	Iteration 15Q: 3 clusters Score -1.866219e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116567 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -18663384.000000 Penalty: 5814.696289
	Iteration 16Q: 3 clusters Score -1.866338e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117993 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -18664222.000000 Penalty: 5814.696289
	Iteration 17Q: 3 clusters Score -1.866422e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118993 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -18664728.000000 Penalty: 5814.696289
	Iteration 18Q: 3 clusters Score -1.866473e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119717 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -18665144.000000 Penalty: 5814.696289
	Iteration 19Q: 3 clusters Score -1.866514e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120250 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -18665396.000000 Penalty: 5814.696289
	Iteration 20F: 3 clusters Score -1.86654e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120658 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -18665522.000000 Penalty: 5814.696289
	Iteration 21Q: 3 clusters Score -1.866552e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120962 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -18665652.000000 Penalty: 5814.696289
	Iteration 22Q: 3 clusters Score -1.866565e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121184 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -18665730.000000 Penalty: 5814.696289
	Iteration 23Q: 3 clusters Score -1.866573e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121350 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -18665818.000000 Penalty: 5814.696289
	Iteration 24Q: 3 clusters Score -1.866582e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121475 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -18665878.000000 Penalty: 5814.696289
	Iteration 25Q: 3 clusters Score -1.866588e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121576 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -18665916.000000 Penalty: 5814.696289
	Iteration 26Q: 3 clusters Score -1.866592e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121654 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -18665938.000000 Penalty: 5814.696289
	Iteration 27Q: 3 clusters Score -1.866594e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121710 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -18665958.000000 Penalty: 5814.696289
	Iteration 28Q: 3 clusters Score -1.866596e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121766 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -18665944.000000 Penalty: 5814.696289
	Iteration 29Q: 3 clusters Score -1.866594e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121817 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -18666000.000000 Penalty: 5814.696289
	Iteration 30Q: 3 clusters Score -1.8666e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121873 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -18666038.000000 Penalty: 5814.696289
	Iteration 31Q: 3 clusters Score -1.866604e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121919 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -18666036.000000 Penalty: 5814.696289
	Iteration 32Q: 3 clusters Score -1.866604e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121957 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -18666042.000000 Penalty: 5814.696289
	Iteration 33Q: 3 clusters Score -1.866604e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121990 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -18666060.000000 Penalty: 5814.696289
	Iteration 34Q: 3 clusters Score -1.866606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122012 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -18666060.000000 Penalty: 5814.696289
	Iteration 35Q: 3 clusters Score -1.866606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122034 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -18666050.000000 Penalty: 5814.696289
	Iteration 36Q: 3 clusters Score -1.866605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122050 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -18666086.000000 Penalty: 5814.696289
	Iteration 37Q: 3 clusters Score -1.866609e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122072 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -18666080.000000 Penalty: 5814.696289
	Iteration 38Q: 3 clusters Score -1.866608e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122100 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -18666076.000000 Penalty: 5814.696289
	Iteration 39Q: 3 clusters Score -1.866608e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122124 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -18666094.000000 Penalty: 5814.696289
	Iteration 40F: 3 clusters Score -1.866609e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122146 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -18666088.000000 Penalty: 5814.696289
	Iteration 41Q: 3 clusters Score -1.866609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122158 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -18666088.000000 Penalty: 5814.696289
	Iteration 42Q: 3 clusters Score -1.866609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122164 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -18666082.000000 Penalty: 5814.696289
	Iteration 43Q: 3 clusters Score -1.866608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122165 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -18666080.000000 Penalty: 5814.696289
	Iteration 44Q: 3 clusters Score -1.866608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122165 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -18666084.000000 Penalty: 5814.696289
	Iteration 45Q: 3 clusters Score -1.866608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122167 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -18666082.000000 Penalty: 5814.696289
	Iteration 46Q: 3 clusters Score -1.866608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122167 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -18666082.000000 Penalty: 5814.696289
	Iteration 47F: 3 clusters Score -1.866608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Entering Unmasked Estep 
Score: -2805072.750000 Penalty: 2424.939209
	Iteration 0F: 2 clusters Score -2805073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2792691.500000 Penalty: 4849.878418
	Iteration 0F: 3 clusters Score -2792692 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2796960.000000 Penalty: 4849.878418
	Iteration 1F: 3 clusters Score -2796960 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2797664.500000 Penalty: 4849.878418
	Iteration 2F: 3 clusters Score -2797664 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2798559.000000 Penalty: 4849.878418
	Iteration 3F: 3 clusters Score -2798559 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2799482.000000 Penalty: 4849.878418
	Iteration 4F: 3 clusters Score -2799482 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2800425.500000 Penalty: 4849.878418
	Iteration 5F: 3 clusters Score -2800426 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2801340.000000 Penalty: 4849.878418
	Iteration 6F: 3 clusters Score -2801340 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2802035.250000 Penalty: 4849.878418
	Iteration 7F: 3 clusters Score -2802035 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2802574.250000 Penalty: 4849.878418
	Iteration 8Q: 3 clusters Score -2802574 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2803016.250000 Penalty: 4849.878418
	Iteration 9Q: 3 clusters Score -2803016 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2803351.250000 Penalty: 4849.878418
	Iteration 10Q: 3 clusters Score -2803351 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2803652.000000 Penalty: 4849.878418
	Iteration 11Q: 3 clusters Score -2803652 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2803855.000000 Penalty: 4849.878418
	Iteration 12Q: 3 clusters Score -2803855 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2803965.000000 Penalty: 4849.878418
	Iteration 13Q: 3 clusters Score -2803965 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2804068.250000 Penalty: 4849.878418
	Iteration 14Q: 3 clusters Score -2804068 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2804132.000000 Penalty: 4849.878418
	Iteration 15Q: 3 clusters Score -2804132 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2804170.250000 Penalty: 4849.878418
	Iteration 16Q: 3 clusters Score -2804170 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2804197.500000 Penalty: 4849.878418
	Iteration 17Q: 3 clusters Score -2804198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2804218.500000 Penalty: 4849.878418
	Iteration 18Q: 3 clusters Score -2804218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2804242.750000 Penalty: 4849.878418
	Iteration 19Q: 3 clusters Score -2804243 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2804268.250000 Penalty: 4849.878418
	Iteration 20F: 3 clusters Score -2804268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2804279.500000 Penalty: 4849.878418
	Iteration 21Q: 3 clusters Score -2804280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2804302.750000 Penalty: 4849.878418
	Iteration 22Q: 3 clusters Score -2804303 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2804323.750000 Penalty: 4849.878418
	Iteration 23Q: 3 clusters Score -2804324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2804349.750000 Penalty: 4849.878418
	Iteration 24Q: 3 clusters Score -2804350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2804367.000000 Penalty: 4849.878418
	Iteration 25Q: 3 clusters Score -2804367 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2804387.000000 Penalty: 4849.878418
	Iteration 26Q: 3 clusters Score -2804387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2804406.000000 Penalty: 4849.878418
	Iteration 27Q: 3 clusters Score -2804406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2804412.250000 Penalty: 4849.878418
	Iteration 28Q: 3 clusters Score -2804412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2804422.750000 Penalty: 4849.878418
	Iteration 29Q: 3 clusters Score -2804423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2804431.750000 Penalty: 4849.878418
	Iteration 30Q: 3 clusters Score -2804432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2804442.250000 Penalty: 4849.878418
	Iteration 31Q: 3 clusters Score -2804442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2804444.000000 Penalty: 4849.878418
	Iteration 32Q: 3 clusters Score -2804444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2804446.250000 Penalty: 4849.878418
	Iteration 33Q: 3 clusters Score -2804446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2804454.000000 Penalty: 4849.878418
	Iteration 34Q: 3 clusters Score -2804454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2804458.000000 Penalty: 4849.878418
	Iteration 35Q: 3 clusters Score -2804458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2804458.500000 Penalty: 4849.878418
	Iteration 36Q: 3 clusters Score -2804458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2804459.000000 Penalty: 4849.878418
	Iteration 37Q: 3 clusters Score -2804459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2804461.000000 Penalty: 4849.878418
	Iteration 38Q: 3 clusters Score -2804461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2804463.000000 Penalty: 4849.878418
	Iteration 39Q: 3 clusters Score -2804463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2804464.000000 Penalty: 4849.878418
	Iteration 40F: 3 clusters Score -2804464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -61023.882812 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -61023.88 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 224 members 
Entering Unmasked Estep 
Score: -59664.773438 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -59664.77 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59869.753906 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -59869.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59992.218750 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -59992.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60095.718750 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -60095.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60160.945312 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -60160.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60223.910156 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -60223.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60280.335938 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -60280.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60405.027344 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -60405.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60537.796875 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -60537.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -60865.925781 Penalty: 3019.040283
	Iteration 9F: 3 clusters Score -60865.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61096.738281 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -61096.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61158.781250 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -61158.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61160.019531 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -61160.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61172.273438 Penalty: 3019.040283
	Iteration 13Q: 3 clusters Score -61172.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61179.589844 Penalty: 3019.040283
	Iteration 14F: 3 clusters Score -61179.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61447.292969 Penalty: 3019.040283
	Iteration 15Q: 3 clusters Score -61447.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61449.984375 Penalty: 3019.040283
	Iteration 16Q: 3 clusters Score -61449.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61449.984375 Penalty: 3019.040283
	Iteration 17F: 3 clusters Score -61449.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6600 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10936 members 
Mstep: Class 5 contains 37678 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15819 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36818 members 
Mstep: Class 14 contains 26953 members 
Mstep: Class 15 contains 14343 members 
Mstep: Class 16 contains 64365 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4040 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26931 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123399 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 120 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 3997 members 
Mstep: Class 29 contains 108351 members 
Mstep: Class 30 contains 9940 members 
Mstep: Class 31 contains 51972 members 
Mstep: Class 32 contains 6360 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21567 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6309 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 20494 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Mstep: Class 50 contains 320 members 
Entering Unmasked Estep 
Score: -122566080.000000 Penalty: 168560.843750
Splitting cluster 25 changes total score from -122567456.000000 to -122566080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (9859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Entering Unmasked Estep 
Score: -1535872.875000 Penalty: 2280.642822
	Iteration 0F: 2 clusters Score -1535873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1528300.750000 Penalty: 4561.285645
	Iteration 0F: 3 clusters Score -1528301 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1530472.500000 Penalty: 4561.285645
	Iteration 1F: 3 clusters Score -1530472 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1530831.875000 Penalty: 4561.285645
	Iteration 2F: 3 clusters Score -1530832 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1531142.250000 Penalty: 4561.285645
	Iteration 3F: 3 clusters Score -1531142 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1531425.250000 Penalty: 4561.285645
	Iteration 4Q: 3 clusters Score -1531425 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1531683.500000 Penalty: 4561.285645
	Iteration 5Q: 3 clusters Score -1531684 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1531956.625000 Penalty: 4561.285645
	Iteration 6Q: 3 clusters Score -1531957 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1532249.125000 Penalty: 4561.285645
	Iteration 7Q: 3 clusters Score -1532249 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1532559.500000 Penalty: 4561.285645
	Iteration 8Q: 3 clusters Score -1532560 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1532866.125000 Penalty: 4561.285645
	Iteration 9Q: 3 clusters Score -1532866 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1533135.250000 Penalty: 4561.285645
	Iteration 10Q: 3 clusters Score -1533135 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1533346.750000 Penalty: 4561.285645
	Iteration 11Q: 3 clusters Score -1533347 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1533501.500000 Penalty: 4561.285645
	Iteration 12Q: 3 clusters Score -1533502 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1533611.750000 Penalty: 4561.285645
	Iteration 13Q: 3 clusters Score -1533612 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1533709.625000 Penalty: 4561.285645
	Iteration 14Q: 3 clusters Score -1533710 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1533786.500000 Penalty: 4561.285645
	Iteration 15Q: 3 clusters Score -1533786 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1533845.375000 Penalty: 4561.285645
	Iteration 16Q: 3 clusters Score -1533845 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1533901.500000 Penalty: 4561.285645
	Iteration 17Q: 3 clusters Score -1533902 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1533947.000000 Penalty: 4561.285645
	Iteration 18Q: 3 clusters Score -1533947 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1534002.375000 Penalty: 4561.285645
	Iteration 19Q: 3 clusters Score -1534002 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1534050.125000 Penalty: 4561.285645
	Iteration 20F: 3 clusters Score -1534050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1534086.500000 Penalty: 4561.285645
	Iteration 21Q: 3 clusters Score -1534086 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1534130.125000 Penalty: 4561.285645
	Iteration 22Q: 3 clusters Score -1534130 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1534196.875000 Penalty: 4561.285645
	Iteration 23Q: 3 clusters Score -1534197 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1534289.875000 Penalty: 4561.285645
	Iteration 24Q: 3 clusters Score -1534290 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1534409.250000 Penalty: 4561.285645
	Iteration 25Q: 3 clusters Score -1534409 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1534484.375000 Penalty: 4561.285645
	Iteration 26Q: 3 clusters Score -1534484 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1534537.250000 Penalty: 4561.285645
	Iteration 27Q: 3 clusters Score -1534537 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1534570.625000 Penalty: 4561.285645
	Iteration 28Q: 3 clusters Score -1534571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1534593.875000 Penalty: 4561.285645
	Iteration 29Q: 3 clusters Score -1534594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1534617.125000 Penalty: 4561.285645
	Iteration 30Q: 3 clusters Score -1534617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1534642.875000 Penalty: 4561.285645
	Iteration 31Q: 3 clusters Score -1534643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1534655.750000 Penalty: 4561.285645
	Iteration 32Q: 3 clusters Score -1534656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1534666.750000 Penalty: 4561.285645
	Iteration 33Q: 3 clusters Score -1534667 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1534689.000000 Penalty: 4561.285645
	Iteration 34Q: 3 clusters Score -1534689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1534704.875000 Penalty: 4561.285645
	Iteration 35Q: 3 clusters Score -1534705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1534732.500000 Penalty: 4561.285645
	Iteration 36Q: 3 clusters Score -1534732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1534756.625000 Penalty: 4561.285645
	Iteration 37Q: 3 clusters Score -1534757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1534773.000000 Penalty: 4561.285645
	Iteration 38Q: 3 clusters Score -1534773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1534785.125000 Penalty: 4561.285645
	Iteration 39Q: 3 clusters Score -1534785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1534818.500000 Penalty: 4561.285645
	Iteration 40F: 3 clusters Score -1534818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1534871.500000 Penalty: 4561.285645
	Iteration 41Q: 3 clusters Score -1534872 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1534935.750000 Penalty: 4561.285645
	Iteration 42Q: 3 clusters Score -1534936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1534982.625000 Penalty: 4561.285645
	Iteration 43Q: 3 clusters Score -1534983 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1535026.000000 Penalty: 4561.285645
	Iteration 44Q: 3 clusters Score -1535026 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1535054.500000 Penalty: 4561.285645
	Iteration 45Q: 3 clusters Score -1535054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1535072.000000 Penalty: 4561.285645
	Iteration 46Q: 3 clusters Score -1535072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1535078.250000 Penalty: 4561.285645
	Iteration 47Q: 3 clusters Score -1535078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1535082.625000 Penalty: 4561.285645
	Iteration 48Q: 3 clusters Score -1535083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1535082.000000 Penalty: 4561.285645
	Iteration 49Q: 3 clusters Score -1535082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1535081.250000 Penalty: 4561.285645
	Iteration 50Q: 3 clusters Score -1535081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1535088.625000 Penalty: 4561.285645
	Iteration 51Q: 3 clusters Score -1535089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1535087.125000 Penalty: 4561.285645
	Iteration 52Q: 3 clusters Score -1535087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1535087.250000 Penalty: 4561.285645
	Iteration 53Q: 3 clusters Score -1535087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1535086.875000 Penalty: 4561.285645
	Iteration 54Q: 3 clusters Score -1535087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1535089.250000 Penalty: 4561.285645
	Iteration 55Q: 3 clusters Score -1535089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1535089.500000 Penalty: 4561.285645
	Iteration 56Q: 3 clusters Score -1535090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1535090.000000 Penalty: 4561.285645
	Iteration 57F: 3 clusters Score -1535090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1535091.250000 Penalty: 4561.285645
	Iteration 58Q: 3 clusters Score -1535091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1535091.250000 Penalty: 4561.285645
	Iteration 59F: 3 clusters Score -1535091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Entering Unmasked Estep 
Score: -2419400.000000 Penalty: 2407.558838
	Iteration 0F: 2 clusters Score -2419400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2407706.000000 Penalty: 4815.117676
	Iteration 0F: 3 clusters Score -2407706 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2411784.250000 Penalty: 4815.117676
	Iteration 1F: 3 clusters Score -2411784 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2412534.750000 Penalty: 4815.117676
	Iteration 2F: 3 clusters Score -2412535 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2413185.250000 Penalty: 4815.117676
	Iteration 3F: 3 clusters Score -2413185 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2413727.750000 Penalty: 4815.117676
	Iteration 4F: 3 clusters Score -2413728 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2414148.000000 Penalty: 4815.117676
	Iteration 5F: 3 clusters Score -2414148 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2414500.250000 Penalty: 4815.117676
	Iteration 6Q: 3 clusters Score -2414500 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2414827.000000 Penalty: 4815.117676
	Iteration 7Q: 3 clusters Score -2414827 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2415097.750000 Penalty: 4815.117676
	Iteration 8Q: 3 clusters Score -2415098 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2415406.500000 Penalty: 4815.117676
	Iteration 9Q: 3 clusters Score -2415406 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2415715.250000 Penalty: 4815.117676
	Iteration 10Q: 3 clusters Score -2415715 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2416009.000000 Penalty: 4815.117676
	Iteration 11Q: 3 clusters Score -2416009 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2416294.250000 Penalty: 4815.117676
	Iteration 12Q: 3 clusters Score -2416294 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2416569.750000 Penalty: 4815.117676
	Iteration 13Q: 3 clusters Score -2416570 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2416813.250000 Penalty: 4815.117676
	Iteration 14Q: 3 clusters Score -2416813 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2417056.250000 Penalty: 4815.117676
	Iteration 15Q: 3 clusters Score -2417056 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2417254.500000 Penalty: 4815.117676
	Iteration 16Q: 3 clusters Score -2417254 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2417443.250000 Penalty: 4815.117676
	Iteration 17Q: 3 clusters Score -2417443 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2417602.500000 Penalty: 4815.117676
	Iteration 18Q: 3 clusters Score -2417602 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2417737.000000 Penalty: 4815.117676
	Iteration 19Q: 3 clusters Score -2417737 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2417827.500000 Penalty: 4815.117676
	Iteration 20F: 3 clusters Score -2417828 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2417899.250000 Penalty: 4815.117676
	Iteration 21Q: 3 clusters Score -2417899 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2417950.000000 Penalty: 4815.117676
	Iteration 22Q: 3 clusters Score -2417950 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2417988.500000 Penalty: 4815.117676
	Iteration 23Q: 3 clusters Score -2417988 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2418021.250000 Penalty: 4815.117676
	Iteration 24Q: 3 clusters Score -2418021 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2418036.250000 Penalty: 4815.117676
	Iteration 25Q: 3 clusters Score -2418036 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2418060.500000 Penalty: 4815.117676
	Iteration 26Q: 3 clusters Score -2418060 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2418071.250000 Penalty: 4815.117676
	Iteration 27Q: 3 clusters Score -2418071 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2418085.250000 Penalty: 4815.117676
	Iteration 28Q: 3 clusters Score -2418085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2418097.500000 Penalty: 4815.117676
	Iteration 29Q: 3 clusters Score -2418098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2418108.500000 Penalty: 4815.117676
	Iteration 30Q: 3 clusters Score -2418108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2418113.000000 Penalty: 4815.117676
	Iteration 31Q: 3 clusters Score -2418113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2418111.250000 Penalty: 4815.117676
	Iteration 32Q: 3 clusters Score -2418111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2418112.250000 Penalty: 4815.117676
	Iteration 33Q: 3 clusters Score -2418112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2418112.500000 Penalty: 4815.117676
	Iteration 34Q: 3 clusters Score -2418112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2418115.500000 Penalty: 4815.117676
	Iteration 35Q: 3 clusters Score -2418116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2418112.750000 Penalty: 4815.117676
	Iteration 36Q: 3 clusters Score -2418113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2418117.750000 Penalty: 4815.117676
	Iteration 37Q: 3 clusters Score -2418118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2418118.250000 Penalty: 4815.117676
	Iteration 38Q: 3 clusters Score -2418118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2418121.250000 Penalty: 4815.117676
	Iteration 39Q: 3 clusters Score -2418121 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2418135.000000 Penalty: 4815.117676
	Iteration 40F: 3 clusters Score -2418135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2418136.000000 Penalty: 4815.117676
	Iteration 41Q: 3 clusters Score -2418136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2418150.250000 Penalty: 4815.117676
	Iteration 42Q: 3 clusters Score -2418150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2418151.250000 Penalty: 4815.117676
	Iteration 43Q: 3 clusters Score -2418151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2418156.250000 Penalty: 4815.117676
	Iteration 44Q: 3 clusters Score -2418156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2418156.500000 Penalty: 4815.117676
	Iteration 45Q: 3 clusters Score -2418156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2418153.750000 Penalty: 4815.117676
	Iteration 46Q: 3 clusters Score -2418154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2418152.000000 Penalty: 4815.117676
	Iteration 47Q: 3 clusters Score -2418152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2418154.500000 Penalty: 4815.117676
	Iteration 48Q: 3 clusters Score -2418154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2418163.500000 Penalty: 4815.117676
	Iteration 49Q: 3 clusters Score -2418164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2418165.000000 Penalty: 4815.117676
	Iteration 50Q: 3 clusters Score -2418165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2418167.250000 Penalty: 4815.117676
	Iteration 51Q: 3 clusters Score -2418167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2418168.500000 Penalty: 4815.117676
	Iteration 52Q: 3 clusters Score -2418168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2418168.000000 Penalty: 4815.117676
	Iteration 53Q: 3 clusters Score -2418168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2418173.750000 Penalty: 4815.117676
	Iteration 54Q: 3 clusters Score -2418174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2418175.000000 Penalty: 4815.117676
	Iteration 55Q: 3 clusters Score -2418175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2418170.000000 Penalty: 4815.117676
	Iteration 56Q: 3 clusters Score -2418170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2418168.750000 Penalty: 4815.117676
	Iteration 57Q: 3 clusters Score -2418169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2418168.250000 Penalty: 4815.117676
	Iteration 58Q: 3 clusters Score -2418168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2418168.500000 Penalty: 4815.117676
	Iteration 59Q: 3 clusters Score -2418168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2418170.500000 Penalty: 4815.117676
	Iteration 60F: 3 clusters Score -2418170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Entering Unmasked Estep 
Score: -593698.937500 Penalty: 2056.738281
	Iteration 0F: 2 clusters Score -593698.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -589791.125000 Penalty: 4113.476562
	Iteration 0F: 3 clusters Score -589791.1 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -590785.500000 Penalty: 4113.476562
	Iteration 1F: 3 clusters Score -590785.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -591130.062500 Penalty: 4113.476562
	Iteration 2F: 3 clusters Score -591130.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -591438.187500 Penalty: 4113.476562
	Iteration 3F: 3 clusters Score -591438.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -591700.750000 Penalty: 4113.476562
	Iteration 4F: 3 clusters Score -591700.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -591945.062500 Penalty: 4113.476562
	Iteration 5F: 3 clusters Score -591945.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -592171.500000 Penalty: 4113.476562
	Iteration 6Q: 3 clusters Score -592171.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -592387.312500 Penalty: 4113.476562
	Iteration 7Q: 3 clusters Score -592387.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -592525.437500 Penalty: 4113.476562
	Iteration 8Q: 3 clusters Score -592525.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -592606.312500 Penalty: 4113.476562
	Iteration 9Q: 3 clusters Score -592606.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -592672.312500 Penalty: 4113.476562
	Iteration 10Q: 3 clusters Score -592672.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -592727.437500 Penalty: 4113.476562
	Iteration 11Q: 3 clusters Score -592727.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -592759.312500 Penalty: 4113.476562
	Iteration 12Q: 3 clusters Score -592759.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -592781.437500 Penalty: 4113.476562
	Iteration 13Q: 3 clusters Score -592781.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -592799.375000 Penalty: 4113.476562
	Iteration 14Q: 3 clusters Score -592799.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -592808.250000 Penalty: 4113.476562
	Iteration 15Q: 3 clusters Score -592808.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -592813.750000 Penalty: 4113.476562
	Iteration 16Q: 3 clusters Score -592813.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -592819.187500 Penalty: 4113.476562
	Iteration 17Q: 3 clusters Score -592819.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -592824.250000 Penalty: 4113.476562
	Iteration 18Q: 3 clusters Score -592824.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -592827.625000 Penalty: 4113.476562
	Iteration 19Q: 3 clusters Score -592827.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -592832.062500 Penalty: 4113.476562
	Iteration 20F: 3 clusters Score -592832.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -592835.062500 Penalty: 4113.476562
	Iteration 21Q: 3 clusters Score -592835.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -592840.625000 Penalty: 4113.476562
	Iteration 22Q: 3 clusters Score -592840.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -592843.875000 Penalty: 4113.476562
	Iteration 23Q: 3 clusters Score -592843.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -592844.750000 Penalty: 4113.476562
	Iteration 24Q: 3 clusters Score -592844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -592845.687500 Penalty: 4113.476562
	Iteration 25Q: 3 clusters Score -592845.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -592846.500000 Penalty: 4113.476562
	Iteration 26Q: 3 clusters Score -592846.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -592848.250000 Penalty: 4113.476562
	Iteration 27Q: 3 clusters Score -592848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -592849.687500 Penalty: 4113.476562
	Iteration 28Q: 3 clusters Score -592849.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -592850.750000 Penalty: 4113.476562
	Iteration 29Q: 3 clusters Score -592850.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -592850.750000 Penalty: 4113.476562
	Iteration 30F: 3 clusters Score -592850.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108351 members 
Entering Unmasked Estep 
Score: -17385016.000000 Penalty: 2875.096436
	Iteration 0F: 2 clusters Score -1.738502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -17320332.000000 Penalty: 5750.192871
	Iteration 0F: 3 clusters Score -1.732033e+07 nChanged 51251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -17349634.000000 Penalty: 5750.192871
	Iteration 1F: 3 clusters Score -1.734963e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 58438 members 
Entering Unmasked Estep 
Score: -17350578.000000 Penalty: 5750.192871
	Iteration 2Q: 3 clusters Score -1.735058e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -17351904.000000 Penalty: 5750.192871
	Iteration 3Q: 3 clusters Score -1.73519e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -17353728.000000 Penalty: 5750.192871
	Iteration 4Q: 3 clusters Score -1.735373e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 68486 members 
Entering Unmasked Estep 
Score: -17356512.000000 Penalty: 5750.192871
	Iteration 5F: 3 clusters Score -1.735651e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 74508 members 
Entering Unmasked Estep 
Score: -17360650.000000 Penalty: 5750.192871
	Iteration 6F: 3 clusters Score -1.736065e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 81669 members 
Entering Unmasked Estep 
Score: -17366104.000000 Penalty: 5750.192871
	Iteration 7F: 3 clusters Score -1.73661e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 88812 members 
Entering Unmasked Estep 
Score: -17371676.000000 Penalty: 5750.192871
	Iteration 8F: 3 clusters Score -1.737168e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 94948 members 
Entering Unmasked Estep 
Score: -17376170.000000 Penalty: 5750.192871
	Iteration 9F: 3 clusters Score -1.737617e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 99584 members 
Entering Unmasked Estep 
Score: -17379004.000000 Penalty: 5750.192871
	Iteration 10Q: 3 clusters Score -1.7379e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 102708 members 
Entering Unmasked Estep 
Score: -17380452.000000 Penalty: 5750.192871
	Iteration 11Q: 3 clusters Score -1.738045e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 104711 members 
Entering Unmasked Estep 
Score: -17381408.000000 Penalty: 5750.192871
	Iteration 12Q: 3 clusters Score -1.738141e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 105868 members 
Entering Unmasked Estep 
Score: -17381958.000000 Penalty: 5750.192871
	Iteration 13Q: 3 clusters Score -1.738196e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 106511 members 
Entering Unmasked Estep 
Score: -17382180.000000 Penalty: 5750.192871
	Iteration 14Q: 3 clusters Score -1.738218e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 106929 members 
Entering Unmasked Estep 
Score: -17382402.000000 Penalty: 5750.192871
	Iteration 15Q: 3 clusters Score -1.73824e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 107162 members 
Entering Unmasked Estep 
Score: -17382516.000000 Penalty: 5750.192871
	Iteration 16Q: 3 clusters Score -1.738252e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 107319 members 
Entering Unmasked Estep 
Score: -17382576.000000 Penalty: 5750.192871
	Iteration 17Q: 3 clusters Score -1.738258e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -17382650.000000 Penalty: 5750.192871
	Iteration 18Q: 3 clusters Score -1.738265e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 107518 members 
Entering Unmasked Estep 
Score: -17382702.000000 Penalty: 5750.192871
	Iteration 19Q: 3 clusters Score -1.73827e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 107576 members 
Entering Unmasked Estep 
Score: -17382722.000000 Penalty: 5750.192871
	Iteration 20F: 3 clusters Score -1.738272e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 107609 members 
Entering Unmasked Estep 
Score: -17382748.000000 Penalty: 5750.192871
	Iteration 21Q: 3 clusters Score -1.738275e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 107638 members 
Entering Unmasked Estep 
Score: -17382798.000000 Penalty: 5750.192871
	Iteration 22Q: 3 clusters Score -1.73828e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 107669 members 
Entering Unmasked Estep 
Score: -17382804.000000 Penalty: 5750.192871
	Iteration 23Q: 3 clusters Score -1.73828e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 107687 members 
Entering Unmasked Estep 
Score: -17382812.000000 Penalty: 5750.192871
	Iteration 24Q: 3 clusters Score -1.738281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 107695 members 
Entering Unmasked Estep 
Score: -17382800.000000 Penalty: 5750.192871
	Iteration 25Q: 3 clusters Score -1.73828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 107705 members 
Entering Unmasked Estep 
Score: -17382828.000000 Penalty: 5750.192871
	Iteration 26Q: 3 clusters Score -1.738283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 107710 members 
Entering Unmasked Estep 
Score: -17382832.000000 Penalty: 5750.192871
	Iteration 27Q: 3 clusters Score -1.738283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 107713 members 
Entering Unmasked Estep 
Score: -17382836.000000 Penalty: 5750.192871
	Iteration 28Q: 3 clusters Score -1.738284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 107719 members 
Entering Unmasked Estep 
Score: -17382848.000000 Penalty: 5750.192871
	Iteration 29Q: 3 clusters Score -1.738285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 107723 members 
Entering Unmasked Estep 
Score: -17382866.000000 Penalty: 5750.192871
	Iteration 30Q: 3 clusters Score -1.738287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 107726 members 
Entering Unmasked Estep 
Score: -17382868.000000 Penalty: 5750.192871
	Iteration 31Q: 3 clusters Score -1.738287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 107726 members 
Entering Unmasked Estep 
Score: -17382866.000000 Penalty: 5750.192871
	Iteration 32Q: 3 clusters Score -1.738287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 107728 members 
Entering Unmasked Estep 
Score: -17382850.000000 Penalty: 5750.192871
	Iteration 33Q: 3 clusters Score -1.738285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 107728 members 
Entering Unmasked Estep 
Score: -17382850.000000 Penalty: 5750.192871
	Iteration 34F: 3 clusters Score -1.738285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Entering Unmasked Estep 
Score: -1546077.125000 Penalty: 2282.671875
	Iteration 0F: 2 clusters Score -1546077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1538478.750000 Penalty: 4565.343750
	Iteration 0F: 3 clusters Score -1538479 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1540675.500000 Penalty: 4565.343750
	Iteration 1F: 3 clusters Score -1540676 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1540998.625000 Penalty: 4565.343750
	Iteration 2F: 3 clusters Score -1540999 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1541289.500000 Penalty: 4565.343750
	Iteration 3F: 3 clusters Score -1541290 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1541562.750000 Penalty: 4565.343750
	Iteration 4Q: 3 clusters Score -1541563 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1541824.125000 Penalty: 4565.343750
	Iteration 5Q: 3 clusters Score -1541824 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1542078.500000 Penalty: 4565.343750
	Iteration 6Q: 3 clusters Score -1542078 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1542342.500000 Penalty: 4565.343750
	Iteration 7Q: 3 clusters Score -1542342 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1542639.875000 Penalty: 4565.343750
	Iteration 8Q: 3 clusters Score -1542640 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1542948.125000 Penalty: 4565.343750
	Iteration 9Q: 3 clusters Score -1542948 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1543226.625000 Penalty: 4565.343750
	Iteration 10Q: 3 clusters Score -1543227 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1543453.375000 Penalty: 4565.343750
	Iteration 11Q: 3 clusters Score -1543453 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1543612.875000 Penalty: 4565.343750
	Iteration 12Q: 3 clusters Score -1543613 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1543719.875000 Penalty: 4565.343750
	Iteration 13Q: 3 clusters Score -1543720 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1543784.625000 Penalty: 4565.343750
	Iteration 14Q: 3 clusters Score -1543785 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1543837.250000 Penalty: 4565.343750
	Iteration 15Q: 3 clusters Score -1543837 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1543875.000000 Penalty: 4565.343750
	Iteration 16Q: 3 clusters Score -1543875 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1543909.125000 Penalty: 4565.343750
	Iteration 17Q: 3 clusters Score -1543909 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1543939.125000 Penalty: 4565.343750
	Iteration 18Q: 3 clusters Score -1543939 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1543960.375000 Penalty: 4565.343750
	Iteration 19Q: 3 clusters Score -1543960 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1543978.125000 Penalty: 4565.343750
	Iteration 20F: 3 clusters Score -1543978 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1543986.750000 Penalty: 4565.343750
	Iteration 21Q: 3 clusters Score -1543987 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1544008.375000 Penalty: 4565.343750
	Iteration 22Q: 3 clusters Score -1544008 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1544011.500000 Penalty: 4565.343750
	Iteration 23Q: 3 clusters Score -1544012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1544020.500000 Penalty: 4565.343750
	Iteration 24Q: 3 clusters Score -1544020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1544029.625000 Penalty: 4565.343750
	Iteration 25Q: 3 clusters Score -1544030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1544028.250000 Penalty: 4565.343750
	Iteration 26Q: 3 clusters Score -1544028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1544036.875000 Penalty: 4565.343750
	Iteration 27Q: 3 clusters Score -1544037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1544039.750000 Penalty: 4565.343750
	Iteration 28Q: 3 clusters Score -1544040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1544041.500000 Penalty: 4565.343750
	Iteration 29Q: 3 clusters Score -1544042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1544044.875000 Penalty: 4565.343750
	Iteration 30Q: 3 clusters Score -1544045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1544049.750000 Penalty: 4565.343750
	Iteration 31Q: 3 clusters Score -1544050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1544050.250000 Penalty: 4565.343750
	Iteration 32Q: 3 clusters Score -1544050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1544051.125000 Penalty: 4565.343750
	Iteration 33Q: 3 clusters Score -1544051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1544051.375000 Penalty: 4565.343750
	Iteration 34Q: 3 clusters Score -1544051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1544052.125000 Penalty: 4565.343750
	Iteration 35Q: 3 clusters Score -1544052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1544052.625000 Penalty: 4565.343750
	Iteration 36Q: 3 clusters Score -1544053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1544052.625000 Penalty: 4565.343750
	Iteration 37F: 3 clusters Score -1544053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (51972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Entering Unmasked Estep 
Score: -8167026.000000 Penalty: 2692.898193
	Iteration 0F: 2 clusters Score -8167026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -8132123.500000 Penalty: 5385.796387
	Iteration 0F: 3 clusters Score -8132124 nChanged 23908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -8145456.500000 Penalty: 5385.796387
	Iteration 1F: 3 clusters Score -8145456 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -8146204.500000 Penalty: 5385.796387
	Iteration 2Q: 3 clusters Score -8146204 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -8146975.500000 Penalty: 5385.796387
	Iteration 3Q: 3 clusters Score -8146976 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -8147776.500000 Penalty: 5385.796387
	Iteration 4Q: 3 clusters Score -8147776 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -8148800.500000 Penalty: 5385.796387
	Iteration 5Q: 3 clusters Score -8148800 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -8150129.000000 Penalty: 5385.796387
	Iteration 6Q: 3 clusters Score -8150129 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -8151967.000000 Penalty: 5385.796387
	Iteration 7F: 3 clusters Score -8151967 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -8154275.000000 Penalty: 5385.796387
	Iteration 8F: 3 clusters Score -8154275 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -8156938.500000 Penalty: 5385.796387
	Iteration 9F: 3 clusters Score -8156938 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -8159555.500000 Penalty: 5385.796387
	Iteration 10F: 3 clusters Score -8159556 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -8161590.500000 Penalty: 5385.796387
	Iteration 11Q: 3 clusters Score -8161590 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -8162857.500000 Penalty: 5385.796387
	Iteration 12Q: 3 clusters Score -8162858 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8163658.500000 Penalty: 5385.796387
	Iteration 13Q: 3 clusters Score -8163658 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8164120.500000 Penalty: 5385.796387
	Iteration 14Q: 3 clusters Score -8164120 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8164334.500000 Penalty: 5385.796387
	Iteration 15Q: 3 clusters Score -8164334 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8164432.000000 Penalty: 5385.796387
	Iteration 16Q: 3 clusters Score -8164432 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8164523.500000 Penalty: 5385.796387
	Iteration 17Q: 3 clusters Score -8164524 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8164579.000000 Penalty: 5385.796387
	Iteration 18Q: 3 clusters Score -8164579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8164615.000000 Penalty: 5385.796387
	Iteration 19Q: 3 clusters Score -8164615 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8164668.000000 Penalty: 5385.796387
	Iteration 20F: 3 clusters Score -8164668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8164694.000000 Penalty: 5385.796387
	Iteration 21Q: 3 clusters Score -8164694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8164702.000000 Penalty: 5385.796387
	Iteration 22Q: 3 clusters Score -8164702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8164709.000000 Penalty: 5385.796387
	Iteration 23Q: 3 clusters Score -8164709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8164715.000000 Penalty: 5385.796387
	Iteration 24Q: 3 clusters Score -8164715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8164717.500000 Penalty: 5385.796387
	Iteration 25Q: 3 clusters Score -8164718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8164718.500000 Penalty: 5385.796387
	Iteration 26Q: 3 clusters Score -8164718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8164718.500000 Penalty: 5385.796387
	Iteration 27F: 3 clusters Score -8164718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Entering Unmasked Estep 
Score: -986211.812500 Penalty: 2171.930420
	Iteration 0F: 2 clusters Score -986211.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -980795.687500 Penalty: 4343.860840
	Iteration 0F: 3 clusters Score -980795.7 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -982213.375000 Penalty: 4343.860840
	Iteration 1F: 3 clusters Score -982213.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -982466.375000 Penalty: 4343.860840
	Iteration 2F: 3 clusters Score -982466.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -982612.375000 Penalty: 4343.860840
	Iteration 3Q: 3 clusters Score -982612.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -982733.625000 Penalty: 4343.860840
	Iteration 4Q: 3 clusters Score -982733.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -982869.625000 Penalty: 4343.860840
	Iteration 5Q: 3 clusters Score -982869.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -983031.437500 Penalty: 4343.860840
	Iteration 6Q: 3 clusters Score -983031.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -983202.812500 Penalty: 4343.860840
	Iteration 7Q: 3 clusters Score -983202.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -983409.312500 Penalty: 4343.860840
	Iteration 8Q: 3 clusters Score -983409.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -983651.250000 Penalty: 4343.860840
	Iteration 9Q: 3 clusters Score -983651.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -983902.187500 Penalty: 4343.860840
	Iteration 10Q: 3 clusters Score -983902.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -984164.625000 Penalty: 4343.860840
	Iteration 11Q: 3 clusters Score -984164.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -984438.875000 Penalty: 4343.860840
	Iteration 12Q: 3 clusters Score -984438.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -984726.750000 Penalty: 4343.860840
	Iteration 13Q: 3 clusters Score -984726.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -984989.375000 Penalty: 4343.860840
	Iteration 14Q: 3 clusters Score -984989.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -985148.812500 Penalty: 4343.860840
	Iteration 15Q: 3 clusters Score -985148.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -985236.687500 Penalty: 4343.860840
	Iteration 16Q: 3 clusters Score -985236.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -985299.687500 Penalty: 4343.860840
	Iteration 17Q: 3 clusters Score -985299.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -985342.875000 Penalty: 4343.860840
	Iteration 18Q: 3 clusters Score -985342.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -985380.812500 Penalty: 4343.860840
	Iteration 19Q: 3 clusters Score -985380.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -985434.875000 Penalty: 4343.860840
	Iteration 20F: 3 clusters Score -985434.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -985489.125000 Penalty: 4343.860840
	Iteration 21Q: 3 clusters Score -985489.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -985536.625000 Penalty: 4343.860840
	Iteration 22Q: 3 clusters Score -985536.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -985587.562500 Penalty: 4343.860840
	Iteration 23Q: 3 clusters Score -985587.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -985667.500000 Penalty: 4343.860840
	Iteration 24Q: 3 clusters Score -985667.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -985776.500000 Penalty: 4343.860840
	Iteration 25Q: 3 clusters Score -985776.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -985877.000000 Penalty: 4343.860840
	Iteration 26Q: 3 clusters Score -985877 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -985940.625000 Penalty: 4343.860840
	Iteration 27Q: 3 clusters Score -985940.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -985974.750000 Penalty: 4343.860840
	Iteration 28Q: 3 clusters Score -985974.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -985992.875000 Penalty: 4343.860840
	Iteration 29Q: 3 clusters Score -985992.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -986000.125000 Penalty: 4343.860840
	Iteration 30Q: 3 clusters Score -986000.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -986005.812500 Penalty: 4343.860840
	Iteration 31Q: 3 clusters Score -986005.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -986006.000000 Penalty: 4343.860840
	Iteration 32Q: 3 clusters Score -986006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -986008.625000 Penalty: 4343.860840
	Iteration 33Q: 3 clusters Score -986008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -986009.687500 Penalty: 4343.860840
	Iteration 34Q: 3 clusters Score -986009.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -986008.625000 Penalty: 4343.860840
	Iteration 35Q: 3 clusters Score -986008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -986008.625000 Penalty: 4343.860840
	Iteration 36Q: 3 clusters Score -986008.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -986008.625000 Penalty: 4343.860840
	Iteration 37F: 3 clusters Score -986008.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Entering Unmasked Estep 
Score: -683424.687500 Penalty: 2072.134277
	Iteration 0F: 2 clusters Score -683424.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -679368.562500 Penalty: 4144.268555
	Iteration 0F: 3 clusters Score -679368.6 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -680305.875000 Penalty: 4144.268555
	Iteration 1F: 3 clusters Score -680305.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -680510.000000 Penalty: 4144.268555
	Iteration 2F: 3 clusters Score -680510 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -680634.562500 Penalty: 4144.268555
	Iteration 3F: 3 clusters Score -680634.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -680710.187500 Penalty: 4144.268555
	Iteration 4Q: 3 clusters Score -680710.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -680761.875000 Penalty: 4144.268555
	Iteration 5Q: 3 clusters Score -680761.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -680800.312500 Penalty: 4144.268555
	Iteration 6Q: 3 clusters Score -680800.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -680833.500000 Penalty: 4144.268555
	Iteration 7Q: 3 clusters Score -680833.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -680863.375000 Penalty: 4144.268555
	Iteration 8Q: 3 clusters Score -680863.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -680897.125000 Penalty: 4144.268555
	Iteration 9Q: 3 clusters Score -680897.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -680940.000000 Penalty: 4144.268555
	Iteration 10Q: 3 clusters Score -680940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -680976.812500 Penalty: 4144.268555
	Iteration 11Q: 3 clusters Score -680976.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -681011.062500 Penalty: 4144.268555
	Iteration 12Q: 3 clusters Score -681011.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -681048.750000 Penalty: 4144.268555
	Iteration 13Q: 3 clusters Score -681048.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -681077.750000 Penalty: 4144.268555
	Iteration 14Q: 3 clusters Score -681077.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -681105.937500 Penalty: 4144.268555
	Iteration 15Q: 3 clusters Score -681105.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -681140.312500 Penalty: 4144.268555
	Iteration 16Q: 3 clusters Score -681140.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -681178.875000 Penalty: 4144.268555
	Iteration 17Q: 3 clusters Score -681178.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -681209.750000 Penalty: 4144.268555
	Iteration 18Q: 3 clusters Score -681209.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -681238.687500 Penalty: 4144.268555
	Iteration 19Q: 3 clusters Score -681238.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -681263.812500 Penalty: 4144.268555
	Iteration 20F: 3 clusters Score -681263.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -681283.937500 Penalty: 4144.268555
	Iteration 21Q: 3 clusters Score -681283.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -681303.312500 Penalty: 4144.268555
	Iteration 22Q: 3 clusters Score -681303.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -681328.875000 Penalty: 4144.268555
	Iteration 23Q: 3 clusters Score -681328.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -681351.687500 Penalty: 4144.268555
	Iteration 24Q: 3 clusters Score -681351.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -681373.250000 Penalty: 4144.268555
	Iteration 25Q: 3 clusters Score -681373.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -681402.125000 Penalty: 4144.268555
	Iteration 26Q: 3 clusters Score -681402.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -681426.500000 Penalty: 4144.268555
	Iteration 27Q: 3 clusters Score -681426.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -681455.187500 Penalty: 4144.268555
	Iteration 28Q: 3 clusters Score -681455.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -681479.812500 Penalty: 4144.268555
	Iteration 29Q: 3 clusters Score -681479.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -681502.250000 Penalty: 4144.268555
	Iteration 30Q: 3 clusters Score -681502.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -681526.062500 Penalty: 4144.268555
	Iteration 31Q: 3 clusters Score -681526.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -681546.250000 Penalty: 4144.268555
	Iteration 32Q: 3 clusters Score -681546.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -681565.750000 Penalty: 4144.268555
	Iteration 33Q: 3 clusters Score -681565.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -681579.562500 Penalty: 4144.268555
	Iteration 34Q: 3 clusters Score -681579.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -681595.500000 Penalty: 4144.268555
	Iteration 35Q: 3 clusters Score -681595.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -681612.000000 Penalty: 4144.268555
	Iteration 36Q: 3 clusters Score -681612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -681626.500000 Penalty: 4144.268555
	Iteration 37Q: 3 clusters Score -681626.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -681636.562500 Penalty: 4144.268555
	Iteration 38Q: 3 clusters Score -681636.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -681644.687500 Penalty: 4144.268555
	Iteration 39Q: 3 clusters Score -681644.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -681650.750000 Penalty: 4144.268555
	Iteration 40F: 3 clusters Score -681650.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -681654.562500 Penalty: 4144.268555
	Iteration 41Q: 3 clusters Score -681654.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -681655.875000 Penalty: 4144.268555
	Iteration 42Q: 3 clusters Score -681655.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -681658.937500 Penalty: 4144.268555
	Iteration 43Q: 3 clusters Score -681658.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -681664.125000 Penalty: 4144.268555
	Iteration 44Q: 3 clusters Score -681664.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -681675.312500 Penalty: 4144.268555
	Iteration 45Q: 3 clusters Score -681675.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -681683.062500 Penalty: 4144.268555
	Iteration 46Q: 3 clusters Score -681683.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -681693.750000 Penalty: 4144.268555
	Iteration 47Q: 3 clusters Score -681693.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -681703.062500 Penalty: 4144.268555
	Iteration 48Q: 3 clusters Score -681703.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -681710.625000 Penalty: 4144.268555
	Iteration 49Q: 3 clusters Score -681710.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -681712.687500 Penalty: 4144.268555
	Iteration 50Q: 3 clusters Score -681712.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -681713.500000 Penalty: 4144.268555
	Iteration 51Q: 3 clusters Score -681713.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -681717.937500 Penalty: 4144.268555
	Iteration 52Q: 3 clusters Score -681717.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -681725.187500 Penalty: 4144.268555
	Iteration 53Q: 3 clusters Score -681725.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -681726.562500 Penalty: 4144.268555
	Iteration 54Q: 3 clusters Score -681726.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -681729.625000 Penalty: 4144.268555
	Iteration 55Q: 3 clusters Score -681729.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -681733.437500 Penalty: 4144.268555
	Iteration 56Q: 3 clusters Score -681733.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -681739.562500 Penalty: 4144.268555
	Iteration 57Q: 3 clusters Score -681739.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -681744.500000 Penalty: 4144.268555
	Iteration 58Q: 3 clusters Score -681744.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -681747.937500 Penalty: 4144.268555
	Iteration 59Q: 3 clusters Score -681747.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -681749.062500 Penalty: 4144.268555
	Iteration 60F: 3 clusters Score -681749.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -681749.562500 Penalty: 4144.268555
	Iteration 61Q: 3 clusters Score -681749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -681749.562500 Penalty: 4144.268555
	Iteration 62F: 3 clusters Score -681749.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Entering Unmasked Estep 
Score: -471860.906250 Penalty: 1992.668823
	Iteration 0F: 2 clusters Score -471860.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -468617.750000 Penalty: 3985.337646
	Iteration 0F: 3 clusters Score -468617.8 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -469307.187500 Penalty: 3985.337646
	Iteration 1F: 3 clusters Score -469307.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -469625.687500 Penalty: 3985.337646
	Iteration 2F: 3 clusters Score -469625.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -469924.250000 Penalty: 3985.337646
	Iteration 3F: 3 clusters Score -469924.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -470214.000000 Penalty: 3985.337646
	Iteration 4F: 3 clusters Score -470214 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -470453.218750 Penalty: 3985.337646
	Iteration 5F: 3 clusters Score -470453.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -470621.406250 Penalty: 3985.337646
	Iteration 6Q: 3 clusters Score -470621.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -470715.562500 Penalty: 3985.337646
	Iteration 7Q: 3 clusters Score -470715.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -470795.937500 Penalty: 3985.337646
	Iteration 8Q: 3 clusters Score -470795.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -470845.843750 Penalty: 3985.337646
	Iteration 9Q: 3 clusters Score -470845.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -470872.843750 Penalty: 3985.337646
	Iteration 10Q: 3 clusters Score -470872.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -470896.687500 Penalty: 3985.337646
	Iteration 11Q: 3 clusters Score -470896.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -470906.093750 Penalty: 3985.337646
	Iteration 12Q: 3 clusters Score -470906.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -470914.875000 Penalty: 3985.337646
	Iteration 13Q: 3 clusters Score -470914.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -470921.500000 Penalty: 3985.337646
	Iteration 14Q: 3 clusters Score -470921.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -470923.562500 Penalty: 3985.337646
	Iteration 15Q: 3 clusters Score -470923.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -470924.968750 Penalty: 3985.337646
	Iteration 16Q: 3 clusters Score -470925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -470925.031250 Penalty: 3985.337646
	Iteration 17Q: 3 clusters Score -470925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -470925.906250 Penalty: 3985.337646
	Iteration 18Q: 3 clusters Score -470925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -470925.906250 Penalty: 3985.337646
	Iteration 19F: 3 clusters Score -470925.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -57118.226562 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -57118.23 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 209 members 
Entering Unmasked Estep 
Score: -55698.335938 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -55698.34 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55884.945312 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -55884.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -56006.917969 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -56006.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -56043.523438 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -56043.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -56088.011719 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -56088.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -56101.453125 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -56101.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -56101.453125 Penalty: 2982.802734
	Iteration 6F: 3 clusters Score -56101.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Entering Unmasked Estep 
Score: -3409954.750000 Penalty: 2474.772217
	Iteration 0F: 2 clusters Score -3409955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3394825.250000 Penalty: 4949.544434
	Iteration 0F: 3 clusters Score -3394825 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3399877.250000 Penalty: 4949.544434
	Iteration 1F: 3 clusters Score -3399877 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3400268.250000 Penalty: 4949.544434
	Iteration 2Q: 3 clusters Score -3400268 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3400599.750000 Penalty: 4949.544434
	Iteration 3Q: 3 clusters Score -3400600 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3400991.250000 Penalty: 4949.544434
	Iteration 4Q: 3 clusters Score -3400991 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -3401499.250000 Penalty: 4949.544434
	Iteration 5Q: 3 clusters Score -3401499 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3402123.750000 Penalty: 4949.544434
	Iteration 6F: 3 clusters Score -3402124 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -3403031.250000 Penalty: 4949.544434
	Iteration 7F: 3 clusters Score -3403031 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -3404117.250000 Penalty: 4949.544434
	Iteration 8F: 3 clusters Score -3404117 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3405264.000000 Penalty: 4949.544434
	Iteration 9F: 3 clusters Score -3405264 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3406357.750000 Penalty: 4949.544434
	Iteration 10F: 3 clusters Score -3406358 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3407124.000000 Penalty: 4949.544434
	Iteration 11Q: 3 clusters Score -3407124 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3407518.500000 Penalty: 4949.544434
	Iteration 12Q: 3 clusters Score -3407518 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3407694.250000 Penalty: 4949.544434
	Iteration 13Q: 3 clusters Score -3407694 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3407778.750000 Penalty: 4949.544434
	Iteration 14Q: 3 clusters Score -3407779 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3407863.500000 Penalty: 4949.544434
	Iteration 15Q: 3 clusters Score -3407864 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3407931.000000 Penalty: 4949.544434
	Iteration 16Q: 3 clusters Score -3407931 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3407981.000000 Penalty: 4949.544434
	Iteration 17Q: 3 clusters Score -3407981 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3408019.000000 Penalty: 4949.544434
	Iteration 18Q: 3 clusters Score -3408019 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3408055.500000 Penalty: 4949.544434
	Iteration 19Q: 3 clusters Score -3408056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3408095.500000 Penalty: 4949.544434
	Iteration 20F: 3 clusters Score -3408096 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3408141.000000 Penalty: 4949.544434
	Iteration 21Q: 3 clusters Score -3408141 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3408181.250000 Penalty: 4949.544434
	Iteration 22Q: 3 clusters Score -3408181 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3408208.750000 Penalty: 4949.544434
	Iteration 23Q: 3 clusters Score -3408209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3408225.250000 Penalty: 4949.544434
	Iteration 24Q: 3 clusters Score -3408225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3408240.500000 Penalty: 4949.544434
	Iteration 25Q: 3 clusters Score -3408240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3408254.500000 Penalty: 4949.544434
	Iteration 26Q: 3 clusters Score -3408254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3408261.250000 Penalty: 4949.544434
	Iteration 27Q: 3 clusters Score -3408261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3408272.500000 Penalty: 4949.544434
	Iteration 28Q: 3 clusters Score -3408272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3408280.750000 Penalty: 4949.544434
	Iteration 29Q: 3 clusters Score -3408281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3408289.000000 Penalty: 4949.544434
	Iteration 30Q: 3 clusters Score -3408289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3408295.250000 Penalty: 4949.544434
	Iteration 31Q: 3 clusters Score -3408295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3408295.000000 Penalty: 4949.544434
	Iteration 32Q: 3 clusters Score -3408295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3408303.000000 Penalty: 4949.544434
	Iteration 33Q: 3 clusters Score -3408303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3408312.000000 Penalty: 4949.544434
	Iteration 34Q: 3 clusters Score -3408312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3408324.500000 Penalty: 4949.544434
	Iteration 35Q: 3 clusters Score -3408324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3408335.500000 Penalty: 4949.544434
	Iteration 36Q: 3 clusters Score -3408336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3408347.750000 Penalty: 4949.544434
	Iteration 37Q: 3 clusters Score -3408348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3408360.000000 Penalty: 4949.544434
	Iteration 38Q: 3 clusters Score -3408360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3408367.500000 Penalty: 4949.544434
	Iteration 39Q: 3 clusters Score -3408368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3408378.750000 Penalty: 4949.544434
	Iteration 40F: 3 clusters Score -3408379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3408384.000000 Penalty: 4949.544434
	Iteration 41Q: 3 clusters Score -3408384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3408398.750000 Penalty: 4949.544434
	Iteration 42Q: 3 clusters Score -3408399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3408405.750000 Penalty: 4949.544434
	Iteration 43Q: 3 clusters Score -3408406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3408416.750000 Penalty: 4949.544434
	Iteration 44Q: 3 clusters Score -3408417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3408431.000000 Penalty: 4949.544434
	Iteration 45Q: 3 clusters Score -3408431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3408435.250000 Penalty: 4949.544434
	Iteration 46Q: 3 clusters Score -3408435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3408438.250000 Penalty: 4949.544434
	Iteration 47Q: 3 clusters Score -3408438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3408438.750000 Penalty: 4949.544434
	Iteration 48Q: 3 clusters Score -3408439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3408440.750000 Penalty: 4949.544434
	Iteration 49Q: 3 clusters Score -3408441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3408438.000000 Penalty: 4949.544434
	Iteration 50Q: 3 clusters Score -3408438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3408440.000000 Penalty: 4949.544434
	Iteration 51Q: 3 clusters Score -3408440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3408443.750000 Penalty: 4949.544434
	Iteration 52Q: 3 clusters Score -3408444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3408449.750000 Penalty: 4949.544434
	Iteration 53Q: 3 clusters Score -3408450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3408448.500000 Penalty: 4949.544434
	Iteration 54Q: 3 clusters Score -3408448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3408465.750000 Penalty: 4949.544434
	Iteration 55Q: 3 clusters Score -3408466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3408471.250000 Penalty: 4949.544434
	Iteration 56Q: 3 clusters Score -3408471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3408470.250000 Penalty: 4949.544434
	Iteration 57Q: 3 clusters Score -3408470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3408475.750000 Penalty: 4949.544434
	Iteration 58Q: 3 clusters Score -3408476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3408483.000000 Penalty: 4949.544434
	Iteration 59Q: 3 clusters Score -3408483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3408480.750000 Penalty: 4949.544434
	Iteration 60F: 3 clusters Score -3408481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3408487.250000 Penalty: 4949.544434
	Iteration 61Q: 3 clusters Score -3408487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3408493.500000 Penalty: 4949.544434
	Iteration 62Q: 3 clusters Score -3408494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3408495.250000 Penalty: 4949.544434
	Iteration 63Q: 3 clusters Score -3408495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3408502.750000 Penalty: 4949.544434
	Iteration 64Q: 3 clusters Score -3408503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3408507.750000 Penalty: 4949.544434
	Iteration 65Q: 3 clusters Score -3408508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3408512.250000 Penalty: 4949.544434
	Iteration 66Q: 3 clusters Score -3408512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3408521.250000 Penalty: 4949.544434
	Iteration 67Q: 3 clusters Score -3408521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3408525.500000 Penalty: 4949.544434
	Iteration 68Q: 3 clusters Score -3408526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3408533.000000 Penalty: 4949.544434
	Iteration 69Q: 3 clusters Score -3408533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3408533.750000 Penalty: 4949.544434
	Iteration 70Q: 3 clusters Score -3408534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3408536.000000 Penalty: 4949.544434
	Iteration 71Q: 3 clusters Score -3408536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3408539.000000 Penalty: 4949.544434
	Iteration 72Q: 3 clusters Score -3408539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3408541.500000 Penalty: 4949.544434
	Iteration 73Q: 3 clusters Score -3408542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3408545.000000 Penalty: 4949.544434
	Iteration 74Q: 3 clusters Score -3408545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3408551.000000 Penalty: 4949.544434
	Iteration 75Q: 3 clusters Score -3408551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3408556.750000 Penalty: 4949.544434
	Iteration 76Q: 3 clusters Score -3408557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3408558.750000 Penalty: 4949.544434
	Iteration 77Q: 3 clusters Score -3408559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3408563.750000 Penalty: 4949.544434
	Iteration 78Q: 3 clusters Score -3408564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3408573.500000 Penalty: 4949.544434
	Iteration 79Q: 3 clusters Score -3408574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3408579.750000 Penalty: 4949.544434
	Iteration 80F: 3 clusters Score -3408580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3408584.500000 Penalty: 4949.544434
	Iteration 81Q: 3 clusters Score -3408584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3408587.750000 Penalty: 4949.544434
	Iteration 82Q: 3 clusters Score -3408588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3408587.250000 Penalty: 4949.544434
	Iteration 83Q: 3 clusters Score -3408587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3408590.250000 Penalty: 4949.544434
	Iteration 84Q: 3 clusters Score -3408590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3408593.000000 Penalty: 4949.544434
	Iteration 85Q: 3 clusters Score -3408593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3408590.750000 Penalty: 4949.544434
	Iteration 86Q: 3 clusters Score -3408591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3408588.750000 Penalty: 4949.544434
	Iteration 87Q: 3 clusters Score -3408589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3408593.250000 Penalty: 4949.544434
	Iteration 88Q: 3 clusters Score -3408593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3408598.750000 Penalty: 4949.544434
	Iteration 89Q: 3 clusters Score -3408599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3408601.250000 Penalty: 4949.544434
	Iteration 90Q: 3 clusters Score -3408601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3408605.750000 Penalty: 4949.544434
	Iteration 91Q: 3 clusters Score -3408606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3408608.750000 Penalty: 4949.544434
	Iteration 92Q: 3 clusters Score -3408609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3408609.000000 Penalty: 4949.544434
	Iteration 93Q: 3 clusters Score -3408609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3408603.000000 Penalty: 4949.544434
	Iteration 94Q: 3 clusters Score -3408603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3408607.750000 Penalty: 4949.544434
	Iteration 95Q: 3 clusters Score -3408608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3408608.250000 Penalty: 4949.544434
	Iteration 96Q: 3 clusters Score -3408608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3408608.250000 Penalty: 4949.544434
	Iteration 97F: 3 clusters Score -3408608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -88747.421875 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -88747.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87150.515625 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -87150.52 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -87387.929688 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -87387.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87519.843750 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -87519.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -87624.179688 Penalty: 3193.917725
	Iteration 3F: 3 clusters Score -87624.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -87674.226562 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -87674.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -87692.820312 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -87692.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -87705.648438 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -87705.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -87712.304688 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -87712.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -87721.429688 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -87721.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -87729.945312 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -87729.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -87737.203125 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -87737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -87753.218750 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -87753.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -87762.390625 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -87762.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -87772.640625 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -87772.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -87831.710938 Penalty: 3193.917725
	Iteration 14Q: 3 clusters Score -87831.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -87840.625000 Penalty: 3193.917725
	Iteration 15Q: 3 clusters Score -87840.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -87844.937500 Penalty: 3193.917725
	Iteration 16Q: 3 clusters Score -87844.94 nChanged 4
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: -87849.718750 Penalty: 3193.917725
	Iteration 17Q: 3 clusters Score -87849.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -87853.539062 Penalty: 3193.917725
	Iteration 18Q: 3 clusters Score -87853.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -87855.500000 Penalty: 3193.917725
	Iteration 19Q: 3 clusters Score -87855.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -87857.414062 Penalty: 3193.917725
	Iteration 20F: 3 clusters Score -87857.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -212518.468750 Penalty: 1791.377319
	Iteration 0F: 2 clusters Score -212518.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -210333.875000 Penalty: 3582.754639
	Iteration 0F: 3 clusters Score -210333.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -210666.671875 Penalty: 3582.754639
	Iteration 1F: 3 clusters Score -210666.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -210775.015625 Penalty: 3582.754639
	Iteration 2F: 3 clusters Score -210775 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -210829.703125 Penalty: 3582.754639
	Iteration 3Q: 3 clusters Score -210829.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -210857.765625 Penalty: 3582.754639
	Iteration 4Q: 3 clusters Score -210857.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -210878.796875 Penalty: 3582.754639
	Iteration 5Q: 3 clusters Score -210878.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -210898.140625 Penalty: 3582.754639
	Iteration 6Q: 3 clusters Score -210898.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -210907.296875 Penalty: 3582.754639
	Iteration 7Q: 3 clusters Score -210907.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -210917.187500 Penalty: 3582.754639
	Iteration 8Q: 3 clusters Score -210917.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -210925.000000 Penalty: 3582.754639
	Iteration 9Q: 3 clusters Score -210925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -210933.437500 Penalty: 3582.754639
	Iteration 10Q: 3 clusters Score -210933.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -210943.656250 Penalty: 3582.754639
	Iteration 11Q: 3 clusters Score -210943.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -210956.437500 Penalty: 3582.754639
	Iteration 12Q: 3 clusters Score -210956.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -210962.531250 Penalty: 3582.754639
	Iteration 13Q: 3 clusters Score -210962.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -210967.796875 Penalty: 3582.754639
	Iteration 14Q: 3 clusters Score -210967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -210967.875000 Penalty: 3582.754639
	Iteration 15Q: 3 clusters Score -210967.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -210967.875000 Penalty: 3582.754639
	Iteration 16F: 3 clusters Score -210967.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Entering Unmasked Estep 
Score: -885589.500000 Penalty: 2169.933594
	Iteration 0F: 2 clusters Score -885589.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -880331.687500 Penalty: 4339.867188
	Iteration 0F: 3 clusters Score -880331.7 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -881924.750000 Penalty: 4339.867188
	Iteration 1F: 3 clusters Score -881924.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -882413.250000 Penalty: 4339.867188
	Iteration 2F: 3 clusters Score -882413.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -882777.687500 Penalty: 4339.867188
	Iteration 3F: 3 clusters Score -882777.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -883078.250000 Penalty: 4339.867188
	Iteration 4F: 3 clusters Score -883078.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -883297.125000 Penalty: 4339.867188
	Iteration 5Q: 3 clusters Score -883297.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -883455.125000 Penalty: 4339.867188
	Iteration 6Q: 3 clusters Score -883455.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -883567.625000 Penalty: 4339.867188
	Iteration 7Q: 3 clusters Score -883567.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -883682.562500 Penalty: 4339.867188
	Iteration 8Q: 3 clusters Score -883682.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -883764.312500 Penalty: 4339.867188
	Iteration 9Q: 3 clusters Score -883764.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -883827.937500 Penalty: 4339.867188
	Iteration 10Q: 3 clusters Score -883827.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -883888.687500 Penalty: 4339.867188
	Iteration 11Q: 3 clusters Score -883888.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -883943.812500 Penalty: 4339.867188
	Iteration 12Q: 3 clusters Score -883943.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -884007.000000 Penalty: 4339.867188
	Iteration 13Q: 3 clusters Score -884007 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -884079.750000 Penalty: 4339.867188
	Iteration 14Q: 3 clusters Score -884079.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -884144.312500 Penalty: 4339.867188
	Iteration 15Q: 3 clusters Score -884144.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -884190.687500 Penalty: 4339.867188
	Iteration 16Q: 3 clusters Score -884190.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -884223.000000 Penalty: 4339.867188
	Iteration 17Q: 3 clusters Score -884223 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -884254.937500 Penalty: 4339.867188
	Iteration 18Q: 3 clusters Score -884254.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -884276.875000 Penalty: 4339.867188
	Iteration 19Q: 3 clusters Score -884276.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -884298.937500 Penalty: 4339.867188
	Iteration 20F: 3 clusters Score -884298.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -884316.500000 Penalty: 4339.867188
	Iteration 21Q: 3 clusters Score -884316.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -884328.625000 Penalty: 4339.867188
	Iteration 22Q: 3 clusters Score -884328.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -884340.937500 Penalty: 4339.867188
	Iteration 23Q: 3 clusters Score -884340.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -884350.937500 Penalty: 4339.867188
	Iteration 24Q: 3 clusters Score -884350.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -884356.437500 Penalty: 4339.867188
	Iteration 25Q: 3 clusters Score -884356.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -884362.312500 Penalty: 4339.867188
	Iteration 26Q: 3 clusters Score -884362.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -884370.687500 Penalty: 4339.867188
	Iteration 27Q: 3 clusters Score -884370.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -884373.625000 Penalty: 4339.867188
	Iteration 28Q: 3 clusters Score -884373.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -884378.187500 Penalty: 4339.867188
	Iteration 29Q: 3 clusters Score -884378.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -884378.750000 Penalty: 4339.867188
	Iteration 30Q: 3 clusters Score -884378.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -884382.812500 Penalty: 4339.867188
	Iteration 31Q: 3 clusters Score -884382.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -884385.375000 Penalty: 4339.867188
	Iteration 32Q: 3 clusters Score -884385.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -884386.937500 Penalty: 4339.867188
	Iteration 33Q: 3 clusters Score -884386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -884388.312500 Penalty: 4339.867188
	Iteration 34Q: 3 clusters Score -884388.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -884389.562500 Penalty: 4339.867188
	Iteration 35Q: 3 clusters Score -884389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -884390.437500 Penalty: 4339.867188
	Iteration 36Q: 3 clusters Score -884390.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -884390.625000 Penalty: 4339.867188
	Iteration 37Q: 3 clusters Score -884390.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -884393.312500 Penalty: 4339.867188
	Iteration 38Q: 3 clusters Score -884393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -884392.937500 Penalty: 4339.867188
	Iteration 39Q: 3 clusters Score -884392.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -884393.437500 Penalty: 4339.867188
	Iteration 40F: 3 clusters Score -884393.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (40073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Entering Unmasked Estep 
Score: -6326659.000000 Penalty: 2628.417725
	Iteration 0F: 2 clusters Score -6326659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -6299589.500000 Penalty: 5256.835449
	Iteration 0F: 3 clusters Score -6299590 nChanged 18180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -6309899.000000 Penalty: 5256.835449
	Iteration 1F: 3 clusters Score -6309899 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -6310577.500000 Penalty: 5256.835449
	Iteration 2Q: 3 clusters Score -6310578 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -6311305.500000 Penalty: 5256.835449
	Iteration 3Q: 3 clusters Score -6311306 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -6312328.500000 Penalty: 5256.835449
	Iteration 4Q: 3 clusters Score -6312328 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -6313646.000000 Penalty: 5256.835449
	Iteration 5F: 3 clusters Score -6313646 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -6315441.500000 Penalty: 5256.835449
	Iteration 6F: 3 clusters Score -6315442 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -6317672.500000 Penalty: 5256.835449
	Iteration 7F: 3 clusters Score -6317672 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -6320335.500000 Penalty: 5256.835449
	Iteration 8F: 3 clusters Score -6320336 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -6322758.500000 Penalty: 5256.835449
	Iteration 9F: 3 clusters Score -6322758 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -6324032.000000 Penalty: 5256.835449
	Iteration 10Q: 3 clusters Score -6324032 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -6324582.500000 Penalty: 5256.835449
	Iteration 11Q: 3 clusters Score -6324582 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -6324847.500000 Penalty: 5256.835449
	Iteration 12Q: 3 clusters Score -6324848 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -6324987.000000 Penalty: 5256.835449
	Iteration 13Q: 3 clusters Score -6324987 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -6325046.000000 Penalty: 5256.835449
	Iteration 14Q: 3 clusters Score -6325046 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -6325090.000000 Penalty: 5256.835449
	Iteration 15Q: 3 clusters Score -6325090 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -6325122.500000 Penalty: 5256.835449
	Iteration 16Q: 3 clusters Score -6325122 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -6325172.500000 Penalty: 5256.835449
	Iteration 17Q: 3 clusters Score -6325172 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -6325203.000000 Penalty: 5256.835449
	Iteration 18Q: 3 clusters Score -6325203 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -6325227.500000 Penalty: 5256.835449
	Iteration 19Q: 3 clusters Score -6325228 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -6325225.000000 Penalty: 5256.835449
	Iteration 20F: 3 clusters Score -6325225 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -6325228.000000 Penalty: 5256.835449
	Iteration 21Q: 3 clusters Score -6325228 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -6325255.500000 Penalty: 5256.835449
	Iteration 22Q: 3 clusters Score -6325256 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -6325274.000000 Penalty: 5256.835449
	Iteration 23Q: 3 clusters Score -6325274 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -6325292.000000 Penalty: 5256.835449
	Iteration 24Q: 3 clusters Score -6325292 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -6325300.500000 Penalty: 5256.835449
	Iteration 25Q: 3 clusters Score -6325300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -6325309.500000 Penalty: 5256.835449
	Iteration 26Q: 3 clusters Score -6325310 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -6325318.500000 Penalty: 5256.835449
	Iteration 27Q: 3 clusters Score -6325318 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -6325335.000000 Penalty: 5256.835449
	Iteration 28Q: 3 clusters Score -6325335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -6325334.500000 Penalty: 5256.835449
	Iteration 29Q: 3 clusters Score -6325334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -6325357.000000 Penalty: 5256.835449
	Iteration 30Q: 3 clusters Score -6325357 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -6325364.000000 Penalty: 5256.835449
	Iteration 31Q: 3 clusters Score -6325364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -6325351.500000 Penalty: 5256.835449
	Iteration 32Q: 3 clusters Score -6325352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -6325364.000000 Penalty: 5256.835449
	Iteration 33Q: 3 clusters Score -6325364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -6325366.000000 Penalty: 5256.835449
	Iteration 34Q: 3 clusters Score -6325366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -6325371.000000 Penalty: 5256.835449
	Iteration 35Q: 3 clusters Score -6325371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -6325374.000000 Penalty: 5256.835449
	Iteration 36Q: 3 clusters Score -6325374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -6325386.000000 Penalty: 5256.835449
	Iteration 37Q: 3 clusters Score -6325386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -6325383.500000 Penalty: 5256.835449
	Iteration 38Q: 3 clusters Score -6325384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -6325383.000000 Penalty: 5256.835449
	Iteration 39Q: 3 clusters Score -6325383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -6325390.500000 Penalty: 5256.835449
	Iteration 40F: 3 clusters Score -6325390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -6325386.500000 Penalty: 5256.835449
	Iteration 41Q: 3 clusters Score -6325386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -6325388.000000 Penalty: 5256.835449
	Iteration 42Q: 3 clusters Score -6325388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -6325390.500000 Penalty: 5256.835449
	Iteration 43Q: 3 clusters Score -6325390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -6325383.500000 Penalty: 5256.835449
	Iteration 44Q: 3 clusters Score -6325384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -6325385.500000 Penalty: 5256.835449
	Iteration 45Q: 3 clusters Score -6325386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -6325391.500000 Penalty: 5256.835449
	Iteration 46Q: 3 clusters Score -6325392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -6325383.500000 Penalty: 5256.835449
	Iteration 47Q: 3 clusters Score -6325384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -6325388.000000 Penalty: 5256.835449
	Iteration 48Q: 3 clusters Score -6325388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -6325389.500000 Penalty: 5256.835449
	Iteration 49Q: 3 clusters Score -6325390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -6325388.500000 Penalty: 5256.835449
	Iteration 50Q: 3 clusters Score -6325388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -6325382.000000 Penalty: 5256.835449
	Iteration 51Q: 3 clusters Score -6325382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -6325380.000000 Penalty: 5256.835449
	Iteration 52Q: 3 clusters Score -6325380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -6325380.500000 Penalty: 5256.835449
	Iteration 53Q: 3 clusters Score -6325380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -6325380.500000 Penalty: 5256.835449
	Iteration 54F: 3 clusters Score -6325380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -299372.781250 Penalty: 1881.904297
	Iteration 0F: 2 clusters Score -299372.8 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 1002 members 
Entering Unmasked Estep 
Score: -296761.750000 Penalty: 3763.808594
	Iteration 0F: 3 clusters Score -296761.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -297236.468750 Penalty: 3763.808594
	Iteration 1F: 3 clusters Score -297236.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -297442.562500 Penalty: 3763.808594
	Iteration 2F: 3 clusters Score -297442.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -297691.937500 Penalty: 3763.808594
	Iteration 3F: 3 clusters Score -297691.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -297957.562500 Penalty: 3763.808594
	Iteration 4F: 3 clusters Score -297957.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -298152.937500 Penalty: 3763.808594
	Iteration 5F: 3 clusters Score -298152.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -298283.968750 Penalty: 3763.808594
	Iteration 6Q: 3 clusters Score -298284 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -298360.187500 Penalty: 3763.808594
	Iteration 7Q: 3 clusters Score -298360.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -298412.406250 Penalty: 3763.808594
	Iteration 8Q: 3 clusters Score -298412.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -298452.125000 Penalty: 3763.808594
	Iteration 9Q: 3 clusters Score -298452.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -298484.218750 Penalty: 3763.808594
	Iteration 10Q: 3 clusters Score -298484.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -298511.187500 Penalty: 3763.808594
	Iteration 11Q: 3 clusters Score -298511.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -298540.406250 Penalty: 3763.808594
	Iteration 12Q: 3 clusters Score -298540.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -298561.781250 Penalty: 3763.808594
	Iteration 13Q: 3 clusters Score -298561.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -298577.562500 Penalty: 3763.808594
	Iteration 14Q: 3 clusters Score -298577.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -298589.156250 Penalty: 3763.808594
	Iteration 15Q: 3 clusters Score -298589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -298592.281250 Penalty: 3763.808594
	Iteration 16Q: 3 clusters Score -298592.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -298593.062500 Penalty: 3763.808594
	Iteration 17Q: 3 clusters Score -298593.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -298593.062500 Penalty: 3763.808594
	Iteration 18F: 3 clusters Score -298593.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (83 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Entering Unmasked Estep 
Score: -8432.240234 Penalty: 1095.872437
	Iteration 0F: 2 clusters Score -8432.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -7846.559082 Penalty: 2191.744873
	Iteration 0F: 3 clusters Score -7846.559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7865.216797 Penalty: 2191.744873
	Iteration 1Q: 3 clusters Score -7865.217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7865.216797 Penalty: 2191.744873
	Iteration 2F: 3 clusters Score -7865.217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Entering Unmasked Estep 
Score: -647649.937500 Penalty: 2068.136963
	Iteration 0F: 2 clusters Score -647649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -643617.500000 Penalty: 4136.273926
	Iteration 0F: 3 clusters Score -643617.5 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -644519.187500 Penalty: 4136.273926
	Iteration 1F: 3 clusters Score -644519.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -644703.937500 Penalty: 4136.273926
	Iteration 2F: 3 clusters Score -644703.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -644837.187500 Penalty: 4136.273926
	Iteration 3F: 3 clusters Score -644837.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -644950.312500 Penalty: 4136.273926
	Iteration 4Q: 3 clusters Score -644950.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -645068.125000 Penalty: 4136.273926
	Iteration 5Q: 3 clusters Score -645068.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -645205.937500 Penalty: 4136.273926
	Iteration 6Q: 3 clusters Score -645205.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -645375.125000 Penalty: 4136.273926
	Iteration 7Q: 3 clusters Score -645375.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -645533.375000 Penalty: 4136.273926
	Iteration 8Q: 3 clusters Score -645533.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -645656.375000 Penalty: 4136.273926
	Iteration 9Q: 3 clusters Score -645656.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -645743.125000 Penalty: 4136.273926
	Iteration 10Q: 3 clusters Score -645743.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -645824.062500 Penalty: 4136.273926
	Iteration 11Q: 3 clusters Score -645824.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -645872.750000 Penalty: 4136.273926
	Iteration 12Q: 3 clusters Score -645872.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -645921.000000 Penalty: 4136.273926
	Iteration 13Q: 3 clusters Score -645921 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -645960.000000 Penalty: 4136.273926
	Iteration 14Q: 3 clusters Score -645960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -645985.562500 Penalty: 4136.273926
	Iteration 15Q: 3 clusters Score -645985.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -645998.750000 Penalty: 4136.273926
	Iteration 16Q: 3 clusters Score -645998.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -646009.125000 Penalty: 4136.273926
	Iteration 17Q: 3 clusters Score -646009.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -646021.312500 Penalty: 4136.273926
	Iteration 18Q: 3 clusters Score -646021.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -646028.562500 Penalty: 4136.273926
	Iteration 19Q: 3 clusters Score -646028.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -646033.250000 Penalty: 4136.273926
	Iteration 20F: 3 clusters Score -646033.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -646036.250000 Penalty: 4136.273926
	Iteration 21Q: 3 clusters Score -646036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -646040.812500 Penalty: 4136.273926
	Iteration 22Q: 3 clusters Score -646040.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -646043.375000 Penalty: 4136.273926
	Iteration 23Q: 3 clusters Score -646043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -646045.562500 Penalty: 4136.273926
	Iteration 24Q: 3 clusters Score -646045.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -646045.562500 Penalty: 4136.273926
	Iteration 25F: 3 clusters Score -646045.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (14769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Entering Unmasked Estep 
Score: -2185764.000000 Penalty: 2380.870850
	Iteration 0F: 2 clusters Score -2185764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2175050.750000 Penalty: 4761.741699
	Iteration 0F: 3 clusters Score -2175051 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2178749.500000 Penalty: 4761.741699
	Iteration 1F: 3 clusters Score -2178750 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2179442.750000 Penalty: 4761.741699
	Iteration 2F: 3 clusters Score -2179443 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2180080.500000 Penalty: 4761.741699
	Iteration 3F: 3 clusters Score -2180080 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2180640.500000 Penalty: 4761.741699
	Iteration 4F: 3 clusters Score -2180640 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2181090.250000 Penalty: 4761.741699
	Iteration 5F: 3 clusters Score -2181090 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2181428.500000 Penalty: 4761.741699
	Iteration 6Q: 3 clusters Score -2181428 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2181705.500000 Penalty: 4761.741699
	Iteration 7Q: 3 clusters Score -2181706 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2181941.250000 Penalty: 4761.741699
	Iteration 8Q: 3 clusters Score -2181941 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2182110.000000 Penalty: 4761.741699
	Iteration 9Q: 3 clusters Score -2182110 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2182263.250000 Penalty: 4761.741699
	Iteration 10Q: 3 clusters Score -2182263 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2182398.000000 Penalty: 4761.741699
	Iteration 11Q: 3 clusters Score -2182398 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2182533.000000 Penalty: 4761.741699
	Iteration 12Q: 3 clusters Score -2182533 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2182643.500000 Penalty: 4761.741699
	Iteration 13Q: 3 clusters Score -2182644 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2182773.250000 Penalty: 4761.741699
	Iteration 14Q: 3 clusters Score -2182773 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2182887.750000 Penalty: 4761.741699
	Iteration 15Q: 3 clusters Score -2182888 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2183003.500000 Penalty: 4761.741699
	Iteration 16Q: 3 clusters Score -2183004 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2183128.750000 Penalty: 4761.741699
	Iteration 17Q: 3 clusters Score -2183129 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2183301.500000 Penalty: 4761.741699
	Iteration 18Q: 3 clusters Score -2183302 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2183450.750000 Penalty: 4761.741699
	Iteration 19Q: 3 clusters Score -2183451 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2183612.250000 Penalty: 4761.741699
	Iteration 20F: 3 clusters Score -2183612 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2183770.750000 Penalty: 4761.741699
	Iteration 21Q: 3 clusters Score -2183771 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2183942.500000 Penalty: 4761.741699
	Iteration 22Q: 3 clusters Score -2183942 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2184117.000000 Penalty: 4761.741699
	Iteration 23Q: 3 clusters Score -2184117 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2184246.500000 Penalty: 4761.741699
	Iteration 24Q: 3 clusters Score -2184246 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2184324.250000 Penalty: 4761.741699
	Iteration 25Q: 3 clusters Score -2184324 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2184378.000000 Penalty: 4761.741699
	Iteration 26Q: 3 clusters Score -2184378 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2184441.500000 Penalty: 4761.741699
	Iteration 27Q: 3 clusters Score -2184442 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2184492.000000 Penalty: 4761.741699
	Iteration 28Q: 3 clusters Score -2184492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2184522.500000 Penalty: 4761.741699
	Iteration 29Q: 3 clusters Score -2184522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2184543.500000 Penalty: 4761.741699
	Iteration 30Q: 3 clusters Score -2184544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2184564.500000 Penalty: 4761.741699
	Iteration 31Q: 3 clusters Score -2184564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2184575.500000 Penalty: 4761.741699
	Iteration 32Q: 3 clusters Score -2184576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2184583.000000 Penalty: 4761.741699
	Iteration 33Q: 3 clusters Score -2184583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2184596.250000 Penalty: 4761.741699
	Iteration 34Q: 3 clusters Score -2184596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2184608.500000 Penalty: 4761.741699
	Iteration 35Q: 3 clusters Score -2184608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2184619.500000 Penalty: 4761.741699
	Iteration 36Q: 3 clusters Score -2184620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2184621.000000 Penalty: 4761.741699
	Iteration 37Q: 3 clusters Score -2184621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2184622.250000 Penalty: 4761.741699
	Iteration 38Q: 3 clusters Score -2184622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2184624.750000 Penalty: 4761.741699
	Iteration 39Q: 3 clusters Score -2184625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2184626.750000 Penalty: 4761.741699
	Iteration 40F: 3 clusters Score -2184627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2184631.000000 Penalty: 4761.741699
	Iteration 41Q: 3 clusters Score -2184631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2184632.250000 Penalty: 4761.741699
	Iteration 42Q: 3 clusters Score -2184632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2184633.500000 Penalty: 4761.741699
	Iteration 43Q: 3 clusters Score -2184634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2184641.250000 Penalty: 4761.741699
	Iteration 44Q: 3 clusters Score -2184641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2184651.500000 Penalty: 4761.741699
	Iteration 45Q: 3 clusters Score -2184652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2184655.000000 Penalty: 4761.741699
	Iteration 46Q: 3 clusters Score -2184655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2184661.750000 Penalty: 4761.741699
	Iteration 47Q: 3 clusters Score -2184662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2184669.250000 Penalty: 4761.741699
	Iteration 48Q: 3 clusters Score -2184669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2184682.500000 Penalty: 4761.741699
	Iteration 49Q: 3 clusters Score -2184682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2184686.750000 Penalty: 4761.741699
	Iteration 50Q: 3 clusters Score -2184687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2184695.000000 Penalty: 4761.741699
	Iteration 51Q: 3 clusters Score -2184695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2184698.500000 Penalty: 4761.741699
	Iteration 52Q: 3 clusters Score -2184698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2184707.750000 Penalty: 4761.741699
	Iteration 53Q: 3 clusters Score -2184708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2184715.000000 Penalty: 4761.741699
	Iteration 54Q: 3 clusters Score -2184715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2184717.500000 Penalty: 4761.741699
	Iteration 55Q: 3 clusters Score -2184718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2184720.750000 Penalty: 4761.741699
	Iteration 56Q: 3 clusters Score -2184721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2184722.750000 Penalty: 4761.741699
	Iteration 57Q: 3 clusters Score -2184723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2184722.750000 Penalty: 4761.741699
	Iteration 58Q: 3 clusters Score -2184723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2184723.500000 Penalty: 4761.741699
	Iteration 59Q: 3 clusters Score -2184724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2184727.250000 Penalty: 4761.741699
	Iteration 60F: 3 clusters Score -2184727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2184727.250000 Penalty: 4761.741699
	Iteration 61Q: 3 clusters Score -2184727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2184729.000000 Penalty: 4761.741699
	Iteration 62Q: 3 clusters Score -2184729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2184729.000000 Penalty: 4761.741699
	Iteration 63Q: 3 clusters Score -2184729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2184729.750000 Penalty: 4761.741699
	Iteration 64Q: 3 clusters Score -2184730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2184732.750000 Penalty: 4761.741699
	Iteration 65Q: 3 clusters Score -2184733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2184732.250000 Penalty: 4761.741699
	Iteration 66Q: 3 clusters Score -2184732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2184736.500000 Penalty: 4761.741699
	Iteration 67Q: 3 clusters Score -2184736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2184737.250000 Penalty: 4761.741699
	Iteration 68Q: 3 clusters Score -2184737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2184739.500000 Penalty: 4761.741699
	Iteration 69Q: 3 clusters Score -2184740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2184739.500000 Penalty: 4761.741699
	Iteration 70F: 3 clusters Score -2184740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -45563.097656 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -45563.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44303.496094 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -44303.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44413.867188 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -44413.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -44446.242188 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -44446.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -44449.378906 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -44449.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -44449.378906 Penalty: 2834.011475
	Iteration 4F: 3 clusters Score -44449.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (15349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Entering Unmasked Estep 
Score: -2464720.000000 Penalty: 2390.423828
	Iteration 0F: 2 clusters Score -2464720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2453631.000000 Penalty: 4780.847656
	Iteration 0F: 3 clusters Score -2453631 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2457074.500000 Penalty: 4780.847656
	Iteration 1F: 3 clusters Score -2457074 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2457444.000000 Penalty: 4780.847656
	Iteration 2F: 3 clusters Score -2457444 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2457763.000000 Penalty: 4780.847656
	Iteration 3Q: 3 clusters Score -2457763 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2458064.500000 Penalty: 4780.847656
	Iteration 4Q: 3 clusters Score -2458064 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2458376.250000 Penalty: 4780.847656
	Iteration 5Q: 3 clusters Score -2458376 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2458706.000000 Penalty: 4780.847656
	Iteration 6Q: 3 clusters Score -2458706 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2459047.750000 Penalty: 4780.847656
	Iteration 7Q: 3 clusters Score -2459048 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2459386.250000 Penalty: 4780.847656
	Iteration 8Q: 3 clusters Score -2459386 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2459696.250000 Penalty: 4780.847656
	Iteration 9Q: 3 clusters Score -2459696 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2460008.250000 Penalty: 4780.847656
	Iteration 10Q: 3 clusters Score -2460008 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2460342.250000 Penalty: 4780.847656
	Iteration 11Q: 3 clusters Score -2460342 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2460685.000000 Penalty: 4780.847656
	Iteration 12Q: 3 clusters Score -2460685 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2460973.500000 Penalty: 4780.847656
	Iteration 13Q: 3 clusters Score -2460974 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2461231.000000 Penalty: 4780.847656
	Iteration 14Q: 3 clusters Score -2461231 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2461457.500000 Penalty: 4780.847656
	Iteration 15Q: 3 clusters Score -2461458 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2461652.500000 Penalty: 4780.847656
	Iteration 16Q: 3 clusters Score -2461652 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2461830.250000 Penalty: 4780.847656
	Iteration 17Q: 3 clusters Score -2461830 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2461983.500000 Penalty: 4780.847656
	Iteration 18Q: 3 clusters Score -2461984 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2462147.250000 Penalty: 4780.847656
	Iteration 19Q: 3 clusters Score -2462147 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2462281.500000 Penalty: 4780.847656
	Iteration 20F: 3 clusters Score -2462282 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2462386.750000 Penalty: 4780.847656
	Iteration 21Q: 3 clusters Score -2462387 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2462457.750000 Penalty: 4780.847656
	Iteration 22Q: 3 clusters Score -2462458 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2462523.250000 Penalty: 4780.847656
	Iteration 23Q: 3 clusters Score -2462523 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2462570.750000 Penalty: 4780.847656
	Iteration 24Q: 3 clusters Score -2462571 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2462611.500000 Penalty: 4780.847656
	Iteration 25Q: 3 clusters Score -2462612 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2462645.750000 Penalty: 4780.847656
	Iteration 26Q: 3 clusters Score -2462646 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2462673.250000 Penalty: 4780.847656
	Iteration 27Q: 3 clusters Score -2462673 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2462693.250000 Penalty: 4780.847656
	Iteration 28Q: 3 clusters Score -2462693 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2462714.250000 Penalty: 4780.847656
	Iteration 29Q: 3 clusters Score -2462714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2462728.750000 Penalty: 4780.847656
	Iteration 30Q: 3 clusters Score -2462729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2462744.500000 Penalty: 4780.847656
	Iteration 31Q: 3 clusters Score -2462744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2462755.500000 Penalty: 4780.847656
	Iteration 32Q: 3 clusters Score -2462756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2462772.250000 Penalty: 4780.847656
	Iteration 33Q: 3 clusters Score -2462772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2462782.250000 Penalty: 4780.847656
	Iteration 34Q: 3 clusters Score -2462782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2462785.250000 Penalty: 4780.847656
	Iteration 35Q: 3 clusters Score -2462785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2462793.250000 Penalty: 4780.847656
	Iteration 36Q: 3 clusters Score -2462793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2462813.500000 Penalty: 4780.847656
	Iteration 37Q: 3 clusters Score -2462814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2462826.750000 Penalty: 4780.847656
	Iteration 38Q: 3 clusters Score -2462827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2462832.250000 Penalty: 4780.847656
	Iteration 39Q: 3 clusters Score -2462832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2462826.750000 Penalty: 4780.847656
	Iteration 40F: 3 clusters Score -2462827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2462826.250000 Penalty: 4780.847656
	Iteration 41Q: 3 clusters Score -2462826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2462826.000000 Penalty: 4780.847656
	Iteration 42Q: 3 clusters Score -2462826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2462828.750000 Penalty: 4780.847656
	Iteration 43Q: 3 clusters Score -2462829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2462832.250000 Penalty: 4780.847656
	Iteration 44Q: 3 clusters Score -2462832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2462831.750000 Penalty: 4780.847656
	Iteration 45Q: 3 clusters Score -2462832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2462831.750000 Penalty: 4780.847656
	Iteration 46F: 3 clusters Score -2462832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Entering Unmasked Estep 
Score: -3299053.000000 Penalty: 2462.115967
	Iteration 0F: 2 clusters Score -3299053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3284705.750000 Penalty: 4924.231934
	Iteration 0F: 3 clusters Score -3284706 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -3289462.750000 Penalty: 4924.231934
	Iteration 1F: 3 clusters Score -3289463 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -3289876.000000 Penalty: 4924.231934
	Iteration 2F: 3 clusters Score -3289876 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -3290274.250000 Penalty: 4924.231934
	Iteration 3Q: 3 clusters Score -3290274 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -3290670.500000 Penalty: 4924.231934
	Iteration 4Q: 3 clusters Score -3290670 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -3291128.750000 Penalty: 4924.231934
	Iteration 5Q: 3 clusters Score -3291129 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3291809.750000 Penalty: 4924.231934
	Iteration 6F: 3 clusters Score -3291810 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -3292726.500000 Penalty: 4924.231934
	Iteration 7F: 3 clusters Score -3292726 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3293841.750000 Penalty: 4924.231934
	Iteration 8F: 3 clusters Score -3293842 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3294997.000000 Penalty: 4924.231934
	Iteration 9F: 3 clusters Score -3294997 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3295861.000000 Penalty: 4924.231934
	Iteration 10Q: 3 clusters Score -3295861 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3296324.250000 Penalty: 4924.231934
	Iteration 11Q: 3 clusters Score -3296324 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3296562.500000 Penalty: 4924.231934
	Iteration 12Q: 3 clusters Score -3296562 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3296702.000000 Penalty: 4924.231934
	Iteration 13Q: 3 clusters Score -3296702 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3296778.000000 Penalty: 4924.231934
	Iteration 14Q: 3 clusters Score -3296778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3296829.500000 Penalty: 4924.231934
	Iteration 15Q: 3 clusters Score -3296830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3296856.000000 Penalty: 4924.231934
	Iteration 16Q: 3 clusters Score -3296856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3296867.250000 Penalty: 4924.231934
	Iteration 17Q: 3 clusters Score -3296867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3296887.250000 Penalty: 4924.231934
	Iteration 18Q: 3 clusters Score -3296887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3296893.500000 Penalty: 4924.231934
	Iteration 19Q: 3 clusters Score -3296894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3296907.000000 Penalty: 4924.231934
	Iteration 20F: 3 clusters Score -3296907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3296913.250000 Penalty: 4924.231934
	Iteration 21Q: 3 clusters Score -3296913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3296921.500000 Penalty: 4924.231934
	Iteration 22Q: 3 clusters Score -3296922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3296925.750000 Penalty: 4924.231934
	Iteration 23Q: 3 clusters Score -3296926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3296933.250000 Penalty: 4924.231934
	Iteration 24Q: 3 clusters Score -3296933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3296939.500000 Penalty: 4924.231934
	Iteration 25Q: 3 clusters Score -3296940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3296944.750000 Penalty: 4924.231934
	Iteration 26Q: 3 clusters Score -3296945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3296944.750000 Penalty: 4924.231934
	Iteration 27F: 3 clusters Score -3296945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Entering Unmasked Estep 
Score: -664850.125000 Penalty: 2083.808838
	Iteration 0F: 2 clusters Score -664850.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -660690.187500 Penalty: 4167.617676
	Iteration 0F: 3 clusters Score -660690.2 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -661675.062500 Penalty: 4167.617676
	Iteration 1F: 3 clusters Score -661675.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -661843.937500 Penalty: 4167.617676
	Iteration 2F: 3 clusters Score -661843.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -661941.812500 Penalty: 4167.617676
	Iteration 3Q: 3 clusters Score -661941.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -662040.312500 Penalty: 4167.617676
	Iteration 4Q: 3 clusters Score -662040.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -662110.187500 Penalty: 4167.617676
	Iteration 5Q: 3 clusters Score -662110.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -662168.750000 Penalty: 4167.617676
	Iteration 6Q: 3 clusters Score -662168.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -662218.562500 Penalty: 4167.617676
	Iteration 7Q: 3 clusters Score -662218.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -662258.062500 Penalty: 4167.617676
	Iteration 8Q: 3 clusters Score -662258.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -662282.437500 Penalty: 4167.617676
	Iteration 9Q: 3 clusters Score -662282.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -662311.250000 Penalty: 4167.617676
	Iteration 10Q: 3 clusters Score -662311.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -662343.250000 Penalty: 4167.617676
	Iteration 11Q: 3 clusters Score -662343.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -662368.250000 Penalty: 4167.617676
	Iteration 12Q: 3 clusters Score -662368.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -662386.437500 Penalty: 4167.617676
	Iteration 13Q: 3 clusters Score -662386.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -662399.000000 Penalty: 4167.617676
	Iteration 14Q: 3 clusters Score -662399 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -662414.750000 Penalty: 4167.617676
	Iteration 15Q: 3 clusters Score -662414.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -662430.687500 Penalty: 4167.617676
	Iteration 16Q: 3 clusters Score -662430.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -662447.875000 Penalty: 4167.617676
	Iteration 17Q: 3 clusters Score -662447.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -662467.187500 Penalty: 4167.617676
	Iteration 18Q: 3 clusters Score -662467.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -662489.250000 Penalty: 4167.617676
	Iteration 19Q: 3 clusters Score -662489.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -662511.687500 Penalty: 4167.617676
	Iteration 20F: 3 clusters Score -662511.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -662532.500000 Penalty: 4167.617676
	Iteration 21Q: 3 clusters Score -662532.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -662550.562500 Penalty: 4167.617676
	Iteration 22Q: 3 clusters Score -662550.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -662563.625000 Penalty: 4167.617676
	Iteration 23Q: 3 clusters Score -662563.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -662578.500000 Penalty: 4167.617676
	Iteration 24Q: 3 clusters Score -662578.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -662592.937500 Penalty: 4167.617676
	Iteration 25Q: 3 clusters Score -662592.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -662608.250000 Penalty: 4167.617676
	Iteration 26Q: 3 clusters Score -662608.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -662624.000000 Penalty: 4167.617676
	Iteration 27Q: 3 clusters Score -662624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -662635.687500 Penalty: 4167.617676
	Iteration 28Q: 3 clusters Score -662635.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -662651.437500 Penalty: 4167.617676
	Iteration 29Q: 3 clusters Score -662651.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -662667.500000 Penalty: 4167.617676
	Iteration 30Q: 3 clusters Score -662667.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -662680.437500 Penalty: 4167.617676
	Iteration 31Q: 3 clusters Score -662680.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -662693.500000 Penalty: 4167.617676
	Iteration 32Q: 3 clusters Score -662693.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -662710.937500 Penalty: 4167.617676
	Iteration 33Q: 3 clusters Score -662710.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -662723.937500 Penalty: 4167.617676
	Iteration 34Q: 3 clusters Score -662723.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -662733.000000 Penalty: 4167.617676
	Iteration 35Q: 3 clusters Score -662733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -662739.250000 Penalty: 4167.617676
	Iteration 36Q: 3 clusters Score -662739.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -662752.250000 Penalty: 4167.617676
	Iteration 37Q: 3 clusters Score -662752.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -662766.812500 Penalty: 4167.617676
	Iteration 38Q: 3 clusters Score -662766.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -662777.250000 Penalty: 4167.617676
	Iteration 39Q: 3 clusters Score -662777.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -662782.625000 Penalty: 4167.617676
	Iteration 40F: 3 clusters Score -662782.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -662788.062500 Penalty: 4167.617676
	Iteration 41Q: 3 clusters Score -662788.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -662793.875000 Penalty: 4167.617676
	Iteration 42Q: 3 clusters Score -662793.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -662796.312500 Penalty: 4167.617676
	Iteration 43Q: 3 clusters Score -662796.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -662798.875000 Penalty: 4167.617676
	Iteration 44Q: 3 clusters Score -662798.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -662803.375000 Penalty: 4167.617676
	Iteration 45Q: 3 clusters Score -662803.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -662808.000000 Penalty: 4167.617676
	Iteration 46Q: 3 clusters Score -662808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -662812.625000 Penalty: 4167.617676
	Iteration 47Q: 3 clusters Score -662812.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -662816.500000 Penalty: 4167.617676
	Iteration 48Q: 3 clusters Score -662816.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -662818.812500 Penalty: 4167.617676
	Iteration 49Q: 3 clusters Score -662818.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -662820.937500 Penalty: 4167.617676
	Iteration 50Q: 3 clusters Score -662820.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -662825.625000 Penalty: 4167.617676
	Iteration 51Q: 3 clusters Score -662825.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -662830.375000 Penalty: 4167.617676
	Iteration 52Q: 3 clusters Score -662830.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -662835.125000 Penalty: 4167.617676
	Iteration 53Q: 3 clusters Score -662835.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -662837.812500 Penalty: 4167.617676
	Iteration 54Q: 3 clusters Score -662837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -662841.375000 Penalty: 4167.617676
	Iteration 55Q: 3 clusters Score -662841.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -662842.562500 Penalty: 4167.617676
	Iteration 56Q: 3 clusters Score -662842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -662843.687500 Penalty: 4167.617676
	Iteration 57Q: 3 clusters Score -662843.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -662842.812500 Penalty: 4167.617676
	Iteration 58Q: 3 clusters Score -662842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -662844.625000 Penalty: 4167.617676
	Iteration 59Q: 3 clusters Score -662844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -662843.375000 Penalty: 4167.617676
	Iteration 60F: 3 clusters Score -662843.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -662844.312500 Penalty: 4167.617676
	Iteration 61Q: 3 clusters Score -662844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -662845.312500 Penalty: 4167.617676
	Iteration 62Q: 3 clusters Score -662845.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -662847.937500 Penalty: 4167.617676
	Iteration 63Q: 3 clusters Score -662847.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -662851.312500 Penalty: 4167.617676
	Iteration 64Q: 3 clusters Score -662851.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -662853.500000 Penalty: 4167.617676
	Iteration 65Q: 3 clusters Score -662853.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -662857.062500 Penalty: 4167.617676
	Iteration 66Q: 3 clusters Score -662857.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -662858.187500 Penalty: 4167.617676
	Iteration 67Q: 3 clusters Score -662858.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -662862.625000 Penalty: 4167.617676
	Iteration 68Q: 3 clusters Score -662862.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -662866.187500 Penalty: 4167.617676
	Iteration 69Q: 3 clusters Score -662866.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -662873.437500 Penalty: 4167.617676
	Iteration 70Q: 3 clusters Score -662873.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -662881.812500 Penalty: 4167.617676
	Iteration 71Q: 3 clusters Score -662881.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -662890.187500 Penalty: 4167.617676
	Iteration 72Q: 3 clusters Score -662890.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -662898.000000 Penalty: 4167.617676
	Iteration 73Q: 3 clusters Score -662898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -662903.687500 Penalty: 4167.617676
	Iteration 74Q: 3 clusters Score -662903.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -662909.125000 Penalty: 4167.617676
	Iteration 75Q: 3 clusters Score -662909.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -662912.625000 Penalty: 4167.617676
	Iteration 76Q: 3 clusters Score -662912.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -662915.812500 Penalty: 4167.617676
	Iteration 77Q: 3 clusters Score -662915.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -662917.875000 Penalty: 4167.617676
	Iteration 78Q: 3 clusters Score -662917.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -662922.125000 Penalty: 4167.617676
	Iteration 79Q: 3 clusters Score -662922.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -662924.000000 Penalty: 4167.617676
	Iteration 80F: 3 clusters Score -662924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -662929.125000 Penalty: 4167.617676
	Iteration 81Q: 3 clusters Score -662929.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -662929.875000 Penalty: 4167.617676
	Iteration 82Q: 3 clusters Score -662929.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -662931.625000 Penalty: 4167.617676
	Iteration 83Q: 3 clusters Score -662931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -662933.000000 Penalty: 4167.617676
	Iteration 84Q: 3 clusters Score -662933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -662932.437500 Penalty: 4167.617676
	Iteration 85Q: 3 clusters Score -662932.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -662933.562500 Penalty: 4167.617676
	Iteration 86Q: 3 clusters Score -662933.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -662933.687500 Penalty: 4167.617676
	Iteration 87Q: 3 clusters Score -662933.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -662933.250000 Penalty: 4167.617676
	Iteration 88Q: 3 clusters Score -662933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -662933.687500 Penalty: 4167.617676
	Iteration 89Q: 3 clusters Score -662933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -662934.375000 Penalty: 4167.617676
	Iteration 90Q: 3 clusters Score -662934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -662934.437500 Penalty: 4167.617676
	Iteration 91Q: 3 clusters Score -662934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -662935.000000 Penalty: 4167.617676
	Iteration 92Q: 3 clusters Score -662935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -662934.750000 Penalty: 4167.617676
	Iteration 93Q: 3 clusters Score -662934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -662934.750000 Penalty: 4167.617676
	Iteration 94F: 3 clusters Score -662934.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Entering Unmasked Estep 
Score: -656850.375000 Penalty: 2072.134277
	Iteration 0F: 2 clusters Score -656850.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -652836.562500 Penalty: 4144.268555
	Iteration 0F: 3 clusters Score -652836.6 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -653770.500000 Penalty: 4144.268555
	Iteration 1F: 3 clusters Score -653770.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -653984.312500 Penalty: 4144.268555
	Iteration 2F: 3 clusters Score -653984.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -654128.187500 Penalty: 4144.268555
	Iteration 3F: 3 clusters Score -654128.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -654230.125000 Penalty: 4144.268555
	Iteration 4Q: 3 clusters Score -654230.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -654314.437500 Penalty: 4144.268555
	Iteration 5Q: 3 clusters Score -654314.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -654387.687500 Penalty: 4144.268555
	Iteration 6Q: 3 clusters Score -654387.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -654447.375000 Penalty: 4144.268555
	Iteration 7Q: 3 clusters Score -654447.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -654501.062500 Penalty: 4144.268555
	Iteration 8Q: 3 clusters Score -654501.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -654551.437500 Penalty: 4144.268555
	Iteration 9Q: 3 clusters Score -654551.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -654593.500000 Penalty: 4144.268555
	Iteration 10Q: 3 clusters Score -654593.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -654642.062500 Penalty: 4144.268555
	Iteration 11Q: 3 clusters Score -654642.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -654675.562500 Penalty: 4144.268555
	Iteration 12Q: 3 clusters Score -654675.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -654699.000000 Penalty: 4144.268555
	Iteration 13Q: 3 clusters Score -654699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -654720.812500 Penalty: 4144.268555
	Iteration 14Q: 3 clusters Score -654720.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -654742.625000 Penalty: 4144.268555
	Iteration 15Q: 3 clusters Score -654742.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -654760.062500 Penalty: 4144.268555
	Iteration 16Q: 3 clusters Score -654760.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -654772.812500 Penalty: 4144.268555
	Iteration 17Q: 3 clusters Score -654772.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -654780.437500 Penalty: 4144.268555
	Iteration 18Q: 3 clusters Score -654780.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -654787.500000 Penalty: 4144.268555
	Iteration 19Q: 3 clusters Score -654787.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -654794.312500 Penalty: 4144.268555
	Iteration 20F: 3 clusters Score -654794.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -654800.687500 Penalty: 4144.268555
	Iteration 21Q: 3 clusters Score -654800.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -654806.250000 Penalty: 4144.268555
	Iteration 22Q: 3 clusters Score -654806.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -654808.875000 Penalty: 4144.268555
	Iteration 23Q: 3 clusters Score -654808.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -654814.437500 Penalty: 4144.268555
	Iteration 24Q: 3 clusters Score -654814.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -654817.125000 Penalty: 4144.268555
	Iteration 25Q: 3 clusters Score -654817.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -654816.312500 Penalty: 4144.268555
	Iteration 26Q: 3 clusters Score -654816.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -654819.187500 Penalty: 4144.268555
	Iteration 27Q: 3 clusters Score -654819.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -654821.000000 Penalty: 4144.268555
	Iteration 28Q: 3 clusters Score -654821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -654822.437500 Penalty: 4144.268555
	Iteration 29Q: 3 clusters Score -654822.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -654822.375000 Penalty: 4144.268555
	Iteration 30Q: 3 clusters Score -654822.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -654822.375000 Penalty: 4144.268555
	Iteration 31F: 3 clusters Score -654822.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6600 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10936 members 
Mstep: Class 5 contains 37678 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15819 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36818 members 
Mstep: Class 14 contains 26953 members 
Mstep: Class 15 contains 14343 members 
Mstep: Class 16 contains 64365 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4040 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26931 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123399 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9859 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 3997 members 
Mstep: Class 29 contains 108351 members 
Mstep: Class 30 contains 9940 members 
Mstep: Class 31 contains 51972 members 
Mstep: Class 32 contains 6360 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21567 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6309 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 20494 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567576.000000 Penalty: 165189.625000
Iteration 199Q: 50 clusters Score -1.225676e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6601 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10932 members 
Mstep: Class 5 contains 37676 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15821 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9379 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36824 members 
Mstep: Class 14 contains 26934 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64377 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4042 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26931 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123346 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 3995 members 
Mstep: Class 29 contains 108336 members 
Mstep: Class 30 contains 9937 members 
Mstep: Class 31 contains 51976 members 
Mstep: Class 32 contains 6360 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3087 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21567 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6310 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 20562 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567536.000000 Penalty: 165189.625000
Iteration 200F: 50 clusters Score -1.225675e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6601 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10929 members 
Mstep: Class 5 contains 37673 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15824 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9379 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36822 members 
Mstep: Class 14 contains 26909 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64390 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4043 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26930 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123307 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9861 members 
Mstep: Class 27 contains 16446 members 
Mstep: Class 28 contains 3996 members 
Mstep: Class 29 contains 108312 members 
Mstep: Class 30 contains 9937 members 
Mstep: Class 31 contains 51974 members 
Mstep: Class 32 contains 6360 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3088 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21567 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6310 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14768 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 20644 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567696.000000 Penalty: 165189.625000
Iteration 201Q: 50 clusters Score -1.225677e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6602 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10926 members 
Mstep: Class 5 contains 37672 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15827 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9379 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36825 members 
Mstep: Class 14 contains 26889 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64402 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4045 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26931 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123279 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 3996 members 
Mstep: Class 29 contains 108288 members 
Mstep: Class 30 contains 9934 members 
Mstep: Class 31 contains 51974 members 
Mstep: Class 32 contains 6360 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3088 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21566 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6311 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14765 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 20701 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567712.000000 Penalty: 165189.625000
Iteration 202Q: 50 clusters Score -1.225677e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6600 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10925 members 
Mstep: Class 5 contains 37673 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15829 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9379 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36828 members 
Mstep: Class 14 contains 26870 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64424 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4045 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26933 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123245 members 
Mstep: Class 24 contains 17640 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9863 members 
Mstep: Class 27 contains 16448 members 
Mstep: Class 28 contains 3996 members 
Mstep: Class 29 contains 108270 members 
Mstep: Class 30 contains 9930 members 
Mstep: Class 31 contains 51974 members 
Mstep: Class 32 contains 6359 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3088 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21565 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6309 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14766 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 20750 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567728.000000 Penalty: 165189.625000
Iteration 203Q: 50 clusters Score -1.225677e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6598 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10923 members 
Mstep: Class 5 contains 37672 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15830 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9379 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36832 members 
Mstep: Class 14 contains 26860 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64438 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4046 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123205 members 
Mstep: Class 24 contains 17640 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9864 members 
Mstep: Class 27 contains 16448 members 
Mstep: Class 28 contains 3996 members 
Mstep: Class 29 contains 108247 members 
Mstep: Class 30 contains 9929 members 
Mstep: Class 31 contains 51974 members 
Mstep: Class 32 contains 6359 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3088 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21565 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6308 members 
Mstep: Class 40 contains 40071 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14768 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 20810 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567736.000000 Penalty: 165189.625000
Iteration 204Q: 50 clusters Score -1.225677e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6596 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10921 members 
Mstep: Class 5 contains 37674 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15831 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9379 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36834 members 
Mstep: Class 14 contains 26850 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64453 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123162 members 
Mstep: Class 24 contains 17641 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9866 members 
Mstep: Class 27 contains 16448 members 
Mstep: Class 28 contains 3995 members 
Mstep: Class 29 contains 108229 members 
Mstep: Class 30 contains 9927 members 
Mstep: Class 31 contains 51975 members 
Mstep: Class 32 contains 6358 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3088 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21565 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6308 members 
Mstep: Class 40 contains 40071 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14767 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 20864 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567760.000000 Penalty: 165189.625000
Iteration 205Q: 50 clusters Score -1.225678e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6594 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10917 members 
Mstep: Class 5 contains 37675 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15831 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9379 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36833 members 
Mstep: Class 14 contains 26845 members 
Mstep: Class 15 contains 14346 members 
Mstep: Class 16 contains 64467 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123124 members 
Mstep: Class 24 contains 17643 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9870 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 3993 members 
Mstep: Class 29 contains 108216 members 
Mstep: Class 30 contains 9925 members 
Mstep: Class 31 contains 51978 members 
Mstep: Class 32 contains 6358 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3089 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21565 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6308 members 
Mstep: Class 40 contains 40068 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 20909 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567816.000000 Penalty: 165189.625000
Iteration 206Q: 50 clusters Score -1.225678e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6592 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10916 members 
Mstep: Class 5 contains 37675 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15832 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9379 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36835 members 
Mstep: Class 14 contains 26834 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64478 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4050 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26935 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123084 members 
Mstep: Class 24 contains 17643 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9872 members 
Mstep: Class 27 contains 16448 members 
Mstep: Class 28 contains 3991 members 
Mstep: Class 29 contains 108209 members 
Mstep: Class 30 contains 9922 members 
Mstep: Class 31 contains 51980 members 
Mstep: Class 32 contains 6358 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3090 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21564 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6308 members 
Mstep: Class 40 contains 40070 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4185 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 20949 members 
Mstep: Class 48 contains 4459 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567696.000000 Penalty: 165189.625000
Iteration 207Q: 50 clusters Score -1.225677e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10916 members 
Mstep: Class 5 contains 37673 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15833 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36837 members 
Mstep: Class 14 contains 26823 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64492 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26936 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123056 members 
Mstep: Class 24 contains 17645 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9873 members 
Mstep: Class 27 contains 16449 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108198 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51974 members 
Mstep: Class 32 contains 6358 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3090 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21563 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6308 members 
Mstep: Class 40 contains 40071 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 20988 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567800.000000 Penalty: 165189.625000
Iteration 208Q: 50 clusters Score -1.225678e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6592 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10915 members 
Mstep: Class 5 contains 37669 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15835 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36839 members 
Mstep: Class 14 contains 26810 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64503 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26935 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123035 members 
Mstep: Class 24 contains 17645 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16449 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108186 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 51968 members 
Mstep: Class 32 contains 6358 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3090 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21564 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6307 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14770 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 21026 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567744.000000 Penalty: 165189.625000
Iteration 209Q: 50 clusters Score -1.225677e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6594 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10915 members 
Mstep: Class 5 contains 37662 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15840 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36840 members 
Mstep: Class 14 contains 26800 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64508 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26933 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 123011 members 
Mstep: Class 24 contains 17646 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16448 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108181 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 51968 members 
Mstep: Class 32 contains 6357 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3090 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21566 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6307 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14770 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 21059 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567696.000000 Penalty: 165189.625000
Iteration 210Q: 50 clusters Score -1.225677e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6596 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10915 members 
Mstep: Class 5 contains 37659 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15842 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36842 members 
Mstep: Class 14 contains 26796 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64520 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26933 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122984 members 
Mstep: Class 24 contains 17646 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9872 members 
Mstep: Class 27 contains 16449 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108176 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 51966 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3090 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21568 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6307 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14770 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 21081 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567744.000000 Penalty: 165189.625000
Iteration 211Q: 50 clusters Score -1.225677e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6596 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 37657 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15844 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36843 members 
Mstep: Class 14 contains 26791 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64531 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26933 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122970 members 
Mstep: Class 24 contains 17646 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9871 members 
Mstep: Class 27 contains 16449 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108167 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 51960 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3090 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21569 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6307 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14770 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 21105 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567808.000000 Penalty: 165189.625000
Iteration 212Q: 50 clusters Score -1.225678e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6597 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10911 members 
Mstep: Class 5 contains 37654 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15845 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36844 members 
Mstep: Class 14 contains 26786 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64535 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26933 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122954 members 
Mstep: Class 24 contains 17646 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9870 members 
Mstep: Class 27 contains 16450 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108160 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 51957 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3090 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21571 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6307 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14770 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567848.000000 Penalty: 165189.625000
Iteration 213Q: 50 clusters Score -1.225678e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6597 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10910 members 
Mstep: Class 5 contains 37649 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15846 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36845 members 
Mstep: Class 14 contains 26783 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64543 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26935 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122932 members 
Mstep: Class 24 contains 17646 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9870 members 
Mstep: Class 27 contains 16449 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108154 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 51954 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3090 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21573 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6307 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14770 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 21159 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567824.000000 Penalty: 165189.625000
Iteration 214Q: 50 clusters Score -1.225678e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6596 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10908 members 
Mstep: Class 5 contains 37643 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15845 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36845 members 
Mstep: Class 14 contains 26781 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64548 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26935 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122929 members 
Mstep: Class 24 contains 17646 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9870 members 
Mstep: Class 27 contains 16448 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108148 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 51947 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3090 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21576 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6306 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14771 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 21180 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567832.000000 Penalty: 165189.625000
Iteration 215Q: 50 clusters Score -1.225678e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6596 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10904 members 
Mstep: Class 5 contains 37641 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15848 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36844 members 
Mstep: Class 14 contains 26781 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64550 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26935 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122917 members 
Mstep: Class 24 contains 17646 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9870 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108144 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 51942 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3090 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21578 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6306 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14770 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 21202 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567912.000000 Penalty: 165189.625000
Iteration 216Q: 50 clusters Score -1.225679e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6596 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 10903 members 
Mstep: Class 5 contains 37640 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15850 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 36843 members 
Mstep: Class 14 contains 26779 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64552 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26934 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122912 members 
Mstep: Class 24 contains 17646 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9870 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108138 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 51938 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3091 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21578 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6305 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 21219 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567808.000000 Penalty: 165189.625000
Iteration 217Q: 50 clusters Score -1.225678e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6596 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10905 members 
Mstep: Class 5 contains 37639 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15852 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 36843 members 
Mstep: Class 14 contains 26775 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64557 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122901 members 
Mstep: Class 24 contains 17646 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9870 members 
Mstep: Class 27 contains 16449 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108139 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 51936 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21578 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6303 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 21230 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567872.000000 Penalty: 165189.625000
Iteration 218Q: 50 clusters Score -1.225679e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6596 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10904 members 
Mstep: Class 5 contains 37638 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 36843 members 
Mstep: Class 14 contains 26774 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64567 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122890 members 
Mstep: Class 24 contains 17646 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9870 members 
Mstep: Class 27 contains 16448 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108137 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 51934 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21579 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6303 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 21238 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567920.000000 Penalty: 165189.625000
Iteration 219Q: 50 clusters Score -1.225679e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6596 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10903 members 
Mstep: Class 5 contains 37640 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15854 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 36841 members 
Mstep: Class 14 contains 26769 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64579 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4052 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122875 members 
Mstep: Class 24 contains 17646 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9870 members 
Mstep: Class 27 contains 16446 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108135 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 51933 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21579 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6303 members 
Mstep: Class 40 contains 40071 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 21251 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567920.000000 Penalty: 165189.625000
Iteration 220F: 50 clusters Score -1.225679e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6595 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10902 members 
Mstep: Class 5 contains 37640 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15854 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 36842 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64592 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4053 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122869 members 
Mstep: Class 24 contains 17646 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9870 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108132 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 51927 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21579 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6303 members 
Mstep: Class 40 contains 40071 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15347 members 
Mstep: Class 47 contains 21257 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567832.000000 Penalty: 165189.625000
Iteration 221Q: 50 clusters Score -1.225678e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6592 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10903 members 
Mstep: Class 5 contains 37640 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15854 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 36841 members 
Mstep: Class 14 contains 26765 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64602 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122855 members 
Mstep: Class 24 contains 17647 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 16448 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108130 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 51924 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21579 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6303 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15345 members 
Mstep: Class 47 contains 21269 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567824.000000 Penalty: 165189.625000
Iteration 222Q: 50 clusters Score -1.225678e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6590 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10902 members 
Mstep: Class 5 contains 37635 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15854 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 36841 members 
Mstep: Class 14 contains 26762 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64614 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122839 members 
Mstep: Class 24 contains 17647 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 16451 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108132 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 51920 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21581 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6303 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15346 members 
Mstep: Class 47 contains 21281 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567896.000000 Penalty: 165189.625000
Iteration 223Q: 50 clusters Score -1.225679e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6587 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10901 members 
Mstep: Class 5 contains 37632 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15854 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 36841 members 
Mstep: Class 14 contains 26761 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64627 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122818 members 
Mstep: Class 24 contains 17647 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 16454 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108134 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51916 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21585 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6304 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14769 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15346 members 
Mstep: Class 47 contains 21290 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567888.000000 Penalty: 165189.625000
Iteration 224Q: 50 clusters Score -1.225679e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6583 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10901 members 
Mstep: Class 5 contains 37627 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15855 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 36843 members 
Mstep: Class 14 contains 26759 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64632 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12822 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122807 members 
Mstep: Class 24 contains 17648 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 16459 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 108131 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51915 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21588 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6303 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14770 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15346 members 
Mstep: Class 47 contains 21301 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567888.000000 Penalty: 165189.625000
Iteration 225Q: 50 clusters Score -1.225679e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6580 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10904 members 
Mstep: Class 5 contains 37624 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15854 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 36844 members 
Mstep: Class 14 contains 26757 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64639 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12823 members 
Mstep: Class 21 contains 26931 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122801 members 
Mstep: Class 24 contains 17648 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 16460 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108130 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51910 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21589 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6302 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14771 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15346 members 
Mstep: Class 47 contains 21310 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568032.000000 Penalty: 165189.625000
Iteration 226Q: 50 clusters Score -1.22568e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6579 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10903 members 
Mstep: Class 5 contains 37621 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36845 members 
Mstep: Class 14 contains 26757 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64643 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12823 members 
Mstep: Class 21 contains 26930 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122795 members 
Mstep: Class 24 contains 17649 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 16462 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108129 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51909 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21590 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6300 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14772 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15346 members 
Mstep: Class 47 contains 21317 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567968.000000 Penalty: 165189.625000
Iteration 227Q: 50 clusters Score -1.22568e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6579 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10903 members 
Mstep: Class 5 contains 37620 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15855 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36845 members 
Mstep: Class 14 contains 26754 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64649 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12823 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122787 members 
Mstep: Class 24 contains 17651 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 16463 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108124 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51908 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21589 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6295 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15347 members 
Mstep: Class 47 contains 21326 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568000.000000 Penalty: 165189.625000
Iteration 228Q: 50 clusters Score -1.22568e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6583 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10901 members 
Mstep: Class 5 contains 37618 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15857 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36846 members 
Mstep: Class 14 contains 26752 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64654 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12823 members 
Mstep: Class 21 contains 26935 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122776 members 
Mstep: Class 24 contains 17652 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9870 members 
Mstep: Class 27 contains 16463 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108122 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51902 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21589 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6296 members 
Mstep: Class 40 contains 40074 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14772 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 21333 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568000.000000 Penalty: 165189.625000
Iteration 229Q: 50 clusters Score -1.22568e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6583 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10896 members 
Mstep: Class 5 contains 37617 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15859 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36848 members 
Mstep: Class 14 contains 26751 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64659 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12823 members 
Mstep: Class 21 contains 26935 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122771 members 
Mstep: Class 24 contains 17652 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9871 members 
Mstep: Class 27 contains 16464 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108120 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51901 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6295 members 
Mstep: Class 40 contains 40076 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14772 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 21338 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567968.000000 Penalty: 165189.625000
Iteration 230Q: 50 clusters Score -1.22568e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6580 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10894 members 
Mstep: Class 5 contains 37617 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15860 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26751 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64662 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12823 members 
Mstep: Class 21 contains 26935 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122765 members 
Mstep: Class 24 contains 17654 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9871 members 
Mstep: Class 27 contains 16466 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108112 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51899 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6293 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14773 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 21347 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567992.000000 Penalty: 165189.625000
Iteration 231Q: 50 clusters Score -1.22568e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6578 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10893 members 
Mstep: Class 5 contains 37619 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15860 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 36853 members 
Mstep: Class 14 contains 26750 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64665 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12823 members 
Mstep: Class 21 contains 26936 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122756 members 
Mstep: Class 24 contains 17653 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9870 members 
Mstep: Class 27 contains 16466 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108108 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51896 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6292 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 21360 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567920.000000 Penalty: 165189.625000
Iteration 232Q: 50 clusters Score -1.225679e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6577 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10893 members 
Mstep: Class 5 contains 37620 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15860 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36852 members 
Mstep: Class 14 contains 26749 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64668 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26937 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122749 members 
Mstep: Class 24 contains 17652 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 16466 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108107 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51895 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6292 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15348 members 
Mstep: Class 47 contains 21370 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568024.000000 Penalty: 165189.625000
Iteration 233Q: 50 clusters Score -1.22568e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10893 members 
Mstep: Class 5 contains 37618 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15860 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 36854 members 
Mstep: Class 14 contains 26750 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64668 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26939 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122740 members 
Mstep: Class 24 contains 17652 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16465 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108102 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51896 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6290 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15349 members 
Mstep: Class 47 contains 21383 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568008.000000 Penalty: 165189.625000
Iteration 234Q: 50 clusters Score -1.22568e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6577 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10891 members 
Mstep: Class 5 contains 37616 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15861 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 36855 members 
Mstep: Class 14 contains 26749 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64669 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26939 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122729 members 
Mstep: Class 24 contains 17653 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16465 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108100 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51897 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21396 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567984.000000 Penalty: 165189.625000
Iteration 235Q: 50 clusters Score -1.22568e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6577 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10890 members 
Mstep: Class 5 contains 37616 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36857 members 
Mstep: Class 14 contains 26748 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64673 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26939 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122713 members 
Mstep: Class 24 contains 17654 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16466 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108097 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51895 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6290 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21408 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568000.000000 Penalty: 165189.625000
Iteration 236Q: 50 clusters Score -1.22568e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10887 members 
Mstep: Class 5 contains 37617 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36858 members 
Mstep: Class 14 contains 26748 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64677 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12827 members 
Mstep: Class 21 contains 26941 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122709 members 
Mstep: Class 24 contains 17655 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16466 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108094 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51891 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40076 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21415 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567936.000000 Penalty: 165189.625000
Iteration 237Q: 50 clusters Score -1.225679e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10882 members 
Mstep: Class 5 contains 37618 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36858 members 
Mstep: Class 14 contains 26748 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64677 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26942 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122714 members 
Mstep: Class 24 contains 17656 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16467 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108090 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51886 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40076 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21421 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567952.000000 Penalty: 165189.625000
Iteration 238Q: 50 clusters Score -1.22568e+08 nChanged 14
Entering ConstructFrom: 
Score: -122567952.000000 Penalty: 165189.625000
Entering ConstructFrom: 
Trying to split cluster 1 (12256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Entering Unmasked Estep 
Score: -1976112.500000 Penalty: 2334.615234
	Iteration 0F: 2 clusters Score -1976112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1967055.000000 Penalty: 4669.230469
	Iteration 0F: 3 clusters Score -1967055 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1969722.750000 Penalty: 4669.230469
	Iteration 1F: 3 clusters Score -1969723 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1970052.250000 Penalty: 4669.230469
	Iteration 2F: 3 clusters Score -1970052 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1970346.500000 Penalty: 4669.230469
	Iteration 3F: 3 clusters Score -1970346 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1970590.875000 Penalty: 4669.230469
	Iteration 4Q: 3 clusters Score -1970591 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1970789.125000 Penalty: 4669.230469
	Iteration 5Q: 3 clusters Score -1970789 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1970998.375000 Penalty: 4669.230469
	Iteration 6Q: 3 clusters Score -1970998 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1971240.875000 Penalty: 4669.230469
	Iteration 7Q: 3 clusters Score -1971241 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1971516.000000 Penalty: 4669.230469
	Iteration 8Q: 3 clusters Score -1971516 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1971826.625000 Penalty: 4669.230469
	Iteration 9Q: 3 clusters Score -1971827 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1972189.750000 Penalty: 4669.230469
	Iteration 10Q: 3 clusters Score -1972190 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1972563.250000 Penalty: 4669.230469
	Iteration 11Q: 3 clusters Score -1972563 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1972962.250000 Penalty: 4669.230469
	Iteration 12Q: 3 clusters Score -1972962 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1973334.500000 Penalty: 4669.230469
	Iteration 13Q: 3 clusters Score -1973334 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1973676.500000 Penalty: 4669.230469
	Iteration 14Q: 3 clusters Score -1973676 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1973921.125000 Penalty: 4669.230469
	Iteration 15Q: 3 clusters Score -1973921 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1974104.125000 Penalty: 4669.230469
	Iteration 16Q: 3 clusters Score -1974104 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1974220.375000 Penalty: 4669.230469
	Iteration 17Q: 3 clusters Score -1974220 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1974304.375000 Penalty: 4669.230469
	Iteration 18Q: 3 clusters Score -1974304 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1974347.875000 Penalty: 4669.230469
	Iteration 19Q: 3 clusters Score -1974348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1974388.125000 Penalty: 4669.230469
	Iteration 20F: 3 clusters Score -1974388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1974416.875000 Penalty: 4669.230469
	Iteration 21Q: 3 clusters Score -1974417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1974438.875000 Penalty: 4669.230469
	Iteration 22Q: 3 clusters Score -1974439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1974464.375000 Penalty: 4669.230469
	Iteration 23Q: 3 clusters Score -1974464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1974484.875000 Penalty: 4669.230469
	Iteration 24Q: 3 clusters Score -1974485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1974496.250000 Penalty: 4669.230469
	Iteration 25Q: 3 clusters Score -1974496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1974512.250000 Penalty: 4669.230469
	Iteration 26Q: 3 clusters Score -1974512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1974523.000000 Penalty: 4669.230469
	Iteration 27Q: 3 clusters Score -1974523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1974532.250000 Penalty: 4669.230469
	Iteration 28Q: 3 clusters Score -1974532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1974540.500000 Penalty: 4669.230469
	Iteration 29Q: 3 clusters Score -1974540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1974543.875000 Penalty: 4669.230469
	Iteration 30Q: 3 clusters Score -1974544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1974545.625000 Penalty: 4669.230469
	Iteration 31Q: 3 clusters Score -1974546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1974549.625000 Penalty: 4669.230469
	Iteration 32Q: 3 clusters Score -1974550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1974552.250000 Penalty: 4669.230469
	Iteration 33Q: 3 clusters Score -1974552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1974551.875000 Penalty: 4669.230469
	Iteration 34Q: 3 clusters Score -1974552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1974553.625000 Penalty: 4669.230469
	Iteration 35Q: 3 clusters Score -1974554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1974553.625000 Penalty: 4669.230469
	Iteration 36F: 3 clusters Score -1974554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Entering Unmasked Estep 
Score: -1000955.812500 Penalty: 2180.213135
	Iteration 0F: 2 clusters Score -1000956 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 3324 members 
Entering Unmasked Estep 
Score: -995555.500000 Penalty: 4360.426270
	Iteration 0F: 3 clusters Score -995555.5 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -997129.812500 Penalty: 4360.426270
	Iteration 1F: 3 clusters Score -997129.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -997690.062500 Penalty: 4360.426270
	Iteration 2F: 3 clusters Score -997690.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -998115.750000 Penalty: 4360.426270
	Iteration 3F: 3 clusters Score -998115.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -998444.875000 Penalty: 4360.426270
	Iteration 4F: 3 clusters Score -998444.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -998732.562500 Penalty: 4360.426270
	Iteration 5F: 3 clusters Score -998732.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -999017.937500 Penalty: 4360.426270
	Iteration 6F: 3 clusters Score -999017.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -999255.875000 Penalty: 4360.426270
	Iteration 7Q: 3 clusters Score -999255.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -999391.500000 Penalty: 4360.426270
	Iteration 8Q: 3 clusters Score -999391.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -999459.312500 Penalty: 4360.426270
	Iteration 9Q: 3 clusters Score -999459.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -999519.750000 Penalty: 4360.426270
	Iteration 10Q: 3 clusters Score -999519.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -999566.375000 Penalty: 4360.426270
	Iteration 11Q: 3 clusters Score -999566.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -999600.375000 Penalty: 4360.426270
	Iteration 12Q: 3 clusters Score -999600.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -999625.500000 Penalty: 4360.426270
	Iteration 13Q: 3 clusters Score -999625.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -999652.062500 Penalty: 4360.426270
	Iteration 14Q: 3 clusters Score -999652.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -999679.500000 Penalty: 4360.426270
	Iteration 15Q: 3 clusters Score -999679.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -999709.875000 Penalty: 4360.426270
	Iteration 16Q: 3 clusters Score -999709.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -999736.437500 Penalty: 4360.426270
	Iteration 17Q: 3 clusters Score -999736.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -999755.625000 Penalty: 4360.426270
	Iteration 18Q: 3 clusters Score -999755.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -999774.312500 Penalty: 4360.426270
	Iteration 19Q: 3 clusters Score -999774.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -999789.312500 Penalty: 4360.426270
	Iteration 20F: 3 clusters Score -999789.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -999802.562500 Penalty: 4360.426270
	Iteration 21Q: 3 clusters Score -999802.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -999813.687500 Penalty: 4360.426270
	Iteration 22Q: 3 clusters Score -999813.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -999819.250000 Penalty: 4360.426270
	Iteration 23Q: 3 clusters Score -999819.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -999826.312500 Penalty: 4360.426270
	Iteration 24Q: 3 clusters Score -999826.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -999837.937500 Penalty: 4360.426270
	Iteration 25Q: 3 clusters Score -999837.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -999850.187500 Penalty: 4360.426270
	Iteration 26Q: 3 clusters Score -999850.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -999862.187500 Penalty: 4360.426270
	Iteration 27Q: 3 clusters Score -999862.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -999875.937500 Penalty: 4360.426270
	Iteration 28Q: 3 clusters Score -999875.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -999884.812500 Penalty: 4360.426270
	Iteration 29Q: 3 clusters Score -999884.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -999887.375000 Penalty: 4360.426270
	Iteration 30Q: 3 clusters Score -999887.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -999892.500000 Penalty: 4360.426270
	Iteration 31Q: 3 clusters Score -999892.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -999896.437500 Penalty: 4360.426270
	Iteration 32Q: 3 clusters Score -999896.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -999899.750000 Penalty: 4360.426270
	Iteration 33Q: 3 clusters Score -999899.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -999903.375000 Penalty: 4360.426270
	Iteration 34Q: 3 clusters Score -999903.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -999905.500000 Penalty: 4360.426270
	Iteration 35Q: 3 clusters Score -999905.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -999907.062500 Penalty: 4360.426270
	Iteration 36Q: 3 clusters Score -999907.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -999909.375000 Penalty: 4360.426270
	Iteration 37Q: 3 clusters Score -999909.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -999911.500000 Penalty: 4360.426270
	Iteration 38Q: 3 clusters Score -999911.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -999914.437500 Penalty: 4360.426270
	Iteration 39Q: 3 clusters Score -999914.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -999914.750000 Penalty: 4360.426270
	Iteration 40F: 3 clusters Score -999914.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -999917.187500 Penalty: 4360.426270
	Iteration 41Q: 3 clusters Score -999917.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -999919.187500 Penalty: 4360.426270
	Iteration 42Q: 3 clusters Score -999919.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -999920.875000 Penalty: 4360.426270
	Iteration 43Q: 3 clusters Score -999920.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -999923.000000 Penalty: 4360.426270
	Iteration 44Q: 3 clusters Score -999923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -999924.062500 Penalty: 4360.426270
	Iteration 45Q: 3 clusters Score -999924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -999923.937500 Penalty: 4360.426270
	Iteration 46Q: 3 clusters Score -999923.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -999923.937500 Penalty: 4360.426270
	Iteration 47F: 3 clusters Score -999923.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Entering Unmasked Estep 
Score: -776920.437500 Penalty: 2110.122070
	Iteration 0F: 2 clusters Score -776920.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -772454.937500 Penalty: 4220.244141
	Iteration 0F: 3 clusters Score -772454.9 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -773521.937500 Penalty: 4220.244141
	Iteration 1F: 3 clusters Score -773521.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -773830.750000 Penalty: 4220.244141
	Iteration 2F: 3 clusters Score -773830.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -774130.500000 Penalty: 4220.244141
	Iteration 3F: 3 clusters Score -774130.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -774423.187500 Penalty: 4220.244141
	Iteration 4F: 3 clusters Score -774423.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -774653.625000 Penalty: 4220.244141
	Iteration 5F: 3 clusters Score -774653.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -774816.000000 Penalty: 4220.244141
	Iteration 6Q: 3 clusters Score -774816 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -774919.875000 Penalty: 4220.244141
	Iteration 7Q: 3 clusters Score -774919.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -775002.375000 Penalty: 4220.244141
	Iteration 8Q: 3 clusters Score -775002.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -775058.000000 Penalty: 4220.244141
	Iteration 9Q: 3 clusters Score -775058 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -775093.125000 Penalty: 4220.244141
	Iteration 10Q: 3 clusters Score -775093.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -775119.750000 Penalty: 4220.244141
	Iteration 11Q: 3 clusters Score -775119.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -775135.375000 Penalty: 4220.244141
	Iteration 12Q: 3 clusters Score -775135.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -775147.500000 Penalty: 4220.244141
	Iteration 13Q: 3 clusters Score -775147.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -775152.125000 Penalty: 4220.244141
	Iteration 14Q: 3 clusters Score -775152.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -775156.875000 Penalty: 4220.244141
	Iteration 15Q: 3 clusters Score -775156.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -775159.375000 Penalty: 4220.244141
	Iteration 16Q: 3 clusters Score -775159.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -775162.062500 Penalty: 4220.244141
	Iteration 17Q: 3 clusters Score -775162.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -775163.875000 Penalty: 4220.244141
	Iteration 18Q: 3 clusters Score -775163.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -775167.750000 Penalty: 4220.244141
	Iteration 19Q: 3 clusters Score -775167.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -775167.875000 Penalty: 4220.244141
	Iteration 20F: 3 clusters Score -775167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -775168.937500 Penalty: 4220.244141
	Iteration 21Q: 3 clusters Score -775168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -775171.562500 Penalty: 4220.244141
	Iteration 22Q: 3 clusters Score -775171.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -775171.937500 Penalty: 4220.244141
	Iteration 23Q: 3 clusters Score -775171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -775173.562500 Penalty: 4220.244141
	Iteration 24Q: 3 clusters Score -775173.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -775173.812500 Penalty: 4220.244141
	Iteration 25Q: 3 clusters Score -775173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -775173.875000 Penalty: 4220.244141
	Iteration 26Q: 3 clusters Score -775173.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -775177.250000 Penalty: 4220.244141
	Iteration 27Q: 3 clusters Score -775177.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -775177.500000 Penalty: 4220.244141
	Iteration 28Q: 3 clusters Score -775177.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -775178.250000 Penalty: 4220.244141
	Iteration 29Q: 3 clusters Score -775178.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -775177.625000 Penalty: 4220.244141
	Iteration 30Q: 3 clusters Score -775177.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -775178.125000 Penalty: 4220.244141
	Iteration 31Q: 3 clusters Score -775178.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -775179.687500 Penalty: 4220.244141
	Iteration 32Q: 3 clusters Score -775179.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -775181.062500 Penalty: 4220.244141
	Iteration 33Q: 3 clusters Score -775181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -775180.312500 Penalty: 4220.244141
	Iteration 34Q: 3 clusters Score -775180.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -775180.687500 Penalty: 4220.244141
	Iteration 35Q: 3 clusters Score -775180.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -775181.937500 Penalty: 4220.244141
	Iteration 36Q: 3 clusters Score -775181.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -775182.062500 Penalty: 4220.244141
	Iteration 37Q: 3 clusters Score -775182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -775182.625000 Penalty: 4220.244141
	Iteration 38Q: 3 clusters Score -775182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -775181.375000 Penalty: 4220.244141
	Iteration 39Q: 3 clusters Score -775181.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -775181.812500 Penalty: 4220.244141
	Iteration 40F: 3 clusters Score -775181.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1584185.875000 Penalty: 2305.103760
	Iteration 0F: 2 clusters Score -1584186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1575978.000000 Penalty: 4610.207520
	Iteration 0F: 3 clusters Score -1575978 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1578761.750000 Penalty: 4610.207520
	Iteration 1F: 3 clusters Score -1578762 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1579375.750000 Penalty: 4610.207520
	Iteration 2F: 3 clusters Score -1579376 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1579920.500000 Penalty: 4610.207520
	Iteration 3F: 3 clusters Score -1579920 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1580398.500000 Penalty: 4610.207520
	Iteration 4F: 3 clusters Score -1580398 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1580867.000000 Penalty: 4610.207520
	Iteration 5F: 3 clusters Score -1580867 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1581239.625000 Penalty: 4610.207520
	Iteration 6Q: 3 clusters Score -1581240 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1581567.000000 Penalty: 4610.207520
	Iteration 7Q: 3 clusters Score -1581567 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1581847.625000 Penalty: 4610.207520
	Iteration 8Q: 3 clusters Score -1581848 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1582076.250000 Penalty: 4610.207520
	Iteration 9Q: 3 clusters Score -1582076 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1582239.750000 Penalty: 4610.207520
	Iteration 10Q: 3 clusters Score -1582240 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1582353.750000 Penalty: 4610.207520
	Iteration 11Q: 3 clusters Score -1582354 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1582424.250000 Penalty: 4610.207520
	Iteration 12Q: 3 clusters Score -1582424 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1582474.000000 Penalty: 4610.207520
	Iteration 13Q: 3 clusters Score -1582474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1582505.500000 Penalty: 4610.207520
	Iteration 14Q: 3 clusters Score -1582506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1582528.000000 Penalty: 4610.207520
	Iteration 15Q: 3 clusters Score -1582528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1582544.000000 Penalty: 4610.207520
	Iteration 16Q: 3 clusters Score -1582544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1582556.500000 Penalty: 4610.207520
	Iteration 17Q: 3 clusters Score -1582556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1582568.500000 Penalty: 4610.207520
	Iteration 18Q: 3 clusters Score -1582568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1582576.000000 Penalty: 4610.207520
	Iteration 19Q: 3 clusters Score -1582576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1582586.500000 Penalty: 4610.207520
	Iteration 20F: 3 clusters Score -1582586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1582591.250000 Penalty: 4610.207520
	Iteration 21Q: 3 clusters Score -1582591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1582597.125000 Penalty: 4610.207520
	Iteration 22Q: 3 clusters Score -1582597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1582603.125000 Penalty: 4610.207520
	Iteration 23Q: 3 clusters Score -1582603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1582602.500000 Penalty: 4610.207520
	Iteration 24Q: 3 clusters Score -1582602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1582604.125000 Penalty: 4610.207520
	Iteration 25Q: 3 clusters Score -1582604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1582607.000000 Penalty: 4610.207520
	Iteration 26Q: 3 clusters Score -1582607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1582607.625000 Penalty: 4610.207520
	Iteration 27Q: 3 clusters Score -1582608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1582607.625000 Penalty: 4610.207520
	Iteration 28F: 3 clusters Score -1582608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Entering Unmasked Estep 
Score: -5926596.000000 Penalty: 2612.739014
	Iteration 0F: 2 clusters Score -5926596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -5901097.500000 Penalty: 5225.478027
	Iteration 0F: 3 clusters Score -5901098 nChanged 17078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -5910554.500000 Penalty: 5225.478027
	Iteration 1F: 3 clusters Score -5910554 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -5911229.500000 Penalty: 5225.478027
	Iteration 2Q: 3 clusters Score -5911230 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -5912083.500000 Penalty: 5225.478027
	Iteration 3Q: 3 clusters Score -5912084 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -5913181.000000 Penalty: 5225.478027
	Iteration 4F: 3 clusters Score -5913181 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -5914645.500000 Penalty: 5225.478027
	Iteration 5F: 3 clusters Score -5914646 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -5916220.000000 Penalty: 5225.478027
	Iteration 6F: 3 clusters Score -5916220 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -5917907.000000 Penalty: 5225.478027
	Iteration 7F: 3 clusters Score -5917907 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -5919503.500000 Penalty: 5225.478027
	Iteration 8F: 3 clusters Score -5919504 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -5920753.500000 Penalty: 5225.478027
	Iteration 9Q: 3 clusters Score -5920754 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -5921849.500000 Penalty: 5225.478027
	Iteration 10Q: 3 clusters Score -5921850 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -5922815.000000 Penalty: 5225.478027
	Iteration 11Q: 3 clusters Score -5922815 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -5923528.500000 Penalty: 5225.478027
	Iteration 12Q: 3 clusters Score -5923528 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -5923986.500000 Penalty: 5225.478027
	Iteration 13Q: 3 clusters Score -5923986 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -5924307.500000 Penalty: 5225.478027
	Iteration 14Q: 3 clusters Score -5924308 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -5924580.500000 Penalty: 5225.478027
	Iteration 15Q: 3 clusters Score -5924580 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -5924784.000000 Penalty: 5225.478027
	Iteration 16Q: 3 clusters Score -5924784 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -5924939.000000 Penalty: 5225.478027
	Iteration 17Q: 3 clusters Score -5924939 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -5925035.500000 Penalty: 5225.478027
	Iteration 18Q: 3 clusters Score -5925036 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -5925109.000000 Penalty: 5225.478027
	Iteration 19Q: 3 clusters Score -5925109 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -5925170.000000 Penalty: 5225.478027
	Iteration 20F: 3 clusters Score -5925170 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -5925269.500000 Penalty: 5225.478027
	Iteration 21Q: 3 clusters Score -5925270 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -5925352.500000 Penalty: 5225.478027
	Iteration 22Q: 3 clusters Score -5925352 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -5925421.000000 Penalty: 5225.478027
	Iteration 23Q: 3 clusters Score -5925421 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -5925480.000000 Penalty: 5225.478027
	Iteration 24Q: 3 clusters Score -5925480 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -5925510.500000 Penalty: 5225.478027
	Iteration 25Q: 3 clusters Score -5925510 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -5925527.500000 Penalty: 5225.478027
	Iteration 26Q: 3 clusters Score -5925528 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -5925552.000000 Penalty: 5225.478027
	Iteration 27Q: 3 clusters Score -5925552 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5925575.500000 Penalty: 5225.478027
	Iteration 28Q: 3 clusters Score -5925576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -5925594.000000 Penalty: 5225.478027
	Iteration 29Q: 3 clusters Score -5925594 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -5925605.500000 Penalty: 5225.478027
	Iteration 30Q: 3 clusters Score -5925606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5925610.500000 Penalty: 5225.478027
	Iteration 31Q: 3 clusters Score -5925610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -5925597.500000 Penalty: 5225.478027
	Iteration 32Q: 3 clusters Score -5925598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -5925596.000000 Penalty: 5225.478027
	Iteration 33Q: 3 clusters Score -5925596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -5925623.000000 Penalty: 5225.478027
	Iteration 34Q: 3 clusters Score -5925623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -5925625.500000 Penalty: 5225.478027
	Iteration 35Q: 3 clusters Score -5925626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -5925623.000000 Penalty: 5225.478027
	Iteration 36Q: 3 clusters Score -5925623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5925630.000000 Penalty: 5225.478027
	Iteration 37Q: 3 clusters Score -5925630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -5925640.000000 Penalty: 5225.478027
	Iteration 38Q: 3 clusters Score -5925640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -5925661.500000 Penalty: 5225.478027
	Iteration 39Q: 3 clusters Score -5925662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5925661.500000 Penalty: 5225.478027
	Iteration 40F: 3 clusters Score -5925662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -5925647.500000 Penalty: 5225.478027
	Iteration 41Q: 3 clusters Score -5925648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -5925655.000000 Penalty: 5225.478027
	Iteration 42Q: 3 clusters Score -5925655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -5925661.500000 Penalty: 5225.478027
	Iteration 43Q: 3 clusters Score -5925662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -5925661.000000 Penalty: 5225.478027
	Iteration 44Q: 3 clusters Score -5925661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -5925671.500000 Penalty: 5225.478027
	Iteration 45Q: 3 clusters Score -5925672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -5925671.000000 Penalty: 5225.478027
	Iteration 46Q: 3 clusters Score -5925671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -5925666.500000 Penalty: 5225.478027
	Iteration 47Q: 3 clusters Score -5925666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -5925675.500000 Penalty: 5225.478027
	Iteration 48Q: 3 clusters Score -5925676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5925673.500000 Penalty: 5225.478027
	Iteration 49Q: 3 clusters Score -5925674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -5925679.000000 Penalty: 5225.478027
	Iteration 50Q: 3 clusters Score -5925679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -5925676.000000 Penalty: 5225.478027
	Iteration 51Q: 3 clusters Score -5925676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -5925673.000000 Penalty: 5225.478027
	Iteration 52Q: 3 clusters Score -5925673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5925669.000000 Penalty: 5225.478027
	Iteration 53Q: 3 clusters Score -5925669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -5925668.500000 Penalty: 5225.478027
	Iteration 54Q: 3 clusters Score -5925668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -5925673.000000 Penalty: 5225.478027
	Iteration 55Q: 3 clusters Score -5925673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -5925674.000000 Penalty: 5225.478027
	Iteration 56Q: 3 clusters Score -5925674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -5925673.000000 Penalty: 5225.478027
	Iteration 57Q: 3 clusters Score -5925673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -5925678.000000 Penalty: 5225.478027
	Iteration 58Q: 3 clusters Score -5925678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -5925677.500000 Penalty: 5225.478027
	Iteration 59Q: 3 clusters Score -5925678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -5925677.500000 Penalty: 5225.478027
	Iteration 60F: 3 clusters Score -5925678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Entering Unmasked Estep 
Score: -940748.000000 Penalty: 2160.846191
	Iteration 0F: 2 clusters Score -940748 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 3039 members 
Entering Unmasked Estep 
Score: -935550.562500 Penalty: 4321.692383
	Iteration 0F: 3 clusters Score -935550.6 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -936928.562500 Penalty: 4321.692383
	Iteration 1F: 3 clusters Score -936928.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -937278.750000 Penalty: 4321.692383
	Iteration 2F: 3 clusters Score -937278.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -937692.500000 Penalty: 4321.692383
	Iteration 3F: 3 clusters Score -937692.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -938145.750000 Penalty: 4321.692383
	Iteration 4F: 3 clusters Score -938145.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -938538.437500 Penalty: 4321.692383
	Iteration 5F: 3 clusters Score -938538.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -938794.187500 Penalty: 4321.692383
	Iteration 6F: 3 clusters Score -938794.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -939004.750000 Penalty: 4321.692383
	Iteration 7Q: 3 clusters Score -939004.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -939182.875000 Penalty: 4321.692383
	Iteration 8Q: 3 clusters Score -939182.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -939342.812500 Penalty: 4321.692383
	Iteration 9Q: 3 clusters Score -939342.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -939482.875000 Penalty: 4321.692383
	Iteration 10Q: 3 clusters Score -939482.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -939583.250000 Penalty: 4321.692383
	Iteration 11Q: 3 clusters Score -939583.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -939644.750000 Penalty: 4321.692383
	Iteration 12Q: 3 clusters Score -939644.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -939689.000000 Penalty: 4321.692383
	Iteration 13Q: 3 clusters Score -939689 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -939716.937500 Penalty: 4321.692383
	Iteration 14Q: 3 clusters Score -939716.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -939735.312500 Penalty: 4321.692383
	Iteration 15Q: 3 clusters Score -939735.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -939753.375000 Penalty: 4321.692383
	Iteration 16Q: 3 clusters Score -939753.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -939763.750000 Penalty: 4321.692383
	Iteration 17Q: 3 clusters Score -939763.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -939773.687500 Penalty: 4321.692383
	Iteration 18Q: 3 clusters Score -939773.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -939784.875000 Penalty: 4321.692383
	Iteration 19Q: 3 clusters Score -939784.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -939790.937500 Penalty: 4321.692383
	Iteration 20F: 3 clusters Score -939790.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -939798.687500 Penalty: 4321.692383
	Iteration 21Q: 3 clusters Score -939798.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -939803.062500 Penalty: 4321.692383
	Iteration 22Q: 3 clusters Score -939803.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -939810.187500 Penalty: 4321.692383
	Iteration 23Q: 3 clusters Score -939810.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -939815.687500 Penalty: 4321.692383
	Iteration 24Q: 3 clusters Score -939815.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -939818.000000 Penalty: 4321.692383
	Iteration 25Q: 3 clusters Score -939818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -939821.375000 Penalty: 4321.692383
	Iteration 26Q: 3 clusters Score -939821.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -939823.562500 Penalty: 4321.692383
	Iteration 27Q: 3 clusters Score -939823.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -939828.937500 Penalty: 4321.692383
	Iteration 28Q: 3 clusters Score -939828.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -939830.812500 Penalty: 4321.692383
	Iteration 29Q: 3 clusters Score -939830.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -939833.000000 Penalty: 4321.692383
	Iteration 30Q: 3 clusters Score -939833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -939835.562500 Penalty: 4321.692383
	Iteration 31Q: 3 clusters Score -939835.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -939834.812500 Penalty: 4321.692383
	Iteration 32Q: 3 clusters Score -939834.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -939836.937500 Penalty: 4321.692383
	Iteration 33Q: 3 clusters Score -939836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -939837.812500 Penalty: 4321.692383
	Iteration 34Q: 3 clusters Score -939837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -939839.375000 Penalty: 4321.692383
	Iteration 35Q: 3 clusters Score -939839.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -939840.812500 Penalty: 4321.692383
	Iteration 36Q: 3 clusters Score -939840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -939842.500000 Penalty: 4321.692383
	Iteration 37Q: 3 clusters Score -939842.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -939842.500000 Penalty: 4321.692383
	Iteration 38Q: 3 clusters Score -939842.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -939841.937500 Penalty: 4321.692383
	Iteration 39Q: 3 clusters Score -939841.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -939842.562500 Penalty: 4321.692383
	Iteration 40F: 3 clusters Score -939842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -939842.937500 Penalty: 4321.692383
	Iteration 41Q: 3 clusters Score -939842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -939844.812500 Penalty: 4321.692383
	Iteration 42Q: 3 clusters Score -939844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -939843.750000 Penalty: 4321.692383
	Iteration 43Q: 3 clusters Score -939843.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -939843.750000 Penalty: 4321.692383
	Iteration 44F: 3 clusters Score -939843.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -127736.585938 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -127736.6 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 452 members 
Entering Unmasked Estep 
Score: -125899.312500 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -125899.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -126348.515625 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -126348.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -126508.000000 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -126508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -126590.937500 Penalty: 3366.211670
	Iteration 3Q: 3 clusters Score -126590.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -126682.789062 Penalty: 3366.211670
	Iteration 4Q: 3 clusters Score -126682.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -126830.000000 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -126830 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -127041.140625 Penalty: 3366.211670
	Iteration 6F: 3 clusters Score -127041.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -127280.460938 Penalty: 3366.211670
	Iteration 7F: 3 clusters Score -127280.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -127463.148438 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -127463.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -127597.640625 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -127597.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -127732.382812 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -127732.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -127751.601562 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -127751.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -127770.898438 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -127770.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -127797.546875 Penalty: 3366.211670
	Iteration 13Q: 3 clusters Score -127797.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -127817.250000 Penalty: 3366.211670
	Iteration 14Q: 3 clusters Score -127817.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -127839.125000 Penalty: 3366.211670
	Iteration 15Q: 3 clusters Score -127839.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -127869.484375 Penalty: 3366.211670
	Iteration 16Q: 3 clusters Score -127869.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -127901.335938 Penalty: 3366.211670
	Iteration 17Q: 3 clusters Score -127901.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -127926.289062 Penalty: 3366.211670
	Iteration 18Q: 3 clusters Score -127926.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -127955.242188 Penalty: 3366.211670
	Iteration 19Q: 3 clusters Score -127955.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -127971.812500 Penalty: 3366.211670
	Iteration 20F: 3 clusters Score -127971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -127978.507812 Penalty: 3366.211670
	Iteration 21Q: 3 clusters Score -127978.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -127978.507812 Penalty: 3366.211670
	Iteration 22F: 3 clusters Score -127978.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37618 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 612 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36858 members 
Mstep: Class 14 contains 26747 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64677 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122713 members 
Mstep: Class 24 contains 17656 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108090 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51881 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21426 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Mstep: Class 50 contains 274 members 
Entering Unmasked Estep 
Score: -122566248.000000 Penalty: 168560.843750
Splitting cluster 7 changes total score from -122567952.000000 to -122566248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (15863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Entering Unmasked Estep 
Score: -2505957.000000 Penalty: 2398.592529
	Iteration 0F: 2 clusters Score -2505957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2494684.750000 Penalty: 4797.185059
	Iteration 0F: 3 clusters Score -2494685 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2498392.500000 Penalty: 4797.185059
	Iteration 1F: 3 clusters Score -2498392 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2498864.500000 Penalty: 4797.185059
	Iteration 2F: 3 clusters Score -2498864 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2499369.750000 Penalty: 4797.185059
	Iteration 3F: 3 clusters Score -2499370 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2499983.500000 Penalty: 4797.185059
	Iteration 4F: 3 clusters Score -2499984 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2500729.000000 Penalty: 4797.185059
	Iteration 5F: 3 clusters Score -2500729 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2501574.000000 Penalty: 4797.185059
	Iteration 6F: 3 clusters Score -2501574 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2502448.250000 Penalty: 4797.185059
	Iteration 7F: 3 clusters Score -2502448 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2503377.750000 Penalty: 4797.185059
	Iteration 8F: 3 clusters Score -2503378 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2504271.000000 Penalty: 4797.185059
	Iteration 9F: 3 clusters Score -2504271 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2505018.750000 Penalty: 4797.185059
	Iteration 10Q: 3 clusters Score -2505019 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2505557.250000 Penalty: 4797.185059
	Iteration 11Q: 3 clusters Score -2505557 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2505873.750000 Penalty: 4797.185059
	Iteration 12Q: 3 clusters Score -2505874 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2506048.000000 Penalty: 4797.185059
	Iteration 13Q: 3 clusters Score -2506048 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2506104.750000 Penalty: 4797.185059
	Iteration 14Q: 3 clusters Score -2506105 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2506126.750000 Penalty: 4797.185059
	Iteration 15Q: 3 clusters Score -2506127 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2506150.500000 Penalty: 4797.185059
	Iteration 16Q: 3 clusters Score -2506150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2506154.750000 Penalty: 4797.185059
	Iteration 17Q: 3 clusters Score -2506155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2506153.750000 Penalty: 4797.185059
	Iteration 18Q: 3 clusters Score -2506154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2506161.500000 Penalty: 4797.185059
	Iteration 19Q: 3 clusters Score -2506162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2506165.000000 Penalty: 4797.185059
	Iteration 20F: 3 clusters Score -2506165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2506165.000000 Penalty: 4797.185059
	Iteration 21Q: 3 clusters Score -2506165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2506168.250000 Penalty: 4797.185059
	Iteration 22Q: 3 clusters Score -2506168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2506169.750000 Penalty: 4797.185059
	Iteration 23Q: 3 clusters Score -2506170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2506168.250000 Penalty: 4797.185059
	Iteration 24Q: 3 clusters Score -2506168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2506173.250000 Penalty: 4797.185059
	Iteration 25Q: 3 clusters Score -2506173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2506174.250000 Penalty: 4797.185059
	Iteration 26Q: 3 clusters Score -2506174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2506174.250000 Penalty: 4797.185059
	Iteration 27Q: 3 clusters Score -2506174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2506172.250000 Penalty: 4797.185059
	Iteration 28Q: 3 clusters Score -2506172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2506172.250000 Penalty: 4797.185059
	Iteration 29F: 3 clusters Score -2506172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37618 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 8660 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36858 members 
Mstep: Class 14 contains 26747 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64677 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122713 members 
Mstep: Class 24 contains 17656 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108090 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51881 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21426 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Mstep: Class 50 contains 7203 members 
Entering Unmasked Estep 
Score: -122567120.000000 Penalty: 168560.843750
Splitting cluster 8 changes total score from -122567952.000000 to -122567120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (6617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Entering Unmasked Estep 
Score: -1036641.562500 Penalty: 2181.754639
	Iteration 0F: 2 clusters Score -1036642 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 3372 members 
Entering Unmasked Estep 
Score: -1031069.562500 Penalty: 4363.509277
	Iteration 0F: 3 clusters Score -1031070 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1032502.562500 Penalty: 4363.509277
	Iteration 1F: 3 clusters Score -1032503 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1032780.125000 Penalty: 4363.509277
	Iteration 2F: 3 clusters Score -1032780 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1032973.812500 Penalty: 4363.509277
	Iteration 3F: 3 clusters Score -1032974 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1033137.000000 Penalty: 4363.509277
	Iteration 4Q: 3 clusters Score -1033137 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1033299.937500 Penalty: 4363.509277
	Iteration 5Q: 3 clusters Score -1033300 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1033479.312500 Penalty: 4363.509277
	Iteration 6Q: 3 clusters Score -1033479 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1033648.062500 Penalty: 4363.509277
	Iteration 7Q: 3 clusters Score -1033648 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1033849.750000 Penalty: 4363.509277
	Iteration 8Q: 3 clusters Score -1033850 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1034054.812500 Penalty: 4363.509277
	Iteration 9Q: 3 clusters Score -1034055 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1034249.000000 Penalty: 4363.509277
	Iteration 10Q: 3 clusters Score -1034249 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1034398.062500 Penalty: 4363.509277
	Iteration 11Q: 3 clusters Score -1034398 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1034503.375000 Penalty: 4363.509277
	Iteration 12Q: 3 clusters Score -1034503 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1034574.875000 Penalty: 4363.509277
	Iteration 13Q: 3 clusters Score -1034575 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1034622.812500 Penalty: 4363.509277
	Iteration 14Q: 3 clusters Score -1034623 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1034652.437500 Penalty: 4363.509277
	Iteration 15Q: 3 clusters Score -1034652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1034676.250000 Penalty: 4363.509277
	Iteration 16Q: 3 clusters Score -1034676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1034693.625000 Penalty: 4363.509277
	Iteration 17Q: 3 clusters Score -1034694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1034705.250000 Penalty: 4363.509277
	Iteration 18Q: 3 clusters Score -1034705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1034713.750000 Penalty: 4363.509277
	Iteration 19Q: 3 clusters Score -1034714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1034726.562500 Penalty: 4363.509277
	Iteration 20F: 3 clusters Score -1034727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1034736.000000 Penalty: 4363.509277
	Iteration 21Q: 3 clusters Score -1034736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1034743.125000 Penalty: 4363.509277
	Iteration 22Q: 3 clusters Score -1034743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1034747.250000 Penalty: 4363.509277
	Iteration 23Q: 3 clusters Score -1034747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1034750.187500 Penalty: 4363.509277
	Iteration 24Q: 3 clusters Score -1034750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1034756.625000 Penalty: 4363.509277
	Iteration 25Q: 3 clusters Score -1034757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1034758.750000 Penalty: 4363.509277
	Iteration 26Q: 3 clusters Score -1034759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1034761.000000 Penalty: 4363.509277
	Iteration 27Q: 3 clusters Score -1034761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1034762.500000 Penalty: 4363.509277
	Iteration 28Q: 3 clusters Score -1034762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1034764.187500 Penalty: 4363.509277
	Iteration 29Q: 3 clusters Score -1034764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1034765.687500 Penalty: 4363.509277
	Iteration 30Q: 3 clusters Score -1034766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1034766.000000 Penalty: 4363.509277
	Iteration 31Q: 3 clusters Score -1034766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1034765.625000 Penalty: 4363.509277
	Iteration 32Q: 3 clusters Score -1034766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1034771.187500 Penalty: 4363.509277
	Iteration 33Q: 3 clusters Score -1034771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1034772.187500 Penalty: 4363.509277
	Iteration 34Q: 3 clusters Score -1034772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1034774.687500 Penalty: 4363.509277
	Iteration 35Q: 3 clusters Score -1034775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1034777.250000 Penalty: 4363.509277
	Iteration 36Q: 3 clusters Score -1034777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1034781.750000 Penalty: 4363.509277
	Iteration 37Q: 3 clusters Score -1034782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1034784.750000 Penalty: 4363.509277
	Iteration 38Q: 3 clusters Score -1034785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1034784.562500 Penalty: 4363.509277
	Iteration 39Q: 3 clusters Score -1034785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1034791.500000 Penalty: 4363.509277
	Iteration 40F: 3 clusters Score -1034792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1034794.500000 Penalty: 4363.509277
	Iteration 41Q: 3 clusters Score -1034794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1034794.687500 Penalty: 4363.509277
	Iteration 42Q: 3 clusters Score -1034795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1034797.125000 Penalty: 4363.509277
	Iteration 43Q: 3 clusters Score -1034797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1034799.500000 Penalty: 4363.509277
	Iteration 44Q: 3 clusters Score -1034800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1034803.437500 Penalty: 4363.509277
	Iteration 45Q: 3 clusters Score -1034803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1034805.250000 Penalty: 4363.509277
	Iteration 46Q: 3 clusters Score -1034805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1034805.375000 Penalty: 4363.509277
	Iteration 47Q: 3 clusters Score -1034805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1034808.062500 Penalty: 4363.509277
	Iteration 48Q: 3 clusters Score -1034808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1034810.937500 Penalty: 4363.509277
	Iteration 49Q: 3 clusters Score -1034811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1034813.812500 Penalty: 4363.509277
	Iteration 50Q: 3 clusters Score -1034814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1034813.937500 Penalty: 4363.509277
	Iteration 51Q: 3 clusters Score -1034814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1034815.250000 Penalty: 4363.509277
	Iteration 52Q: 3 clusters Score -1034815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1034816.125000 Penalty: 4363.509277
	Iteration 53Q: 3 clusters Score -1034816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1034814.562500 Penalty: 4363.509277
	Iteration 54Q: 3 clusters Score -1034815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1034814.937500 Penalty: 4363.509277
	Iteration 55Q: 3 clusters Score -1034815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1034815.312500 Penalty: 4363.509277
	Iteration 56Q: 3 clusters Score -1034815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1034815.562500 Penalty: 4363.509277
	Iteration 57Q: 3 clusters Score -1034816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1034816.062500 Penalty: 4363.509277
	Iteration 58Q: 3 clusters Score -1034816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1034819.187500 Penalty: 4363.509277
	Iteration 59Q: 3 clusters Score -1034819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1034820.125000 Penalty: 4363.509277
	Iteration 60F: 3 clusters Score -1034820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1034820.375000 Penalty: 4363.509277
	Iteration 61Q: 3 clusters Score -1034820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1034822.312500 Penalty: 4363.509277
	Iteration 62Q: 3 clusters Score -1034822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1034821.562500 Penalty: 4363.509277
	Iteration 63Q: 3 clusters Score -1034822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1034821.562500 Penalty: 4363.509277
	Iteration 64F: 3 clusters Score -1034822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -109409.085938 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -109409.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -107668.843750 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -107668.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -107957.492188 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -107957.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -108077.914062 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -108077.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -108167.679688 Penalty: 3281.568359
	Iteration 3Q: 3 clusters Score -108167.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -108263.843750 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -108263.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -108397.382812 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -108397.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -108548.953125 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -108549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -108668.632812 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -108668.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -108835.289062 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -108835.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -109185.375000 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -109185.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -109334.968750 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -109335 nChanged 11
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: -109373.539062 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -109373.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -109387.000000 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -109387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -109388.171875 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -109388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -109392.164062 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -109392.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -109394.882812 Penalty: 3281.568359
	Iteration 15F: 3 clusters Score -109394.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -109405.281250 Penalty: 3281.568359
	Iteration 16Q: 3 clusters Score -109405.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -109409.257812 Penalty: 3281.568359
	Iteration 17Q: 3 clusters Score -109409.3 nChanged 4
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: -109421.773438 Penalty: 3281.568359
	Iteration 18Q: 3 clusters Score -109421.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -109434.421875 Penalty: 3281.568359
	Iteration 19Q: 3 clusters Score -109434.4 nChanged 6
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: -109460.039062 Penalty: 3281.568359
	Iteration 20F: 3 clusters Score -109460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -109523.789062 Penalty: 3281.568359
	Iteration 21Q: 3 clusters Score -109523.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -109626.296875 Penalty: 3281.568359
	Iteration 22Q: 3 clusters Score -109626.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -109690.921875 Penalty: 3281.568359
	Iteration 23Q: 3 clusters Score -109690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -109693.687500 Penalty: 3281.568359
	Iteration 24Q: 3 clusters Score -109693.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -109693.687500 Penalty: 3281.568359
	Iteration 25F: 3 clusters Score -109693.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37618 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 424 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36858 members 
Mstep: Class 14 contains 26747 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64677 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122713 members 
Mstep: Class 24 contains 17656 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108090 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51881 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21426 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Mstep: Class 50 contains 323 members 
Entering Unmasked Estep 
Score: -122566672.000000 Penalty: 168560.843750
Splitting cluster 10 changes total score from -122567952.000000 to -122566672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (9380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Entering Unmasked Estep 
Score: -1482726.500000 Penalty: 2268.291016
	Iteration 0F: 2 clusters Score -1482726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1475431.250000 Penalty: 4536.582031
	Iteration 0F: 3 clusters Score -1475431 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1477549.000000 Penalty: 4536.582031
	Iteration 1F: 3 clusters Score -1477549 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1477830.625000 Penalty: 4536.582031
	Iteration 2F: 3 clusters Score -1477831 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1478046.625000 Penalty: 4536.582031
	Iteration 3Q: 3 clusters Score -1478047 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1478259.500000 Penalty: 4536.582031
	Iteration 4Q: 3 clusters Score -1478260 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1478501.250000 Penalty: 4536.582031
	Iteration 5Q: 3 clusters Score -1478501 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1478780.125000 Penalty: 4536.582031
	Iteration 6Q: 3 clusters Score -1478780 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1479153.000000 Penalty: 4536.582031
	Iteration 7Q: 3 clusters Score -1479153 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1479625.625000 Penalty: 4536.582031
	Iteration 8F: 3 clusters Score -1479626 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1480109.750000 Penalty: 4536.582031
	Iteration 9F: 3 clusters Score -1480110 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1480496.500000 Penalty: 4536.582031
	Iteration 10F: 3 clusters Score -1480496 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1480775.000000 Penalty: 4536.582031
	Iteration 11Q: 3 clusters Score -1480775 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1480955.500000 Penalty: 4536.582031
	Iteration 12Q: 3 clusters Score -1480956 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1481085.750000 Penalty: 4536.582031
	Iteration 13Q: 3 clusters Score -1481086 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1481176.375000 Penalty: 4536.582031
	Iteration 14Q: 3 clusters Score -1481176 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1481235.625000 Penalty: 4536.582031
	Iteration 15Q: 3 clusters Score -1481236 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1481280.125000 Penalty: 4536.582031
	Iteration 16Q: 3 clusters Score -1481280 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1481305.875000 Penalty: 4536.582031
	Iteration 17Q: 3 clusters Score -1481306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1481322.875000 Penalty: 4536.582031
	Iteration 18Q: 3 clusters Score -1481323 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1481333.500000 Penalty: 4536.582031
	Iteration 19Q: 3 clusters Score -1481334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1481341.500000 Penalty: 4536.582031
	Iteration 20F: 3 clusters Score -1481342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1481349.500000 Penalty: 4536.582031
	Iteration 21Q: 3 clusters Score -1481350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1481356.000000 Penalty: 4536.582031
	Iteration 22Q: 3 clusters Score -1481356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1481361.500000 Penalty: 4536.582031
	Iteration 23Q: 3 clusters Score -1481362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1481368.375000 Penalty: 4536.582031
	Iteration 24Q: 3 clusters Score -1481368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1481369.000000 Penalty: 4536.582031
	Iteration 25Q: 3 clusters Score -1481369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1481372.250000 Penalty: 4536.582031
	Iteration 26Q: 3 clusters Score -1481372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1481379.125000 Penalty: 4536.582031
	Iteration 27Q: 3 clusters Score -1481379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1481381.625000 Penalty: 4536.582031
	Iteration 28Q: 3 clusters Score -1481382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1481387.000000 Penalty: 4536.582031
	Iteration 29Q: 3 clusters Score -1481387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1481387.750000 Penalty: 4536.582031
	Iteration 30Q: 3 clusters Score -1481388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1481389.875000 Penalty: 4536.582031
	Iteration 31Q: 3 clusters Score -1481390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1481392.125000 Penalty: 4536.582031
	Iteration 32Q: 3 clusters Score -1481392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1481395.000000 Penalty: 4536.582031
	Iteration 33Q: 3 clusters Score -1481395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1481397.125000 Penalty: 4536.582031
	Iteration 34Q: 3 clusters Score -1481397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1481398.000000 Penalty: 4536.582031
	Iteration 35Q: 3 clusters Score -1481398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1481398.750000 Penalty: 4536.582031
	Iteration 36Q: 3 clusters Score -1481399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1481405.875000 Penalty: 4536.582031
	Iteration 37Q: 3 clusters Score -1481406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1481414.000000 Penalty: 4536.582031
	Iteration 38Q: 3 clusters Score -1481414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1481415.750000 Penalty: 4536.582031
	Iteration 39Q: 3 clusters Score -1481416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1481412.625000 Penalty: 4536.582031
	Iteration 40F: 3 clusters Score -1481413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1481418.000000 Penalty: 4536.582031
	Iteration 41Q: 3 clusters Score -1481418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1481418.250000 Penalty: 4536.582031
	Iteration 42Q: 3 clusters Score -1481418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1481423.875000 Penalty: 4536.582031
	Iteration 43Q: 3 clusters Score -1481424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1481422.125000 Penalty: 4536.582031
	Iteration 44Q: 3 clusters Score -1481422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1481424.000000 Penalty: 4536.582031
	Iteration 45Q: 3 clusters Score -1481424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1481424.250000 Penalty: 4536.582031
	Iteration 46Q: 3 clusters Score -1481424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1481424.375000 Penalty: 4536.582031
	Iteration 47Q: 3 clusters Score -1481424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1481425.875000 Penalty: 4536.582031
	Iteration 48Q: 3 clusters Score -1481426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1481425.875000 Penalty: 4536.582031
	Iteration 49F: 3 clusters Score -1481426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -312321.312500 Penalty: 1925.755859
	Iteration 0F: 2 clusters Score -312321.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -309568.125000 Penalty: 3851.511719
	Iteration 0F: 3 clusters Score -309568.1 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -310771.625000 Penalty: 3851.511719
	Iteration 1F: 3 clusters Score -310771.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -311340.437500 Penalty: 3851.511719
	Iteration 2F: 3 clusters Score -311340.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -311588.812500 Penalty: 3851.511719
	Iteration 3F: 3 clusters Score -311588.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -311751.437500 Penalty: 3851.511719
	Iteration 4Q: 3 clusters Score -311751.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -311876.593750 Penalty: 3851.511719
	Iteration 5Q: 3 clusters Score -311876.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -311937.468750 Penalty: 3851.511719
	Iteration 6Q: 3 clusters Score -311937.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -311995.937500 Penalty: 3851.511719
	Iteration 7Q: 3 clusters Score -311995.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -312091.812500 Penalty: 3851.511719
	Iteration 8Q: 3 clusters Score -312091.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -312174.781250 Penalty: 3851.511719
	Iteration 9Q: 3 clusters Score -312174.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -312234.312500 Penalty: 3851.511719
	Iteration 10Q: 3 clusters Score -312234.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -312262.812500 Penalty: 3851.511719
	Iteration 11Q: 3 clusters Score -312262.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -312281.093750 Penalty: 3851.511719
	Iteration 12Q: 3 clusters Score -312281.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -312298.750000 Penalty: 3851.511719
	Iteration 13Q: 3 clusters Score -312298.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -312312.531250 Penalty: 3851.511719
	Iteration 14Q: 3 clusters Score -312312.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -312322.281250 Penalty: 3851.511719
	Iteration 15Q: 3 clusters Score -312322.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -312330.406250 Penalty: 3851.511719
	Iteration 16Q: 3 clusters Score -312330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -312341.625000 Penalty: 3851.511719
	Iteration 17Q: 3 clusters Score -312341.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -312351.281250 Penalty: 3851.511719
	Iteration 18Q: 3 clusters Score -312351.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -312357.125000 Penalty: 3851.511719
	Iteration 19Q: 3 clusters Score -312357.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -312361.500000 Penalty: 3851.511719
	Iteration 20F: 3 clusters Score -312361.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -312363.906250 Penalty: 3851.511719
	Iteration 21Q: 3 clusters Score -312363.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -312363.906250 Penalty: 3851.511719
	Iteration 22F: 3 clusters Score -312363.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37618 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 1039 members 
Mstep: Class 13 contains 36858 members 
Mstep: Class 14 contains 26747 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64677 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122713 members 
Mstep: Class 24 contains 17656 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108090 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51881 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21426 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Mstep: Class 50 contains 1318 members 
Entering Unmasked Estep 
Score: -122566616.000000 Penalty: 168560.843750
Splitting cluster 12 changes total score from -122567952.000000 to -122566616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (36858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Entering Unmasked Estep 
Score: -5791690.500000 Penalty: 2607.677246
	Iteration 0F: 2 clusters Score -5791690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -5766554.500000 Penalty: 5215.354492
	Iteration 0F: 3 clusters Score -5766554 nChanged 16822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -5775852.000000 Penalty: 5215.354492
	Iteration 1F: 3 clusters Score -5775852 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -5776516.500000 Penalty: 5215.354492
	Iteration 2F: 3 clusters Score -5776516 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -5777158.500000 Penalty: 5215.354492
	Iteration 3Q: 3 clusters Score -5777158 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -5777748.000000 Penalty: 5215.354492
	Iteration 4Q: 3 clusters Score -5777748 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -5778454.500000 Penalty: 5215.354492
	Iteration 5Q: 3 clusters Score -5778454 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -5779307.000000 Penalty: 5215.354492
	Iteration 6Q: 3 clusters Score -5779307 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -5780248.000000 Penalty: 5215.354492
	Iteration 7F: 3 clusters Score -5780248 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -5781450.500000 Penalty: 5215.354492
	Iteration 8F: 3 clusters Score -5781450 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -5782795.000000 Penalty: 5215.354492
	Iteration 9F: 3 clusters Score -5782795 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -5784174.500000 Penalty: 5215.354492
	Iteration 10F: 3 clusters Score -5784174 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -5785664.000000 Penalty: 5215.354492
	Iteration 11F: 3 clusters Score -5785664 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -5787068.500000 Penalty: 5215.354492
	Iteration 12Q: 3 clusters Score -5787068 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5788239.500000 Penalty: 5215.354492
	Iteration 13Q: 3 clusters Score -5788240 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5789043.500000 Penalty: 5215.354492
	Iteration 14Q: 3 clusters Score -5789044 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5789539.500000 Penalty: 5215.354492
	Iteration 15Q: 3 clusters Score -5789540 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5789966.500000 Penalty: 5215.354492
	Iteration 16Q: 3 clusters Score -5789966 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5790335.500000 Penalty: 5215.354492
	Iteration 17Q: 3 clusters Score -5790336 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5790555.500000 Penalty: 5215.354492
	Iteration 18Q: 3 clusters Score -5790556 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5790712.000000 Penalty: 5215.354492
	Iteration 19Q: 3 clusters Score -5790712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5790886.500000 Penalty: 5215.354492
	Iteration 20F: 3 clusters Score -5790886 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5790963.000000 Penalty: 5215.354492
	Iteration 21Q: 3 clusters Score -5790963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5790999.500000 Penalty: 5215.354492
	Iteration 22Q: 3 clusters Score -5791000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5791020.500000 Penalty: 5215.354492
	Iteration 23Q: 3 clusters Score -5791020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5791049.500000 Penalty: 5215.354492
	Iteration 24Q: 3 clusters Score -5791050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5791048.500000 Penalty: 5215.354492
	Iteration 25Q: 3 clusters Score -5791048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5791064.500000 Penalty: 5215.354492
	Iteration 26Q: 3 clusters Score -5791064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5791067.000000 Penalty: 5215.354492
	Iteration 27Q: 3 clusters Score -5791067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5791077.500000 Penalty: 5215.354492
	Iteration 28Q: 3 clusters Score -5791078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5791081.500000 Penalty: 5215.354492
	Iteration 29Q: 3 clusters Score -5791082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5791086.500000 Penalty: 5215.354492
	Iteration 30Q: 3 clusters Score -5791086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5791090.500000 Penalty: 5215.354492
	Iteration 31Q: 3 clusters Score -5791090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5791094.000000 Penalty: 5215.354492
	Iteration 32Q: 3 clusters Score -5791094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5791094.500000 Penalty: 5215.354492
	Iteration 33Q: 3 clusters Score -5791094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5791096.500000 Penalty: 5215.354492
	Iteration 34Q: 3 clusters Score -5791096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5791096.500000 Penalty: 5215.354492
	Iteration 35F: 3 clusters Score -5791096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Entering Unmasked Estep 
Score: -4337571.500000 Penalty: 2528.156006
	Iteration 0F: 2 clusters Score -4337572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -4319087.500000 Penalty: 5056.312012
	Iteration 0F: 3 clusters Score -4319088 nChanged 12024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -4325658.500000 Penalty: 5056.312012
	Iteration 1F: 3 clusters Score -4325658 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -4326100.000000 Penalty: 5056.312012
	Iteration 2F: 3 clusters Score -4326100 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -4326528.500000 Penalty: 5056.312012
	Iteration 3Q: 3 clusters Score -4326528 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -4326996.500000 Penalty: 5056.312012
	Iteration 4Q: 3 clusters Score -4326996 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -4327511.500000 Penalty: 5056.312012
	Iteration 5Q: 3 clusters Score -4327512 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -4328287.500000 Penalty: 5056.312012
	Iteration 6Q: 3 clusters Score -4328288 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -4329286.500000 Penalty: 5056.312012
	Iteration 7Q: 3 clusters Score -4329286 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -4330413.500000 Penalty: 5056.312012
	Iteration 8F: 3 clusters Score -4330414 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -4331540.500000 Penalty: 5056.312012
	Iteration 9F: 3 clusters Score -4331540 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -4332458.500000 Penalty: 5056.312012
	Iteration 10F: 3 clusters Score -4332458 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -4333175.500000 Penalty: 5056.312012
	Iteration 11Q: 3 clusters Score -4333176 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -4333765.500000 Penalty: 5056.312012
	Iteration 12Q: 3 clusters Score -4333766 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -4334194.000000 Penalty: 5056.312012
	Iteration 13Q: 3 clusters Score -4334194 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -4334573.000000 Penalty: 5056.312012
	Iteration 14Q: 3 clusters Score -4334573 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -4334885.500000 Penalty: 5056.312012
	Iteration 15Q: 3 clusters Score -4334886 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -4335105.500000 Penalty: 5056.312012
	Iteration 16Q: 3 clusters Score -4335106 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -4335265.500000 Penalty: 5056.312012
	Iteration 17Q: 3 clusters Score -4335266 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -4335374.000000 Penalty: 5056.312012
	Iteration 18Q: 3 clusters Score -4335374 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -4335469.000000 Penalty: 5056.312012
	Iteration 19Q: 3 clusters Score -4335469 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -4335508.500000 Penalty: 5056.312012
	Iteration 20F: 3 clusters Score -4335508 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -4335565.500000 Penalty: 5056.312012
	Iteration 21Q: 3 clusters Score -4335566 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -4335595.000000 Penalty: 5056.312012
	Iteration 22Q: 3 clusters Score -4335595 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -4335630.500000 Penalty: 5056.312012
	Iteration 23Q: 3 clusters Score -4335630 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -4335652.000000 Penalty: 5056.312012
	Iteration 24Q: 3 clusters Score -4335652 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4335671.000000 Penalty: 5056.312012
	Iteration 25Q: 3 clusters Score -4335671 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -4335693.500000 Penalty: 5056.312012
	Iteration 26Q: 3 clusters Score -4335694 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -4335707.500000 Penalty: 5056.312012
	Iteration 27Q: 3 clusters Score -4335708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4335736.000000 Penalty: 5056.312012
	Iteration 28Q: 3 clusters Score -4335736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -4335738.000000 Penalty: 5056.312012
	Iteration 29Q: 3 clusters Score -4335738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -4335757.000000 Penalty: 5056.312012
	Iteration 30Q: 3 clusters Score -4335757 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -4335771.000000 Penalty: 5056.312012
	Iteration 31Q: 3 clusters Score -4335771 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -4335761.000000 Penalty: 5056.312012
	Iteration 32Q: 3 clusters Score -4335761 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -4335767.000000 Penalty: 5056.312012
	Iteration 33Q: 3 clusters Score -4335767 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -4335772.500000 Penalty: 5056.312012
	Iteration 34Q: 3 clusters Score -4335772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -4335772.000000 Penalty: 5056.312012
	Iteration 35Q: 3 clusters Score -4335772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -4335771.000000 Penalty: 5056.312012
	Iteration 36Q: 3 clusters Score -4335771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -4335778.000000 Penalty: 5056.312012
	Iteration 37Q: 3 clusters Score -4335778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -4335791.500000 Penalty: 5056.312012
	Iteration 38Q: 3 clusters Score -4335792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -4335798.500000 Penalty: 5056.312012
	Iteration 39Q: 3 clusters Score -4335798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -4335793.000000 Penalty: 5056.312012
	Iteration 40F: 3 clusters Score -4335793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -4335793.500000 Penalty: 5056.312012
	Iteration 41Q: 3 clusters Score -4335794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -4335797.500000 Penalty: 5056.312012
	Iteration 42Q: 3 clusters Score -4335798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -4335805.500000 Penalty: 5056.312012
	Iteration 43Q: 3 clusters Score -4335806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -4335807.500000 Penalty: 5056.312012
	Iteration 44Q: 3 clusters Score -4335808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -4335815.000000 Penalty: 5056.312012
	Iteration 45Q: 3 clusters Score -4335815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -4335815.500000 Penalty: 5056.312012
	Iteration 46Q: 3 clusters Score -4335816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -4335818.500000 Penalty: 5056.312012
	Iteration 47Q: 3 clusters Score -4335818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -4335825.500000 Penalty: 5056.312012
	Iteration 48Q: 3 clusters Score -4335826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -4335825.000000 Penalty: 5056.312012
	Iteration 49Q: 3 clusters Score -4335825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -4335833.000000 Penalty: 5056.312012
	Iteration 50Q: 3 clusters Score -4335833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -4335839.500000 Penalty: 5056.312012
	Iteration 51Q: 3 clusters Score -4335840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -4335840.500000 Penalty: 5056.312012
	Iteration 52Q: 3 clusters Score -4335840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -4335844.500000 Penalty: 5056.312012
	Iteration 53Q: 3 clusters Score -4335844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -4335848.000000 Penalty: 5056.312012
	Iteration 54Q: 3 clusters Score -4335848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -4335859.000000 Penalty: 5056.312012
	Iteration 55Q: 3 clusters Score -4335859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -4335867.500000 Penalty: 5056.312012
	Iteration 56Q: 3 clusters Score -4335868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -4335872.500000 Penalty: 5056.312012
	Iteration 57Q: 3 clusters Score -4335872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -4335881.000000 Penalty: 5056.312012
	Iteration 58Q: 3 clusters Score -4335881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -4335877.000000 Penalty: 5056.312012
	Iteration 59Q: 3 clusters Score -4335877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -4335880.500000 Penalty: 5056.312012
	Iteration 60F: 3 clusters Score -4335880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -4335877.000000 Penalty: 5056.312012
	Iteration 61Q: 3 clusters Score -4335877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -4335882.000000 Penalty: 5056.312012
	Iteration 62Q: 3 clusters Score -4335882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -4335885.500000 Penalty: 5056.312012
	Iteration 63Q: 3 clusters Score -4335886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -4335890.500000 Penalty: 5056.312012
	Iteration 64Q: 3 clusters Score -4335890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -4335887.500000 Penalty: 5056.312012
	Iteration 65Q: 3 clusters Score -4335888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -4335887.500000 Penalty: 5056.312012
	Iteration 66Q: 3 clusters Score -4335888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -4335888.500000 Penalty: 5056.312012
	Iteration 67Q: 3 clusters Score -4335888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4335887.000000 Penalty: 5056.312012
	Iteration 68Q: 3 clusters Score -4335887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -4335889.000000 Penalty: 5056.312012
	Iteration 69Q: 3 clusters Score -4335889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -4335892.000000 Penalty: 5056.312012
	Iteration 70Q: 3 clusters Score -4335892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -4335888.500000 Penalty: 5056.312012
	Iteration 71Q: 3 clusters Score -4335888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -4335891.500000 Penalty: 5056.312012
	Iteration 72Q: 3 clusters Score -4335892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -4335890.500000 Penalty: 5056.312012
	Iteration 73Q: 3 clusters Score -4335890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -4335890.500000 Penalty: 5056.312012
	Iteration 74Q: 3 clusters Score -4335890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -4335891.500000 Penalty: 5056.312012
	Iteration 75Q: 3 clusters Score -4335892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -4335888.000000 Penalty: 5056.312012
	Iteration 76Q: 3 clusters Score -4335888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -4335890.000000 Penalty: 5056.312012
	Iteration 77Q: 3 clusters Score -4335890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -4335888.000000 Penalty: 5056.312012
	Iteration 78Q: 3 clusters Score -4335888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -4335886.500000 Penalty: 5056.312012
	Iteration 79Q: 3 clusters Score -4335886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -4335888.500000 Penalty: 5056.312012
	Iteration 80F: 3 clusters Score -4335888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Entering Unmasked Estep 
Score: -2273138.250000 Penalty: 2373.629639
	Iteration 0F: 2 clusters Score -2273138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2262618.750000 Penalty: 4747.259277
	Iteration 0F: 3 clusters Score -2262619 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2265908.000000 Penalty: 4747.259277
	Iteration 1F: 3 clusters Score -2265908 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2266282.500000 Penalty: 4747.259277
	Iteration 2F: 3 clusters Score -2266282 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2266579.500000 Penalty: 4747.259277
	Iteration 3Q: 3 clusters Score -2266580 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2266837.250000 Penalty: 4747.259277
	Iteration 4Q: 3 clusters Score -2266837 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2267093.750000 Penalty: 4747.259277
	Iteration 5Q: 3 clusters Score -2267094 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2267364.500000 Penalty: 4747.259277
	Iteration 6Q: 3 clusters Score -2267364 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2267657.250000 Penalty: 4747.259277
	Iteration 7Q: 3 clusters Score -2267657 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2267977.500000 Penalty: 4747.259277
	Iteration 8Q: 3 clusters Score -2267978 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2268312.500000 Penalty: 4747.259277
	Iteration 9Q: 3 clusters Score -2268312 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2268640.500000 Penalty: 4747.259277
	Iteration 10Q: 3 clusters Score -2268640 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2268885.750000 Penalty: 4747.259277
	Iteration 11Q: 3 clusters Score -2268886 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2269118.500000 Penalty: 4747.259277
	Iteration 12Q: 3 clusters Score -2269118 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2269271.750000 Penalty: 4747.259277
	Iteration 13Q: 3 clusters Score -2269272 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2269391.250000 Penalty: 4747.259277
	Iteration 14Q: 3 clusters Score -2269391 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2269485.500000 Penalty: 4747.259277
	Iteration 15Q: 3 clusters Score -2269486 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2269543.250000 Penalty: 4747.259277
	Iteration 16Q: 3 clusters Score -2269543 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2269595.750000 Penalty: 4747.259277
	Iteration 17Q: 3 clusters Score -2269596 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2269644.250000 Penalty: 4747.259277
	Iteration 18Q: 3 clusters Score -2269644 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2269688.250000 Penalty: 4747.259277
	Iteration 19Q: 3 clusters Score -2269688 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2269753.250000 Penalty: 4747.259277
	Iteration 20F: 3 clusters Score -2269753 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2269798.000000 Penalty: 4747.259277
	Iteration 21Q: 3 clusters Score -2269798 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2269836.250000 Penalty: 4747.259277
	Iteration 22Q: 3 clusters Score -2269836 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2269892.500000 Penalty: 4747.259277
	Iteration 23Q: 3 clusters Score -2269892 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2269956.500000 Penalty: 4747.259277
	Iteration 24Q: 3 clusters Score -2269956 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2270040.250000 Penalty: 4747.259277
	Iteration 25Q: 3 clusters Score -2270040 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2270128.000000 Penalty: 4747.259277
	Iteration 26Q: 3 clusters Score -2270128 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2270229.500000 Penalty: 4747.259277
	Iteration 27Q: 3 clusters Score -2270230 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2270357.000000 Penalty: 4747.259277
	Iteration 28Q: 3 clusters Score -2270357 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2270483.750000 Penalty: 4747.259277
	Iteration 29Q: 3 clusters Score -2270484 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2270593.000000 Penalty: 4747.259277
	Iteration 30Q: 3 clusters Score -2270593 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2270701.000000 Penalty: 4747.259277
	Iteration 31Q: 3 clusters Score -2270701 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2270783.000000 Penalty: 4747.259277
	Iteration 32Q: 3 clusters Score -2270783 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2270855.250000 Penalty: 4747.259277
	Iteration 33Q: 3 clusters Score -2270855 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2270906.750000 Penalty: 4747.259277
	Iteration 34Q: 3 clusters Score -2270907 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2270946.000000 Penalty: 4747.259277
	Iteration 35Q: 3 clusters Score -2270946 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2270987.000000 Penalty: 4747.259277
	Iteration 36Q: 3 clusters Score -2270987 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2271015.500000 Penalty: 4747.259277
	Iteration 37Q: 3 clusters Score -2271016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2271043.750000 Penalty: 4747.259277
	Iteration 38Q: 3 clusters Score -2271044 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2271067.750000 Penalty: 4747.259277
	Iteration 39Q: 3 clusters Score -2271068 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2271087.250000 Penalty: 4747.259277
	Iteration 40F: 3 clusters Score -2271087 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2271102.500000 Penalty: 4747.259277
	Iteration 41Q: 3 clusters Score -2271102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2271116.250000 Penalty: 4747.259277
	Iteration 42Q: 3 clusters Score -2271116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2271131.000000 Penalty: 4747.259277
	Iteration 43Q: 3 clusters Score -2271131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2271136.000000 Penalty: 4747.259277
	Iteration 44Q: 3 clusters Score -2271136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2271143.500000 Penalty: 4747.259277
	Iteration 45Q: 3 clusters Score -2271144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2271144.500000 Penalty: 4747.259277
	Iteration 46Q: 3 clusters Score -2271144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2271148.750000 Penalty: 4747.259277
	Iteration 47Q: 3 clusters Score -2271149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2271150.750000 Penalty: 4747.259277
	Iteration 48Q: 3 clusters Score -2271151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2271151.250000 Penalty: 4747.259277
	Iteration 49Q: 3 clusters Score -2271151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2271152.500000 Penalty: 4747.259277
	Iteration 50Q: 3 clusters Score -2271152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2271154.250000 Penalty: 4747.259277
	Iteration 51Q: 3 clusters Score -2271154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2271160.000000 Penalty: 4747.259277
	Iteration 52Q: 3 clusters Score -2271160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2271156.000000 Penalty: 4747.259277
	Iteration 53Q: 3 clusters Score -2271156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2271167.000000 Penalty: 4747.259277
	Iteration 54Q: 3 clusters Score -2271167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2271172.500000 Penalty: 4747.259277
	Iteration 55Q: 3 clusters Score -2271172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2271173.250000 Penalty: 4747.259277
	Iteration 56Q: 3 clusters Score -2271173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2271176.500000 Penalty: 4747.259277
	Iteration 57Q: 3 clusters Score -2271176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2271176.750000 Penalty: 4747.259277
	Iteration 58Q: 3 clusters Score -2271177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2271175.500000 Penalty: 4747.259277
	Iteration 59Q: 3 clusters Score -2271176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2271178.000000 Penalty: 4747.259277
	Iteration 60F: 3 clusters Score -2271178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2271179.750000 Penalty: 4747.259277
	Iteration 61Q: 3 clusters Score -2271180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2271180.750000 Penalty: 4747.259277
	Iteration 62Q: 3 clusters Score -2271181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2271185.750000 Penalty: 4747.259277
	Iteration 63Q: 3 clusters Score -2271186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2271188.500000 Penalty: 4747.259277
	Iteration 64Q: 3 clusters Score -2271188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2271188.750000 Penalty: 4747.259277
	Iteration 65Q: 3 clusters Score -2271189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2271187.000000 Penalty: 4747.259277
	Iteration 66Q: 3 clusters Score -2271187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2271189.500000 Penalty: 4747.259277
	Iteration 67Q: 3 clusters Score -2271190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2271187.750000 Penalty: 4747.259277
	Iteration 68Q: 3 clusters Score -2271188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2271186.750000 Penalty: 4747.259277
	Iteration 69Q: 3 clusters Score -2271187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2271192.000000 Penalty: 4747.259277
	Iteration 70Q: 3 clusters Score -2271192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2271194.000000 Penalty: 4747.259277
	Iteration 71Q: 3 clusters Score -2271194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2271193.250000 Penalty: 4747.259277
	Iteration 72Q: 3 clusters Score -2271193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2271193.250000 Penalty: 4747.259277
	Iteration 73F: 3 clusters Score -2271193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Entering Unmasked Estep 
Score: -10284226.000000 Penalty: 2747.135986
	Iteration 0F: 2 clusters Score -1.028423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -10241051.000000 Penalty: 5494.271973
	Iteration 0F: 3 clusters Score -1.024105e+07 nChanged 29975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -10257868.000000 Penalty: 5494.271973
	Iteration 1F: 3 clusters Score -1.025787e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -10258575.000000 Penalty: 5494.271973
	Iteration 2Q: 3 clusters Score -1.025858e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -10259651.000000 Penalty: 5494.271973
	Iteration 3Q: 3 clusters Score -1.025965e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -10261233.000000 Penalty: 5494.271973
	Iteration 4F: 3 clusters Score -1.026123e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -10263770.000000 Penalty: 5494.271973
	Iteration 5F: 3 clusters Score -1.026377e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -10267556.000000 Penalty: 5494.271973
	Iteration 6F: 3 clusters Score -1.026756e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -10272575.000000 Penalty: 5494.271973
	Iteration 7F: 3 clusters Score -1.027258e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -10277291.000000 Penalty: 5494.271973
	Iteration 8F: 3 clusters Score -1.027729e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -10280098.000000 Penalty: 5494.271973
	Iteration 9Q: 3 clusters Score -1.02801e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -10281167.000000 Penalty: 5494.271973
	Iteration 10Q: 3 clusters Score -1.028117e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -10281539.000000 Penalty: 5494.271973
	Iteration 11Q: 3 clusters Score -1.028154e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -10281653.000000 Penalty: 5494.271973
	Iteration 12Q: 3 clusters Score -1.028165e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 64449 members 
Entering Unmasked Estep 
Score: -10281674.000000 Penalty: 5494.271973
	Iteration 13Q: 3 clusters Score -1.028167e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 64465 members 
Entering Unmasked Estep 
Score: -10281701.000000 Penalty: 5494.271973
	Iteration 14Q: 3 clusters Score -1.02817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -10281712.000000 Penalty: 5494.271973
	Iteration 15Q: 3 clusters Score -1.028171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -10281736.000000 Penalty: 5494.271973
	Iteration 16Q: 3 clusters Score -1.028174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 64479 members 
Entering Unmasked Estep 
Score: -10281752.000000 Penalty: 5494.271973
	Iteration 17Q: 3 clusters Score -1.028175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -10281760.000000 Penalty: 5494.271973
	Iteration 18Q: 3 clusters Score -1.028176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -10281756.000000 Penalty: 5494.271973
	Iteration 19Q: 3 clusters Score -1.028176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 64483 members 
Entering Unmasked Estep 
Score: -10281760.000000 Penalty: 5494.271973
	Iteration 20F: 3 clusters Score -1.028176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Entering Unmasked Estep 
Score: -513372.562500 Penalty: 2014.421753
	Iteration 0F: 2 clusters Score -513372.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -509849.250000 Penalty: 4028.843506
	Iteration 0F: 3 clusters Score -509849.2 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -510664.750000 Penalty: 4028.843506
	Iteration 1F: 3 clusters Score -510664.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -510898.406250 Penalty: 4028.843506
	Iteration 2F: 3 clusters Score -510898.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -511067.218750 Penalty: 4028.843506
	Iteration 3F: 3 clusters Score -511067.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -511198.468750 Penalty: 4028.843506
	Iteration 4Q: 3 clusters Score -511198.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -511330.593750 Penalty: 4028.843506
	Iteration 5Q: 3 clusters Score -511330.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -511469.343750 Penalty: 4028.843506
	Iteration 6Q: 3 clusters Score -511469.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -511587.781250 Penalty: 4028.843506
	Iteration 7Q: 3 clusters Score -511587.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -511693.187500 Penalty: 4028.843506
	Iteration 8Q: 3 clusters Score -511693.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -511779.437500 Penalty: 4028.843506
	Iteration 9Q: 3 clusters Score -511779.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -511851.687500 Penalty: 4028.843506
	Iteration 10Q: 3 clusters Score -511851.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -511920.718750 Penalty: 4028.843506
	Iteration 11Q: 3 clusters Score -511920.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -512008.656250 Penalty: 4028.843506
	Iteration 12Q: 3 clusters Score -512008.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -512144.156250 Penalty: 4028.843506
	Iteration 13Q: 3 clusters Score -512144.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -512295.500000 Penalty: 4028.843506
	Iteration 14Q: 3 clusters Score -512295.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -512390.906250 Penalty: 4028.843506
	Iteration 15Q: 3 clusters Score -512390.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -512443.000000 Penalty: 4028.843506
	Iteration 16Q: 3 clusters Score -512443 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -512476.250000 Penalty: 4028.843506
	Iteration 17Q: 3 clusters Score -512476.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -512496.875000 Penalty: 4028.843506
	Iteration 18Q: 3 clusters Score -512496.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -512510.625000 Penalty: 4028.843506
	Iteration 19Q: 3 clusters Score -512510.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -512519.312500 Penalty: 4028.843506
	Iteration 20F: 3 clusters Score -512519.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -512523.593750 Penalty: 4028.843506
	Iteration 21Q: 3 clusters Score -512523.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -512528.031250 Penalty: 4028.843506
	Iteration 22Q: 3 clusters Score -512528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -512531.406250 Penalty: 4028.843506
	Iteration 23Q: 3 clusters Score -512531.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -512535.812500 Penalty: 4028.843506
	Iteration 24Q: 3 clusters Score -512535.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -512539.562500 Penalty: 4028.843506
	Iteration 25Q: 3 clusters Score -512539.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -512544.812500 Penalty: 4028.843506
	Iteration 26Q: 3 clusters Score -512544.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -512545.843750 Penalty: 4028.843506
	Iteration 27Q: 3 clusters Score -512545.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -512547.093750 Penalty: 4028.843506
	Iteration 28Q: 3 clusters Score -512547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -512548.593750 Penalty: 4028.843506
	Iteration 29Q: 3 clusters Score -512548.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -512554.843750 Penalty: 4028.843506
	Iteration 30Q: 3 clusters Score -512554.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -512566.281250 Penalty: 4028.843506
	Iteration 31Q: 3 clusters Score -512566.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -512585.593750 Penalty: 4028.843506
	Iteration 32Q: 3 clusters Score -512585.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -512598.937500 Penalty: 4028.843506
	Iteration 33Q: 3 clusters Score -512598.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -512605.656250 Penalty: 4028.843506
	Iteration 34Q: 3 clusters Score -512605.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -512608.343750 Penalty: 4028.843506
	Iteration 35Q: 3 clusters Score -512608.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -512610.718750 Penalty: 4028.843506
	Iteration 36Q: 3 clusters Score -512610.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -512613.968750 Penalty: 4028.843506
	Iteration 37Q: 3 clusters Score -512614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -512619.343750 Penalty: 4028.843506
	Iteration 38Q: 3 clusters Score -512619.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -512622.875000 Penalty: 4028.843506
	Iteration 39Q: 3 clusters Score -512622.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -512626.312500 Penalty: 4028.843506
	Iteration 40F: 3 clusters Score -512626.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -512632.000000 Penalty: 4028.843506
	Iteration 41Q: 3 clusters Score -512632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -512636.906250 Penalty: 4028.843506
	Iteration 42Q: 3 clusters Score -512636.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -512641.187500 Penalty: 4028.843506
	Iteration 43Q: 3 clusters Score -512641.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -512643.718750 Penalty: 4028.843506
	Iteration 44Q: 3 clusters Score -512643.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -512646.968750 Penalty: 4028.843506
	Iteration 45Q: 3 clusters Score -512647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -512648.625000 Penalty: 4028.843506
	Iteration 46Q: 3 clusters Score -512648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -512649.750000 Penalty: 4028.843506
	Iteration 47Q: 3 clusters Score -512649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -512652.000000 Penalty: 4028.843506
	Iteration 48Q: 3 clusters Score -512652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -512654.406250 Penalty: 4028.843506
	Iteration 49Q: 3 clusters Score -512654.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -512659.312500 Penalty: 4028.843506
	Iteration 50Q: 3 clusters Score -512659.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -512660.968750 Penalty: 4028.843506
	Iteration 51Q: 3 clusters Score -512661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -512662.593750 Penalty: 4028.843506
	Iteration 52Q: 3 clusters Score -512662.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -512663.656250 Penalty: 4028.843506
	Iteration 53Q: 3 clusters Score -512663.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -512663.875000 Penalty: 4028.843506
	Iteration 54Q: 3 clusters Score -512663.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -512663.875000 Penalty: 4028.843506
	Iteration 55F: 3 clusters Score -512663.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Entering Unmasked Estep 
Score: -601404.000000 Penalty: 2060.249756
	Iteration 0F: 2 clusters Score -601404 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 1975 members 
Entering Unmasked Estep 
Score: -597493.187500 Penalty: 4120.499512
	Iteration 0F: 3 clusters Score -597493.2 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -598507.375000 Penalty: 4120.499512
	Iteration 1F: 3 clusters Score -598507.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -598820.937500 Penalty: 4120.499512
	Iteration 2F: 3 clusters Score -598820.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -599093.562500 Penalty: 4120.499512
	Iteration 3F: 3 clusters Score -599093.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -599331.312500 Penalty: 4120.499512
	Iteration 4F: 3 clusters Score -599331.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -599560.812500 Penalty: 4120.499512
	Iteration 5F: 3 clusters Score -599560.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -599737.687500 Penalty: 4120.499512
	Iteration 6Q: 3 clusters Score -599737.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -599884.687500 Penalty: 4120.499512
	Iteration 7Q: 3 clusters Score -599884.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -600009.187500 Penalty: 4120.499512
	Iteration 8Q: 3 clusters Score -600009.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -600132.625000 Penalty: 4120.499512
	Iteration 9Q: 3 clusters Score -600132.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -600275.937500 Penalty: 4120.499512
	Iteration 10Q: 3 clusters Score -600275.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -600410.812500 Penalty: 4120.499512
	Iteration 11Q: 3 clusters Score -600410.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -600519.750000 Penalty: 4120.499512
	Iteration 12Q: 3 clusters Score -600519.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -600599.875000 Penalty: 4120.499512
	Iteration 13Q: 3 clusters Score -600599.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -600655.500000 Penalty: 4120.499512
	Iteration 14Q: 3 clusters Score -600655.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -600686.062500 Penalty: 4120.499512
	Iteration 15Q: 3 clusters Score -600686.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -600705.875000 Penalty: 4120.499512
	Iteration 16Q: 3 clusters Score -600705.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -600727.500000 Penalty: 4120.499512
	Iteration 17Q: 3 clusters Score -600727.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -600751.687500 Penalty: 4120.499512
	Iteration 18Q: 3 clusters Score -600751.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -600772.312500 Penalty: 4120.499512
	Iteration 19Q: 3 clusters Score -600772.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -600794.187500 Penalty: 4120.499512
	Iteration 20F: 3 clusters Score -600794.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -600820.937500 Penalty: 4120.499512
	Iteration 21Q: 3 clusters Score -600820.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -600841.312500 Penalty: 4120.499512
	Iteration 22Q: 3 clusters Score -600841.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -600854.062500 Penalty: 4120.499512
	Iteration 23Q: 3 clusters Score -600854.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -600869.125000 Penalty: 4120.499512
	Iteration 24Q: 3 clusters Score -600869.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -600878.562500 Penalty: 4120.499512
	Iteration 25Q: 3 clusters Score -600878.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -600887.250000 Penalty: 4120.499512
	Iteration 26Q: 3 clusters Score -600887.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -600898.500000 Penalty: 4120.499512
	Iteration 27Q: 3 clusters Score -600898.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -600911.062500 Penalty: 4120.499512
	Iteration 28Q: 3 clusters Score -600911.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -600916.812500 Penalty: 4120.499512
	Iteration 29Q: 3 clusters Score -600916.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -600921.312500 Penalty: 4120.499512
	Iteration 30Q: 3 clusters Score -600921.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -600924.062500 Penalty: 4120.499512
	Iteration 31Q: 3 clusters Score -600924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -600925.312500 Penalty: 4120.499512
	Iteration 32Q: 3 clusters Score -600925.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -600928.562500 Penalty: 4120.499512
	Iteration 33Q: 3 clusters Score -600928.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -600931.250000 Penalty: 4120.499512
	Iteration 34Q: 3 clusters Score -600931.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -600931.062500 Penalty: 4120.499512
	Iteration 35Q: 3 clusters Score -600931.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -600931.187500 Penalty: 4120.499512
	Iteration 36Q: 3 clusters Score -600931.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -600931.875000 Penalty: 4120.499512
	Iteration 37Q: 3 clusters Score -600931.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -600933.312500 Penalty: 4120.499512
	Iteration 38Q: 3 clusters Score -600933.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -600937.000000 Penalty: 4120.499512
	Iteration 39Q: 3 clusters Score -600937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -600938.625000 Penalty: 4120.499512
	Iteration 40F: 3 clusters Score -600938.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -736191.750000 Penalty: 2104.710205
	Iteration 0F: 2 clusters Score -736191.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -731797.250000 Penalty: 4209.420410
	Iteration 0F: 3 clusters Score -731797.2 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -733051.562500 Penalty: 4209.420410
	Iteration 1F: 3 clusters Score -733051.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -733372.937500 Penalty: 4209.420410
	Iteration 2F: 3 clusters Score -733372.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -733602.125000 Penalty: 4209.420410
	Iteration 3F: 3 clusters Score -733602.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -733771.437500 Penalty: 4209.420410
	Iteration 4Q: 3 clusters Score -733771.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -733898.625000 Penalty: 4209.420410
	Iteration 5Q: 3 clusters Score -733898.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -733996.500000 Penalty: 4209.420410
	Iteration 6Q: 3 clusters Score -733996.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -734054.625000 Penalty: 4209.420410
	Iteration 7Q: 3 clusters Score -734054.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -734109.937500 Penalty: 4209.420410
	Iteration 8Q: 3 clusters Score -734109.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -734156.750000 Penalty: 4209.420410
	Iteration 9Q: 3 clusters Score -734156.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -734204.687500 Penalty: 4209.420410
	Iteration 10Q: 3 clusters Score -734204.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -734243.000000 Penalty: 4209.420410
	Iteration 11Q: 3 clusters Score -734243 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -734282.875000 Penalty: 4209.420410
	Iteration 12Q: 3 clusters Score -734282.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -734325.062500 Penalty: 4209.420410
	Iteration 13Q: 3 clusters Score -734325.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -734371.437500 Penalty: 4209.420410
	Iteration 14Q: 3 clusters Score -734371.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -734413.250000 Penalty: 4209.420410
	Iteration 15Q: 3 clusters Score -734413.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -734453.562500 Penalty: 4209.420410
	Iteration 16Q: 3 clusters Score -734453.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -734495.375000 Penalty: 4209.420410
	Iteration 17Q: 3 clusters Score -734495.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -734526.187500 Penalty: 4209.420410
	Iteration 18Q: 3 clusters Score -734526.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -734558.750000 Penalty: 4209.420410
	Iteration 19Q: 3 clusters Score -734558.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -734604.812500 Penalty: 4209.420410
	Iteration 20F: 3 clusters Score -734604.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -734651.500000 Penalty: 4209.420410
	Iteration 21Q: 3 clusters Score -734651.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -734688.500000 Penalty: 4209.420410
	Iteration 22Q: 3 clusters Score -734688.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -734721.062500 Penalty: 4209.420410
	Iteration 23Q: 3 clusters Score -734721.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -734746.187500 Penalty: 4209.420410
	Iteration 24Q: 3 clusters Score -734746.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -734770.062500 Penalty: 4209.420410
	Iteration 25Q: 3 clusters Score -734770.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -734789.437500 Penalty: 4209.420410
	Iteration 26Q: 3 clusters Score -734789.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -734807.375000 Penalty: 4209.420410
	Iteration 27Q: 3 clusters Score -734807.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -734828.625000 Penalty: 4209.420410
	Iteration 28Q: 3 clusters Score -734828.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -734848.812500 Penalty: 4209.420410
	Iteration 29Q: 3 clusters Score -734848.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -734861.500000 Penalty: 4209.420410
	Iteration 30Q: 3 clusters Score -734861.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -734869.125000 Penalty: 4209.420410
	Iteration 31Q: 3 clusters Score -734869.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -734881.375000 Penalty: 4209.420410
	Iteration 32Q: 3 clusters Score -734881.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -734890.875000 Penalty: 4209.420410
	Iteration 33Q: 3 clusters Score -734890.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -734897.250000 Penalty: 4209.420410
	Iteration 34Q: 3 clusters Score -734897.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -734905.875000 Penalty: 4209.420410
	Iteration 35Q: 3 clusters Score -734905.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -734910.250000 Penalty: 4209.420410
	Iteration 36Q: 3 clusters Score -734910.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -734913.250000 Penalty: 4209.420410
	Iteration 37Q: 3 clusters Score -734913.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -734916.625000 Penalty: 4209.420410
	Iteration 38Q: 3 clusters Score -734916.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -734918.500000 Penalty: 4209.420410
	Iteration 39Q: 3 clusters Score -734918.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -734920.750000 Penalty: 4209.420410
	Iteration 40F: 3 clusters Score -734920.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -734923.000000 Penalty: 4209.420410
	Iteration 41Q: 3 clusters Score -734923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -734923.750000 Penalty: 4209.420410
	Iteration 42Q: 3 clusters Score -734923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -734926.437500 Penalty: 4209.420410
	Iteration 43Q: 3 clusters Score -734926.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -734928.625000 Penalty: 4209.420410
	Iteration 44Q: 3 clusters Score -734928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -734931.125000 Penalty: 4209.420410
	Iteration 45Q: 3 clusters Score -734931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -734931.437500 Penalty: 4209.420410
	Iteration 46Q: 3 clusters Score -734931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -734933.937500 Penalty: 4209.420410
	Iteration 47Q: 3 clusters Score -734933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -734934.562500 Penalty: 4209.420410
	Iteration 48Q: 3 clusters Score -734934.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -734934.562500 Penalty: 4209.420410
	Iteration 49F: 3 clusters Score -734934.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Entering Unmasked Estep 
Score: -2016910.750000 Penalty: 2345.869629
	Iteration 0F: 2 clusters Score -2016911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2007440.000000 Penalty: 4691.739258
	Iteration 0F: 3 clusters Score -2007440 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2010514.125000 Penalty: 4691.739258
	Iteration 1F: 3 clusters Score -2010514 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2011081.000000 Penalty: 4691.739258
	Iteration 2F: 3 clusters Score -2011081 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2011595.125000 Penalty: 4691.739258
	Iteration 3F: 3 clusters Score -2011595 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2012137.875000 Penalty: 4691.739258
	Iteration 4F: 3 clusters Score -2012138 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2012734.750000 Penalty: 4691.739258
	Iteration 5F: 3 clusters Score -2012735 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2013293.625000 Penalty: 4691.739258
	Iteration 6F: 3 clusters Score -2013294 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2013834.875000 Penalty: 4691.739258
	Iteration 7F: 3 clusters Score -2013835 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2014343.500000 Penalty: 4691.739258
	Iteration 8F: 3 clusters Score -2014344 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2014740.750000 Penalty: 4691.739258
	Iteration 9Q: 3 clusters Score -2014741 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2015010.875000 Penalty: 4691.739258
	Iteration 10Q: 3 clusters Score -2015011 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2015212.625000 Penalty: 4691.739258
	Iteration 11Q: 3 clusters Score -2015213 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2015372.000000 Penalty: 4691.739258
	Iteration 12Q: 3 clusters Score -2015372 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2015460.000000 Penalty: 4691.739258
	Iteration 13Q: 3 clusters Score -2015460 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2015529.625000 Penalty: 4691.739258
	Iteration 14Q: 3 clusters Score -2015530 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2015576.625000 Penalty: 4691.739258
	Iteration 15Q: 3 clusters Score -2015577 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2015611.750000 Penalty: 4691.739258
	Iteration 16Q: 3 clusters Score -2015612 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2015643.750000 Penalty: 4691.739258
	Iteration 17Q: 3 clusters Score -2015644 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2015669.750000 Penalty: 4691.739258
	Iteration 18Q: 3 clusters Score -2015670 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2015688.125000 Penalty: 4691.739258
	Iteration 19Q: 3 clusters Score -2015688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2015706.875000 Penalty: 4691.739258
	Iteration 20F: 3 clusters Score -2015707 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2015725.875000 Penalty: 4691.739258
	Iteration 21Q: 3 clusters Score -2015726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2015736.125000 Penalty: 4691.739258
	Iteration 22Q: 3 clusters Score -2015736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2015744.500000 Penalty: 4691.739258
	Iteration 23Q: 3 clusters Score -2015744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2015760.375000 Penalty: 4691.739258
	Iteration 24Q: 3 clusters Score -2015760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2015765.625000 Penalty: 4691.739258
	Iteration 25Q: 3 clusters Score -2015766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2015774.250000 Penalty: 4691.739258
	Iteration 26Q: 3 clusters Score -2015774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2015777.500000 Penalty: 4691.739258
	Iteration 27Q: 3 clusters Score -2015778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2015791.125000 Penalty: 4691.739258
	Iteration 28Q: 3 clusters Score -2015791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2015797.250000 Penalty: 4691.739258
	Iteration 29Q: 3 clusters Score -2015797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2015801.250000 Penalty: 4691.739258
	Iteration 30Q: 3 clusters Score -2015801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2015804.125000 Penalty: 4691.739258
	Iteration 31Q: 3 clusters Score -2015804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2015810.375000 Penalty: 4691.739258
	Iteration 32Q: 3 clusters Score -2015810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2015818.375000 Penalty: 4691.739258
	Iteration 33Q: 3 clusters Score -2015818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2015822.000000 Penalty: 4691.739258
	Iteration 34Q: 3 clusters Score -2015822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2015828.125000 Penalty: 4691.739258
	Iteration 35Q: 3 clusters Score -2015828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2015838.875000 Penalty: 4691.739258
	Iteration 36Q: 3 clusters Score -2015839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2015845.875000 Penalty: 4691.739258
	Iteration 37Q: 3 clusters Score -2015846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2015853.125000 Penalty: 4691.739258
	Iteration 38Q: 3 clusters Score -2015853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2015857.625000 Penalty: 4691.739258
	Iteration 39Q: 3 clusters Score -2015858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2015856.625000 Penalty: 4691.739258
	Iteration 40F: 3 clusters Score -2015857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2015862.750000 Penalty: 4691.739258
	Iteration 41Q: 3 clusters Score -2015863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2015862.375000 Penalty: 4691.739258
	Iteration 42Q: 3 clusters Score -2015862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2015862.375000 Penalty: 4691.739258
	Iteration 43Q: 3 clusters Score -2015862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2015863.250000 Penalty: 4691.739258
	Iteration 44Q: 3 clusters Score -2015863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2015862.375000 Penalty: 4691.739258
	Iteration 45Q: 3 clusters Score -2015862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2015863.875000 Penalty: 4691.739258
	Iteration 46Q: 3 clusters Score -2015864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2015866.125000 Penalty: 4691.739258
	Iteration 47Q: 3 clusters Score -2015866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2015867.875000 Penalty: 4691.739258
	Iteration 48Q: 3 clusters Score -2015868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2015864.625000 Penalty: 4691.739258
	Iteration 49Q: 3 clusters Score -2015865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2015864.250000 Penalty: 4691.739258
	Iteration 50Q: 3 clusters Score -2015864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2015865.375000 Penalty: 4691.739258
	Iteration 51Q: 3 clusters Score -2015865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2015865.750000 Penalty: 4691.739258
	Iteration 52Q: 3 clusters Score -2015866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2015869.250000 Penalty: 4691.739258
	Iteration 53Q: 3 clusters Score -2015869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2015870.500000 Penalty: 4691.739258
	Iteration 54Q: 3 clusters Score -2015870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2015872.375000 Penalty: 4691.739258
	Iteration 55Q: 3 clusters Score -2015872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2015871.875000 Penalty: 4691.739258
	Iteration 56Q: 3 clusters Score -2015872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2015870.250000 Penalty: 4691.739258
	Iteration 57Q: 3 clusters Score -2015870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2015870.250000 Penalty: 4691.739258
	Iteration 58F: 3 clusters Score -2015870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Entering Unmasked Estep 
Score: -4219206.000000 Penalty: 2529.976074
	Iteration 0F: 2 clusters Score -4219206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -4200473.500000 Penalty: 5059.952148
	Iteration 0F: 3 clusters Score -4200474 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -4207290.500000 Penalty: 5059.952148
	Iteration 1F: 3 clusters Score -4207290 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -4207921.500000 Penalty: 5059.952148
	Iteration 2F: 3 clusters Score -4207922 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -4208704.000000 Penalty: 5059.952148
	Iteration 3F: 3 clusters Score -4208704 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -4209554.500000 Penalty: 5059.952148
	Iteration 4F: 3 clusters Score -4209554 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -4210516.000000 Penalty: 5059.952148
	Iteration 5F: 3 clusters Score -4210516 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -4211476.000000 Penalty: 5059.952148
	Iteration 6F: 3 clusters Score -4211476 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -4212423.500000 Penalty: 5059.952148
	Iteration 7F: 3 clusters Score -4212424 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -4213362.500000 Penalty: 5059.952148
	Iteration 8F: 3 clusters Score -4213362 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -4214263.000000 Penalty: 5059.952148
	Iteration 9Q: 3 clusters Score -4214263 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -4215175.500000 Penalty: 5059.952148
	Iteration 10Q: 3 clusters Score -4215176 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4215817.000000 Penalty: 5059.952148
	Iteration 11Q: 3 clusters Score -4215817 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -4216177.500000 Penalty: 5059.952148
	Iteration 12Q: 3 clusters Score -4216178 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -4216407.500000 Penalty: 5059.952148
	Iteration 13Q: 3 clusters Score -4216408 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -4216544.000000 Penalty: 5059.952148
	Iteration 14Q: 3 clusters Score -4216544 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -4216657.500000 Penalty: 5059.952148
	Iteration 15Q: 3 clusters Score -4216658 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -4216772.000000 Penalty: 5059.952148
	Iteration 16Q: 3 clusters Score -4216772 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -4216889.000000 Penalty: 5059.952148
	Iteration 17Q: 3 clusters Score -4216889 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -4216959.500000 Penalty: 5059.952148
	Iteration 18Q: 3 clusters Score -4216960 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -4217034.500000 Penalty: 5059.952148
	Iteration 19Q: 3 clusters Score -4217034 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -4217094.500000 Penalty: 5059.952148
	Iteration 20F: 3 clusters Score -4217094 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -4217138.000000 Penalty: 5059.952148
	Iteration 21Q: 3 clusters Score -4217138 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -4217163.500000 Penalty: 5059.952148
	Iteration 22Q: 3 clusters Score -4217164 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -4217173.000000 Penalty: 5059.952148
	Iteration 23Q: 3 clusters Score -4217173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -4217192.000000 Penalty: 5059.952148
	Iteration 24Q: 3 clusters Score -4217192 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -4217203.000000 Penalty: 5059.952148
	Iteration 25Q: 3 clusters Score -4217203 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -4217222.000000 Penalty: 5059.952148
	Iteration 26Q: 3 clusters Score -4217222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -4217236.000000 Penalty: 5059.952148
	Iteration 27Q: 3 clusters Score -4217236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -4217257.000000 Penalty: 5059.952148
	Iteration 28Q: 3 clusters Score -4217257 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -4217278.000000 Penalty: 5059.952148
	Iteration 29Q: 3 clusters Score -4217278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -4217289.500000 Penalty: 5059.952148
	Iteration 30Q: 3 clusters Score -4217290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -4217320.500000 Penalty: 5059.952148
	Iteration 31Q: 3 clusters Score -4217320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -4217336.500000 Penalty: 5059.952148
	Iteration 32Q: 3 clusters Score -4217336 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -4217349.000000 Penalty: 5059.952148
	Iteration 33Q: 3 clusters Score -4217349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -4217382.500000 Penalty: 5059.952148
	Iteration 34Q: 3 clusters Score -4217382 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -4217404.500000 Penalty: 5059.952148
	Iteration 35Q: 3 clusters Score -4217404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -4217427.000000 Penalty: 5059.952148
	Iteration 36Q: 3 clusters Score -4217427 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -4217452.500000 Penalty: 5059.952148
	Iteration 37Q: 3 clusters Score -4217452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -4217480.500000 Penalty: 5059.952148
	Iteration 38Q: 3 clusters Score -4217480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -4217493.000000 Penalty: 5059.952148
	Iteration 39Q: 3 clusters Score -4217493 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -4217507.000000 Penalty: 5059.952148
	Iteration 40F: 3 clusters Score -4217507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -4217519.500000 Penalty: 5059.952148
	Iteration 41Q: 3 clusters Score -4217520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -4217529.000000 Penalty: 5059.952148
	Iteration 42Q: 3 clusters Score -4217529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -4217541.500000 Penalty: 5059.952148
	Iteration 43Q: 3 clusters Score -4217542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -4217547.500000 Penalty: 5059.952148
	Iteration 44Q: 3 clusters Score -4217548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -4217558.500000 Penalty: 5059.952148
	Iteration 45Q: 3 clusters Score -4217558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -4217557.500000 Penalty: 5059.952148
	Iteration 46Q: 3 clusters Score -4217558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -4217561.500000 Penalty: 5059.952148
	Iteration 47Q: 3 clusters Score -4217562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -4217561.500000 Penalty: 5059.952148
	Iteration 48Q: 3 clusters Score -4217562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -4217566.500000 Penalty: 5059.952148
	Iteration 49Q: 3 clusters Score -4217566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -4217568.500000 Penalty: 5059.952148
	Iteration 50Q: 3 clusters Score -4217568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -4217568.000000 Penalty: 5059.952148
	Iteration 51Q: 3 clusters Score -4217568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -4217569.000000 Penalty: 5059.952148
	Iteration 52Q: 3 clusters Score -4217569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -4217574.500000 Penalty: 5059.952148
	Iteration 53Q: 3 clusters Score -4217574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -4217577.000000 Penalty: 5059.952148
	Iteration 54Q: 3 clusters Score -4217577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -4217570.000000 Penalty: 5059.952148
	Iteration 55Q: 3 clusters Score -4217570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -4217572.500000 Penalty: 5059.952148
	Iteration 56Q: 3 clusters Score -4217572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -4217574.500000 Penalty: 5059.952148
	Iteration 57Q: 3 clusters Score -4217574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -4217579.500000 Penalty: 5059.952148
	Iteration 58Q: 3 clusters Score -4217580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -4217583.500000 Penalty: 5059.952148
	Iteration 59Q: 3 clusters Score -4217584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -4217580.500000 Penalty: 5059.952148
	Iteration 60F: 3 clusters Score -4217580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -4217587.500000 Penalty: 5059.952148
	Iteration 61Q: 3 clusters Score -4217588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -4217587.500000 Penalty: 5059.952148
	Iteration 62Q: 3 clusters Score -4217588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -4217584.000000 Penalty: 5059.952148
	Iteration 63Q: 3 clusters Score -4217584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -4217588.500000 Penalty: 5059.952148
	Iteration 64Q: 3 clusters Score -4217588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -4217584.000000 Penalty: 5059.952148
	Iteration 65Q: 3 clusters Score -4217584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -4217587.500000 Penalty: 5059.952148
	Iteration 66Q: 3 clusters Score -4217588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -4217591.000000 Penalty: 5059.952148
	Iteration 67Q: 3 clusters Score -4217591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -4217590.000000 Penalty: 5059.952148
	Iteration 68Q: 3 clusters Score -4217590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -4217590.000000 Penalty: 5059.952148
	Iteration 69F: 3 clusters Score -4217590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -26476.263672 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -26476.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25551.742188 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -25551.74 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25754.486328 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -25754.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25876.710938 Penalty: 2630.439209
	Iteration 2F: 3 clusters Score -25876.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25950.308594 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -25950.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25975.832031 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -25975.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25975.832031 Penalty: 2630.439209
	Iteration 5F: 3 clusters Score -25975.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (122713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122713 members 
Entering Unmasked Estep 
Score: -18560774.000000 Penalty: 2905.965820
	Iteration 0F: 2 clusters Score -1.856077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -18479400.000000 Penalty: 5811.931641
	Iteration 0F: 3 clusters Score -1.84794e+07 nChanged 58361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -18513400.000000 Penalty: 5811.931641
	Iteration 1F: 3 clusters Score -1.85134e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 63396 members 
Entering Unmasked Estep 
Score: -18514746.000000 Penalty: 5811.931641
	Iteration 2Q: 3 clusters Score -1.851475e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -18516490.000000 Penalty: 5811.931641
	Iteration 3Q: 3 clusters Score -1.851649e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 66367 members 
Entering Unmasked Estep 
Score: -18518540.000000 Penalty: 5811.931641
	Iteration 4Q: 3 clusters Score -1.851854e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 68921 members 
Entering Unmasked Estep 
Score: -18520982.000000 Penalty: 5811.931641
	Iteration 5Q: 3 clusters Score -1.852098e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -18524114.000000 Penalty: 5811.931641
	Iteration 6F: 3 clusters Score -1.852411e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 76869 members 
Entering Unmasked Estep 
Score: -18528246.000000 Penalty: 5811.931641
	Iteration 7F: 3 clusters Score -1.852825e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 81828 members 
Entering Unmasked Estep 
Score: -18532888.000000 Penalty: 5811.931641
	Iteration 8F: 3 clusters Score -1.853289e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 86652 members 
Entering Unmasked Estep 
Score: -18537394.000000 Penalty: 5811.931641
	Iteration 9F: 3 clusters Score -1.853739e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 91028 members 
Entering Unmasked Estep 
Score: -18541350.000000 Penalty: 5811.931641
	Iteration 10Q: 3 clusters Score -1.854135e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 94663 members 
Entering Unmasked Estep 
Score: -18544150.000000 Penalty: 5811.931641
	Iteration 11Q: 3 clusters Score -1.854415e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 97731 members 
Entering Unmasked Estep 
Score: -18546122.000000 Penalty: 5811.931641
	Iteration 12Q: 3 clusters Score -1.854612e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 100549 members 
Entering Unmasked Estep 
Score: -18547540.000000 Penalty: 5811.931641
	Iteration 13Q: 3 clusters Score -1.854754e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 103252 members 
Entering Unmasked Estep 
Score: -18548900.000000 Penalty: 5811.931641
	Iteration 14Q: 3 clusters Score -1.85489e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 105828 members 
Entering Unmasked Estep 
Score: -18550144.000000 Penalty: 5811.931641
	Iteration 15Q: 3 clusters Score -1.855014e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 108247 members 
Entering Unmasked Estep 
Score: -18551300.000000 Penalty: 5811.931641
	Iteration 16Q: 3 clusters Score -1.85513e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 110527 members 
Entering Unmasked Estep 
Score: -18552358.000000 Penalty: 5811.931641
	Iteration 17Q: 3 clusters Score -1.855236e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 112612 members 
Entering Unmasked Estep 
Score: -18553520.000000 Penalty: 5811.931641
	Iteration 18Q: 3 clusters Score -1.855352e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 114497 members 
Entering Unmasked Estep 
Score: -18554588.000000 Penalty: 5811.931641
	Iteration 19Q: 3 clusters Score -1.855459e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 116088 members 
Entering Unmasked Estep 
Score: -18555480.000000 Penalty: 5811.931641
	Iteration 20F: 3 clusters Score -1.855548e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 117420 members 
Entering Unmasked Estep 
Score: -18556192.000000 Penalty: 5811.931641
	Iteration 21Q: 3 clusters Score -1.855619e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 118560 members 
Entering Unmasked Estep 
Score: -18556764.000000 Penalty: 5811.931641
	Iteration 22Q: 3 clusters Score -1.855676e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 119409 members 
Entering Unmasked Estep 
Score: -18557318.000000 Penalty: 5811.931641
	Iteration 23Q: 3 clusters Score -1.855732e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 120034 members 
Entering Unmasked Estep 
Score: -18557674.000000 Penalty: 5811.931641
	Iteration 24Q: 3 clusters Score -1.855767e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 120476 members 
Entering Unmasked Estep 
Score: -18557952.000000 Penalty: 5811.931641
	Iteration 25Q: 3 clusters Score -1.855795e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 120790 members 
Entering Unmasked Estep 
Score: -18558086.000000 Penalty: 5811.931641
	Iteration 26Q: 3 clusters Score -1.855809e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 121021 members 
Entering Unmasked Estep 
Score: -18558222.000000 Penalty: 5811.931641
	Iteration 27Q: 3 clusters Score -1.855822e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 121194 members 
Entering Unmasked Estep 
Score: -18558252.000000 Penalty: 5811.931641
	Iteration 28Q: 3 clusters Score -1.855825e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 121317 members 
Entering Unmasked Estep 
Score: -18558294.000000 Penalty: 5811.931641
	Iteration 29Q: 3 clusters Score -1.855829e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 121419 members 
Entering Unmasked Estep 
Score: -18558316.000000 Penalty: 5811.931641
	Iteration 30Q: 3 clusters Score -1.855832e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 121498 members 
Entering Unmasked Estep 
Score: -18558350.000000 Penalty: 5811.931641
	Iteration 31Q: 3 clusters Score -1.855835e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 121559 members 
Entering Unmasked Estep 
Score: -18558388.000000 Penalty: 5811.931641
	Iteration 32Q: 3 clusters Score -1.855839e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 121608 members 
Entering Unmasked Estep 
Score: -18558422.000000 Penalty: 5811.931641
	Iteration 33Q: 3 clusters Score -1.855842e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 121643 members 
Entering Unmasked Estep 
Score: -18558422.000000 Penalty: 5811.931641
	Iteration 34Q: 3 clusters Score -1.855842e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 121672 members 
Entering Unmasked Estep 
Score: -18558442.000000 Penalty: 5811.931641
	Iteration 35Q: 3 clusters Score -1.855844e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 121694 members 
Entering Unmasked Estep 
Score: -18558458.000000 Penalty: 5811.931641
	Iteration 36Q: 3 clusters Score -1.855846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 121706 members 
Entering Unmasked Estep 
Score: -18558460.000000 Penalty: 5811.931641
	Iteration 37Q: 3 clusters Score -1.855846e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 121727 members 
Entering Unmasked Estep 
Score: -18558476.000000 Penalty: 5811.931641
	Iteration 38Q: 3 clusters Score -1.855848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 121737 members 
Entering Unmasked Estep 
Score: -18558484.000000 Penalty: 5811.931641
	Iteration 39Q: 3 clusters Score -1.855848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 121745 members 
Entering Unmasked Estep 
Score: -18558490.000000 Penalty: 5811.931641
	Iteration 40F: 3 clusters Score -1.855849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 121750 members 
Entering Unmasked Estep 
Score: -18558486.000000 Penalty: 5811.931641
	Iteration 41Q: 3 clusters Score -1.855849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 121753 members 
Entering Unmasked Estep 
Score: -18558476.000000 Penalty: 5811.931641
	Iteration 42Q: 3 clusters Score -1.855848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 121758 members 
Entering Unmasked Estep 
Score: -18558486.000000 Penalty: 5811.931641
	Iteration 43Q: 3 clusters Score -1.855849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 121766 members 
Entering Unmasked Estep 
Score: -18558476.000000 Penalty: 5811.931641
	Iteration 44Q: 3 clusters Score -1.855848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 121772 members 
Entering Unmasked Estep 
Score: -18558480.000000 Penalty: 5811.931641
	Iteration 45Q: 3 clusters Score -1.855848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 121781 members 
Entering Unmasked Estep 
Score: -18558468.000000 Penalty: 5811.931641
	Iteration 46Q: 3 clusters Score -1.855847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 121785 members 
Entering Unmasked Estep 
Score: -18558466.000000 Penalty: 5811.931641
	Iteration 47Q: 3 clusters Score -1.855847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 121787 members 
Entering Unmasked Estep 
Score: -18558466.000000 Penalty: 5811.931641
	Iteration 48Q: 3 clusters Score -1.855847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 121788 members 
Entering Unmasked Estep 
Score: -18558466.000000 Penalty: 5811.931641
	Iteration 49Q: 3 clusters Score -1.855847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 121788 members 
Entering Unmasked Estep 
Score: -18558466.000000 Penalty: 5811.931641
	Iteration 50F: 3 clusters Score -1.855847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Entering Unmasked Estep 
Score: -2807387.000000 Penalty: 2425.149902
	Iteration 0F: 2 clusters Score -2807387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2794837.750000 Penalty: 4850.299805
	Iteration 0F: 3 clusters Score -2794838 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2799044.500000 Penalty: 4850.299805
	Iteration 1F: 3 clusters Score -2799044 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2799494.500000 Penalty: 4850.299805
	Iteration 2F: 3 clusters Score -2799494 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2799975.000000 Penalty: 4850.299805
	Iteration 3F: 3 clusters Score -2799975 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2800639.000000 Penalty: 4850.299805
	Iteration 4F: 3 clusters Score -2800639 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2801598.500000 Penalty: 4850.299805
	Iteration 5F: 3 clusters Score -2801598 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2802707.750000 Penalty: 4850.299805
	Iteration 6F: 3 clusters Score -2802708 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2803582.750000 Penalty: 4850.299805
	Iteration 7F: 3 clusters Score -2803583 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2804181.000000 Penalty: 4850.299805
	Iteration 8F: 3 clusters Score -2804181 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2804529.000000 Penalty: 4850.299805
	Iteration 9Q: 3 clusters Score -2804529 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2804795.250000 Penalty: 4850.299805
	Iteration 10Q: 3 clusters Score -2804795 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2805002.750000 Penalty: 4850.299805
	Iteration 11Q: 3 clusters Score -2805003 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2805217.500000 Penalty: 4850.299805
	Iteration 12Q: 3 clusters Score -2805218 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2805458.750000 Penalty: 4850.299805
	Iteration 13Q: 3 clusters Score -2805459 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2805677.750000 Penalty: 4850.299805
	Iteration 14Q: 3 clusters Score -2805678 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2805925.000000 Penalty: 4850.299805
	Iteration 15Q: 3 clusters Score -2805925 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2806149.750000 Penalty: 4850.299805
	Iteration 16Q: 3 clusters Score -2806150 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2806298.000000 Penalty: 4850.299805
	Iteration 17Q: 3 clusters Score -2806298 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2806406.250000 Penalty: 4850.299805
	Iteration 18Q: 3 clusters Score -2806406 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2806502.500000 Penalty: 4850.299805
	Iteration 19Q: 3 clusters Score -2806502 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2806555.250000 Penalty: 4850.299805
	Iteration 20F: 3 clusters Score -2806555 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2806597.250000 Penalty: 4850.299805
	Iteration 21Q: 3 clusters Score -2806597 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2806628.500000 Penalty: 4850.299805
	Iteration 22Q: 3 clusters Score -2806628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2806658.500000 Penalty: 4850.299805
	Iteration 23Q: 3 clusters Score -2806658 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2806696.750000 Penalty: 4850.299805
	Iteration 24Q: 3 clusters Score -2806697 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2806718.500000 Penalty: 4850.299805
	Iteration 25Q: 3 clusters Score -2806718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2806728.750000 Penalty: 4850.299805
	Iteration 26Q: 3 clusters Score -2806729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2806751.250000 Penalty: 4850.299805
	Iteration 27Q: 3 clusters Score -2806751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2806758.250000 Penalty: 4850.299805
	Iteration 28Q: 3 clusters Score -2806758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2806765.000000 Penalty: 4850.299805
	Iteration 29Q: 3 clusters Score -2806765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2806763.250000 Penalty: 4850.299805
	Iteration 30Q: 3 clusters Score -2806763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2806764.000000 Penalty: 4850.299805
	Iteration 31Q: 3 clusters Score -2806764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2806767.000000 Penalty: 4850.299805
	Iteration 32Q: 3 clusters Score -2806767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2806770.000000 Penalty: 4850.299805
	Iteration 33Q: 3 clusters Score -2806770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2806776.250000 Penalty: 4850.299805
	Iteration 34Q: 3 clusters Score -2806776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2806772.250000 Penalty: 4850.299805
	Iteration 35Q: 3 clusters Score -2806772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2806774.000000 Penalty: 4850.299805
	Iteration 36Q: 3 clusters Score -2806774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2806772.500000 Penalty: 4850.299805
	Iteration 37Q: 3 clusters Score -2806772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2806776.500000 Penalty: 4850.299805
	Iteration 38Q: 3 clusters Score -2806776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2806778.000000 Penalty: 4850.299805
	Iteration 39Q: 3 clusters Score -2806778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2806775.500000 Penalty: 4850.299805
	Iteration 40F: 3 clusters Score -2806776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2806777.750000 Penalty: 4850.299805
	Iteration 41Q: 3 clusters Score -2806778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2806778.500000 Penalty: 4850.299805
	Iteration 42Q: 3 clusters Score -2806778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2806777.750000 Penalty: 4850.299805
	Iteration 43Q: 3 clusters Score -2806778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2806779.250000 Penalty: 4850.299805
	Iteration 44Q: 3 clusters Score -2806779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2806783.500000 Penalty: 4850.299805
	Iteration 45Q: 3 clusters Score -2806784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2806787.000000 Penalty: 4850.299805
	Iteration 46Q: 3 clusters Score -2806787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2806786.000000 Penalty: 4850.299805
	Iteration 47Q: 3 clusters Score -2806786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2806784.000000 Penalty: 4850.299805
	Iteration 48Q: 3 clusters Score -2806784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2806785.750000 Penalty: 4850.299805
	Iteration 49Q: 3 clusters Score -2806786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2806785.750000 Penalty: 4850.299805
	Iteration 50F: 3 clusters Score -2806786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -61023.882812 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -61023.88 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 205 members 
Entering Unmasked Estep 
Score: -59664.542969 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -59664.54 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59873.859375 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -59873.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60000.406250 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -60000.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60114.152344 Penalty: 3019.040283
	Iteration 3F: 3 clusters Score -60114.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -60260.812500 Penalty: 3019.040283
	Iteration 4F: 3 clusters Score -60260.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60516.835938 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -60516.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61017.101562 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -61017.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61402.804688 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -61402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61421.816406 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -61421.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61427.097656 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -61427.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61427.097656 Penalty: 3019.040283
	Iteration 10F: 3 clusters Score -61427.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37618 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36858 members 
Mstep: Class 14 contains 26747 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64677 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122713 members 
Mstep: Class 24 contains 17656 members 
Mstep: Class 25 contains 168 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108090 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51881 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21426 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Mstep: Class 50 contains 272 members 
Entering Unmasked Estep 
Score: -122566592.000000 Penalty: 168560.843750
Splitting cluster 25 changes total score from -122567952.000000 to -122566592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (9868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Entering Unmasked Estep 
Score: -1537267.375000 Penalty: 2280.868896
	Iteration 0F: 2 clusters Score -1537267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1529645.875000 Penalty: 4561.737793
	Iteration 0F: 3 clusters Score -1529646 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1531926.625000 Penalty: 4561.737793
	Iteration 1F: 3 clusters Score -1531927 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1532390.875000 Penalty: 4561.737793
	Iteration 2F: 3 clusters Score -1532391 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1532983.375000 Penalty: 4561.737793
	Iteration 3F: 3 clusters Score -1532983 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1533644.750000 Penalty: 4561.737793
	Iteration 4F: 3 clusters Score -1533645 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1534348.625000 Penalty: 4561.737793
	Iteration 5F: 3 clusters Score -1534349 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1534988.375000 Penalty: 4561.737793
	Iteration 6F: 3 clusters Score -1534988 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1535430.625000 Penalty: 4561.737793
	Iteration 7F: 3 clusters Score -1535431 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1535709.625000 Penalty: 4561.737793
	Iteration 8Q: 3 clusters Score -1535710 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1535879.750000 Penalty: 4561.737793
	Iteration 9Q: 3 clusters Score -1535880 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1535997.625000 Penalty: 4561.737793
	Iteration 10Q: 3 clusters Score -1535998 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1536098.750000 Penalty: 4561.737793
	Iteration 11Q: 3 clusters Score -1536099 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1536180.625000 Penalty: 4561.737793
	Iteration 12Q: 3 clusters Score -1536181 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1536254.750000 Penalty: 4561.737793
	Iteration 13Q: 3 clusters Score -1536255 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1536317.500000 Penalty: 4561.737793
	Iteration 14Q: 3 clusters Score -1536318 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1536376.000000 Penalty: 4561.737793
	Iteration 15Q: 3 clusters Score -1536376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1536423.000000 Penalty: 4561.737793
	Iteration 16Q: 3 clusters Score -1536423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1536443.375000 Penalty: 4561.737793
	Iteration 17Q: 3 clusters Score -1536443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1536454.125000 Penalty: 4561.737793
	Iteration 18Q: 3 clusters Score -1536454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1536468.125000 Penalty: 4561.737793
	Iteration 19Q: 3 clusters Score -1536468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1536476.125000 Penalty: 4561.737793
	Iteration 20F: 3 clusters Score -1536476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1536482.750000 Penalty: 4561.737793
	Iteration 21Q: 3 clusters Score -1536483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1536481.625000 Penalty: 4561.737793
	Iteration 22Q: 3 clusters Score -1536482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1536487.500000 Penalty: 4561.737793
	Iteration 23Q: 3 clusters Score -1536488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1536488.250000 Penalty: 4561.737793
	Iteration 24Q: 3 clusters Score -1536488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1536489.750000 Penalty: 4561.737793
	Iteration 25Q: 3 clusters Score -1536490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1536493.000000 Penalty: 4561.737793
	Iteration 26Q: 3 clusters Score -1536493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1536495.500000 Penalty: 4561.737793
	Iteration 27Q: 3 clusters Score -1536496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1536497.875000 Penalty: 4561.737793
	Iteration 28Q: 3 clusters Score -1536498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1536498.000000 Penalty: 4561.737793
	Iteration 29Q: 3 clusters Score -1536498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1536498.000000 Penalty: 4561.737793
	Iteration 30F: 3 clusters Score -1536498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Entering Unmasked Estep 
Score: -2422639.250000 Penalty: 2407.875244
	Iteration 0F: 2 clusters Score -2422639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2410807.000000 Penalty: 4815.750488
	Iteration 0F: 3 clusters Score -2410807 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2414911.250000 Penalty: 4815.750488
	Iteration 1F: 3 clusters Score -2414911 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2415609.500000 Penalty: 4815.750488
	Iteration 2F: 3 clusters Score -2415610 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2416225.500000 Penalty: 4815.750488
	Iteration 3F: 3 clusters Score -2416226 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2416818.000000 Penalty: 4815.750488
	Iteration 4F: 3 clusters Score -2416818 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2417352.750000 Penalty: 4815.750488
	Iteration 5F: 3 clusters Score -2417353 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2417883.000000 Penalty: 4815.750488
	Iteration 6F: 3 clusters Score -2417883 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2418464.000000 Penalty: 4815.750488
	Iteration 7F: 3 clusters Score -2418464 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2419020.000000 Penalty: 4815.750488
	Iteration 8F: 3 clusters Score -2419020 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2419594.000000 Penalty: 4815.750488
	Iteration 9Q: 3 clusters Score -2419594 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2420104.500000 Penalty: 4815.750488
	Iteration 10Q: 3 clusters Score -2420104 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2420466.000000 Penalty: 4815.750488
	Iteration 11Q: 3 clusters Score -2420466 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2420748.750000 Penalty: 4815.750488
	Iteration 12Q: 3 clusters Score -2420749 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2420958.000000 Penalty: 4815.750488
	Iteration 13Q: 3 clusters Score -2420958 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2421124.000000 Penalty: 4815.750488
	Iteration 14Q: 3 clusters Score -2421124 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2421242.250000 Penalty: 4815.750488
	Iteration 15Q: 3 clusters Score -2421242 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2421337.750000 Penalty: 4815.750488
	Iteration 16Q: 3 clusters Score -2421338 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2421397.000000 Penalty: 4815.750488
	Iteration 17Q: 3 clusters Score -2421397 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2421431.500000 Penalty: 4815.750488
	Iteration 18Q: 3 clusters Score -2421432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2421463.000000 Penalty: 4815.750488
	Iteration 19Q: 3 clusters Score -2421463 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2421495.000000 Penalty: 4815.750488
	Iteration 20F: 3 clusters Score -2421495 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2421515.500000 Penalty: 4815.750488
	Iteration 21Q: 3 clusters Score -2421516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2421535.500000 Penalty: 4815.750488
	Iteration 22Q: 3 clusters Score -2421536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2421545.250000 Penalty: 4815.750488
	Iteration 23Q: 3 clusters Score -2421545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2421556.000000 Penalty: 4815.750488
	Iteration 24Q: 3 clusters Score -2421556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2421566.000000 Penalty: 4815.750488
	Iteration 25Q: 3 clusters Score -2421566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2421568.250000 Penalty: 4815.750488
	Iteration 26Q: 3 clusters Score -2421568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2421567.750000 Penalty: 4815.750488
	Iteration 27Q: 3 clusters Score -2421568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2421582.000000 Penalty: 4815.750488
	Iteration 28Q: 3 clusters Score -2421582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2421586.250000 Penalty: 4815.750488
	Iteration 29Q: 3 clusters Score -2421586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2421595.250000 Penalty: 4815.750488
	Iteration 30Q: 3 clusters Score -2421595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2421596.750000 Penalty: 4815.750488
	Iteration 31Q: 3 clusters Score -2421597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2421595.500000 Penalty: 4815.750488
	Iteration 32Q: 3 clusters Score -2421596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2421595.750000 Penalty: 4815.750488
	Iteration 33Q: 3 clusters Score -2421596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2421596.500000 Penalty: 4815.750488
	Iteration 34Q: 3 clusters Score -2421596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2421596.500000 Penalty: 4815.750488
	Iteration 35Q: 3 clusters Score -2421596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2421607.250000 Penalty: 4815.750488
	Iteration 36Q: 3 clusters Score -2421607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2421609.000000 Penalty: 4815.750488
	Iteration 37Q: 3 clusters Score -2421609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2421612.500000 Penalty: 4815.750488
	Iteration 38Q: 3 clusters Score -2421612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2421612.000000 Penalty: 4815.750488
	Iteration 39Q: 3 clusters Score -2421612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2421612.000000 Penalty: 4815.750488
	Iteration 40F: 3 clusters Score -2421612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2421609.250000 Penalty: 4815.750488
	Iteration 41Q: 3 clusters Score -2421609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2421616.000000 Penalty: 4815.750488
	Iteration 42Q: 3 clusters Score -2421616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2421614.750000 Penalty: 4815.750488
	Iteration 43Q: 3 clusters Score -2421615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2421614.750000 Penalty: 4815.750488
	Iteration 44F: 3 clusters Score -2421615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Entering Unmasked Estep 
Score: -592514.562500 Penalty: 2056.241455
	Iteration 0F: 2 clusters Score -592514.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -588635.250000 Penalty: 4112.482910
	Iteration 0F: 3 clusters Score -588635.2 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -589665.250000 Penalty: 4112.482910
	Iteration 1F: 3 clusters Score -589665.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -589969.312500 Penalty: 4112.482910
	Iteration 2F: 3 clusters Score -589969.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -590198.937500 Penalty: 4112.482910
	Iteration 3F: 3 clusters Score -590198.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -590415.375000 Penalty: 4112.482910
	Iteration 4F: 3 clusters Score -590415.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -590611.250000 Penalty: 4112.482910
	Iteration 5F: 3 clusters Score -590611.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -590760.000000 Penalty: 4112.482910
	Iteration 6Q: 3 clusters Score -590760 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -590860.000000 Penalty: 4112.482910
	Iteration 7Q: 3 clusters Score -590860 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -590914.375000 Penalty: 4112.482910
	Iteration 8Q: 3 clusters Score -590914.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -590960.375000 Penalty: 4112.482910
	Iteration 9Q: 3 clusters Score -590960.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -590999.062500 Penalty: 4112.482910
	Iteration 10Q: 3 clusters Score -590999.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -591034.500000 Penalty: 4112.482910
	Iteration 11Q: 3 clusters Score -591034.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -591061.687500 Penalty: 4112.482910
	Iteration 12Q: 3 clusters Score -591061.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -591078.125000 Penalty: 4112.482910
	Iteration 13Q: 3 clusters Score -591078.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -591091.062500 Penalty: 4112.482910
	Iteration 14Q: 3 clusters Score -591091.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -591103.375000 Penalty: 4112.482910
	Iteration 15Q: 3 clusters Score -591103.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -591115.562500 Penalty: 4112.482910
	Iteration 16Q: 3 clusters Score -591115.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -591122.937500 Penalty: 4112.482910
	Iteration 17Q: 3 clusters Score -591122.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -591131.250000 Penalty: 4112.482910
	Iteration 18Q: 3 clusters Score -591131.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -591138.500000 Penalty: 4112.482910
	Iteration 19Q: 3 clusters Score -591138.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -591144.125000 Penalty: 4112.482910
	Iteration 20F: 3 clusters Score -591144.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -591146.625000 Penalty: 4112.482910
	Iteration 21Q: 3 clusters Score -591146.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -591149.500000 Penalty: 4112.482910
	Iteration 22Q: 3 clusters Score -591149.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -591154.000000 Penalty: 4112.482910
	Iteration 23Q: 3 clusters Score -591154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -591158.312500 Penalty: 4112.482910
	Iteration 24Q: 3 clusters Score -591158.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -591164.312500 Penalty: 4112.482910
	Iteration 25Q: 3 clusters Score -591164.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -591167.687500 Penalty: 4112.482910
	Iteration 26Q: 3 clusters Score -591167.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -591170.312500 Penalty: 4112.482910
	Iteration 27Q: 3 clusters Score -591170.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -591170.562500 Penalty: 4112.482910
	Iteration 28Q: 3 clusters Score -591170.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -591171.437500 Penalty: 4112.482910
	Iteration 29Q: 3 clusters Score -591171.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -591171.625000 Penalty: 4112.482910
	Iteration 30Q: 3 clusters Score -591171.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -591171.750000 Penalty: 4112.482910
	Iteration 31Q: 3 clusters Score -591171.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -591171.750000 Penalty: 4112.482910
	Iteration 32F: 3 clusters Score -591171.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108090 members 
Entering Unmasked Estep 
Score: -17342818.000000 Penalty: 2874.498291
	Iteration 0F: 2 clusters Score -1.734282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -17278168.000000 Penalty: 5748.996582
	Iteration 0F: 3 clusters Score -1.727817e+07 nChanged 51455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 56500 members 
Entering Unmasked Estep 
Score: -17307532.000000 Penalty: 5748.996582
	Iteration 1F: 3 clusters Score -1.730753e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -17308334.000000 Penalty: 5748.996582
	Iteration 2Q: 3 clusters Score -1.730833e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -17309402.000000 Penalty: 5748.996582
	Iteration 3Q: 3 clusters Score -1.73094e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -17310870.000000 Penalty: 5748.996582
	Iteration 4Q: 3 clusters Score -1.731087e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -17313348.000000 Penalty: 5748.996582
	Iteration 5Q: 3 clusters Score -1.731335e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 74657 members 
Entering Unmasked Estep 
Score: -17317608.000000 Penalty: 5748.996582
	Iteration 6F: 3 clusters Score -1.731761e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 83233 members 
Entering Unmasked Estep 
Score: -17324178.000000 Penalty: 5748.996582
	Iteration 7F: 3 clusters Score -1.732418e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 92288 members 
Entering Unmasked Estep 
Score: -17331324.000000 Penalty: 5748.996582
	Iteration 8F: 3 clusters Score -1.733132e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 99752 members 
Entering Unmasked Estep 
Score: -17336544.000000 Penalty: 5748.996582
	Iteration 9F: 3 clusters Score -1.733654e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 104432 members 
Entering Unmasked Estep 
Score: -17338960.000000 Penalty: 5748.996582
	Iteration 10Q: 3 clusters Score -1.733896e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 106533 members 
Entering Unmasked Estep 
Score: -17339830.000000 Penalty: 5748.996582
	Iteration 11Q: 3 clusters Score -1.733983e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 107285 members 
Entering Unmasked Estep 
Score: -17340158.000000 Penalty: 5748.996582
	Iteration 12Q: 3 clusters Score -1.734016e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 107530 members 
Entering Unmasked Estep 
Score: -17340332.000000 Penalty: 5748.996582
	Iteration 13Q: 3 clusters Score -1.734033e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 107636 members 
Entering Unmasked Estep 
Score: -17340408.000000 Penalty: 5748.996582
	Iteration 14Q: 3 clusters Score -1.734041e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 107684 members 
Entering Unmasked Estep 
Score: -17340430.000000 Penalty: 5748.996582
	Iteration 15Q: 3 clusters Score -1.734043e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 107716 members 
Entering Unmasked Estep 
Score: -17340462.000000 Penalty: 5748.996582
	Iteration 16Q: 3 clusters Score -1.734046e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 107725 members 
Entering Unmasked Estep 
Score: -17340488.000000 Penalty: 5748.996582
	Iteration 17Q: 3 clusters Score -1.734049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 107733 members 
Entering Unmasked Estep 
Score: -17340494.000000 Penalty: 5748.996582
	Iteration 18Q: 3 clusters Score -1.734049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 107733 members 
Entering Unmasked Estep 
Score: -17340492.000000 Penalty: 5748.996582
	Iteration 19Q: 3 clusters Score -1.734049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 107735 members 
Entering Unmasked Estep 
Score: -17340510.000000 Penalty: 5748.996582
	Iteration 20F: 3 clusters Score -1.734051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 107738 members 
Entering Unmasked Estep 
Score: -17340508.000000 Penalty: 5748.996582
	Iteration 21Q: 3 clusters Score -1.734051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 107739 members 
Entering Unmasked Estep 
Score: -17340514.000000 Penalty: 5748.996582
	Iteration 22Q: 3 clusters Score -1.734051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 107741 members 
Entering Unmasked Estep 
Score: -17340512.000000 Penalty: 5748.996582
	Iteration 23Q: 3 clusters Score -1.734051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 107742 members 
Entering Unmasked Estep 
Score: -17340510.000000 Penalty: 5748.996582
	Iteration 24Q: 3 clusters Score -1.734051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 107741 members 
Entering Unmasked Estep 
Score: -17340518.000000 Penalty: 5748.996582
	Iteration 25Q: 3 clusters Score -1.734052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 107741 members 
Entering Unmasked Estep 
Score: -17340518.000000 Penalty: 5748.996582
	Iteration 26F: 3 clusters Score -1.734052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Entering Unmasked Estep 
Score: -1543304.250000 Penalty: 2282.197266
	Iteration 0F: 2 clusters Score -1543304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1535605.500000 Penalty: 4564.394531
	Iteration 0F: 3 clusters Score -1535606 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1537898.750000 Penalty: 4564.394531
	Iteration 1F: 3 clusters Score -1537899 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1538285.125000 Penalty: 4564.394531
	Iteration 2F: 3 clusters Score -1538285 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1538619.875000 Penalty: 4564.394531
	Iteration 3F: 3 clusters Score -1538620 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1538920.250000 Penalty: 4564.394531
	Iteration 4F: 3 clusters Score -1538920 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1539169.125000 Penalty: 4564.394531
	Iteration 5Q: 3 clusters Score -1539169 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1539513.375000 Penalty: 4564.394531
	Iteration 6Q: 3 clusters Score -1539513 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1540085.750000 Penalty: 4564.394531
	Iteration 7F: 3 clusters Score -1540086 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1540909.000000 Penalty: 4564.394531
	Iteration 8F: 3 clusters Score -1540909 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1541755.875000 Penalty: 4564.394531
	Iteration 9F: 3 clusters Score -1541756 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1542282.625000 Penalty: 4564.394531
	Iteration 10F: 3 clusters Score -1542283 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1542537.375000 Penalty: 4564.394531
	Iteration 11Q: 3 clusters Score -1542537 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1542649.250000 Penalty: 4564.394531
	Iteration 12Q: 3 clusters Score -1542649 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1542700.875000 Penalty: 4564.394531
	Iteration 13Q: 3 clusters Score -1542701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1542718.750000 Penalty: 4564.394531
	Iteration 14Q: 3 clusters Score -1542719 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1542736.500000 Penalty: 4564.394531
	Iteration 15Q: 3 clusters Score -1542736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1542745.375000 Penalty: 4564.394531
	Iteration 16Q: 3 clusters Score -1542745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1542747.125000 Penalty: 4564.394531
	Iteration 17Q: 3 clusters Score -1542747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1542752.125000 Penalty: 4564.394531
	Iteration 18Q: 3 clusters Score -1542752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1542752.000000 Penalty: 4564.394531
	Iteration 19Q: 3 clusters Score -1542752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1542753.250000 Penalty: 4564.394531
	Iteration 20F: 3 clusters Score -1542753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1542762.500000 Penalty: 4564.394531
	Iteration 21Q: 3 clusters Score -1542762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1542763.250000 Penalty: 4564.394531
	Iteration 22Q: 3 clusters Score -1542763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1542765.375000 Penalty: 4564.394531
	Iteration 23Q: 3 clusters Score -1542765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1542766.625000 Penalty: 4564.394531
	Iteration 24Q: 3 clusters Score -1542767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1542771.875000 Penalty: 4564.394531
	Iteration 25Q: 3 clusters Score -1542772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1542772.625000 Penalty: 4564.394531
	Iteration 26Q: 3 clusters Score -1542773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1542770.375000 Penalty: 4564.394531
	Iteration 27Q: 3 clusters Score -1542770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1542773.125000 Penalty: 4564.394531
	Iteration 28Q: 3 clusters Score -1542773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1542771.500000 Penalty: 4564.394531
	Iteration 29Q: 3 clusters Score -1542772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1542771.500000 Penalty: 4564.394531
	Iteration 30Q: 3 clusters Score -1542772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1542770.750000 Penalty: 4564.394531
	Iteration 31Q: 3 clusters Score -1542771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1542772.375000 Penalty: 4564.394531
	Iteration 32Q: 3 clusters Score -1542772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1542770.750000 Penalty: 4564.394531
	Iteration 33Q: 3 clusters Score -1542771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1542772.000000 Penalty: 4564.394531
	Iteration 34Q: 3 clusters Score -1542772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1542773.625000 Penalty: 4564.394531
	Iteration 35Q: 3 clusters Score -1542774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1542773.625000 Penalty: 4564.394531
	Iteration 36F: 3 clusters Score -1542774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (51881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Entering Unmasked Estep 
Score: -8152813.500000 Penalty: 2692.463379
	Iteration 0F: 2 clusters Score -8152814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -8117925.500000 Penalty: 5384.926758
	Iteration 0F: 3 clusters Score -8117926 nChanged 23851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -8131349.000000 Penalty: 5384.926758
	Iteration 1F: 3 clusters Score -8131349 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -8132290.000000 Penalty: 5384.926758
	Iteration 2Q: 3 clusters Score -8132290 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -8133480.500000 Penalty: 5384.926758
	Iteration 3Q: 3 clusters Score -8133480 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -8134986.500000 Penalty: 5384.926758
	Iteration 4F: 3 clusters Score -8134986 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -8136837.000000 Penalty: 5384.926758
	Iteration 5F: 3 clusters Score -8136837 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -8138748.500000 Penalty: 5384.926758
	Iteration 6F: 3 clusters Score -8138748 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -8140744.000000 Penalty: 5384.926758
	Iteration 7F: 3 clusters Score -8140744 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -8142549.500000 Penalty: 5384.926758
	Iteration 8F: 3 clusters Score -8142550 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -8143731.500000 Penalty: 5384.926758
	Iteration 9Q: 3 clusters Score -8143732 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -8144324.000000 Penalty: 5384.926758
	Iteration 10Q: 3 clusters Score -8144324 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -8144609.000000 Penalty: 5384.926758
	Iteration 11Q: 3 clusters Score -8144609 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -8144831.500000 Penalty: 5384.926758
	Iteration 12Q: 3 clusters Score -8144832 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -8144988.000000 Penalty: 5384.926758
	Iteration 13Q: 3 clusters Score -8144988 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -8145104.000000 Penalty: 5384.926758
	Iteration 14Q: 3 clusters Score -8145104 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -8145234.000000 Penalty: 5384.926758
	Iteration 15Q: 3 clusters Score -8145234 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -8145332.500000 Penalty: 5384.926758
	Iteration 16Q: 3 clusters Score -8145332 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -8145463.000000 Penalty: 5384.926758
	Iteration 17Q: 3 clusters Score -8145463 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -8145530.000000 Penalty: 5384.926758
	Iteration 18Q: 3 clusters Score -8145530 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -8145641.500000 Penalty: 5384.926758
	Iteration 19Q: 3 clusters Score -8145642 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -8145740.000000 Penalty: 5384.926758
	Iteration 20F: 3 clusters Score -8145740 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -8145812.000000 Penalty: 5384.926758
	Iteration 21Q: 3 clusters Score -8145812 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -8145878.500000 Penalty: 5384.926758
	Iteration 22Q: 3 clusters Score -8145878 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -8145994.500000 Penalty: 5384.926758
	Iteration 23Q: 3 clusters Score -8145994 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -8146069.500000 Penalty: 5384.926758
	Iteration 24Q: 3 clusters Score -8146070 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -8146097.500000 Penalty: 5384.926758
	Iteration 25Q: 3 clusters Score -8146098 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -8146158.500000 Penalty: 5384.926758
	Iteration 26Q: 3 clusters Score -8146158 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -8146221.000000 Penalty: 5384.926758
	Iteration 27Q: 3 clusters Score -8146221 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -8146281.000000 Penalty: 5384.926758
	Iteration 28Q: 3 clusters Score -8146281 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -8146348.500000 Penalty: 5384.926758
	Iteration 29Q: 3 clusters Score -8146348 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -8146371.000000 Penalty: 5384.926758
	Iteration 30Q: 3 clusters Score -8146371 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -8146402.500000 Penalty: 5384.926758
	Iteration 31Q: 3 clusters Score -8146402 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -8146459.000000 Penalty: 5384.926758
	Iteration 32Q: 3 clusters Score -8146459 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -8146458.500000 Penalty: 5384.926758
	Iteration 33Q: 3 clusters Score -8146458 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -8146526.000000 Penalty: 5384.926758
	Iteration 34Q: 3 clusters Score -8146526 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -8146509.000000 Penalty: 5384.926758
	Iteration 35Q: 3 clusters Score -8146509 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -8146524.000000 Penalty: 5384.926758
	Iteration 36Q: 3 clusters Score -8146524 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -8146547.500000 Penalty: 5384.926758
	Iteration 37Q: 3 clusters Score -8146548 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -8146559.500000 Penalty: 5384.926758
	Iteration 38Q: 3 clusters Score -8146560 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -8146584.000000 Penalty: 5384.926758
	Iteration 39Q: 3 clusters Score -8146584 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -8146613.000000 Penalty: 5384.926758
	Iteration 40F: 3 clusters Score -8146613 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -8146619.000000 Penalty: 5384.926758
	Iteration 41Q: 3 clusters Score -8146619 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -8146647.000000 Penalty: 5384.926758
	Iteration 42Q: 3 clusters Score -8146647 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -8146681.500000 Penalty: 5384.926758
	Iteration 43Q: 3 clusters Score -8146682 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -8146704.500000 Penalty: 5384.926758
	Iteration 44Q: 3 clusters Score -8146704 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -8146731.500000 Penalty: 5384.926758
	Iteration 45Q: 3 clusters Score -8146732 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -8146776.000000 Penalty: 5384.926758
	Iteration 46Q: 3 clusters Score -8146776 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -8146811.500000 Penalty: 5384.926758
	Iteration 47Q: 3 clusters Score -8146812 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -8146845.000000 Penalty: 5384.926758
	Iteration 48Q: 3 clusters Score -8146845 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -8146869.500000 Penalty: 5384.926758
	Iteration 49Q: 3 clusters Score -8146870 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -8146912.000000 Penalty: 5384.926758
	Iteration 50Q: 3 clusters Score -8146912 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -8146977.500000 Penalty: 5384.926758
	Iteration 51Q: 3 clusters Score -8146978 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -8147041.500000 Penalty: 5384.926758
	Iteration 52Q: 3 clusters Score -8147042 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -8147068.000000 Penalty: 5384.926758
	Iteration 53Q: 3 clusters Score -8147068 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -8147121.000000 Penalty: 5384.926758
	Iteration 54Q: 3 clusters Score -8147121 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -8147198.000000 Penalty: 5384.926758
	Iteration 55Q: 3 clusters Score -8147198 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -8147237.000000 Penalty: 5384.926758
	Iteration 56Q: 3 clusters Score -8147237 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -8147301.000000 Penalty: 5384.926758
	Iteration 57Q: 3 clusters Score -8147301 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -8147364.500000 Penalty: 5384.926758
	Iteration 58Q: 3 clusters Score -8147364 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -8147519.000000 Penalty: 5384.926758
	Iteration 59Q: 3 clusters Score -8147519 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -8147621.000000 Penalty: 5384.926758
	Iteration 60F: 3 clusters Score -8147621 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -8147724.500000 Penalty: 5384.926758
	Iteration 61Q: 3 clusters Score -8147724 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -8147897.500000 Penalty: 5384.926758
	Iteration 62Q: 3 clusters Score -8147898 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -8148041.500000 Penalty: 5384.926758
	Iteration 63Q: 3 clusters Score -8148042 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -8148219.000000 Penalty: 5384.926758
	Iteration 64Q: 3 clusters Score -8148219 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -8148450.500000 Penalty: 5384.926758
	Iteration 65Q: 3 clusters Score -8148450 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -8148715.000000 Penalty: 5384.926758
	Iteration 66Q: 3 clusters Score -8148715 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -8149044.000000 Penalty: 5384.926758
	Iteration 67Q: 3 clusters Score -8149044 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -8149372.500000 Penalty: 5384.926758
	Iteration 68Q: 3 clusters Score -8149372 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -8149736.500000 Penalty: 5384.926758
	Iteration 69Q: 3 clusters Score -8149736 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -8150097.000000 Penalty: 5384.926758
	Iteration 70Q: 3 clusters Score -8150097 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -8150380.500000 Penalty: 5384.926758
	Iteration 71Q: 3 clusters Score -8150380 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -8150596.500000 Penalty: 5384.926758
	Iteration 72Q: 3 clusters Score -8150596 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -8150770.500000 Penalty: 5384.926758
	Iteration 73Q: 3 clusters Score -8150770 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -8150908.000000 Penalty: 5384.926758
	Iteration 74Q: 3 clusters Score -8150908 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -8151011.000000 Penalty: 5384.926758
	Iteration 75Q: 3 clusters Score -8151011 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -8151078.000000 Penalty: 5384.926758
	Iteration 76Q: 3 clusters Score -8151078 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -8151125.000000 Penalty: 5384.926758
	Iteration 77Q: 3 clusters Score -8151125 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -8151168.000000 Penalty: 5384.926758
	Iteration 78Q: 3 clusters Score -8151168 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -8151192.500000 Penalty: 5384.926758
	Iteration 79Q: 3 clusters Score -8151192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -8151201.500000 Penalty: 5384.926758
	Iteration 80F: 3 clusters Score -8151202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -8151214.500000 Penalty: 5384.926758
	Iteration 81Q: 3 clusters Score -8151214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -8151203.500000 Penalty: 5384.926758
	Iteration 82Q: 3 clusters Score -8151204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -8151225.500000 Penalty: 5384.926758
	Iteration 83Q: 3 clusters Score -8151226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -8151221.500000 Penalty: 5384.926758
	Iteration 84Q: 3 clusters Score -8151222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -8151232.000000 Penalty: 5384.926758
	Iteration 85Q: 3 clusters Score -8151232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -8151235.500000 Penalty: 5384.926758
	Iteration 86Q: 3 clusters Score -8151236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -8151239.000000 Penalty: 5384.926758
	Iteration 87Q: 3 clusters Score -8151239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -8151233.000000 Penalty: 5384.926758
	Iteration 88Q: 3 clusters Score -8151233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -8151236.500000 Penalty: 5384.926758
	Iteration 89Q: 3 clusters Score -8151236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -8151226.500000 Penalty: 5384.926758
	Iteration 90Q: 3 clusters Score -8151226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -8151229.000000 Penalty: 5384.926758
	Iteration 91Q: 3 clusters Score -8151229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -8151232.500000 Penalty: 5384.926758
	Iteration 92Q: 3 clusters Score -8151232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -8151233.500000 Penalty: 5384.926758
	Iteration 93Q: 3 clusters Score -8151234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -8151228.000000 Penalty: 5384.926758
	Iteration 94Q: 3 clusters Score -8151228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -8151228.000000 Penalty: 5384.926758
	Iteration 95Q: 3 clusters Score -8151228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -8151227.500000 Penalty: 5384.926758
	Iteration 96Q: 3 clusters Score -8151228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -8151232.500000 Penalty: 5384.926758
	Iteration 97Q: 3 clusters Score -8151232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -8151235.000000 Penalty: 5384.926758
	Iteration 98Q: 3 clusters Score -8151235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -8151235.000000 Penalty: 5384.926758
	Iteration 99F: 3 clusters Score -8151235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Entering Unmasked Estep 
Score: -985607.562500 Penalty: 2171.774414
	Iteration 0F: 2 clusters Score -985607.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -980201.687500 Penalty: 4343.548828
	Iteration 0F: 3 clusters Score -980201.7 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -981763.937500 Penalty: 4343.548828
	Iteration 1F: 3 clusters Score -981763.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -982189.687500 Penalty: 4343.548828
	Iteration 2F: 3 clusters Score -982189.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -982569.687500 Penalty: 4343.548828
	Iteration 3F: 3 clusters Score -982569.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -982914.687500 Penalty: 4343.548828
	Iteration 4F: 3 clusters Score -982914.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -983230.875000 Penalty: 4343.548828
	Iteration 5F: 3 clusters Score -983230.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -983491.125000 Penalty: 4343.548828
	Iteration 6Q: 3 clusters Score -983491.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -983685.937500 Penalty: 4343.548828
	Iteration 7Q: 3 clusters Score -983685.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -983831.375000 Penalty: 4343.548828
	Iteration 8Q: 3 clusters Score -983831.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -983960.000000 Penalty: 4343.548828
	Iteration 9Q: 3 clusters Score -983960 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -984066.875000 Penalty: 4343.548828
	Iteration 10Q: 3 clusters Score -984066.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -984173.312500 Penalty: 4343.548828
	Iteration 11Q: 3 clusters Score -984173.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -984279.937500 Penalty: 4343.548828
	Iteration 12Q: 3 clusters Score -984279.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -984369.312500 Penalty: 4343.548828
	Iteration 13Q: 3 clusters Score -984369.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -984453.187500 Penalty: 4343.548828
	Iteration 14Q: 3 clusters Score -984453.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -984525.062500 Penalty: 4343.548828
	Iteration 15Q: 3 clusters Score -984525.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -984583.750000 Penalty: 4343.548828
	Iteration 16Q: 3 clusters Score -984583.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -984628.750000 Penalty: 4343.548828
	Iteration 17Q: 3 clusters Score -984628.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -984676.875000 Penalty: 4343.548828
	Iteration 18Q: 3 clusters Score -984676.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -984723.125000 Penalty: 4343.548828
	Iteration 19Q: 3 clusters Score -984723.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -984755.750000 Penalty: 4343.548828
	Iteration 20F: 3 clusters Score -984755.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -984790.562500 Penalty: 4343.548828
	Iteration 21Q: 3 clusters Score -984790.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -984813.500000 Penalty: 4343.548828
	Iteration 22Q: 3 clusters Score -984813.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -984825.437500 Penalty: 4343.548828
	Iteration 23Q: 3 clusters Score -984825.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -984834.937500 Penalty: 4343.548828
	Iteration 24Q: 3 clusters Score -984834.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -984840.500000 Penalty: 4343.548828
	Iteration 25Q: 3 clusters Score -984840.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -984844.187500 Penalty: 4343.548828
	Iteration 26Q: 3 clusters Score -984844.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -984848.812500 Penalty: 4343.548828
	Iteration 27Q: 3 clusters Score -984848.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -984851.250000 Penalty: 4343.548828
	Iteration 28Q: 3 clusters Score -984851.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -984853.000000 Penalty: 4343.548828
	Iteration 29Q: 3 clusters Score -984853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -984853.625000 Penalty: 4343.548828
	Iteration 30Q: 3 clusters Score -984853.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -984853.625000 Penalty: 4343.548828
	Iteration 31F: 3 clusters Score -984853.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Entering Unmasked Estep 
Score: -683424.687500 Penalty: 2072.134277
	Iteration 0F: 2 clusters Score -683424.7 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 2099 members 
Entering Unmasked Estep 
Score: -679340.250000 Penalty: 4144.268555
	Iteration 0F: 3 clusters Score -679340.2 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -680258.937500 Penalty: 4144.268555
	Iteration 1F: 3 clusters Score -680258.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -680453.125000 Penalty: 4144.268555
	Iteration 2F: 3 clusters Score -680453.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -680552.187500 Penalty: 4144.268555
	Iteration 3Q: 3 clusters Score -680552.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -680624.187500 Penalty: 4144.268555
	Iteration 4Q: 3 clusters Score -680624.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -680677.750000 Penalty: 4144.268555
	Iteration 5Q: 3 clusters Score -680677.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -680729.000000 Penalty: 4144.268555
	Iteration 6Q: 3 clusters Score -680729 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -680768.187500 Penalty: 4144.268555
	Iteration 7Q: 3 clusters Score -680768.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -680800.375000 Penalty: 4144.268555
	Iteration 8Q: 3 clusters Score -680800.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -680823.312500 Penalty: 4144.268555
	Iteration 9Q: 3 clusters Score -680823.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -680844.750000 Penalty: 4144.268555
	Iteration 10Q: 3 clusters Score -680844.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -680867.812500 Penalty: 4144.268555
	Iteration 11Q: 3 clusters Score -680867.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -680888.062500 Penalty: 4144.268555
	Iteration 12Q: 3 clusters Score -680888.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -680909.500000 Penalty: 4144.268555
	Iteration 13Q: 3 clusters Score -680909.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -680921.750000 Penalty: 4144.268555
	Iteration 14Q: 3 clusters Score -680921.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -680932.562500 Penalty: 4144.268555
	Iteration 15Q: 3 clusters Score -680932.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -680948.187500 Penalty: 4144.268555
	Iteration 16Q: 3 clusters Score -680948.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -680961.687500 Penalty: 4144.268555
	Iteration 17Q: 3 clusters Score -680961.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -680977.437500 Penalty: 4144.268555
	Iteration 18Q: 3 clusters Score -680977.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -681001.187500 Penalty: 4144.268555
	Iteration 19Q: 3 clusters Score -681001.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -681023.500000 Penalty: 4144.268555
	Iteration 20F: 3 clusters Score -681023.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -681046.000000 Penalty: 4144.268555
	Iteration 21Q: 3 clusters Score -681046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -681070.437500 Penalty: 4144.268555
	Iteration 22Q: 3 clusters Score -681070.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -681095.562500 Penalty: 4144.268555
	Iteration 23Q: 3 clusters Score -681095.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -681124.437500 Penalty: 4144.268555
	Iteration 24Q: 3 clusters Score -681124.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -681149.125000 Penalty: 4144.268555
	Iteration 25Q: 3 clusters Score -681149.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -681177.812500 Penalty: 4144.268555
	Iteration 26Q: 3 clusters Score -681177.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -681205.187500 Penalty: 4144.268555
	Iteration 27Q: 3 clusters Score -681205.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -681233.562500 Penalty: 4144.268555
	Iteration 28Q: 3 clusters Score -681233.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -681262.875000 Penalty: 4144.268555
	Iteration 29Q: 3 clusters Score -681262.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -681295.500000 Penalty: 4144.268555
	Iteration 30Q: 3 clusters Score -681295.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -681314.812500 Penalty: 4144.268555
	Iteration 31Q: 3 clusters Score -681314.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -681335.562500 Penalty: 4144.268555
	Iteration 32Q: 3 clusters Score -681335.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -681356.062500 Penalty: 4144.268555
	Iteration 33Q: 3 clusters Score -681356.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -681374.125000 Penalty: 4144.268555
	Iteration 34Q: 3 clusters Score -681374.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -681395.750000 Penalty: 4144.268555
	Iteration 35Q: 3 clusters Score -681395.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -681419.625000 Penalty: 4144.268555
	Iteration 36Q: 3 clusters Score -681419.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -681439.250000 Penalty: 4144.268555
	Iteration 37Q: 3 clusters Score -681439.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -681462.250000 Penalty: 4144.268555
	Iteration 38Q: 3 clusters Score -681462.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -681484.375000 Penalty: 4144.268555
	Iteration 39Q: 3 clusters Score -681484.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -681505.937500 Penalty: 4144.268555
	Iteration 40F: 3 clusters Score -681505.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -681528.562500 Penalty: 4144.268555
	Iteration 41Q: 3 clusters Score -681528.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -681545.812500 Penalty: 4144.268555
	Iteration 42Q: 3 clusters Score -681545.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -681563.062500 Penalty: 4144.268555
	Iteration 43Q: 3 clusters Score -681563.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -681574.562500 Penalty: 4144.268555
	Iteration 44Q: 3 clusters Score -681574.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -681587.500000 Penalty: 4144.268555
	Iteration 45Q: 3 clusters Score -681587.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -681594.875000 Penalty: 4144.268555
	Iteration 46Q: 3 clusters Score -681594.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -681599.375000 Penalty: 4144.268555
	Iteration 47Q: 3 clusters Score -681599.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -681605.062500 Penalty: 4144.268555
	Iteration 48Q: 3 clusters Score -681605.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -681606.875000 Penalty: 4144.268555
	Iteration 49Q: 3 clusters Score -681606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -681609.687500 Penalty: 4144.268555
	Iteration 50Q: 3 clusters Score -681609.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -681609.437500 Penalty: 4144.268555
	Iteration 51Q: 3 clusters Score -681609.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -681609.375000 Penalty: 4144.268555
	Iteration 52Q: 3 clusters Score -681609.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -681610.562500 Penalty: 4144.268555
	Iteration 53Q: 3 clusters Score -681610.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -681610.625000 Penalty: 4144.268555
	Iteration 54Q: 3 clusters Score -681610.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -681610.875000 Penalty: 4144.268555
	Iteration 55Q: 3 clusters Score -681610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -681610.875000 Penalty: 4144.268555
	Iteration 56F: 3 clusters Score -681610.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Entering Unmasked Estep 
Score: -472584.281250 Penalty: 1993.070190
	Iteration 0F: 2 clusters Score -472584.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -469266.687500 Penalty: 3986.140381
	Iteration 0F: 3 clusters Score -469266.7 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -470021.218750 Penalty: 3986.140381
	Iteration 1F: 3 clusters Score -470021.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -470337.062500 Penalty: 3986.140381
	Iteration 2F: 3 clusters Score -470337.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -470594.125000 Penalty: 3986.140381
	Iteration 3F: 3 clusters Score -470594.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -470831.000000 Penalty: 3986.140381
	Iteration 4F: 3 clusters Score -470831 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -471060.406250 Penalty: 3986.140381
	Iteration 5F: 3 clusters Score -471060.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -471269.750000 Penalty: 3986.140381
	Iteration 6F: 3 clusters Score -471269.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -471405.687500 Penalty: 3986.140381
	Iteration 7Q: 3 clusters Score -471405.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -471487.250000 Penalty: 3986.140381
	Iteration 8Q: 3 clusters Score -471487.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -471535.875000 Penalty: 3986.140381
	Iteration 9Q: 3 clusters Score -471535.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -471564.062500 Penalty: 3986.140381
	Iteration 10Q: 3 clusters Score -471564.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -471578.718750 Penalty: 3986.140381
	Iteration 11Q: 3 clusters Score -471578.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -471589.875000 Penalty: 3986.140381
	Iteration 12Q: 3 clusters Score -471589.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -471598.843750 Penalty: 3986.140381
	Iteration 13Q: 3 clusters Score -471598.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -471610.187500 Penalty: 3986.140381
	Iteration 14Q: 3 clusters Score -471610.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -471619.250000 Penalty: 3986.140381
	Iteration 15Q: 3 clusters Score -471619.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -471627.531250 Penalty: 3986.140381
	Iteration 16Q: 3 clusters Score -471627.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -471635.906250 Penalty: 3986.140381
	Iteration 17Q: 3 clusters Score -471635.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -471639.406250 Penalty: 3986.140381
	Iteration 18Q: 3 clusters Score -471639.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -471641.812500 Penalty: 3986.140381
	Iteration 19Q: 3 clusters Score -471641.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -471644.625000 Penalty: 3986.140381
	Iteration 20F: 3 clusters Score -471644.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -471645.437500 Penalty: 3986.140381
	Iteration 21Q: 3 clusters Score -471645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -471645.562500 Penalty: 3986.140381
	Iteration 22Q: 3 clusters Score -471645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -471646.968750 Penalty: 3986.140381
	Iteration 23Q: 3 clusters Score -471647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -471646.968750 Penalty: 3986.140381
	Iteration 24F: 3 clusters Score -471647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -57118.226562 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -57118.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55712.718750 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -55712.72 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55851.968750 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -55851.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55876.113281 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -55876.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -55888.660156 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -55888.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55898.121094 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -55898.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55909.281250 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -55909.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55915.589844 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -55915.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55915.589844 Penalty: 2982.802734
	Iteration 7F: 3 clusters Score -55915.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Entering Unmasked Estep 
Score: -3412989.000000 Penalty: 2474.990479
	Iteration 0F: 2 clusters Score -3412989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3397881.000000 Penalty: 4949.980957
	Iteration 0F: 3 clusters Score -3397881 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3403020.250000 Penalty: 4949.980957
	Iteration 1F: 3 clusters Score -3403020 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -3403407.250000 Penalty: 4949.980957
	Iteration 2F: 3 clusters Score -3403407 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3403682.250000 Penalty: 4949.980957
	Iteration 3Q: 3 clusters Score -3403682 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3403916.500000 Penalty: 4949.980957
	Iteration 4Q: 3 clusters Score -3403916 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -3404155.000000 Penalty: 4949.980957
	Iteration 5Q: 3 clusters Score -3404155 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -3404375.750000 Penalty: 4949.980957
	Iteration 6Q: 3 clusters Score -3404376 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -3404621.000000 Penalty: 4949.980957
	Iteration 7Q: 3 clusters Score -3404621 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -3404896.750000 Penalty: 4949.980957
	Iteration 8Q: 3 clusters Score -3404897 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -3405244.000000 Penalty: 4949.980957
	Iteration 9Q: 3 clusters Score -3405244 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -3405654.250000 Penalty: 4949.980957
	Iteration 10Q: 3 clusters Score -3405654 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3406145.250000 Penalty: 4949.980957
	Iteration 11Q: 3 clusters Score -3406145 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3406744.750000 Penalty: 4949.980957
	Iteration 12Q: 3 clusters Score -3406745 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3407385.750000 Penalty: 4949.980957
	Iteration 13Q: 3 clusters Score -3407386 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -3407996.000000 Penalty: 4949.980957
	Iteration 14Q: 3 clusters Score -3407996 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -3408436.000000 Penalty: 4949.980957
	Iteration 15Q: 3 clusters Score -3408436 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -3408711.750000 Penalty: 4949.980957
	Iteration 16Q: 3 clusters Score -3408712 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -3408878.000000 Penalty: 4949.980957
	Iteration 17Q: 3 clusters Score -3408878 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3408980.750000 Penalty: 4949.980957
	Iteration 18Q: 3 clusters Score -3408981 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -3409064.000000 Penalty: 4949.980957
	Iteration 19Q: 3 clusters Score -3409064 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -3409122.750000 Penalty: 4949.980957
	Iteration 20F: 3 clusters Score -3409123 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -3409160.000000 Penalty: 4949.980957
	Iteration 21Q: 3 clusters Score -3409160 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -3409202.500000 Penalty: 4949.980957
	Iteration 22Q: 3 clusters Score -3409202 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3409221.500000 Penalty: 4949.980957
	Iteration 23Q: 3 clusters Score -3409222 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -3409258.750000 Penalty: 4949.980957
	Iteration 24Q: 3 clusters Score -3409259 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3409263.750000 Penalty: 4949.980957
	Iteration 25Q: 3 clusters Score -3409264 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -3409277.500000 Penalty: 4949.980957
	Iteration 26Q: 3 clusters Score -3409278 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -3409309.000000 Penalty: 4949.980957
	Iteration 27Q: 3 clusters Score -3409309 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3409343.750000 Penalty: 4949.980957
	Iteration 28Q: 3 clusters Score -3409344 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -3409353.500000 Penalty: 4949.980957
	Iteration 29Q: 3 clusters Score -3409354 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -3409384.500000 Penalty: 4949.980957
	Iteration 30Q: 3 clusters Score -3409384 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -3409424.750000 Penalty: 4949.980957
	Iteration 31Q: 3 clusters Score -3409425 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -3409446.750000 Penalty: 4949.980957
	Iteration 32Q: 3 clusters Score -3409447 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -3409472.250000 Penalty: 4949.980957
	Iteration 33Q: 3 clusters Score -3409472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -3409484.250000 Penalty: 4949.980957
	Iteration 34Q: 3 clusters Score -3409484 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -3409520.250000 Penalty: 4949.980957
	Iteration 35Q: 3 clusters Score -3409520 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -3409535.250000 Penalty: 4949.980957
	Iteration 36Q: 3 clusters Score -3409535 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -3409584.250000 Penalty: 4949.980957
	Iteration 37Q: 3 clusters Score -3409584 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -3409609.750000 Penalty: 4949.980957
	Iteration 38Q: 3 clusters Score -3409610 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -3409646.250000 Penalty: 4949.980957
	Iteration 39Q: 3 clusters Score -3409646 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3409664.500000 Penalty: 4949.980957
	Iteration 40F: 3 clusters Score -3409664 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3409709.750000 Penalty: 4949.980957
	Iteration 41Q: 3 clusters Score -3409710 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3409759.000000 Penalty: 4949.980957
	Iteration 42Q: 3 clusters Score -3409759 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -3409793.750000 Penalty: 4949.980957
	Iteration 43Q: 3 clusters Score -3409794 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -3409809.750000 Penalty: 4949.980957
	Iteration 44Q: 3 clusters Score -3409810 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3409825.500000 Penalty: 4949.980957
	Iteration 45Q: 3 clusters Score -3409826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3409837.500000 Penalty: 4949.980957
	Iteration 46Q: 3 clusters Score -3409838 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -3409856.250000 Penalty: 4949.980957
	Iteration 47Q: 3 clusters Score -3409856 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -3409870.000000 Penalty: 4949.980957
	Iteration 48Q: 3 clusters Score -3409870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3409879.750000 Penalty: 4949.980957
	Iteration 49Q: 3 clusters Score -3409880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -3409890.000000 Penalty: 4949.980957
	Iteration 50Q: 3 clusters Score -3409890 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3409901.250000 Penalty: 4949.980957
	Iteration 51Q: 3 clusters Score -3409901 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3409909.500000 Penalty: 4949.980957
	Iteration 52Q: 3 clusters Score -3409910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -3409920.000000 Penalty: 4949.980957
	Iteration 53Q: 3 clusters Score -3409920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3409929.250000 Penalty: 4949.980957
	Iteration 54Q: 3 clusters Score -3409929 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -3409947.500000 Penalty: 4949.980957
	Iteration 55Q: 3 clusters Score -3409948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3409951.500000 Penalty: 4949.980957
	Iteration 56Q: 3 clusters Score -3409952 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3409974.500000 Penalty: 4949.980957
	Iteration 57Q: 3 clusters Score -3409974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3409977.500000 Penalty: 4949.980957
	Iteration 58Q: 3 clusters Score -3409978 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3409995.500000 Penalty: 4949.980957
	Iteration 59Q: 3 clusters Score -3409996 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -3410020.000000 Penalty: 4949.980957
	Iteration 60F: 3 clusters Score -3410020 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3410046.750000 Penalty: 4949.980957
	Iteration 61Q: 3 clusters Score -3410047 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -3410077.000000 Penalty: 4949.980957
	Iteration 62Q: 3 clusters Score -3410077 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3410102.750000 Penalty: 4949.980957
	Iteration 63Q: 3 clusters Score -3410103 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3410120.500000 Penalty: 4949.980957
	Iteration 64Q: 3 clusters Score -3410120 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3410150.500000 Penalty: 4949.980957
	Iteration 65Q: 3 clusters Score -3410150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3410185.500000 Penalty: 4949.980957
	Iteration 66Q: 3 clusters Score -3410186 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3410220.000000 Penalty: 4949.980957
	Iteration 67Q: 3 clusters Score -3410220 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -3410244.000000 Penalty: 4949.980957
	Iteration 68Q: 3 clusters Score -3410244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3410268.750000 Penalty: 4949.980957
	Iteration 69Q: 3 clusters Score -3410269 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3410293.000000 Penalty: 4949.980957
	Iteration 70Q: 3 clusters Score -3410293 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3410316.500000 Penalty: 4949.980957
	Iteration 71Q: 3 clusters Score -3410316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -3410346.250000 Penalty: 4949.980957
	Iteration 72Q: 3 clusters Score -3410346 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3410379.000000 Penalty: 4949.980957
	Iteration 73Q: 3 clusters Score -3410379 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3410430.500000 Penalty: 4949.980957
	Iteration 74Q: 3 clusters Score -3410430 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3410472.750000 Penalty: 4949.980957
	Iteration 75Q: 3 clusters Score -3410473 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3410506.250000 Penalty: 4949.980957
	Iteration 76Q: 3 clusters Score -3410506 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3410562.250000 Penalty: 4949.980957
	Iteration 77Q: 3 clusters Score -3410562 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3410617.500000 Penalty: 4949.980957
	Iteration 78Q: 3 clusters Score -3410618 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3410666.250000 Penalty: 4949.980957
	Iteration 79Q: 3 clusters Score -3410666 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3410759.000000 Penalty: 4949.980957
	Iteration 80F: 3 clusters Score -3410759 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3410880.250000 Penalty: 4949.980957
	Iteration 81Q: 3 clusters Score -3410880 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3411009.000000 Penalty: 4949.980957
	Iteration 82Q: 3 clusters Score -3411009 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3411092.750000 Penalty: 4949.980957
	Iteration 83Q: 3 clusters Score -3411093 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3411201.750000 Penalty: 4949.980957
	Iteration 84Q: 3 clusters Score -3411202 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3411357.500000 Penalty: 4949.980957
	Iteration 85Q: 3 clusters Score -3411358 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3411580.750000 Penalty: 4949.980957
	Iteration 86Q: 3 clusters Score -3411581 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3411823.750000 Penalty: 4949.980957
	Iteration 87Q: 3 clusters Score -3411824 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3411926.250000 Penalty: 4949.980957
	Iteration 88Q: 3 clusters Score -3411926 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3411957.750000 Penalty: 4949.980957
	Iteration 89Q: 3 clusters Score -3411958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3411974.250000 Penalty: 4949.980957
	Iteration 90Q: 3 clusters Score -3411974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3411979.750000 Penalty: 4949.980957
	Iteration 91Q: 3 clusters Score -3411980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3411992.000000 Penalty: 4949.980957
	Iteration 92Q: 3 clusters Score -3411992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3411991.750000 Penalty: 4949.980957
	Iteration 93Q: 3 clusters Score -3411992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3411993.500000 Penalty: 4949.980957
	Iteration 94Q: 3 clusters Score -3411994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3411997.500000 Penalty: 4949.980957
	Iteration 95Q: 3 clusters Score -3411998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3412002.000000 Penalty: 4949.980957
	Iteration 96Q: 3 clusters Score -3412002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3412002.000000 Penalty: 4949.980957
	Iteration 97Q: 3 clusters Score -3412002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3412000.250000 Penalty: 4949.980957
	Iteration 98Q: 3 clusters Score -3412000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3412000.250000 Penalty: 4949.980957
	Iteration 99F: 3 clusters Score -3412000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -88747.421875 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -88747.42 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 335 members 
Entering Unmasked Estep 
Score: -87162.687500 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -87162.69 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -87382.625000 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -87382.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87475.640625 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -87475.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -87548.835938 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -87548.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -87607.531250 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -87607.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -87657.187500 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -87657.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -87690.609375 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -87690.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -87703.078125 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -87703.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87714.507812 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -87714.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -87735.101562 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -87735.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87740.429688 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -87740.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87743.750000 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -87743.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87743.750000 Penalty: 3193.917725
	Iteration 12F: 3 clusters Score -87743.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -212518.468750 Penalty: 1791.377319
	Iteration 0F: 2 clusters Score -212518.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -210301.000000 Penalty: 3582.754639
	Iteration 0F: 3 clusters Score -210301 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -210611.593750 Penalty: 3582.754639
	Iteration 1F: 3 clusters Score -210611.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -210716.125000 Penalty: 3582.754639
	Iteration 2F: 3 clusters Score -210716.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -210778.125000 Penalty: 3582.754639
	Iteration 3Q: 3 clusters Score -210778.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -210820.109375 Penalty: 3582.754639
	Iteration 4Q: 3 clusters Score -210820.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -210862.953125 Penalty: 3582.754639
	Iteration 5Q: 3 clusters Score -210863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -210882.609375 Penalty: 3582.754639
	Iteration 6Q: 3 clusters Score -210882.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -210898.734375 Penalty: 3582.754639
	Iteration 7Q: 3 clusters Score -210898.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -210909.296875 Penalty: 3582.754639
	Iteration 8Q: 3 clusters Score -210909.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -210918.828125 Penalty: 3582.754639
	Iteration 9Q: 3 clusters Score -210918.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -210929.000000 Penalty: 3582.754639
	Iteration 10Q: 3 clusters Score -210929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -210939.593750 Penalty: 3582.754639
	Iteration 11Q: 3 clusters Score -210939.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -210945.015625 Penalty: 3582.754639
	Iteration 12Q: 3 clusters Score -210945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -210947.625000 Penalty: 3582.754639
	Iteration 13Q: 3 clusters Score -210947.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -210948.640625 Penalty: 3582.754639
	Iteration 14Q: 3 clusters Score -210948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -210949.031250 Penalty: 3582.754639
	Iteration 15Q: 3 clusters Score -210949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -210949.031250 Penalty: 3582.754639
	Iteration 16F: 3 clusters Score -210949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Entering Unmasked Estep 
Score: -882733.062500 Penalty: 2169.146240
	Iteration 0F: 2 clusters Score -882733.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -877452.125000 Penalty: 4338.292480
	Iteration 0F: 3 clusters Score -877452.1 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -879039.437500 Penalty: 4338.292480
	Iteration 1F: 3 clusters Score -879039.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -879533.625000 Penalty: 4338.292480
	Iteration 2F: 3 clusters Score -879533.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -879937.562500 Penalty: 4338.292480
	Iteration 3F: 3 clusters Score -879937.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -880275.625000 Penalty: 4338.292480
	Iteration 4F: 3 clusters Score -880275.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -880562.187500 Penalty: 4338.292480
	Iteration 5F: 3 clusters Score -880562.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -880782.062500 Penalty: 4338.292480
	Iteration 6Q: 3 clusters Score -880782.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -880940.437500 Penalty: 4338.292480
	Iteration 7Q: 3 clusters Score -880940.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -881056.187500 Penalty: 4338.292480
	Iteration 8Q: 3 clusters Score -881056.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -881139.375000 Penalty: 4338.292480
	Iteration 9Q: 3 clusters Score -881139.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -881203.062500 Penalty: 4338.292480
	Iteration 10Q: 3 clusters Score -881203.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -881241.375000 Penalty: 4338.292480
	Iteration 11Q: 3 clusters Score -881241.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -881271.375000 Penalty: 4338.292480
	Iteration 12Q: 3 clusters Score -881271.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -881292.000000 Penalty: 4338.292480
	Iteration 13Q: 3 clusters Score -881292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -881305.750000 Penalty: 4338.292480
	Iteration 14Q: 3 clusters Score -881305.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -881320.687500 Penalty: 4338.292480
	Iteration 15Q: 3 clusters Score -881320.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -881332.750000 Penalty: 4338.292480
	Iteration 16Q: 3 clusters Score -881332.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -881343.937500 Penalty: 4338.292480
	Iteration 17Q: 3 clusters Score -881343.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -881354.625000 Penalty: 4338.292480
	Iteration 18Q: 3 clusters Score -881354.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -881364.625000 Penalty: 4338.292480
	Iteration 19Q: 3 clusters Score -881364.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -881370.750000 Penalty: 4338.292480
	Iteration 20F: 3 clusters Score -881370.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -881375.562500 Penalty: 4338.292480
	Iteration 21Q: 3 clusters Score -881375.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -881379.625000 Penalty: 4338.292480
	Iteration 22Q: 3 clusters Score -881379.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -881382.937500 Penalty: 4338.292480
	Iteration 23Q: 3 clusters Score -881382.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -881389.250000 Penalty: 4338.292480
	Iteration 24Q: 3 clusters Score -881389.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -881391.375000 Penalty: 4338.292480
	Iteration 25Q: 3 clusters Score -881391.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -881396.375000 Penalty: 4338.292480
	Iteration 26Q: 3 clusters Score -881396.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -881400.062500 Penalty: 4338.292480
	Iteration 27Q: 3 clusters Score -881400.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -881406.375000 Penalty: 4338.292480
	Iteration 28Q: 3 clusters Score -881406.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -881412.250000 Penalty: 4338.292480
	Iteration 29Q: 3 clusters Score -881412.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -881416.437500 Penalty: 4338.292480
	Iteration 30Q: 3 clusters Score -881416.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -881422.312500 Penalty: 4338.292480
	Iteration 31Q: 3 clusters Score -881422.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -881431.062500 Penalty: 4338.292480
	Iteration 32Q: 3 clusters Score -881431.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -881443.937500 Penalty: 4338.292480
	Iteration 33Q: 3 clusters Score -881443.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -881451.437500 Penalty: 4338.292480
	Iteration 34Q: 3 clusters Score -881451.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -881457.500000 Penalty: 4338.292480
	Iteration 35Q: 3 clusters Score -881457.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -881467.500000 Penalty: 4338.292480
	Iteration 36Q: 3 clusters Score -881467.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -881470.250000 Penalty: 4338.292480
	Iteration 37Q: 3 clusters Score -881470.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -881473.312500 Penalty: 4338.292480
	Iteration 38Q: 3 clusters Score -881473.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -881473.750000 Penalty: 4338.292480
	Iteration 39Q: 3 clusters Score -881473.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -881473.375000 Penalty: 4338.292480
	Iteration 40F: 3 clusters Score -881473.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -881474.500000 Penalty: 4338.292480
	Iteration 41Q: 3 clusters Score -881474.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -881474.500000 Penalty: 4338.292480
	Iteration 42F: 3 clusters Score -881474.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (40077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Entering Unmasked Estep 
Score: -6327342.000000 Penalty: 2628.442139
	Iteration 0F: 2 clusters Score -6327342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -6300112.000000 Penalty: 5256.884277
	Iteration 0F: 3 clusters Score -6300112 nChanged 18404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -6310224.500000 Penalty: 5256.884277
	Iteration 1F: 3 clusters Score -6310224 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -6310922.000000 Penalty: 5256.884277
	Iteration 2Q: 3 clusters Score -6310922 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -6311938.000000 Penalty: 5256.884277
	Iteration 3F: 3 clusters Score -6311938 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -6313280.500000 Penalty: 5256.884277
	Iteration 4F: 3 clusters Score -6313280 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -6315146.000000 Penalty: 5256.884277
	Iteration 5F: 3 clusters Score -6315146 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -6317328.000000 Penalty: 5256.884277
	Iteration 6F: 3 clusters Score -6317328 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -6319497.000000 Penalty: 5256.884277
	Iteration 7F: 3 clusters Score -6319497 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -6321317.500000 Penalty: 5256.884277
	Iteration 8F: 3 clusters Score -6321318 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -6322691.000000 Penalty: 5256.884277
	Iteration 9Q: 3 clusters Score -6322691 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -6323812.000000 Penalty: 5256.884277
	Iteration 10Q: 3 clusters Score -6323812 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6324568.000000 Penalty: 5256.884277
	Iteration 11Q: 3 clusters Score -6324568 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -6325021.500000 Penalty: 5256.884277
	Iteration 12Q: 3 clusters Score -6325022 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -6325377.000000 Penalty: 5256.884277
	Iteration 13Q: 3 clusters Score -6325377 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -6325554.500000 Penalty: 5256.884277
	Iteration 14Q: 3 clusters Score -6325554 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6325616.000000 Penalty: 5256.884277
	Iteration 15Q: 3 clusters Score -6325616 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6325706.500000 Penalty: 5256.884277
	Iteration 16Q: 3 clusters Score -6325706 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -6325748.500000 Penalty: 5256.884277
	Iteration 17Q: 3 clusters Score -6325748 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -6325774.000000 Penalty: 5256.884277
	Iteration 18Q: 3 clusters Score -6325774 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -6325808.500000 Penalty: 5256.884277
	Iteration 19Q: 3 clusters Score -6325808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -6325822.500000 Penalty: 5256.884277
	Iteration 20F: 3 clusters Score -6325822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -6325841.500000 Penalty: 5256.884277
	Iteration 21Q: 3 clusters Score -6325842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -6325850.000000 Penalty: 5256.884277
	Iteration 22Q: 3 clusters Score -6325850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6325847.000000 Penalty: 5256.884277
	Iteration 23Q: 3 clusters Score -6325847 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6325868.000000 Penalty: 5256.884277
	Iteration 24Q: 3 clusters Score -6325868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -6325868.500000 Penalty: 5256.884277
	Iteration 25Q: 3 clusters Score -6325868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -6325878.000000 Penalty: 5256.884277
	Iteration 26Q: 3 clusters Score -6325878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -6325870.500000 Penalty: 5256.884277
	Iteration 27Q: 3 clusters Score -6325870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -6325875.000000 Penalty: 5256.884277
	Iteration 28Q: 3 clusters Score -6325875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -6325872.500000 Penalty: 5256.884277
	Iteration 29Q: 3 clusters Score -6325872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -6325877.500000 Penalty: 5256.884277
	Iteration 30Q: 3 clusters Score -6325878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -6325882.500000 Penalty: 5256.884277
	Iteration 31Q: 3 clusters Score -6325882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -6325879.000000 Penalty: 5256.884277
	Iteration 32Q: 3 clusters Score -6325879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -6325885.500000 Penalty: 5256.884277
	Iteration 33Q: 3 clusters Score -6325886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -6325890.500000 Penalty: 5256.884277
	Iteration 34Q: 3 clusters Score -6325890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -6325891.000000 Penalty: 5256.884277
	Iteration 35Q: 3 clusters Score -6325891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -6325891.000000 Penalty: 5256.884277
	Iteration 36Q: 3 clusters Score -6325891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -6325901.000000 Penalty: 5256.884277
	Iteration 37Q: 3 clusters Score -6325901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -6325902.000000 Penalty: 5256.884277
	Iteration 38Q: 3 clusters Score -6325902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -6325904.500000 Penalty: 5256.884277
	Iteration 39Q: 3 clusters Score -6325904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -6325907.000000 Penalty: 5256.884277
	Iteration 40F: 3 clusters Score -6325907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -6325903.500000 Penalty: 5256.884277
	Iteration 41Q: 3 clusters Score -6325904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -6325902.500000 Penalty: 5256.884277
	Iteration 42Q: 3 clusters Score -6325902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -6325906.000000 Penalty: 5256.884277
	Iteration 43Q: 3 clusters Score -6325906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -6325903.500000 Penalty: 5256.884277
	Iteration 44Q: 3 clusters Score -6325904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -6325907.500000 Penalty: 5256.884277
	Iteration 45Q: 3 clusters Score -6325908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6325907.000000 Penalty: 5256.884277
	Iteration 46Q: 3 clusters Score -6325907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -6325907.000000 Penalty: 5256.884277
	Iteration 47Q: 3 clusters Score -6325907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -6325907.000000 Penalty: 5256.884277
	Iteration 48F: 3 clusters Score -6325907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -299372.781250 Penalty: 1881.904297
	Iteration 0F: 2 clusters Score -299372.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -296766.250000 Penalty: 3763.808594
	Iteration 0F: 3 clusters Score -296766.2 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -297242.468750 Penalty: 3763.808594
	Iteration 1F: 3 clusters Score -297242.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -297386.375000 Penalty: 3763.808594
	Iteration 2F: 3 clusters Score -297386.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -297478.781250 Penalty: 3763.808594
	Iteration 3Q: 3 clusters Score -297478.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -297541.250000 Penalty: 3763.808594
	Iteration 4Q: 3 clusters Score -297541.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -297593.468750 Penalty: 3763.808594
	Iteration 5Q: 3 clusters Score -297593.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -297645.187500 Penalty: 3763.808594
	Iteration 6Q: 3 clusters Score -297645.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -297707.531250 Penalty: 3763.808594
	Iteration 7Q: 3 clusters Score -297707.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -297753.875000 Penalty: 3763.808594
	Iteration 8Q: 3 clusters Score -297753.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -297815.812500 Penalty: 3763.808594
	Iteration 9Q: 3 clusters Score -297815.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -297882.656250 Penalty: 3763.808594
	Iteration 10Q: 3 clusters Score -297882.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -297973.843750 Penalty: 3763.808594
	Iteration 11Q: 3 clusters Score -297973.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -298061.562500 Penalty: 3763.808594
	Iteration 12Q: 3 clusters Score -298061.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -298139.375000 Penalty: 3763.808594
	Iteration 13Q: 3 clusters Score -298139.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -298201.375000 Penalty: 3763.808594
	Iteration 14Q: 3 clusters Score -298201.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -298268.031250 Penalty: 3763.808594
	Iteration 15Q: 3 clusters Score -298268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -298329.468750 Penalty: 3763.808594
	Iteration 16Q: 3 clusters Score -298329.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -298393.031250 Penalty: 3763.808594
	Iteration 17Q: 3 clusters Score -298393 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -298478.718750 Penalty: 3763.808594
	Iteration 18Q: 3 clusters Score -298478.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -298581.718750 Penalty: 3763.808594
	Iteration 19Q: 3 clusters Score -298581.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -298713.750000 Penalty: 3763.808594
	Iteration 20F: 3 clusters Score -298713.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -298841.593750 Penalty: 3763.808594
	Iteration 21Q: 3 clusters Score -298841.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -298946.562500 Penalty: 3763.808594
	Iteration 22Q: 3 clusters Score -298946.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -298998.906250 Penalty: 3763.808594
	Iteration 23Q: 3 clusters Score -298998.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -299045.218750 Penalty: 3763.808594
	Iteration 24Q: 3 clusters Score -299045.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -299123.843750 Penalty: 3763.808594
	Iteration 25Q: 3 clusters Score -299123.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -299234.906250 Penalty: 3763.808594
	Iteration 26Q: 3 clusters Score -299234.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -299296.937500 Penalty: 3763.808594
	Iteration 27Q: 3 clusters Score -299296.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -299322.750000 Penalty: 3763.808594
	Iteration 28Q: 3 clusters Score -299322.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -299325.375000 Penalty: 3763.808594
	Iteration 29Q: 3 clusters Score -299325.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -299326.375000 Penalty: 3763.808594
	Iteration 30Q: 3 clusters Score -299326.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -299326.593750 Penalty: 3763.808594
	Iteration 31Q: 3 clusters Score -299326.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -299327.468750 Penalty: 3763.808594
	Iteration 32F: 3 clusters Score -299327.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -299331.343750 Penalty: 3763.808594
	Iteration 33Q: 3 clusters Score -299331.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -299333.718750 Penalty: 3763.808594
	Iteration 34Q: 3 clusters Score -299333.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -299333.718750 Penalty: 3763.808594
	Iteration 35F: 3 clusters Score -299333.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (83 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Entering Unmasked Estep 
Score: -8432.240234 Penalty: 1095.872437
	Iteration 0F: 2 clusters Score -8432.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -7822.328125 Penalty: 2191.744873
	Iteration 0F: 3 clusters Score -7822.328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Entering Unmasked Estep 
Score: -647809.250000 Penalty: 2068.196045
	Iteration 0F: 2 clusters Score -647809.2 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 2068 members 
Entering Unmasked Estep 
Score: -643825.937500 Penalty: 4136.392090
	Iteration 0F: 3 clusters Score -643825.9 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -644747.250000 Penalty: 4136.392090
	Iteration 1F: 3 clusters Score -644747.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -645007.937500 Penalty: 4136.392090
	Iteration 2F: 3 clusters Score -645007.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -645188.687500 Penalty: 4136.392090
	Iteration 3F: 3 clusters Score -645188.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -645319.437500 Penalty: 4136.392090
	Iteration 4Q: 3 clusters Score -645319.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -645429.625000 Penalty: 4136.392090
	Iteration 5Q: 3 clusters Score -645429.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -645519.187500 Penalty: 4136.392090
	Iteration 6Q: 3 clusters Score -645519.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -645603.687500 Penalty: 4136.392090
	Iteration 7Q: 3 clusters Score -645603.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -645722.062500 Penalty: 4136.392090
	Iteration 8Q: 3 clusters Score -645722.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -645836.625000 Penalty: 4136.392090
	Iteration 9Q: 3 clusters Score -645836.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -645929.625000 Penalty: 4136.392090
	Iteration 10Q: 3 clusters Score -645929.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -646017.375000 Penalty: 4136.392090
	Iteration 11Q: 3 clusters Score -646017.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -646082.812500 Penalty: 4136.392090
	Iteration 12Q: 3 clusters Score -646082.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -646129.500000 Penalty: 4136.392090
	Iteration 13Q: 3 clusters Score -646129.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -646166.375000 Penalty: 4136.392090
	Iteration 14Q: 3 clusters Score -646166.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -646197.875000 Penalty: 4136.392090
	Iteration 15Q: 3 clusters Score -646197.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -646219.625000 Penalty: 4136.392090
	Iteration 16Q: 3 clusters Score -646219.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -646232.562500 Penalty: 4136.392090
	Iteration 17Q: 3 clusters Score -646232.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -646239.125000 Penalty: 4136.392090
	Iteration 18Q: 3 clusters Score -646239.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -646250.375000 Penalty: 4136.392090
	Iteration 19Q: 3 clusters Score -646250.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -646257.625000 Penalty: 4136.392090
	Iteration 20F: 3 clusters Score -646257.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -646263.125000 Penalty: 4136.392090
	Iteration 21Q: 3 clusters Score -646263.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -646270.000000 Penalty: 4136.392090
	Iteration 22Q: 3 clusters Score -646270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -646271.937500 Penalty: 4136.392090
	Iteration 23Q: 3 clusters Score -646271.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -646275.562500 Penalty: 4136.392090
	Iteration 24Q: 3 clusters Score -646275.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -646276.312500 Penalty: 4136.392090
	Iteration 25Q: 3 clusters Score -646276.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -646277.750000 Penalty: 4136.392090
	Iteration 26Q: 3 clusters Score -646277.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -646278.187500 Penalty: 4136.392090
	Iteration 27Q: 3 clusters Score -646278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -646279.000000 Penalty: 4136.392090
	Iteration 28Q: 3 clusters Score -646279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -646279.500000 Penalty: 4136.392090
	Iteration 29Q: 3 clusters Score -646279.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -646279.250000 Penalty: 4136.392090
	Iteration 30Q: 3 clusters Score -646279.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -646279.250000 Penalty: 4136.392090
	Iteration 31F: 3 clusters Score -646279.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (14774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Entering Unmasked Estep 
Score: -2186369.500000 Penalty: 2380.954834
	Iteration 0F: 2 clusters Score -2186370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2175774.750000 Penalty: 4761.909668
	Iteration 0F: 3 clusters Score -2175775 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2179485.000000 Penalty: 4761.909668
	Iteration 1F: 3 clusters Score -2179485 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2180193.250000 Penalty: 4761.909668
	Iteration 2F: 3 clusters Score -2180193 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2180821.750000 Penalty: 4761.909668
	Iteration 3F: 3 clusters Score -2180822 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2181342.750000 Penalty: 4761.909668
	Iteration 4F: 3 clusters Score -2181343 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2181807.500000 Penalty: 4761.909668
	Iteration 5F: 3 clusters Score -2181808 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2182165.250000 Penalty: 4761.909668
	Iteration 6Q: 3 clusters Score -2182165 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2182491.250000 Penalty: 4761.909668
	Iteration 7Q: 3 clusters Score -2182491 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2182769.500000 Penalty: 4761.909668
	Iteration 8Q: 3 clusters Score -2182770 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2182990.750000 Penalty: 4761.909668
	Iteration 9Q: 3 clusters Score -2182991 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2183127.500000 Penalty: 4761.909668
	Iteration 10Q: 3 clusters Score -2183128 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2183228.000000 Penalty: 4761.909668
	Iteration 11Q: 3 clusters Score -2183228 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2183288.250000 Penalty: 4761.909668
	Iteration 12Q: 3 clusters Score -2183288 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2183322.750000 Penalty: 4761.909668
	Iteration 13Q: 3 clusters Score -2183323 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2183356.750000 Penalty: 4761.909668
	Iteration 14Q: 3 clusters Score -2183357 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2183381.500000 Penalty: 4761.909668
	Iteration 15Q: 3 clusters Score -2183382 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2183407.000000 Penalty: 4761.909668
	Iteration 16Q: 3 clusters Score -2183407 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2183436.750000 Penalty: 4761.909668
	Iteration 17Q: 3 clusters Score -2183437 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2183453.750000 Penalty: 4761.909668
	Iteration 18Q: 3 clusters Score -2183454 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2183472.000000 Penalty: 4761.909668
	Iteration 19Q: 3 clusters Score -2183472 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2183490.250000 Penalty: 4761.909668
	Iteration 20F: 3 clusters Score -2183490 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2183500.750000 Penalty: 4761.909668
	Iteration 21Q: 3 clusters Score -2183501 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2183517.750000 Penalty: 4761.909668
	Iteration 22Q: 3 clusters Score -2183518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2183540.000000 Penalty: 4761.909668
	Iteration 23Q: 3 clusters Score -2183540 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -2183548.000000 Penalty: 4761.909668
	Iteration 24Q: 3 clusters Score -2183548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2183560.750000 Penalty: 4761.909668
	Iteration 25Q: 3 clusters Score -2183561 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2183569.500000 Penalty: 4761.909668
	Iteration 26Q: 3 clusters Score -2183570 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2183589.250000 Penalty: 4761.909668
	Iteration 27Q: 3 clusters Score -2183589 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2183603.000000 Penalty: 4761.909668
	Iteration 28Q: 3 clusters Score -2183603 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2183614.500000 Penalty: 4761.909668
	Iteration 29Q: 3 clusters Score -2183614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2183619.250000 Penalty: 4761.909668
	Iteration 30Q: 3 clusters Score -2183619 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2183629.250000 Penalty: 4761.909668
	Iteration 31Q: 3 clusters Score -2183629 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2183642.750000 Penalty: 4761.909668
	Iteration 32Q: 3 clusters Score -2183643 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2183649.250000 Penalty: 4761.909668
	Iteration 33Q: 3 clusters Score -2183649 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2183659.750000 Penalty: 4761.909668
	Iteration 34Q: 3 clusters Score -2183660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2183669.250000 Penalty: 4761.909668
	Iteration 35Q: 3 clusters Score -2183669 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2183674.250000 Penalty: 4761.909668
	Iteration 36Q: 3 clusters Score -2183674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2183686.250000 Penalty: 4761.909668
	Iteration 37Q: 3 clusters Score -2183686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2183698.500000 Penalty: 4761.909668
	Iteration 38Q: 3 clusters Score -2183698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2183707.250000 Penalty: 4761.909668
	Iteration 39Q: 3 clusters Score -2183707 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2183726.000000 Penalty: 4761.909668
	Iteration 40F: 3 clusters Score -2183726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2183733.750000 Penalty: 4761.909668
	Iteration 41Q: 3 clusters Score -2183734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2183743.750000 Penalty: 4761.909668
	Iteration 42Q: 3 clusters Score -2183744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2183759.000000 Penalty: 4761.909668
	Iteration 43Q: 3 clusters Score -2183759 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2183774.250000 Penalty: 4761.909668
	Iteration 44Q: 3 clusters Score -2183774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2183778.500000 Penalty: 4761.909668
	Iteration 45Q: 3 clusters Score -2183778 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2183785.750000 Penalty: 4761.909668
	Iteration 46Q: 3 clusters Score -2183786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2183798.750000 Penalty: 4761.909668
	Iteration 47Q: 3 clusters Score -2183799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2183797.000000 Penalty: 4761.909668
	Iteration 48Q: 3 clusters Score -2183797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2183805.500000 Penalty: 4761.909668
	Iteration 49Q: 3 clusters Score -2183806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2183808.500000 Penalty: 4761.909668
	Iteration 50Q: 3 clusters Score -2183808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2183813.000000 Penalty: 4761.909668
	Iteration 51Q: 3 clusters Score -2183813 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2183814.750000 Penalty: 4761.909668
	Iteration 52Q: 3 clusters Score -2183815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2183814.750000 Penalty: 4761.909668
	Iteration 53Q: 3 clusters Score -2183815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2183821.250000 Penalty: 4761.909668
	Iteration 54Q: 3 clusters Score -2183821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2183827.500000 Penalty: 4761.909668
	Iteration 55Q: 3 clusters Score -2183828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2183829.750000 Penalty: 4761.909668
	Iteration 56Q: 3 clusters Score -2183830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2183829.250000 Penalty: 4761.909668
	Iteration 57Q: 3 clusters Score -2183829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2183828.500000 Penalty: 4761.909668
	Iteration 58Q: 3 clusters Score -2183828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2183827.750000 Penalty: 4761.909668
	Iteration 59Q: 3 clusters Score -2183828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2183828.750000 Penalty: 4761.909668
	Iteration 60F: 3 clusters Score -2183829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2183830.750000 Penalty: 4761.909668
	Iteration 61Q: 3 clusters Score -2183831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2183832.750000 Penalty: 4761.909668
	Iteration 62Q: 3 clusters Score -2183833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2183842.250000 Penalty: 4761.909668
	Iteration 63Q: 3 clusters Score -2183842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2183841.000000 Penalty: 4761.909668
	Iteration 64Q: 3 clusters Score -2183841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2183851.000000 Penalty: 4761.909668
	Iteration 65Q: 3 clusters Score -2183851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2183851.250000 Penalty: 4761.909668
	Iteration 66Q: 3 clusters Score -2183851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2183849.750000 Penalty: 4761.909668
	Iteration 67Q: 3 clusters Score -2183850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2183854.250000 Penalty: 4761.909668
	Iteration 68Q: 3 clusters Score -2183854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2183851.500000 Penalty: 4761.909668
	Iteration 69Q: 3 clusters Score -2183852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2183859.000000 Penalty: 4761.909668
	Iteration 70Q: 3 clusters Score -2183859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2183867.750000 Penalty: 4761.909668
	Iteration 71Q: 3 clusters Score -2183868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2183872.500000 Penalty: 4761.909668
	Iteration 72Q: 3 clusters Score -2183872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2183888.000000 Penalty: 4761.909668
	Iteration 73Q: 3 clusters Score -2183888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2183890.750000 Penalty: 4761.909668
	Iteration 74Q: 3 clusters Score -2183891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2183898.250000 Penalty: 4761.909668
	Iteration 75Q: 3 clusters Score -2183898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2183905.750000 Penalty: 4761.909668
	Iteration 76Q: 3 clusters Score -2183906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2183907.500000 Penalty: 4761.909668
	Iteration 77Q: 3 clusters Score -2183908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2183920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2183924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2183935 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2183942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2183942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2183951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2183963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2183964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2183968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2183966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2183968 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2183973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2183981 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2183988 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2183993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2183999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2184004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2184009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2184020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2184026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2184033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2184044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2184054 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2184068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2184079 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2184095 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2184103 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2184120 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2184136 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2184140 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2184148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2184152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2184156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2184162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2184168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2184174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2184178 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2184184 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2184187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2184190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2184204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2184209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2184212.750000 Penalty: 4761.909668
	Iteration 120F: 3 clusters Score -2184213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2184218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2184220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2184223.500000 Penalty: 4761.909668
	Iteration 123Q: 3 clusters Score -2184224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2184224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2184224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2184227.000000 Penalty: 4761.909668
	Iteration 126Q: 3 clusters Score -2184227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2184226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2184229.000000 Penalty: 4761.909668
	Iteration 128Q: 3 clusters Score -2184229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2184230.250000 Penalty: 4761.909668
	Iteration 129Q: 3 clusters Score -2184230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2184233.750000 Penalty: 4761.909668
	Iteration 130Q: 3 clusters Score -2184234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2184239.500000 Penalty: 4761.909668
	Iteration 131Q: 3 clusters Score -2184240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2184238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2184240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2184244.250000 Penalty: 4761.909668
	Iteration 134Q: 3 clusters Score -2184244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2184245.000000 Penalty: 4761.909668
	Iteration 135Q: 3 clusters Score -2184245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2184243.250000 Penalty: 4761.909668
	Iteration 136Q: 3 clusters Score -2184243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2184251.250000 Penalty: 4761.909668
	Iteration 137Q: 3 clusters Score -2184251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2184255.750000 Penalty: 4761.909668
	Iteration 138Q: 3 clusters Score -2184256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2184255.500000 Penalty: 4761.909668
	Iteration 139Q: 3 clusters Score -2184256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2184259.500000 Penalty: 4761.909668
	Iteration 140F: 3 clusters Score -2184260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2184265.000000 Penalty: 4761.909668
	Iteration 141Q: 3 clusters Score -2184265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2184270.000000 Penalty: 4761.909668
	Iteration 142Q: 3 clusters Score -2184270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2184275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2184280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2184283.250000 Penalty: 4761.909668
	Iteration 145Q: 3 clusters Score -2184283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2184288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2184290.750000 Penalty: 4761.909668
	Iteration 147Q: 3 clusters Score -2184291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2184291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2184290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2184286.500000 Penalty: 4761.909668
	Iteration 150Q: 3 clusters Score -2184286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2184287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2184292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2184292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2184292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2184292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2184292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2184294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2184297.750000 Penalty: 4761.909668
	Iteration 158Q: 3 clusters Score -2184298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2184299.250000 Penalty: 4761.909668
	Iteration 159Q: 3 clusters Score -2184299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2184301.250000 Penalty: 4761.909668
	Iteration 160F: 3 clusters Score -2184301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2184300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2184304.750000 Penalty: 4761.909668
	Iteration 162Q: 3 clusters Score -2184305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2184308.500000 Penalty: 4761.909668
	Iteration 163Q: 3 clusters Score -2184308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2184310.000000 Penalty: 4761.909668
	Iteration 164Q: 3 clusters Score -2184310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2184310 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2184310 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2184311.750000 Penalty: 4761.909668
	Iteration 167Q: 3 clusters Score -2184312 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2184310 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1429 members 
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Entering Unmasked Estep 
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	Iteration 169F: 3 clusters Score -2184310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -45563.097656 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -45563.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44262.699219 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -44262.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44365.195312 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -44365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -44386.078125 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -44386.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -44391.527344 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -44391.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -44391.527344 Penalty: 2834.011475
	Iteration 4F: 3 clusters Score -44391.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (15350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Entering Unmasked Estep 
Score: -2464887.750000 Penalty: 2390.439941
	Iteration 0F: 2 clusters Score -2464888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2453792.250000 Penalty: 4780.879883
	Iteration 0F: 3 clusters Score -2453792 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2457301.500000 Penalty: 4780.879883
	Iteration 1F: 3 clusters Score -2457302 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2457691.750000 Penalty: 4780.879883
	Iteration 2F: 3 clusters Score -2457692 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2458022.000000 Penalty: 4780.879883
	Iteration 3F: 3 clusters Score -2458022 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2458379.250000 Penalty: 4780.879883
	Iteration 4Q: 3 clusters Score -2458379 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2458838.750000 Penalty: 4780.879883
	Iteration 5F: 3 clusters Score -2458839 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2459401.250000 Penalty: 4780.879883
	Iteration 6F: 3 clusters Score -2459401 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2460083.000000 Penalty: 4780.879883
	Iteration 7F: 3 clusters Score -2460083 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2460808.250000 Penalty: 4780.879883
	Iteration 8F: 3 clusters Score -2460808 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2461367.500000 Penalty: 4780.879883
	Iteration 9F: 3 clusters Score -2461368 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2461777.000000 Penalty: 4780.879883
	Iteration 10Q: 3 clusters Score -2461777 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2462092.500000 Penalty: 4780.879883
	Iteration 11Q: 3 clusters Score -2462092 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2462302.250000 Penalty: 4780.879883
	Iteration 12Q: 3 clusters Score -2462302 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2462441.000000 Penalty: 4780.879883
	Iteration 13Q: 3 clusters Score -2462441 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2462540.500000 Penalty: 4780.879883
	Iteration 14Q: 3 clusters Score -2462540 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2462627.000000 Penalty: 4780.879883
	Iteration 15Q: 3 clusters Score -2462627 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2462691.250000 Penalty: 4780.879883
	Iteration 16Q: 3 clusters Score -2462691 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2462742.250000 Penalty: 4780.879883
	Iteration 17Q: 3 clusters Score -2462742 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2462784.250000 Penalty: 4780.879883
	Iteration 18Q: 3 clusters Score -2462784 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2462819.250000 Penalty: 4780.879883
	Iteration 19Q: 3 clusters Score -2462819 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2462851.750000 Penalty: 4780.879883
	Iteration 20F: 3 clusters Score -2462852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2462877.750000 Penalty: 4780.879883
	Iteration 21Q: 3 clusters Score -2462878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2462901.250000 Penalty: 4780.879883
	Iteration 22Q: 3 clusters Score -2462901 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2462932.000000 Penalty: 4780.879883
	Iteration 23Q: 3 clusters Score -2462932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2462955.750000 Penalty: 4780.879883
	Iteration 24Q: 3 clusters Score -2462956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2462975.500000 Penalty: 4780.879883
	Iteration 25Q: 3 clusters Score -2462976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2462990.250000 Penalty: 4780.879883
	Iteration 26Q: 3 clusters Score -2462990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2463005.250000 Penalty: 4780.879883
	Iteration 27Q: 3 clusters Score -2463005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2463008.750000 Penalty: 4780.879883
	Iteration 28Q: 3 clusters Score -2463009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2463018.750000 Penalty: 4780.879883
	Iteration 29Q: 3 clusters Score -2463019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2463022.500000 Penalty: 4780.879883
	Iteration 30Q: 3 clusters Score -2463022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2463024.500000 Penalty: 4780.879883
	Iteration 31Q: 3 clusters Score -2463024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2463027.250000 Penalty: 4780.879883
	Iteration 32Q: 3 clusters Score -2463027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2463035.750000 Penalty: 4780.879883
	Iteration 33Q: 3 clusters Score -2463036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2463036.500000 Penalty: 4780.879883
	Iteration 34Q: 3 clusters Score -2463036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2463039.750000 Penalty: 4780.879883
	Iteration 35Q: 3 clusters Score -2463040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2463037.750000 Penalty: 4780.879883
	Iteration 36Q: 3 clusters Score -2463038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2463039.500000 Penalty: 4780.879883
	Iteration 37Q: 3 clusters Score -2463040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2463039.250000 Penalty: 4780.879883
	Iteration 38Q: 3 clusters Score -2463039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2463039.250000 Penalty: 4780.879883
	Iteration 39F: 3 clusters Score -2463039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (21426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Entering Unmasked Estep 
Score: -3447377.500000 Penalty: 2473.145508
	Iteration 0F: 2 clusters Score -3447378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -3432288.500000 Penalty: 4946.291016
	Iteration 0F: 3 clusters Score -3432288 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3437400.250000 Penalty: 4946.291016
	Iteration 1F: 3 clusters Score -3437400 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3437725.250000 Penalty: 4946.291016
	Iteration 2Q: 3 clusters Score -3437725 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3438030.000000 Penalty: 4946.291016
	Iteration 3Q: 3 clusters Score -3438030 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -3438360.000000 Penalty: 4946.291016
	Iteration 4Q: 3 clusters Score -3438360 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3438793.250000 Penalty: 4946.291016
	Iteration 5Q: 3 clusters Score -3438793 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -3439402.500000 Penalty: 4946.291016
	Iteration 6Q: 3 clusters Score -3439402 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -3440324.250000 Penalty: 4946.291016
	Iteration 7F: 3 clusters Score -3440324 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3441520.000000 Penalty: 4946.291016
	Iteration 8F: 3 clusters Score -3441520 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3442770.000000 Penalty: 4946.291016
	Iteration 9F: 3 clusters Score -3442770 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3443775.250000 Penalty: 4946.291016
	Iteration 10F: 3 clusters Score -3443775 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3444415.750000 Penalty: 4946.291016
	Iteration 11Q: 3 clusters Score -3444416 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3444783.000000 Penalty: 4946.291016
	Iteration 12Q: 3 clusters Score -3444783 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3444966.250000 Penalty: 4946.291016
	Iteration 13Q: 3 clusters Score -3444966 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3445087.750000 Penalty: 4946.291016
	Iteration 14Q: 3 clusters Score -3445088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3445144.500000 Penalty: 4946.291016
	Iteration 15Q: 3 clusters Score -3445144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3445181.000000 Penalty: 4946.291016
	Iteration 16Q: 3 clusters Score -3445181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3445199.000000 Penalty: 4946.291016
	Iteration 17Q: 3 clusters Score -3445199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3445212.250000 Penalty: 4946.291016
	Iteration 18Q: 3 clusters Score -3445212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3445221.500000 Penalty: 4946.291016
	Iteration 19Q: 3 clusters Score -3445222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3445222.250000 Penalty: 4946.291016
	Iteration 20F: 3 clusters Score -3445222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3445229.750000 Penalty: 4946.291016
	Iteration 21Q: 3 clusters Score -3445230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3445230.750000 Penalty: 4946.291016
	Iteration 22Q: 3 clusters Score -3445231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3445237.500000 Penalty: 4946.291016
	Iteration 23Q: 3 clusters Score -3445238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3445250.750000 Penalty: 4946.291016
	Iteration 24Q: 3 clusters Score -3445251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3445263.000000 Penalty: 4946.291016
	Iteration 25Q: 3 clusters Score -3445263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3445269.250000 Penalty: 4946.291016
	Iteration 26Q: 3 clusters Score -3445269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3445271.500000 Penalty: 4946.291016
	Iteration 27Q: 3 clusters Score -3445272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3445273.750000 Penalty: 4946.291016
	Iteration 28Q: 3 clusters Score -3445274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3445273.750000 Penalty: 4946.291016
	Iteration 29F: 3 clusters Score -3445274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Entering Unmasked Estep 
Score: -664843.437500 Penalty: 2083.808838
	Iteration 0F: 2 clusters Score -664843.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -660658.562500 Penalty: 4167.617676
	Iteration 0F: 3 clusters Score -660658.6 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -661681.062500 Penalty: 4167.617676
	Iteration 1F: 3 clusters Score -661681.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -661899.750000 Penalty: 4167.617676
	Iteration 2F: 3 clusters Score -661899.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -662047.000000 Penalty: 4167.617676
	Iteration 3F: 3 clusters Score -662047 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -662179.625000 Penalty: 4167.617676
	Iteration 4Q: 3 clusters Score -662179.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -662265.187500 Penalty: 4167.617676
	Iteration 5Q: 3 clusters Score -662265.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -662333.625000 Penalty: 4167.617676
	Iteration 6Q: 3 clusters Score -662333.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -662386.625000 Penalty: 4167.617676
	Iteration 7Q: 3 clusters Score -662386.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -662427.937500 Penalty: 4167.617676
	Iteration 8Q: 3 clusters Score -662427.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -662467.250000 Penalty: 4167.617676
	Iteration 9Q: 3 clusters Score -662467.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -662506.687500 Penalty: 4167.617676
	Iteration 10Q: 3 clusters Score -662506.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -662539.875000 Penalty: 4167.617676
	Iteration 11Q: 3 clusters Score -662539.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -662582.375000 Penalty: 4167.617676
	Iteration 12Q: 3 clusters Score -662582.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -662618.687500 Penalty: 4167.617676
	Iteration 13Q: 3 clusters Score -662618.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -662651.375000 Penalty: 4167.617676
	Iteration 14Q: 3 clusters Score -662651.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -662678.375000 Penalty: 4167.617676
	Iteration 15Q: 3 clusters Score -662678.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -662706.250000 Penalty: 4167.617676
	Iteration 16Q: 3 clusters Score -662706.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -662730.250000 Penalty: 4167.617676
	Iteration 17Q: 3 clusters Score -662730.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -662748.062500 Penalty: 4167.617676
	Iteration 18Q: 3 clusters Score -662748.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -662763.687500 Penalty: 4167.617676
	Iteration 19Q: 3 clusters Score -662763.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -662779.750000 Penalty: 4167.617676
	Iteration 20F: 3 clusters Score -662779.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -662789.750000 Penalty: 4167.617676
	Iteration 21Q: 3 clusters Score -662789.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -662803.250000 Penalty: 4167.617676
	Iteration 22Q: 3 clusters Score -662803.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -662814.312500 Penalty: 4167.617676
	Iteration 23Q: 3 clusters Score -662814.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -662820.437500 Penalty: 4167.617676
	Iteration 24Q: 3 clusters Score -662820.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -662826.687500 Penalty: 4167.617676
	Iteration 25Q: 3 clusters Score -662826.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -662832.937500 Penalty: 4167.617676
	Iteration 26Q: 3 clusters Score -662832.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -662841.187500 Penalty: 4167.617676
	Iteration 27Q: 3 clusters Score -662841.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -662850.062500 Penalty: 4167.617676
	Iteration 28Q: 3 clusters Score -662850.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -662859.687500 Penalty: 4167.617676
	Iteration 29Q: 3 clusters Score -662859.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -662868.187500 Penalty: 4167.617676
	Iteration 30Q: 3 clusters Score -662868.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -662875.937500 Penalty: 4167.617676
	Iteration 31Q: 3 clusters Score -662875.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -662881.187500 Penalty: 4167.617676
	Iteration 32Q: 3 clusters Score -662881.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -662887.500000 Penalty: 4167.617676
	Iteration 33Q: 3 clusters Score -662887.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -662896.250000 Penalty: 4167.617676
	Iteration 34Q: 3 clusters Score -662896.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -662904.000000 Penalty: 4167.617676
	Iteration 35Q: 3 clusters Score -662904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -662910.812500 Penalty: 4167.617676
	Iteration 36Q: 3 clusters Score -662910.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -662916.000000 Penalty: 4167.617676
	Iteration 37Q: 3 clusters Score -662916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -662923.312500 Penalty: 4167.617676
	Iteration 38Q: 3 clusters Score -662923.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -662928.250000 Penalty: 4167.617676
	Iteration 39Q: 3 clusters Score -662928.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -662932.750000 Penalty: 4167.617676
	Iteration 40F: 3 clusters Score -662932.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -662937.750000 Penalty: 4167.617676
	Iteration 41Q: 3 clusters Score -662937.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -662938.312500 Penalty: 4167.617676
	Iteration 42Q: 3 clusters Score -662938.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -662943.062500 Penalty: 4167.617676
	Iteration 43Q: 3 clusters Score -662943.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -662944.875000 Penalty: 4167.617676
	Iteration 44Q: 3 clusters Score -662944.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -662947.375000 Penalty: 4167.617676
	Iteration 45Q: 3 clusters Score -662947.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -662950.562500 Penalty: 4167.617676
	Iteration 46Q: 3 clusters Score -662950.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -662955.437500 Penalty: 4167.617676
	Iteration 47Q: 3 clusters Score -662955.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -662961.875000 Penalty: 4167.617676
	Iteration 48Q: 3 clusters Score -662961.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -662966.250000 Penalty: 4167.617676
	Iteration 49Q: 3 clusters Score -662966.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -662971.937500 Penalty: 4167.617676
	Iteration 50Q: 3 clusters Score -662971.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -662978.625000 Penalty: 4167.617676
	Iteration 51Q: 3 clusters Score -662978.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -662991.625000 Penalty: 4167.617676
	Iteration 52Q: 3 clusters Score -662991.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -663004.375000 Penalty: 4167.617676
	Iteration 53Q: 3 clusters Score -663004.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -663017.875000 Penalty: 4167.617676
	Iteration 54Q: 3 clusters Score -663017.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -663026.812500 Penalty: 4167.617676
	Iteration 55Q: 3 clusters Score -663026.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -663034.812500 Penalty: 4167.617676
	Iteration 56Q: 3 clusters Score -663034.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -663041.375000 Penalty: 4167.617676
	Iteration 57Q: 3 clusters Score -663041.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -663047.187500 Penalty: 4167.617676
	Iteration 58Q: 3 clusters Score -663047.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -663050.812500 Penalty: 4167.617676
	Iteration 59Q: 3 clusters Score -663050.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -663054.875000 Penalty: 4167.617676
	Iteration 60F: 3 clusters Score -663054.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -663060.312500 Penalty: 4167.617676
	Iteration 61Q: 3 clusters Score -663060.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -663064.250000 Penalty: 4167.617676
	Iteration 62Q: 3 clusters Score -663064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -663068.125000 Penalty: 4167.617676
	Iteration 63Q: 3 clusters Score -663068.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -663070.875000 Penalty: 4167.617676
	Iteration 64Q: 3 clusters Score -663070.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -663073.000000 Penalty: 4167.617676
	Iteration 65Q: 3 clusters Score -663073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -663076.875000 Penalty: 4167.617676
	Iteration 66Q: 3 clusters Score -663076.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -663081.187500 Penalty: 4167.617676
	Iteration 67Q: 3 clusters Score -663081.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -663084.812500 Penalty: 4167.617676
	Iteration 68Q: 3 clusters Score -663084.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -663087.187500 Penalty: 4167.617676
	Iteration 69Q: 3 clusters Score -663087.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -663090.312500 Penalty: 4167.617676
	Iteration 70Q: 3 clusters Score -663090.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -663092.937500 Penalty: 4167.617676
	Iteration 71Q: 3 clusters Score -663092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -663093.625000 Penalty: 4167.617676
	Iteration 72Q: 3 clusters Score -663093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -663092.687500 Penalty: 4167.617676
	Iteration 73Q: 3 clusters Score -663092.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -663093.562500 Penalty: 4167.617676
	Iteration 74Q: 3 clusters Score -663093.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -663093.562500 Penalty: 4167.617676
	Iteration 75F: 3 clusters Score -663093.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Entering Unmasked Estep 
Score: -656833.875000 Penalty: 2072.134277
	Iteration 0F: 2 clusters Score -656833.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -652786.875000 Penalty: 4144.268555
	Iteration 0F: 3 clusters Score -652786.9 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -653853.687500 Penalty: 4144.268555
	Iteration 1F: 3 clusters Score -653853.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -654167.250000 Penalty: 4144.268555
	Iteration 2F: 3 clusters Score -654167.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -654383.125000 Penalty: 4144.268555
	Iteration 3F: 3 clusters Score -654383.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -654534.562500 Penalty: 4144.268555
	Iteration 4Q: 3 clusters Score -654534.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -654655.812500 Penalty: 4144.268555
	Iteration 5Q: 3 clusters Score -654655.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -654742.625000 Penalty: 4144.268555
	Iteration 6Q: 3 clusters Score -654742.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -654807.062500 Penalty: 4144.268555
	Iteration 7Q: 3 clusters Score -654807.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -654846.312500 Penalty: 4144.268555
	Iteration 8Q: 3 clusters Score -654846.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -654879.125000 Penalty: 4144.268555
	Iteration 9Q: 3 clusters Score -654879.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -654903.312500 Penalty: 4144.268555
	Iteration 10Q: 3 clusters Score -654903.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -654919.125000 Penalty: 4144.268555
	Iteration 11Q: 3 clusters Score -654919.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -654929.562500 Penalty: 4144.268555
	Iteration 12Q: 3 clusters Score -654929.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -654939.250000 Penalty: 4144.268555
	Iteration 13Q: 3 clusters Score -654939.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -654948.062500 Penalty: 4144.268555
	Iteration 14Q: 3 clusters Score -654948.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -654953.375000 Penalty: 4144.268555
	Iteration 15Q: 3 clusters Score -654953.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -654961.812500 Penalty: 4144.268555
	Iteration 16Q: 3 clusters Score -654961.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -654969.437500 Penalty: 4144.268555
	Iteration 17Q: 3 clusters Score -654969.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -654976.875000 Penalty: 4144.268555
	Iteration 18Q: 3 clusters Score -654976.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -654981.375000 Penalty: 4144.268555
	Iteration 19Q: 3 clusters Score -654981.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -654986.312500 Penalty: 4144.268555
	Iteration 20F: 3 clusters Score -654986.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -654989.562500 Penalty: 4144.268555
	Iteration 21Q: 3 clusters Score -654989.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -654993.562500 Penalty: 4144.268555
	Iteration 22Q: 3 clusters Score -654993.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -654993.312500 Penalty: 4144.268555
	Iteration 23Q: 3 clusters Score -654993.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -654995.875000 Penalty: 4144.268555
	Iteration 24Q: 3 clusters Score -654995.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -654997.437500 Penalty: 4144.268555
	Iteration 25Q: 3 clusters Score -654997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -654997.437500 Penalty: 4144.268555
	Iteration 26F: 3 clusters Score -654997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37618 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36858 members 
Mstep: Class 14 contains 26747 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64677 members 
Mstep: Class 17 contains 3370 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122713 members 
Mstep: Class 24 contains 17656 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108090 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51881 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21426 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567992.000000 Penalty: 165189.625000
Iteration 239Q: 50 clusters Score -1.22568e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10882 members 
Mstep: Class 5 contains 37618 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36858 members 
Mstep: Class 14 contains 26747 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64678 members 
Mstep: Class 17 contains 3369 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122709 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108086 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51879 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21434 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568024.000000 Penalty: 165189.625000
Iteration 240F: 50 clusters Score -1.22568e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10883 members 
Mstep: Class 5 contains 37619 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36858 members 
Mstep: Class 14 contains 26747 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64679 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122701 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108086 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51877 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21442 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568048.000000 Penalty: 165189.625000
Iteration 241Q: 50 clusters Score -1.22568e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10883 members 
Mstep: Class 5 contains 37619 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36859 members 
Mstep: Class 14 contains 26747 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64679 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122692 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108087 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51877 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21449 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568048.000000 Penalty: 165189.625000
Iteration 242Q: 50 clusters Score -1.22568e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10883 members 
Mstep: Class 5 contains 37619 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36860 members 
Mstep: Class 14 contains 26747 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64677 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122686 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108089 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51876 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21455 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568088.000000 Penalty: 165189.625000
Iteration 243Q: 50 clusters Score -1.225681e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10883 members 
Mstep: Class 5 contains 37619 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36860 members 
Mstep: Class 14 contains 26745 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64678 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122683 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108089 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51875 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21461 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568088.000000 Penalty: 165189.625000
Iteration 244Q: 50 clusters Score -1.225681e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10883 members 
Mstep: Class 5 contains 37619 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36859 members 
Mstep: Class 14 contains 26745 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64682 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122679 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108085 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51874 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21467 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568064.000000 Penalty: 165189.625000
Iteration 245Q: 50 clusters Score -1.225681e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10883 members 
Mstep: Class 5 contains 37619 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36859 members 
Mstep: Class 14 contains 26743 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64685 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122669 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108083 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51874 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21478 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568056.000000 Penalty: 165189.625000
Iteration 246Q: 50 clusters Score -1.225681e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10883 members 
Mstep: Class 5 contains 37620 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36857 members 
Mstep: Class 14 contains 26741 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64686 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26943 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122660 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108086 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51873 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21488 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568088.000000 Penalty: 165189.625000
Iteration 247Q: 50 clusters Score -1.225681e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10882 members 
Mstep: Class 5 contains 37620 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15862 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36857 members 
Mstep: Class 14 contains 26741 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64688 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26943 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122648 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108084 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51873 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21502 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568056.000000 Penalty: 165189.625000
Iteration 248Q: 50 clusters Score -1.225681e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37620 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15862 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36855 members 
Mstep: Class 14 contains 26740 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64690 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26943 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122635 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108086 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51871 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21517 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568040.000000 Penalty: 165189.625000
Iteration 249Q: 50 clusters Score -1.22568e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37620 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15863 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36853 members 
Mstep: Class 14 contains 26738 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64692 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122626 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108085 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51870 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21528 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568048.000000 Penalty: 165189.625000
Iteration 250Q: 50 clusters Score -1.22568e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37621 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15862 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36852 members 
Mstep: Class 14 contains 26735 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64695 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122620 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108085 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51865 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21586 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21540 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568096.000000 Penalty: 165189.625000
Iteration 251Q: 50 clusters Score -1.225681e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37620 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15862 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26734 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64699 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26944 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122611 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108086 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51864 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21587 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21547 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568168.000000 Penalty: 165189.625000
Iteration 252Q: 50 clusters Score -1.225682e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37619 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15862 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36849 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64703 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122605 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108085 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51861 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21588 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21556 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568144.000000 Penalty: 165189.625000
Iteration 253Q: 50 clusters Score -1.225681e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37618 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15861 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36849 members 
Mstep: Class 14 contains 26731 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64707 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122597 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108083 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51861 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21589 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21565 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568152.000000 Penalty: 165189.625000
Iteration 254Q: 50 clusters Score -1.225682e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37616 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15859 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36850 members 
Mstep: Class 14 contains 26728 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64709 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122592 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108084 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51861 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21589 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21572 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568176.000000 Penalty: 165189.625000
Iteration 255Q: 50 clusters Score -1.225682e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37615 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15858 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26726 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64712 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122588 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108081 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51860 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21590 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21579 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568144.000000 Penalty: 165189.625000
Iteration 256Q: 50 clusters Score -1.225681e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37613 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15857 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36852 members 
Mstep: Class 14 contains 26726 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64716 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122582 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108079 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51860 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21592 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21582 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568080.000000 Penalty: 165189.625000
Iteration 257Q: 50 clusters Score -1.225681e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37612 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15857 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36853 members 
Mstep: Class 14 contains 26726 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64716 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122580 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108078 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51860 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21593 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21584 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568064.000000 Penalty: 165189.625000
Iteration 258Q: 50 clusters Score -1.225681e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37610 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15857 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36853 members 
Mstep: Class 14 contains 26726 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64716 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122579 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108079 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51860 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21594 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21584 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568080.000000 Penalty: 165189.625000
Iteration 259Q: 50 clusters Score -1.225681e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37609 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15857 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36853 members 
Mstep: Class 14 contains 26726 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64716 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122580 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 16467 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 108079 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51860 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21584 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568064.000000 Penalty: 165189.625000
Iteration 260F: 50 clusters Score -1.225681e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37607 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15857 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36853 members 
Mstep: Class 14 contains 26726 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64717 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122581 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 16467 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108079 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51860 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21596 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21584 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568032.000000 Penalty: 165189.625000
Iteration 261Q: 50 clusters Score -1.22568e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37607 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15856 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36853 members 
Mstep: Class 14 contains 26726 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64719 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122580 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 16467 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108079 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51860 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21596 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21584 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568024.000000 Penalty: 165189.625000
Iteration 262Q: 50 clusters Score -1.22568e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37607 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15855 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36853 members 
Mstep: Class 14 contains 26726 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64723 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122577 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 16467 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108079 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51860 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21596 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21584 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568056.000000 Penalty: 165189.625000
Iteration 263Q: 50 clusters Score -1.225681e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37607 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15854 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36852 members 
Mstep: Class 14 contains 26726 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64727 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4054 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122575 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 16467 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108079 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51859 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21596 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568056.000000 Penalty: 165189.625000
Iteration 264Q: 50 clusters Score -1.225681e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37607 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36852 members 
Mstep: Class 14 contains 26726 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64731 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122572 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 16467 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108079 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21596 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568024.000000 Penalty: 165189.625000
Iteration 265Q: 50 clusters Score -1.22568e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37607 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15854 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64734 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122570 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 16467 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108079 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21596 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568048.000000 Penalty: 165189.625000
Iteration 266Q: 50 clusters Score -1.22568e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37607 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15854 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64737 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122567 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 16467 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108079 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21596 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568048.000000 Penalty: 165189.625000
Iteration 267Q: 50 clusters Score -1.22568e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37607 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64740 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122565 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 16467 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108079 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21596 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568048.000000 Penalty: 165189.625000
Iteration 268Q: 50 clusters Score -1.22568e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37607 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64745 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122560 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9867 members 
Mstep: Class 27 contains 16467 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108079 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21596 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568024.000000 Penalty: 165189.625000
Iteration 269Q: 50 clusters Score -1.22568e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37607 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64750 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122555 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9868 members 
Mstep: Class 27 contains 16467 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108079 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21596 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40077 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14773 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568000.000000 Penalty: 165189.625000
Iteration 270Q: 50 clusters Score -1.22568e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37606 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64753 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12826 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122551 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108079 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21596 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40076 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14773 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568048.000000 Penalty: 165189.625000
Iteration 271Q: 50 clusters Score -1.22568e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37605 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64756 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12827 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122548 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9870 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108079 members 
Mstep: Class 30 contains 9921 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21596 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40075 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14773 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568040.000000 Penalty: 165189.625000
Iteration 272Q: 50 clusters Score -1.22568e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37604 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12828 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122547 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9872 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108079 members 
Mstep: Class 30 contains 9920 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21596 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40074 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14773 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568016.000000 Penalty: 165189.625000
Iteration 273Q: 50 clusters Score -1.22568e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37604 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122547 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108079 members 
Mstep: Class 30 contains 9917 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4253 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40074 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14774 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568064.000000 Penalty: 165189.625000
Iteration 274Q: 50 clusters Score -1.225681e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37604 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122547 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16468 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108080 members 
Mstep: Class 30 contains 9913 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4254 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40074 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14776 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568032.000000 Penalty: 165189.625000
Iteration 275Q: 50 clusters Score -1.22568e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37604 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122547 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108080 members 
Mstep: Class 30 contains 9912 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4254 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40074 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14776 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568008.000000 Penalty: 165189.625000
Iteration 276Q: 50 clusters Score -1.22568e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37604 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122547 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108080 members 
Mstep: Class 30 contains 9910 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4254 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40074 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14777 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568016.000000 Penalty: 165189.625000
Iteration 277Q: 50 clusters Score -1.22568e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37604 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122547 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108080 members 
Mstep: Class 30 contains 9909 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4254 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14779 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568016.000000 Penalty: 165189.625000
Iteration 278Q: 50 clusters Score -1.22568e+08 nChanged 1
Entering ConstructFrom: 
Score: -122568016.000000 Penalty: 165189.625000
Entering ConstructFrom: 
Trying to split cluster 1 (12256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Entering Unmasked Estep 
Score: -1976112.500000 Penalty: 2334.615234
	Iteration 0F: 2 clusters Score -1976112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1967088.125000 Penalty: 4669.230469
	Iteration 0F: 3 clusters Score -1967088 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1969818.875000 Penalty: 4669.230469
	Iteration 1F: 3 clusters Score -1969819 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1970141.000000 Penalty: 4669.230469
	Iteration 2F: 3 clusters Score -1970141 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1970356.500000 Penalty: 4669.230469
	Iteration 3Q: 3 clusters Score -1970356 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1970510.250000 Penalty: 4669.230469
	Iteration 4Q: 3 clusters Score -1970510 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1970626.875000 Penalty: 4669.230469
	Iteration 5Q: 3 clusters Score -1970627 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1970764.250000 Penalty: 4669.230469
	Iteration 6Q: 3 clusters Score -1970764 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1970935.625000 Penalty: 4669.230469
	Iteration 7Q: 3 clusters Score -1970936 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1971139.500000 Penalty: 4669.230469
	Iteration 8Q: 3 clusters Score -1971140 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1971356.375000 Penalty: 4669.230469
	Iteration 9Q: 3 clusters Score -1971356 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1971609.625000 Penalty: 4669.230469
	Iteration 10Q: 3 clusters Score -1971610 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1971884.625000 Penalty: 4669.230469
	Iteration 11Q: 3 clusters Score -1971885 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1972173.750000 Penalty: 4669.230469
	Iteration 12Q: 3 clusters Score -1972174 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1972485.625000 Penalty: 4669.230469
	Iteration 13Q: 3 clusters Score -1972486 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1972812.125000 Penalty: 4669.230469
	Iteration 14Q: 3 clusters Score -1972812 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1973129.875000 Penalty: 4669.230469
	Iteration 15Q: 3 clusters Score -1973130 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1973453.250000 Penalty: 4669.230469
	Iteration 16Q: 3 clusters Score -1973453 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1973722.000000 Penalty: 4669.230469
	Iteration 17Q: 3 clusters Score -1973722 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1973950.875000 Penalty: 4669.230469
	Iteration 18Q: 3 clusters Score -1973951 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1974127.875000 Penalty: 4669.230469
	Iteration 19Q: 3 clusters Score -1974128 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1974267.250000 Penalty: 4669.230469
	Iteration 20F: 3 clusters Score -1974267 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1974359.000000 Penalty: 4669.230469
	Iteration 21Q: 3 clusters Score -1974359 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1974418.750000 Penalty: 4669.230469
	Iteration 22Q: 3 clusters Score -1974419 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1974455.500000 Penalty: 4669.230469
	Iteration 23Q: 3 clusters Score -1974456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1974494.250000 Penalty: 4669.230469
	Iteration 24Q: 3 clusters Score -1974494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1974513.750000 Penalty: 4669.230469
	Iteration 25Q: 3 clusters Score -1974514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1974526.875000 Penalty: 4669.230469
	Iteration 26Q: 3 clusters Score -1974527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1974529.500000 Penalty: 4669.230469
	Iteration 27Q: 3 clusters Score -1974530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1974533.750000 Penalty: 4669.230469
	Iteration 28Q: 3 clusters Score -1974534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1974538.375000 Penalty: 4669.230469
	Iteration 29Q: 3 clusters Score -1974538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1974539.375000 Penalty: 4669.230469
	Iteration 30Q: 3 clusters Score -1974539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1974542.750000 Penalty: 4669.230469
	Iteration 31Q: 3 clusters Score -1974543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1974543.625000 Penalty: 4669.230469
	Iteration 32Q: 3 clusters Score -1974544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1974544.375000 Penalty: 4669.230469
	Iteration 33Q: 3 clusters Score -1974544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1974546.250000 Penalty: 4669.230469
	Iteration 34Q: 3 clusters Score -1974546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1974545.750000 Penalty: 4669.230469
	Iteration 35Q: 3 clusters Score -1974546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1974548.750000 Penalty: 4669.230469
	Iteration 36Q: 3 clusters Score -1974549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1974547.000000 Penalty: 4669.230469
	Iteration 37Q: 3 clusters Score -1974547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1974547.000000 Penalty: 4669.230469
	Iteration 38F: 3 clusters Score -1974547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Entering Unmasked Estep 
Score: -1000955.812500 Penalty: 2180.213135
	Iteration 0F: 2 clusters Score -1000956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -995408.437500 Penalty: 4360.426270
	Iteration 0F: 3 clusters Score -995408.4 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -997217.875000 Penalty: 4360.426270
	Iteration 1F: 3 clusters Score -997217.9 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -997937.750000 Penalty: 4360.426270
	Iteration 2F: 3 clusters Score -997937.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -998604.187500 Penalty: 4360.426270
	Iteration 3F: 3 clusters Score -998604.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -999042.375000 Penalty: 4360.426270
	Iteration 4F: 3 clusters Score -999042.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -999329.625000 Penalty: 4360.426270
	Iteration 5F: 3 clusters Score -999329.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -999557.562500 Penalty: 4360.426270
	Iteration 6Q: 3 clusters Score -999557.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -999691.250000 Penalty: 4360.426270
	Iteration 7Q: 3 clusters Score -999691.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -999789.625000 Penalty: 4360.426270
	Iteration 8Q: 3 clusters Score -999789.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -999858.312500 Penalty: 4360.426270
	Iteration 9Q: 3 clusters Score -999858.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -999914.187500 Penalty: 4360.426270
	Iteration 10Q: 3 clusters Score -999914.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -999962.375000 Penalty: 4360.426270
	Iteration 11Q: 3 clusters Score -999962.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -999996.062500 Penalty: 4360.426270
	Iteration 12Q: 3 clusters Score -999996.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1000028.875000 Penalty: 4360.426270
	Iteration 13Q: 3 clusters Score -1000029 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1000056.875000 Penalty: 4360.426270
	Iteration 14Q: 3 clusters Score -1000057 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1000090.437500 Penalty: 4360.426270
	Iteration 15Q: 3 clusters Score -1000090 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1000126.062500 Penalty: 4360.426270
	Iteration 16Q: 3 clusters Score -1000126 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1000167.250000 Penalty: 4360.426270
	Iteration 17Q: 3 clusters Score -1000167 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1000209.937500 Penalty: 4360.426270
	Iteration 18Q: 3 clusters Score -1000210 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1000251.312500 Penalty: 4360.426270
	Iteration 19Q: 3 clusters Score -1000251 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1000307.437500 Penalty: 4360.426270
	Iteration 20F: 3 clusters Score -1000307 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1000369.750000 Penalty: 4360.426270
	Iteration 21Q: 3 clusters Score -1000370 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1000408.187500 Penalty: 4360.426270
	Iteration 22Q: 3 clusters Score -1000408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1000436.125000 Penalty: 4360.426270
	Iteration 23Q: 3 clusters Score -1000436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1000458.687500 Penalty: 4360.426270
	Iteration 24Q: 3 clusters Score -1000459 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1000471.000000 Penalty: 4360.426270
	Iteration 25Q: 3 clusters Score -1000471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1000484.312500 Penalty: 4360.426270
	Iteration 26Q: 3 clusters Score -1000484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1000491.812500 Penalty: 4360.426270
	Iteration 27Q: 3 clusters Score -1000492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1000494.562500 Penalty: 4360.426270
	Iteration 28Q: 3 clusters Score -1000495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1000499.500000 Penalty: 4360.426270
	Iteration 29Q: 3 clusters Score -1000500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1000505.125000 Penalty: 4360.426270
	Iteration 30Q: 3 clusters Score -1000505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1000508.937500 Penalty: 4360.426270
	Iteration 31Q: 3 clusters Score -1000509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1000513.000000 Penalty: 4360.426270
	Iteration 32Q: 3 clusters Score -1000513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1000516.312500 Penalty: 4360.426270
	Iteration 33Q: 3 clusters Score -1000516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1000518.375000 Penalty: 4360.426270
	Iteration 34Q: 3 clusters Score -1000518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1000519.687500 Penalty: 4360.426270
	Iteration 35Q: 3 clusters Score -1000520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1000524.937500 Penalty: 4360.426270
	Iteration 36Q: 3 clusters Score -1000525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1000530.437500 Penalty: 4360.426270
	Iteration 37Q: 3 clusters Score -1000530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1000533.875000 Penalty: 4360.426270
	Iteration 38Q: 3 clusters Score -1000534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1000536.312500 Penalty: 4360.426270
	Iteration 39Q: 3 clusters Score -1000536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1000536.875000 Penalty: 4360.426270
	Iteration 40F: 3 clusters Score -1000537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1000536.687500 Penalty: 4360.426270
	Iteration 41Q: 3 clusters Score -1000537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1000536.937500 Penalty: 4360.426270
	Iteration 42Q: 3 clusters Score -1000537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1000536.937500 Penalty: 4360.426270
	Iteration 43F: 3 clusters Score -1000537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Entering Unmasked Estep 
Score: -776920.437500 Penalty: 2110.122070
	Iteration 0F: 2 clusters Score -776920.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -772427.125000 Penalty: 4220.244141
	Iteration 0F: 3 clusters Score -772427.1 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -773499.000000 Penalty: 4220.244141
	Iteration 1F: 3 clusters Score -773499 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -773681.750000 Penalty: 4220.244141
	Iteration 2F: 3 clusters Score -773681.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -773799.687500 Penalty: 4220.244141
	Iteration 3Q: 3 clusters Score -773799.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -773904.312500 Penalty: 4220.244141
	Iteration 4Q: 3 clusters Score -773904.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -773993.625000 Penalty: 4220.244141
	Iteration 5Q: 3 clusters Score -773993.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -774081.125000 Penalty: 4220.244141
	Iteration 6Q: 3 clusters Score -774081.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -774161.937500 Penalty: 4220.244141
	Iteration 7Q: 3 clusters Score -774161.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -774246.500000 Penalty: 4220.244141
	Iteration 8Q: 3 clusters Score -774246.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -774337.562500 Penalty: 4220.244141
	Iteration 9Q: 3 clusters Score -774337.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -774412.500000 Penalty: 4220.244141
	Iteration 10Q: 3 clusters Score -774412.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -774473.437500 Penalty: 4220.244141
	Iteration 11Q: 3 clusters Score -774473.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -774518.187500 Penalty: 4220.244141
	Iteration 12Q: 3 clusters Score -774518.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -774558.250000 Penalty: 4220.244141
	Iteration 13Q: 3 clusters Score -774558.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -774595.187500 Penalty: 4220.244141
	Iteration 14Q: 3 clusters Score -774595.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -774627.125000 Penalty: 4220.244141
	Iteration 15Q: 3 clusters Score -774627.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -774655.187500 Penalty: 4220.244141
	Iteration 16Q: 3 clusters Score -774655.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -774679.875000 Penalty: 4220.244141
	Iteration 17Q: 3 clusters Score -774679.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -774705.750000 Penalty: 4220.244141
	Iteration 18Q: 3 clusters Score -774705.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -774746.562500 Penalty: 4220.244141
	Iteration 19Q: 3 clusters Score -774746.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -774797.875000 Penalty: 4220.244141
	Iteration 20F: 3 clusters Score -774797.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -774848.187500 Penalty: 4220.244141
	Iteration 21Q: 3 clusters Score -774848.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -774905.125000 Penalty: 4220.244141
	Iteration 22Q: 3 clusters Score -774905.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -774956.312500 Penalty: 4220.244141
	Iteration 23Q: 3 clusters Score -774956.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -775005.875000 Penalty: 4220.244141
	Iteration 24Q: 3 clusters Score -775005.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -775056.250000 Penalty: 4220.244141
	Iteration 25Q: 3 clusters Score -775056.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -775091.250000 Penalty: 4220.244141
	Iteration 26Q: 3 clusters Score -775091.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -775117.000000 Penalty: 4220.244141
	Iteration 27Q: 3 clusters Score -775117 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -775134.625000 Penalty: 4220.244141
	Iteration 28Q: 3 clusters Score -775134.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -775144.562500 Penalty: 4220.244141
	Iteration 29Q: 3 clusters Score -775144.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -775153.250000 Penalty: 4220.244141
	Iteration 30Q: 3 clusters Score -775153.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -775157.125000 Penalty: 4220.244141
	Iteration 31Q: 3 clusters Score -775157.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -775158.125000 Penalty: 4220.244141
	Iteration 32Q: 3 clusters Score -775158.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -775161.437500 Penalty: 4220.244141
	Iteration 33Q: 3 clusters Score -775161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -775164.875000 Penalty: 4220.244141
	Iteration 34Q: 3 clusters Score -775164.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -775171.500000 Penalty: 4220.244141
	Iteration 35Q: 3 clusters Score -775171.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -775177.125000 Penalty: 4220.244141
	Iteration 36Q: 3 clusters Score -775177.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -775184.437500 Penalty: 4220.244141
	Iteration 37Q: 3 clusters Score -775184.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -775188.062500 Penalty: 4220.244141
	Iteration 38Q: 3 clusters Score -775188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -775189.312500 Penalty: 4220.244141
	Iteration 39Q: 3 clusters Score -775189.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -775196.812500 Penalty: 4220.244141
	Iteration 40F: 3 clusters Score -775196.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -775198.812500 Penalty: 4220.244141
	Iteration 41Q: 3 clusters Score -775198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -775202.562500 Penalty: 4220.244141
	Iteration 42Q: 3 clusters Score -775202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -775203.312500 Penalty: 4220.244141
	Iteration 43Q: 3 clusters Score -775203.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -775204.312500 Penalty: 4220.244141
	Iteration 44Q: 3 clusters Score -775204.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -775206.250000 Penalty: 4220.244141
	Iteration 45Q: 3 clusters Score -775206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -775208.375000 Penalty: 4220.244141
	Iteration 46Q: 3 clusters Score -775208.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -775213.500000 Penalty: 4220.244141
	Iteration 47Q: 3 clusters Score -775213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -775214.437500 Penalty: 4220.244141
	Iteration 48Q: 3 clusters Score -775214.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -775214.437500 Penalty: 4220.244141
	Iteration 49F: 3 clusters Score -775214.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1584179.750000 Penalty: 2305.103760
	Iteration 0F: 2 clusters Score -1584180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1576009.375000 Penalty: 4610.207520
	Iteration 0F: 3 clusters Score -1576009 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1578580.875000 Penalty: 4610.207520
	Iteration 1F: 3 clusters Score -1578581 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1579038.000000 Penalty: 4610.207520
	Iteration 2F: 3 clusters Score -1579038 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1579445.375000 Penalty: 4610.207520
	Iteration 3F: 3 clusters Score -1579445 nChanged 653
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: -1579857.750000 Penalty: 4610.207520
	Iteration 4F: 3 clusters Score -1579858 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1580186.000000 Penalty: 4610.207520
	Iteration 5F: 3 clusters Score -1580186 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1580474.625000 Penalty: 4610.207520
	Iteration 6Q: 3 clusters Score -1580475 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1580742.000000 Penalty: 4610.207520
	Iteration 7Q: 3 clusters Score -1580742 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1580971.375000 Penalty: 4610.207520
	Iteration 8Q: 3 clusters Score -1580971 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1581172.250000 Penalty: 4610.207520
	Iteration 9Q: 3 clusters Score -1581172 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1581340.250000 Penalty: 4610.207520
	Iteration 10Q: 3 clusters Score -1581340 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1581513.625000 Penalty: 4610.207520
	Iteration 11Q: 3 clusters Score -1581514 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1581680.500000 Penalty: 4610.207520
	Iteration 12Q: 3 clusters Score -1581680 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1581842.250000 Penalty: 4610.207520
	Iteration 13Q: 3 clusters Score -1581842 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1581981.750000 Penalty: 4610.207520
	Iteration 14Q: 3 clusters Score -1581982 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1582094.500000 Penalty: 4610.207520
	Iteration 15Q: 3 clusters Score -1582094 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1582196.875000 Penalty: 4610.207520
	Iteration 16Q: 3 clusters Score -1582197 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1582263.625000 Penalty: 4610.207520
	Iteration 17Q: 3 clusters Score -1582264 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1582318.875000 Penalty: 4610.207520
	Iteration 18Q: 3 clusters Score -1582319 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1582357.375000 Penalty: 4610.207520
	Iteration 19Q: 3 clusters Score -1582357 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1582393.750000 Penalty: 4610.207520
	Iteration 20F: 3 clusters Score -1582394 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1582429.375000 Penalty: 4610.207520
	Iteration 21Q: 3 clusters Score -1582429 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1582458.125000 Penalty: 4610.207520
	Iteration 22Q: 3 clusters Score -1582458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1582466.375000 Penalty: 4610.207520
	Iteration 23Q: 3 clusters Score -1582466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1582480.250000 Penalty: 4610.207520
	Iteration 24Q: 3 clusters Score -1582480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1582490.125000 Penalty: 4610.207520
	Iteration 25Q: 3 clusters Score -1582490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1582494.000000 Penalty: 4610.207520
	Iteration 26Q: 3 clusters Score -1582494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1582502.375000 Penalty: 4610.207520
	Iteration 27Q: 3 clusters Score -1582502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1582512.250000 Penalty: 4610.207520
	Iteration 28Q: 3 clusters Score -1582512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1582515.500000 Penalty: 4610.207520
	Iteration 29Q: 3 clusters Score -1582516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1582529.500000 Penalty: 4610.207520
	Iteration 30Q: 3 clusters Score -1582530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1582531.000000 Penalty: 4610.207520
	Iteration 31Q: 3 clusters Score -1582531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1582537.250000 Penalty: 4610.207520
	Iteration 32Q: 3 clusters Score -1582537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1582541.000000 Penalty: 4610.207520
	Iteration 33Q: 3 clusters Score -1582541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1582547.125000 Penalty: 4610.207520
	Iteration 34Q: 3 clusters Score -1582547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1582551.875000 Penalty: 4610.207520
	Iteration 35Q: 3 clusters Score -1582552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1582560.875000 Penalty: 4610.207520
	Iteration 36Q: 3 clusters Score -1582561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1582564.125000 Penalty: 4610.207520
	Iteration 37Q: 3 clusters Score -1582564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1582561.750000 Penalty: 4610.207520
	Iteration 38Q: 3 clusters Score -1582562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1582564.250000 Penalty: 4610.207520
	Iteration 39Q: 3 clusters Score -1582564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1582567.875000 Penalty: 4610.207520
	Iteration 40F: 3 clusters Score -1582568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1582569.500000 Penalty: 4610.207520
	Iteration 41Q: 3 clusters Score -1582570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1582575.125000 Penalty: 4610.207520
	Iteration 42Q: 3 clusters Score -1582575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1582582.375000 Penalty: 4610.207520
	Iteration 43Q: 3 clusters Score -1582582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1582585.125000 Penalty: 4610.207520
	Iteration 44Q: 3 clusters Score -1582585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1582583.125000 Penalty: 4610.207520
	Iteration 45Q: 3 clusters Score -1582583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1582586.875000 Penalty: 4610.207520
	Iteration 46Q: 3 clusters Score -1582587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1582584.125000 Penalty: 4610.207520
	Iteration 47Q: 3 clusters Score -1582584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1582587.625000 Penalty: 4610.207520
	Iteration 48Q: 3 clusters Score -1582588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1582591.000000 Penalty: 4610.207520
	Iteration 49Q: 3 clusters Score -1582591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1582590.125000 Penalty: 4610.207520
	Iteration 50Q: 3 clusters Score -1582590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1582590.125000 Penalty: 4610.207520
	Iteration 51Q: 3 clusters Score -1582590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1582593.125000 Penalty: 4610.207520
	Iteration 52Q: 3 clusters Score -1582593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1582593.125000 Penalty: 4610.207520
	Iteration 53F: 3 clusters Score -1582593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Entering Unmasked Estep 
Score: -5924398.500000 Penalty: 2612.646729
	Iteration 0F: 2 clusters Score -5924398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -5898800.500000 Penalty: 5225.293457
	Iteration 0F: 3 clusters Score -5898800 nChanged 17214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -5908261.000000 Penalty: 5225.293457
	Iteration 1F: 3 clusters Score -5908261 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -5908927.000000 Penalty: 5225.293457
	Iteration 2Q: 3 clusters Score -5908927 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -5909702.500000 Penalty: 5225.293457
	Iteration 3F: 3 clusters Score -5909702 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -5910830.000000 Penalty: 5225.293457
	Iteration 4F: 3 clusters Score -5910830 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -5912276.500000 Penalty: 5225.293457
	Iteration 5F: 3 clusters Score -5912276 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -5914003.500000 Penalty: 5225.293457
	Iteration 6F: 3 clusters Score -5914004 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -5915599.000000 Penalty: 5225.293457
	Iteration 7F: 3 clusters Score -5915599 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -5916985.500000 Penalty: 5225.293457
	Iteration 8F: 3 clusters Score -5916986 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -5918135.000000 Penalty: 5225.293457
	Iteration 9Q: 3 clusters Score -5918135 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -5919074.500000 Penalty: 5225.293457
	Iteration 10Q: 3 clusters Score -5919074 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -5920000.000000 Penalty: 5225.293457
	Iteration 11Q: 3 clusters Score -5920000 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -5920854.000000 Penalty: 5225.293457
	Iteration 12Q: 3 clusters Score -5920854 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -5921475.000000 Penalty: 5225.293457
	Iteration 13Q: 3 clusters Score -5921475 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -5921861.500000 Penalty: 5225.293457
	Iteration 14Q: 3 clusters Score -5921862 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -5922145.000000 Penalty: 5225.293457
	Iteration 15Q: 3 clusters Score -5922145 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -5922339.000000 Penalty: 5225.293457
	Iteration 16Q: 3 clusters Score -5922339 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -5922471.000000 Penalty: 5225.293457
	Iteration 17Q: 3 clusters Score -5922471 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -5922567.000000 Penalty: 5225.293457
	Iteration 18Q: 3 clusters Score -5922567 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -5922671.500000 Penalty: 5225.293457
	Iteration 19Q: 3 clusters Score -5922672 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -5922741.500000 Penalty: 5225.293457
	Iteration 20F: 3 clusters Score -5922742 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -5922813.500000 Penalty: 5225.293457
	Iteration 21Q: 3 clusters Score -5922814 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -5922876.000000 Penalty: 5225.293457
	Iteration 22Q: 3 clusters Score -5922876 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -5922944.000000 Penalty: 5225.293457
	Iteration 23Q: 3 clusters Score -5922944 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -5922994.500000 Penalty: 5225.293457
	Iteration 24Q: 3 clusters Score -5922994 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -5923026.500000 Penalty: 5225.293457
	Iteration 25Q: 3 clusters Score -5923026 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -5923059.000000 Penalty: 5225.293457
	Iteration 26Q: 3 clusters Score -5923059 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -5923102.000000 Penalty: 5225.293457
	Iteration 27Q: 3 clusters Score -5923102 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -5923138.000000 Penalty: 5225.293457
	Iteration 28Q: 3 clusters Score -5923138 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5923169.000000 Penalty: 5225.293457
	Iteration 29Q: 3 clusters Score -5923169 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -5923183.500000 Penalty: 5225.293457
	Iteration 30Q: 3 clusters Score -5923184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -5923188.000000 Penalty: 5225.293457
	Iteration 31Q: 3 clusters Score -5923188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -5923190.000000 Penalty: 5225.293457
	Iteration 32Q: 3 clusters Score -5923190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5923209.000000 Penalty: 5225.293457
	Iteration 33Q: 3 clusters Score -5923209 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -5923221.500000 Penalty: 5225.293457
	Iteration 34Q: 3 clusters Score -5923222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -5923217.500000 Penalty: 5225.293457
	Iteration 35Q: 3 clusters Score -5923218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -5923214.000000 Penalty: 5225.293457
	Iteration 36Q: 3 clusters Score -5923214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5923230.500000 Penalty: 5225.293457
	Iteration 37Q: 3 clusters Score -5923230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -5923247.000000 Penalty: 5225.293457
	Iteration 38Q: 3 clusters Score -5923247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -5923240.000000 Penalty: 5225.293457
	Iteration 39Q: 3 clusters Score -5923240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -5923250.500000 Penalty: 5225.293457
	Iteration 40F: 3 clusters Score -5923250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -5923254.500000 Penalty: 5225.293457
	Iteration 41Q: 3 clusters Score -5923254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -5923269.500000 Penalty: 5225.293457
	Iteration 42Q: 3 clusters Score -5923270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5923275.000000 Penalty: 5225.293457
	Iteration 43Q: 3 clusters Score -5923275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -5923273.000000 Penalty: 5225.293457
	Iteration 44Q: 3 clusters Score -5923273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -5923286.500000 Penalty: 5225.293457
	Iteration 45Q: 3 clusters Score -5923286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -5923284.000000 Penalty: 5225.293457
	Iteration 46Q: 3 clusters Score -5923284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -5923272.000000 Penalty: 5225.293457
	Iteration 47Q: 3 clusters Score -5923272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5923277.000000 Penalty: 5225.293457
	Iteration 48Q: 3 clusters Score -5923277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5923291.000000 Penalty: 5225.293457
	Iteration 49Q: 3 clusters Score -5923291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -5923286.000000 Penalty: 5225.293457
	Iteration 50Q: 3 clusters Score -5923286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5923289.500000 Penalty: 5225.293457
	Iteration 51Q: 3 clusters Score -5923290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -5923288.000000 Penalty: 5225.293457
	Iteration 52Q: 3 clusters Score -5923288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5923289.500000 Penalty: 5225.293457
	Iteration 53Q: 3 clusters Score -5923290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -5923290.500000 Penalty: 5225.293457
	Iteration 54Q: 3 clusters Score -5923290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -5923288.500000 Penalty: 5225.293457
	Iteration 55Q: 3 clusters Score -5923288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -5923295.500000 Penalty: 5225.293457
	Iteration 56Q: 3 clusters Score -5923296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -5923289.500000 Penalty: 5225.293457
	Iteration 57Q: 3 clusters Score -5923290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -5923287.000000 Penalty: 5225.293457
	Iteration 58Q: 3 clusters Score -5923287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -5923287.500000 Penalty: 5225.293457
	Iteration 59Q: 3 clusters Score -5923288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5923289.500000 Penalty: 5225.293457
	Iteration 60F: 3 clusters Score -5923290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5923287.000000 Penalty: 5225.293457
	Iteration 61Q: 3 clusters Score -5923287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5923292.500000 Penalty: 5225.293457
	Iteration 62Q: 3 clusters Score -5923292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5923294.500000 Penalty: 5225.293457
	Iteration 63Q: 3 clusters Score -5923294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5923297.500000 Penalty: 5225.293457
	Iteration 64Q: 3 clusters Score -5923298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5923297.500000 Penalty: 5225.293457
	Iteration 65F: 3 clusters Score -5923298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Entering Unmasked Estep 
Score: -940748.000000 Penalty: 2160.846191
	Iteration 0F: 2 clusters Score -940748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -935547.875000 Penalty: 4321.692383
	Iteration 0F: 3 clusters Score -935547.9 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -936870.187500 Penalty: 4321.692383
	Iteration 1F: 3 clusters Score -936870.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -937157.000000 Penalty: 4321.692383
	Iteration 2F: 3 clusters Score -937157 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -937442.062500 Penalty: 4321.692383
	Iteration 3F: 3 clusters Score -937442.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -937780.187500 Penalty: 4321.692383
	Iteration 4F: 3 clusters Score -937780.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -938144.000000 Penalty: 4321.692383
	Iteration 5F: 3 clusters Score -938144 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -938571.562500 Penalty: 4321.692383
	Iteration 6F: 3 clusters Score -938571.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -938927.687500 Penalty: 4321.692383
	Iteration 7F: 3 clusters Score -938927.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -939211.625000 Penalty: 4321.692383
	Iteration 8F: 3 clusters Score -939211.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -939397.250000 Penalty: 4321.692383
	Iteration 9Q: 3 clusters Score -939397.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -939527.625000 Penalty: 4321.692383
	Iteration 10Q: 3 clusters Score -939527.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -939606.312500 Penalty: 4321.692383
	Iteration 11Q: 3 clusters Score -939606.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -939659.750000 Penalty: 4321.692383
	Iteration 12Q: 3 clusters Score -939659.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -939696.625000 Penalty: 4321.692383
	Iteration 13Q: 3 clusters Score -939696.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -939719.375000 Penalty: 4321.692383
	Iteration 14Q: 3 clusters Score -939719.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -939738.625000 Penalty: 4321.692383
	Iteration 15Q: 3 clusters Score -939738.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -939747.937500 Penalty: 4321.692383
	Iteration 16Q: 3 clusters Score -939747.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -939759.562500 Penalty: 4321.692383
	Iteration 17Q: 3 clusters Score -939759.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -939765.562500 Penalty: 4321.692383
	Iteration 18Q: 3 clusters Score -939765.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -939772.125000 Penalty: 4321.692383
	Iteration 19Q: 3 clusters Score -939772.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -939777.062500 Penalty: 4321.692383
	Iteration 20F: 3 clusters Score -939777.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -939780.750000 Penalty: 4321.692383
	Iteration 21Q: 3 clusters Score -939780.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -939783.312500 Penalty: 4321.692383
	Iteration 22Q: 3 clusters Score -939783.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -939784.750000 Penalty: 4321.692383
	Iteration 23Q: 3 clusters Score -939784.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -939786.312500 Penalty: 4321.692383
	Iteration 24Q: 3 clusters Score -939786.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -939788.437500 Penalty: 4321.692383
	Iteration 25Q: 3 clusters Score -939788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -939788.875000 Penalty: 4321.692383
	Iteration 26Q: 3 clusters Score -939788.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -939790.375000 Penalty: 4321.692383
	Iteration 27Q: 3 clusters Score -939790.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -939790.375000 Penalty: 4321.692383
	Iteration 28Q: 3 clusters Score -939790.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -939793.750000 Penalty: 4321.692383
	Iteration 29Q: 3 clusters Score -939793.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -939793.250000 Penalty: 4321.692383
	Iteration 30Q: 3 clusters Score -939793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -939793.937500 Penalty: 4321.692383
	Iteration 31Q: 3 clusters Score -939793.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -939795.000000 Penalty: 4321.692383
	Iteration 32Q: 3 clusters Score -939795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -939797.687500 Penalty: 4321.692383
	Iteration 33Q: 3 clusters Score -939797.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -939801.437500 Penalty: 4321.692383
	Iteration 34Q: 3 clusters Score -939801.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -939799.812500 Penalty: 4321.692383
	Iteration 35Q: 3 clusters Score -939799.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -939802.187500 Penalty: 4321.692383
	Iteration 36Q: 3 clusters Score -939802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -939803.312500 Penalty: 4321.692383
	Iteration 37Q: 3 clusters Score -939803.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -939803.187500 Penalty: 4321.692383
	Iteration 38Q: 3 clusters Score -939803.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -939803.187500 Penalty: 4321.692383
	Iteration 39F: 3 clusters Score -939803.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -127736.585938 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -127736.6 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 441 members 
Entering Unmasked Estep 
Score: -125881.304688 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -125881.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -126186.968750 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -126187 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -126358.937500 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -126358.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -126545.945312 Penalty: 3366.211670
	Iteration 3F: 3 clusters Score -126545.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -126696.250000 Penalty: 3366.211670
	Iteration 4F: 3 clusters Score -126696.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -126770.984375 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -126771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -126816.414062 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -126816.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -126865.460938 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -126865.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -126901.507812 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -126901.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -126969.132812 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -126969.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -127071.546875 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -127071.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -127144.906250 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -127144.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -127181.546875 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -127181.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -127243.242188 Penalty: 3366.211670
	Iteration 13Q: 3 clusters Score -127243.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -127297.476562 Penalty: 3366.211670
	Iteration 14Q: 3 clusters Score -127297.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -127379.046875 Penalty: 3366.211670
	Iteration 15Q: 3 clusters Score -127379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -127451.093750 Penalty: 3366.211670
	Iteration 16Q: 3 clusters Score -127451.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -127534.132812 Penalty: 3366.211670
	Iteration 17Q: 3 clusters Score -127534.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -127623.257812 Penalty: 3366.211670
	Iteration 18Q: 3 clusters Score -127623.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -127687.796875 Penalty: 3366.211670
	Iteration 19Q: 3 clusters Score -127687.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -127739.218750 Penalty: 3366.211670
	Iteration 20F: 3 clusters Score -127739.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -127787.203125 Penalty: 3366.211670
	Iteration 21Q: 3 clusters Score -127787.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -127823.679688 Penalty: 3366.211670
	Iteration 22Q: 3 clusters Score -127823.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -127842.359375 Penalty: 3366.211670
	Iteration 23Q: 3 clusters Score -127842.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -127871.804688 Penalty: 3366.211670
	Iteration 24Q: 3 clusters Score -127871.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -127920.460938 Penalty: 3366.211670
	Iteration 25Q: 3 clusters Score -127920.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -127987.093750 Penalty: 3366.211670
	Iteration 26Q: 3 clusters Score -127987.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -128031.656250 Penalty: 3366.211670
	Iteration 27Q: 3 clusters Score -128031.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -128063.085938 Penalty: 3366.211670
	Iteration 28Q: 3 clusters Score -128063.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -128099.195312 Penalty: 3366.211670
	Iteration 29Q: 3 clusters Score -128099.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -128128.109375 Penalty: 3366.211670
	Iteration 30Q: 3 clusters Score -128128.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -128146.132812 Penalty: 3366.211670
	Iteration 31Q: 3 clusters Score -128146.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -128158.734375 Penalty: 3366.211670
	Iteration 32Q: 3 clusters Score -128158.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -128165.398438 Penalty: 3366.211670
	Iteration 33Q: 3 clusters Score -128165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -128177.046875 Penalty: 3366.211670
	Iteration 34Q: 3 clusters Score -128177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128180.843750 Penalty: 3366.211670
	Iteration 35Q: 3 clusters Score -128180.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128185.406250 Penalty: 3366.211670
	Iteration 36F: 3 clusters Score -128185.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -128195.640625 Penalty: 3366.211670
	Iteration 37Q: 3 clusters Score -128195.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -128205.570312 Penalty: 3366.211670
	Iteration 38Q: 3 clusters Score -128205.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -128205.570312 Penalty: 3366.211670
	Iteration 39F: 3 clusters Score -128205.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37604 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122547 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108080 members 
Mstep: Class 30 contains 9908 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4254 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14780 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Mstep: Class 50 contains 561 members 
Entering Unmasked Estep 
Score: -122566432.000000 Penalty: 168560.843750
Splitting cluster 7 changes total score from -122568016.000000 to -122566432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (15853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Entering Unmasked Estep 
Score: -2504360.000000 Penalty: 2398.436279
	Iteration 0F: 2 clusters Score -2504360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2492931.500000 Penalty: 4796.872559
	Iteration 0F: 3 clusters Score -2492932 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2496789.750000 Penalty: 4796.872559
	Iteration 1F: 3 clusters Score -2496790 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2497326.250000 Penalty: 4796.872559
	Iteration 2F: 3 clusters Score -2497326 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2497903.250000 Penalty: 4796.872559
	Iteration 3F: 3 clusters Score -2497903 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2498678.500000 Penalty: 4796.872559
	Iteration 4F: 3 clusters Score -2498678 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2499552.500000 Penalty: 4796.872559
	Iteration 5F: 3 clusters Score -2499552 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2500428.250000 Penalty: 4796.872559
	Iteration 6F: 3 clusters Score -2500428 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2501165.000000 Penalty: 4796.872559
	Iteration 7F: 3 clusters Score -2501165 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2501674.500000 Penalty: 4796.872559
	Iteration 8F: 3 clusters Score -2501674 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2501995.500000 Penalty: 4796.872559
	Iteration 9Q: 3 clusters Score -2501996 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2502232.000000 Penalty: 4796.872559
	Iteration 10Q: 3 clusters Score -2502232 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2502418.500000 Penalty: 4796.872559
	Iteration 11Q: 3 clusters Score -2502418 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2502577.000000 Penalty: 4796.872559
	Iteration 12Q: 3 clusters Score -2502577 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2502711.750000 Penalty: 4796.872559
	Iteration 13Q: 3 clusters Score -2502712 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -2502863.750000 Penalty: 4796.872559
	Iteration 14Q: 3 clusters Score -2502864 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2503028.500000 Penalty: 4796.872559
	Iteration 15Q: 3 clusters Score -2503028 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2503226.500000 Penalty: 4796.872559
	Iteration 16Q: 3 clusters Score -2503226 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2503479.250000 Penalty: 4796.872559
	Iteration 17Q: 3 clusters Score -2503479 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2503778.000000 Penalty: 4796.872559
	Iteration 18Q: 3 clusters Score -2503778 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2504042.250000 Penalty: 4796.872559
	Iteration 19Q: 3 clusters Score -2504042 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2504238.000000 Penalty: 4796.872559
	Iteration 20F: 3 clusters Score -2504238 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2504384.750000 Penalty: 4796.872559
	Iteration 21Q: 3 clusters Score -2504385 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2504453.750000 Penalty: 4796.872559
	Iteration 22Q: 3 clusters Score -2504454 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2504503.500000 Penalty: 4796.872559
	Iteration 23Q: 3 clusters Score -2504504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2504529.250000 Penalty: 4796.872559
	Iteration 24Q: 3 clusters Score -2504529 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2504545.500000 Penalty: 4796.872559
	Iteration 25Q: 3 clusters Score -2504546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2504555.000000 Penalty: 4796.872559
	Iteration 26Q: 3 clusters Score -2504555 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2504558.500000 Penalty: 4796.872559
	Iteration 27Q: 3 clusters Score -2504558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2504561.500000 Penalty: 4796.872559
	Iteration 28Q: 3 clusters Score -2504562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2504567.000000 Penalty: 4796.872559
	Iteration 29Q: 3 clusters Score -2504567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2504568.750000 Penalty: 4796.872559
	Iteration 30Q: 3 clusters Score -2504569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2504562.500000 Penalty: 4796.872559
	Iteration 31Q: 3 clusters Score -2504562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2504566.000000 Penalty: 4796.872559
	Iteration 32Q: 3 clusters Score -2504566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2504565.250000 Penalty: 4796.872559
	Iteration 33Q: 3 clusters Score -2504565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2504565.500000 Penalty: 4796.872559
	Iteration 34Q: 3 clusters Score -2504566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2504567.000000 Penalty: 4796.872559
	Iteration 35Q: 3 clusters Score -2504567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2504566.750000 Penalty: 4796.872559
	Iteration 36Q: 3 clusters Score -2504567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2504567.250000 Penalty: 4796.872559
	Iteration 37Q: 3 clusters Score -2504567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2504570.000000 Penalty: 4796.872559
	Iteration 38Q: 3 clusters Score -2504570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2504568.500000 Penalty: 4796.872559
	Iteration 39Q: 3 clusters Score -2504568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2504568.500000 Penalty: 4796.872559
	Iteration 40F: 3 clusters Score -2504568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37604 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122547 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108080 members 
Mstep: Class 30 contains 9908 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4254 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14780 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Mstep: Class 50 contains 8363 members 
Entering Unmasked Estep 
Score: -122567168.000000 Penalty: 168560.843750
Splitting cluster 8 changes total score from -122568016.000000 to -122567168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (6618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Entering Unmasked Estep 
Score: -1036799.625000 Penalty: 2181.791992
	Iteration 0F: 2 clusters Score -1036800 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 3305 members 
Entering Unmasked Estep 
Score: -1031301.062500 Penalty: 4363.583984
	Iteration 0F: 3 clusters Score -1031301 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1032763.625000 Penalty: 4363.583984
	Iteration 1F: 3 clusters Score -1032764 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1033113.312500 Penalty: 4363.583984
	Iteration 2F: 3 clusters Score -1033113 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1033449.500000 Penalty: 4363.583984
	Iteration 3F: 3 clusters Score -1033450 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1033753.812500 Penalty: 4363.583984
	Iteration 4F: 3 clusters Score -1033754 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1033995.312500 Penalty: 4363.583984
	Iteration 5F: 3 clusters Score -1033995 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1034162.625000 Penalty: 4363.583984
	Iteration 6Q: 3 clusters Score -1034163 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1034302.625000 Penalty: 4363.583984
	Iteration 7Q: 3 clusters Score -1034303 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1034421.875000 Penalty: 4363.583984
	Iteration 8Q: 3 clusters Score -1034422 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1034533.562500 Penalty: 4363.583984
	Iteration 9Q: 3 clusters Score -1034534 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1034637.187500 Penalty: 4363.583984
	Iteration 10Q: 3 clusters Score -1034637 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1034728.937500 Penalty: 4363.583984
	Iteration 11Q: 3 clusters Score -1034729 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1034798.750000 Penalty: 4363.583984
	Iteration 12Q: 3 clusters Score -1034799 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1034844.875000 Penalty: 4363.583984
	Iteration 13Q: 3 clusters Score -1034845 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1034880.875000 Penalty: 4363.583984
	Iteration 14Q: 3 clusters Score -1034881 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1034904.062500 Penalty: 4363.583984
	Iteration 15Q: 3 clusters Score -1034904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1034917.375000 Penalty: 4363.583984
	Iteration 16Q: 3 clusters Score -1034917 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1034932.875000 Penalty: 4363.583984
	Iteration 17Q: 3 clusters Score -1034933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1034944.562500 Penalty: 4363.583984
	Iteration 18Q: 3 clusters Score -1034945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1034951.500000 Penalty: 4363.583984
	Iteration 19Q: 3 clusters Score -1034952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1034957.687500 Penalty: 4363.583984
	Iteration 20F: 3 clusters Score -1034958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1034964.437500 Penalty: 4363.583984
	Iteration 21Q: 3 clusters Score -1034964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1034971.187500 Penalty: 4363.583984
	Iteration 22Q: 3 clusters Score -1034971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1034974.750000 Penalty: 4363.583984
	Iteration 23Q: 3 clusters Score -1034975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1034977.375000 Penalty: 4363.583984
	Iteration 24Q: 3 clusters Score -1034977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1034981.937500 Penalty: 4363.583984
	Iteration 25Q: 3 clusters Score -1034982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1034985.937500 Penalty: 4363.583984
	Iteration 26Q: 3 clusters Score -1034986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1034989.187500 Penalty: 4363.583984
	Iteration 27Q: 3 clusters Score -1034989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1034993.375000 Penalty: 4363.583984
	Iteration 28Q: 3 clusters Score -1034993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1034996.500000 Penalty: 4363.583984
	Iteration 29Q: 3 clusters Score -1034996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1034996.750000 Penalty: 4363.583984
	Iteration 30Q: 3 clusters Score -1034997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1034998.875000 Penalty: 4363.583984
	Iteration 31Q: 3 clusters Score -1034999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1034997.937500 Penalty: 4363.583984
	Iteration 32Q: 3 clusters Score -1034998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1034999.500000 Penalty: 4363.583984
	Iteration 33Q: 3 clusters Score -1035000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1034999.500000 Penalty: 4363.583984
	Iteration 34F: 3 clusters Score -1035000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -109409.085938 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -109409.1 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 391 members 
Entering Unmasked Estep 
Score: -107653.687500 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -107653.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107933.515625 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -107933.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -108079.781250 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -108079.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -108226.562500 Penalty: 3281.568359
	Iteration 3F: 3 clusters Score -108226.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -108326.742188 Penalty: 3281.568359
	Iteration 4Q: 3 clusters Score -108326.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108425.367188 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -108425.4 nChanged 27
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: -108532.398438 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -108532.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -108669.585938 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -108669.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -108796.031250 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -108796 nChanged 23
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: -108921.265625 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -108921.3 nChanged 26
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: -109046.718750 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -109046.7 nChanged 17
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: -109137.851562 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -109137.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -109197.289062 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -109197.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -109247.289062 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -109247.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -109307.453125 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -109307.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -109344.570312 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -109344.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -109354.687500 Penalty: 3281.568359
	Iteration 16Q: 3 clusters Score -109354.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -109356.312500 Penalty: 3281.568359
	Iteration 17Q: 3 clusters Score -109356.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -109356.312500 Penalty: 3281.568359
	Iteration 18F: 3 clusters Score -109356.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Entering Unmasked Estep 
Score: -1482726.500000 Penalty: 2268.291016
	Iteration 0F: 2 clusters Score -1482726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1475491.875000 Penalty: 4536.582031
	Iteration 0F: 3 clusters Score -1475492 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1477845.375000 Penalty: 4536.582031
	Iteration 1F: 3 clusters Score -1477845 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1478404.625000 Penalty: 4536.582031
	Iteration 2F: 3 clusters Score -1478405 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1478928.750000 Penalty: 4536.582031
	Iteration 3F: 3 clusters Score -1478929 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1479460.750000 Penalty: 4536.582031
	Iteration 4F: 3 clusters Score -1479461 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1479973.625000 Penalty: 4536.582031
	Iteration 5F: 3 clusters Score -1479974 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1480350.750000 Penalty: 4536.582031
	Iteration 6F: 3 clusters Score -1480351 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1480640.500000 Penalty: 4536.582031
	Iteration 7Q: 3 clusters Score -1480640 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1480841.000000 Penalty: 4536.582031
	Iteration 8Q: 3 clusters Score -1480841 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1480959.375000 Penalty: 4536.582031
	Iteration 9Q: 3 clusters Score -1480959 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1481052.125000 Penalty: 4536.582031
	Iteration 10Q: 3 clusters Score -1481052 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1481121.875000 Penalty: 4536.582031
	Iteration 11Q: 3 clusters Score -1481122 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1481167.000000 Penalty: 4536.582031
	Iteration 12Q: 3 clusters Score -1481167 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1481204.875000 Penalty: 4536.582031
	Iteration 13Q: 3 clusters Score -1481205 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1481240.000000 Penalty: 4536.582031
	Iteration 14Q: 3 clusters Score -1481240 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1481265.250000 Penalty: 4536.582031
	Iteration 15Q: 3 clusters Score -1481265 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1481289.125000 Penalty: 4536.582031
	Iteration 16Q: 3 clusters Score -1481289 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1481311.875000 Penalty: 4536.582031
	Iteration 17Q: 3 clusters Score -1481312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1481328.250000 Penalty: 4536.582031
	Iteration 18Q: 3 clusters Score -1481328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1481342.625000 Penalty: 4536.582031
	Iteration 19Q: 3 clusters Score -1481343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1481355.625000 Penalty: 4536.582031
	Iteration 20F: 3 clusters Score -1481356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1481365.125000 Penalty: 4536.582031
	Iteration 21Q: 3 clusters Score -1481365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1481374.375000 Penalty: 4536.582031
	Iteration 22Q: 3 clusters Score -1481374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1481381.375000 Penalty: 4536.582031
	Iteration 23Q: 3 clusters Score -1481381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1481389.375000 Penalty: 4536.582031
	Iteration 24Q: 3 clusters Score -1481389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1481397.125000 Penalty: 4536.582031
	Iteration 25Q: 3 clusters Score -1481397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1481398.375000 Penalty: 4536.582031
	Iteration 26Q: 3 clusters Score -1481398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1481402.875000 Penalty: 4536.582031
	Iteration 27Q: 3 clusters Score -1481403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1481406.125000 Penalty: 4536.582031
	Iteration 28Q: 3 clusters Score -1481406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1481411.500000 Penalty: 4536.582031
	Iteration 29Q: 3 clusters Score -1481412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1481412.500000 Penalty: 4536.582031
	Iteration 30Q: 3 clusters Score -1481412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1481415.125000 Penalty: 4536.582031
	Iteration 31Q: 3 clusters Score -1481415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1481417.625000 Penalty: 4536.582031
	Iteration 32Q: 3 clusters Score -1481418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1481423.625000 Penalty: 4536.582031
	Iteration 33Q: 3 clusters Score -1481424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1481425.875000 Penalty: 4536.582031
	Iteration 34Q: 3 clusters Score -1481426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1481427.000000 Penalty: 4536.582031
	Iteration 35Q: 3 clusters Score -1481427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1481428.125000 Penalty: 4536.582031
	Iteration 36Q: 3 clusters Score -1481428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1481429.625000 Penalty: 4536.582031
	Iteration 37Q: 3 clusters Score -1481430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1481432.625000 Penalty: 4536.582031
	Iteration 38Q: 3 clusters Score -1481433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1481432.750000 Penalty: 4536.582031
	Iteration 39Q: 3 clusters Score -1481433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1481433.000000 Penalty: 4536.582031
	Iteration 40F: 3 clusters Score -1481433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1481435.250000 Penalty: 4536.582031
	Iteration 41Q: 3 clusters Score -1481435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1481432.750000 Penalty: 4536.582031
	Iteration 42Q: 3 clusters Score -1481433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1481431.875000 Penalty: 4536.582031
	Iteration 43Q: 3 clusters Score -1481432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1481433.625000 Penalty: 4536.582031
	Iteration 44Q: 3 clusters Score -1481434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1481431.500000 Penalty: 4536.582031
	Iteration 45Q: 3 clusters Score -1481432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1481432.750000 Penalty: 4536.582031
	Iteration 46Q: 3 clusters Score -1481433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1481432.250000 Penalty: 4536.582031
	Iteration 47Q: 3 clusters Score -1481432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1481432.750000 Penalty: 4536.582031
	Iteration 48Q: 3 clusters Score -1481433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1481432.375000 Penalty: 4536.582031
	Iteration 49Q: 3 clusters Score -1481432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1481432.375000 Penalty: 4536.582031
	Iteration 50F: 3 clusters Score -1481432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -312321.312500 Penalty: 1925.755859
	Iteration 0F: 2 clusters Score -312321.3 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 1190 members 
Entering Unmasked Estep 
Score: -309459.437500 Penalty: 3851.511719
	Iteration 0F: 3 clusters Score -309459.4 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -310448.937500 Penalty: 3851.511719
	Iteration 1F: 3 clusters Score -310448.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -310995.125000 Penalty: 3851.511719
	Iteration 2F: 3 clusters Score -310995.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -311514.906250 Penalty: 3851.511719
	Iteration 3F: 3 clusters Score -311514.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -311838.375000 Penalty: 3851.511719
	Iteration 4F: 3 clusters Score -311838.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -312026.437500 Penalty: 3851.511719
	Iteration 5Q: 3 clusters Score -312026.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -312142.781250 Penalty: 3851.511719
	Iteration 6Q: 3 clusters Score -312142.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -312225.531250 Penalty: 3851.511719
	Iteration 7Q: 3 clusters Score -312225.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -312313.062500 Penalty: 3851.511719
	Iteration 8Q: 3 clusters Score -312313.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -312480.156250 Penalty: 3851.511719
	Iteration 9Q: 3 clusters Score -312480.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -312724.187500 Penalty: 3851.511719
	Iteration 10Q: 3 clusters Score -312724.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -312816.343750 Penalty: 3851.511719
	Iteration 11Q: 3 clusters Score -312816.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -312895.656250 Penalty: 3851.511719
	Iteration 12Q: 3 clusters Score -312895.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -312932.312500 Penalty: 3851.511719
	Iteration 13Q: 3 clusters Score -312932.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -312950.656250 Penalty: 3851.511719
	Iteration 14Q: 3 clusters Score -312950.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -312964.781250 Penalty: 3851.511719
	Iteration 15Q: 3 clusters Score -312964.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -312969.687500 Penalty: 3851.511719
	Iteration 16Q: 3 clusters Score -312969.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -312976.312500 Penalty: 3851.511719
	Iteration 17Q: 3 clusters Score -312976.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -312980.812500 Penalty: 3851.511719
	Iteration 18Q: 3 clusters Score -312980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -312985.093750 Penalty: 3851.511719
	Iteration 19Q: 3 clusters Score -312985.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -312987.281250 Penalty: 3851.511719
	Iteration 20F: 3 clusters Score -312987.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -312994.375000 Penalty: 3851.511719
	Iteration 21Q: 3 clusters Score -312994.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -312999.031250 Penalty: 3851.511719
	Iteration 22Q: 3 clusters Score -312999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -313002.500000 Penalty: 3851.511719
	Iteration 23Q: 3 clusters Score -313002.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -313007.843750 Penalty: 3851.511719
	Iteration 24Q: 3 clusters Score -313007.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -313012.531250 Penalty: 3851.511719
	Iteration 25Q: 3 clusters Score -313012.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -313023.093750 Penalty: 3851.511719
	Iteration 26Q: 3 clusters Score -313023.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -313031.437500 Penalty: 3851.511719
	Iteration 27Q: 3 clusters Score -313031.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -313044.875000 Penalty: 3851.511719
	Iteration 28Q: 3 clusters Score -313044.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -313054.281250 Penalty: 3851.511719
	Iteration 29Q: 3 clusters Score -313054.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -313062.031250 Penalty: 3851.511719
	Iteration 30Q: 3 clusters Score -313062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -313068.281250 Penalty: 3851.511719
	Iteration 31Q: 3 clusters Score -313068.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -313077.093750 Penalty: 3851.511719
	Iteration 32Q: 3 clusters Score -313077.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -313085.187500 Penalty: 3851.511719
	Iteration 33Q: 3 clusters Score -313085.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -313101.406250 Penalty: 3851.511719
	Iteration 34Q: 3 clusters Score -313101.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -313117.000000 Penalty: 3851.511719
	Iteration 35Q: 3 clusters Score -313117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -313130.718750 Penalty: 3851.511719
	Iteration 36Q: 3 clusters Score -313130.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -313142.843750 Penalty: 3851.511719
	Iteration 37Q: 3 clusters Score -313142.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -313145.156250 Penalty: 3851.511719
	Iteration 38Q: 3 clusters Score -313145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -313149.312500 Penalty: 3851.511719
	Iteration 39Q: 3 clusters Score -313149.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -313152.000000 Penalty: 3851.511719
	Iteration 40F: 3 clusters Score -313152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -313153.375000 Penalty: 3851.511719
	Iteration 41Q: 3 clusters Score -313153.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -313153.375000 Penalty: 3851.511719
	Iteration 42F: 3 clusters Score -313153.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37604 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122547 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108080 members 
Mstep: Class 30 contains 9908 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4254 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14780 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Mstep: Class 50 contains 692 members 
Entering Unmasked Estep 
Score: -122567632.000000 Penalty: 168560.843750
Splitting cluster 12 changes total score from -122568016.000000 to -122567632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (36851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Entering Unmasked Estep 
Score: -5790522.500000 Penalty: 2607.630127
	Iteration 0F: 2 clusters Score -5790522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -5765388.500000 Penalty: 5215.260254
	Iteration 0F: 3 clusters Score -5765388 nChanged 16784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -5774910.500000 Penalty: 5215.260254
	Iteration 1F: 3 clusters Score -5774910 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -5775628.000000 Penalty: 5215.260254
	Iteration 2F: 3 clusters Score -5775628 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -5776386.500000 Penalty: 5215.260254
	Iteration 3F: 3 clusters Score -5776386 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -5777194.500000 Penalty: 5215.260254
	Iteration 4F: 3 clusters Score -5777194 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -5778103.000000 Penalty: 5215.260254
	Iteration 5F: 3 clusters Score -5778103 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -5779189.000000 Penalty: 5215.260254
	Iteration 6F: 3 clusters Score -5779189 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -5780269.000000 Penalty: 5215.260254
	Iteration 7F: 3 clusters Score -5780269 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -5781562.000000 Penalty: 5215.260254
	Iteration 8F: 3 clusters Score -5781562 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -5783029.000000 Penalty: 5215.260254
	Iteration 9F: 3 clusters Score -5783029 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -5784520.500000 Penalty: 5215.260254
	Iteration 10F: 3 clusters Score -5784520 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -5785927.000000 Penalty: 5215.260254
	Iteration 11Q: 3 clusters Score -5785927 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -5787076.000000 Penalty: 5215.260254
	Iteration 12Q: 3 clusters Score -5787076 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -5787996.000000 Penalty: 5215.260254
	Iteration 13Q: 3 clusters Score -5787996 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -5788726.000000 Penalty: 5215.260254
	Iteration 14Q: 3 clusters Score -5788726 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -5789283.500000 Penalty: 5215.260254
	Iteration 15Q: 3 clusters Score -5789284 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -5789540.000000 Penalty: 5215.260254
	Iteration 16Q: 3 clusters Score -5789540 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -5789697.000000 Penalty: 5215.260254
	Iteration 17Q: 3 clusters Score -5789697 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -5789775.500000 Penalty: 5215.260254
	Iteration 18Q: 3 clusters Score -5789776 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -5789821.000000 Penalty: 5215.260254
	Iteration 19Q: 3 clusters Score -5789821 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -5789872.500000 Penalty: 5215.260254
	Iteration 20F: 3 clusters Score -5789872 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -5789896.500000 Penalty: 5215.260254
	Iteration 21Q: 3 clusters Score -5789896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -5789905.500000 Penalty: 5215.260254
	Iteration 22Q: 3 clusters Score -5789906 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -5789928.500000 Penalty: 5215.260254
	Iteration 23Q: 3 clusters Score -5789928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -5789925.500000 Penalty: 5215.260254
	Iteration 24Q: 3 clusters Score -5789926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -5789921.000000 Penalty: 5215.260254
	Iteration 25Q: 3 clusters Score -5789921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -5789927.500000 Penalty: 5215.260254
	Iteration 26Q: 3 clusters Score -5789928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -5789932.500000 Penalty: 5215.260254
	Iteration 27Q: 3 clusters Score -5789932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -5789931.500000 Penalty: 5215.260254
	Iteration 28Q: 3 clusters Score -5789932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -5789936.000000 Penalty: 5215.260254
	Iteration 29Q: 3 clusters Score -5789936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -5789939.000000 Penalty: 5215.260254
	Iteration 30Q: 3 clusters Score -5789939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -5789936.500000 Penalty: 5215.260254
	Iteration 31Q: 3 clusters Score -5789936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -5789937.000000 Penalty: 5215.260254
	Iteration 32Q: 3 clusters Score -5789937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -5789935.000000 Penalty: 5215.260254
	Iteration 33Q: 3 clusters Score -5789935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -5789940.500000 Penalty: 5215.260254
	Iteration 34Q: 3 clusters Score -5789940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -5789940.500000 Penalty: 5215.260254
	Iteration 35Q: 3 clusters Score -5789940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -5789938.500000 Penalty: 5215.260254
	Iteration 36Q: 3 clusters Score -5789938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -5789938.500000 Penalty: 5215.260254
	Iteration 37Q: 3 clusters Score -5789938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -5789931.000000 Penalty: 5215.260254
	Iteration 38Q: 3 clusters Score -5789931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -5789937.500000 Penalty: 5215.260254
	Iteration 39Q: 3 clusters Score -5789938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -5789940.500000 Penalty: 5215.260254
	Iteration 40F: 3 clusters Score -5789940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -5789939.000000 Penalty: 5215.260254
	Iteration 41Q: 3 clusters Score -5789939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -5789941.000000 Penalty: 5215.260254
	Iteration 42Q: 3 clusters Score -5789941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -5789939.000000 Penalty: 5215.260254
	Iteration 43Q: 3 clusters Score -5789939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -5789943.000000 Penalty: 5215.260254
	Iteration 44Q: 3 clusters Score -5789943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -5789942.000000 Penalty: 5215.260254
	Iteration 45Q: 3 clusters Score -5789942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -5789940.500000 Penalty: 5215.260254
	Iteration 46Q: 3 clusters Score -5789940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -5789940.500000 Penalty: 5215.260254
	Iteration 47F: 3 clusters Score -5789940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Entering Unmasked Estep 
Score: -4334066.000000 Penalty: 2527.951904
	Iteration 0F: 2 clusters Score -4334066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -4315625.000000 Penalty: 5055.903809
	Iteration 0F: 3 clusters Score -4315625 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -4322250.000000 Penalty: 5055.903809
	Iteration 1F: 3 clusters Score -4322250 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -4322913.000000 Penalty: 5055.903809
	Iteration 2F: 3 clusters Score -4322913 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -4323664.000000 Penalty: 5055.903809
	Iteration 3F: 3 clusters Score -4323664 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -4324521.000000 Penalty: 5055.903809
	Iteration 4F: 3 clusters Score -4324521 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -4325532.500000 Penalty: 5055.903809
	Iteration 5F: 3 clusters Score -4325532 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -4326549.500000 Penalty: 5055.903809
	Iteration 6F: 3 clusters Score -4326550 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -4327473.500000 Penalty: 5055.903809
	Iteration 7F: 3 clusters Score -4327474 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -4328389.000000 Penalty: 5055.903809
	Iteration 8Q: 3 clusters Score -4328389 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -4329281.000000 Penalty: 5055.903809
	Iteration 9Q: 3 clusters Score -4329281 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -4330055.500000 Penalty: 5055.903809
	Iteration 10Q: 3 clusters Score -4330056 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -4330602.000000 Penalty: 5055.903809
	Iteration 11Q: 3 clusters Score -4330602 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -4330990.000000 Penalty: 5055.903809
	Iteration 12Q: 3 clusters Score -4330990 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -4331187.500000 Penalty: 5055.903809
	Iteration 13Q: 3 clusters Score -4331188 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -4331373.500000 Penalty: 5055.903809
	Iteration 14Q: 3 clusters Score -4331374 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -4331499.500000 Penalty: 5055.903809
	Iteration 15Q: 3 clusters Score -4331500 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -4331643.500000 Penalty: 5055.903809
	Iteration 16Q: 3 clusters Score -4331644 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -4331774.000000 Penalty: 5055.903809
	Iteration 17Q: 3 clusters Score -4331774 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -4331846.500000 Penalty: 5055.903809
	Iteration 18Q: 3 clusters Score -4331846 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -4331919.000000 Penalty: 5055.903809
	Iteration 19Q: 3 clusters Score -4331919 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -4331962.500000 Penalty: 5055.903809
	Iteration 20F: 3 clusters Score -4331962 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -4332000.000000 Penalty: 5055.903809
	Iteration 21Q: 3 clusters Score -4332000 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4332035.500000 Penalty: 5055.903809
	Iteration 22Q: 3 clusters Score -4332036 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -4332048.500000 Penalty: 5055.903809
	Iteration 23Q: 3 clusters Score -4332048 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -4332077.000000 Penalty: 5055.903809
	Iteration 24Q: 3 clusters Score -4332077 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -4332115.000000 Penalty: 5055.903809
	Iteration 25Q: 3 clusters Score -4332115 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -4332135.500000 Penalty: 5055.903809
	Iteration 26Q: 3 clusters Score -4332136 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -4332151.000000 Penalty: 5055.903809
	Iteration 27Q: 3 clusters Score -4332151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -4332168.000000 Penalty: 5055.903809
	Iteration 28Q: 3 clusters Score -4332168 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -4332167.500000 Penalty: 5055.903809
	Iteration 29Q: 3 clusters Score -4332168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -4332174.500000 Penalty: 5055.903809
	Iteration 30Q: 3 clusters Score -4332174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -4332190.500000 Penalty: 5055.903809
	Iteration 31Q: 3 clusters Score -4332190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -4332198.500000 Penalty: 5055.903809
	Iteration 32Q: 3 clusters Score -4332198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -4332212.000000 Penalty: 5055.903809
	Iteration 33Q: 3 clusters Score -4332212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -4332215.500000 Penalty: 5055.903809
	Iteration 34Q: 3 clusters Score -4332216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -4332220.000000 Penalty: 5055.903809
	Iteration 35Q: 3 clusters Score -4332220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -4332228.000000 Penalty: 5055.903809
	Iteration 36Q: 3 clusters Score -4332228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -4332231.000000 Penalty: 5055.903809
	Iteration 37Q: 3 clusters Score -4332231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -4332236.000000 Penalty: 5055.903809
	Iteration 38Q: 3 clusters Score -4332236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4332237.000000 Penalty: 5055.903809
	Iteration 39Q: 3 clusters Score -4332237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -4332244.000000 Penalty: 5055.903809
	Iteration 40F: 3 clusters Score -4332244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -4332245.000000 Penalty: 5055.903809
	Iteration 41Q: 3 clusters Score -4332245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -4332250.000000 Penalty: 5055.903809
	Iteration 42Q: 3 clusters Score -4332250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -4332251.500000 Penalty: 5055.903809
	Iteration 43Q: 3 clusters Score -4332252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -4332253.500000 Penalty: 5055.903809
	Iteration 44Q: 3 clusters Score -4332254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -4332260.000000 Penalty: 5055.903809
	Iteration 45Q: 3 clusters Score -4332260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -4332258.500000 Penalty: 5055.903809
	Iteration 46Q: 3 clusters Score -4332258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -4332261.500000 Penalty: 5055.903809
	Iteration 47Q: 3 clusters Score -4332262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4332264.500000 Penalty: 5055.903809
	Iteration 48Q: 3 clusters Score -4332264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -4332259.500000 Penalty: 5055.903809
	Iteration 49Q: 3 clusters Score -4332260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -4332279.000000 Penalty: 5055.903809
	Iteration 50Q: 3 clusters Score -4332279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -4332278.500000 Penalty: 5055.903809
	Iteration 51Q: 3 clusters Score -4332278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4332279.500000 Penalty: 5055.903809
	Iteration 52Q: 3 clusters Score -4332280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4332289.000000 Penalty: 5055.903809
	Iteration 53Q: 3 clusters Score -4332289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -4332297.000000 Penalty: 5055.903809
	Iteration 54Q: 3 clusters Score -4332297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -4332296.000000 Penalty: 5055.903809
	Iteration 55Q: 3 clusters Score -4332296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -4332296.500000 Penalty: 5055.903809
	Iteration 56Q: 3 clusters Score -4332296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4332306.000000 Penalty: 5055.903809
	Iteration 57Q: 3 clusters Score -4332306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4332307.500000 Penalty: 5055.903809
	Iteration 58Q: 3 clusters Score -4332308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -4332308.500000 Penalty: 5055.903809
	Iteration 59Q: 3 clusters Score -4332308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -4332309.500000 Penalty: 5055.903809
	Iteration 60F: 3 clusters Score -4332310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4332315.000000 Penalty: 5055.903809
	Iteration 61Q: 3 clusters Score -4332315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -4332318.000000 Penalty: 5055.903809
	Iteration 62Q: 3 clusters Score -4332318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4332330.000000 Penalty: 5055.903809
	Iteration 63Q: 3 clusters Score -4332330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4332334.500000 Penalty: 5055.903809
	Iteration 64Q: 3 clusters Score -4332334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -4332336.000000 Penalty: 5055.903809
	Iteration 65Q: 3 clusters Score -4332336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4332338.000000 Penalty: 5055.903809
	Iteration 66Q: 3 clusters Score -4332338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -4332332.000000 Penalty: 5055.903809
	Iteration 67Q: 3 clusters Score -4332332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4332344.500000 Penalty: 5055.903809
	Iteration 68Q: 3 clusters Score -4332344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -4332349.500000 Penalty: 5055.903809
	Iteration 69Q: 3 clusters Score -4332350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -4332352.000000 Penalty: 5055.903809
	Iteration 70Q: 3 clusters Score -4332352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -4332349.500000 Penalty: 5055.903809
	Iteration 71Q: 3 clusters Score -4332350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -4332354.500000 Penalty: 5055.903809
	Iteration 72Q: 3 clusters Score -4332354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4332349.500000 Penalty: 5055.903809
	Iteration 73Q: 3 clusters Score -4332350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4332355.000000 Penalty: 5055.903809
	Iteration 74Q: 3 clusters Score -4332355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -4332352.500000 Penalty: 5055.903809
	Iteration 75Q: 3 clusters Score -4332352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -4332362.000000 Penalty: 5055.903809
	Iteration 76Q: 3 clusters Score -4332362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4332367.500000 Penalty: 5055.903809
	Iteration 77Q: 3 clusters Score -4332368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -4332366.500000 Penalty: 5055.903809
	Iteration 78Q: 3 clusters Score -4332366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4332365.000000 Penalty: 5055.903809
	Iteration 79Q: 3 clusters Score -4332365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4332369.000000 Penalty: 5055.903809
	Iteration 80F: 3 clusters Score -4332369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4332365.500000 Penalty: 5055.903809
	Iteration 81Q: 3 clusters Score -4332366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -4332365.500000 Penalty: 5055.903809
	Iteration 82Q: 3 clusters Score -4332366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -4332365.500000 Penalty: 5055.903809
	Iteration 83Q: 3 clusters Score -4332366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4332364.500000 Penalty: 5055.903809
	Iteration 84Q: 3 clusters Score -4332364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -4332365.500000 Penalty: 5055.903809
	Iteration 85Q: 3 clusters Score -4332366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4332361.000000 Penalty: 5055.903809
	Iteration 86Q: 3 clusters Score -4332361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4332364.500000 Penalty: 5055.903809
	Iteration 87Q: 3 clusters Score -4332364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -4332365.000000 Penalty: 5055.903809
	Iteration 88Q: 3 clusters Score -4332365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4332365.500000 Penalty: 5055.903809
	Iteration 89Q: 3 clusters Score -4332366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4332370.000000 Penalty: 5055.903809
	Iteration 90Q: 3 clusters Score -4332370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4332369.500000 Penalty: 5055.903809
	Iteration 91Q: 3 clusters Score -4332370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4332369.500000 Penalty: 5055.903809
	Iteration 92F: 3 clusters Score -4332370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Entering Unmasked Estep 
Score: -2273291.750000 Penalty: 2373.646729
	Iteration 0F: 2 clusters Score -2273292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2262900.500000 Penalty: 4747.293457
	Iteration 0F: 3 clusters Score -2262900 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2266288.750000 Penalty: 4747.293457
	Iteration 1F: 3 clusters Score -2266289 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2266766.750000 Penalty: 4747.293457
	Iteration 2F: 3 clusters Score -2266767 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2267214.250000 Penalty: 4747.293457
	Iteration 3F: 3 clusters Score -2267214 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2267693.750000 Penalty: 4747.293457
	Iteration 4F: 3 clusters Score -2267694 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2268119.250000 Penalty: 4747.293457
	Iteration 5F: 3 clusters Score -2268119 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2268500.500000 Penalty: 4747.293457
	Iteration 6Q: 3 clusters Score -2268500 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2268806.250000 Penalty: 4747.293457
	Iteration 7Q: 3 clusters Score -2268806 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2269053.250000 Penalty: 4747.293457
	Iteration 8Q: 3 clusters Score -2269053 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2269231.000000 Penalty: 4747.293457
	Iteration 9Q: 3 clusters Score -2269231 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2269368.000000 Penalty: 4747.293457
	Iteration 10Q: 3 clusters Score -2269368 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2269486.000000 Penalty: 4747.293457
	Iteration 11Q: 3 clusters Score -2269486 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2269588.750000 Penalty: 4747.293457
	Iteration 12Q: 3 clusters Score -2269589 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2269661.250000 Penalty: 4747.293457
	Iteration 13Q: 3 clusters Score -2269661 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2269742.000000 Penalty: 4747.293457
	Iteration 14Q: 3 clusters Score -2269742 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2269803.500000 Penalty: 4747.293457
	Iteration 15Q: 3 clusters Score -2269804 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2269865.750000 Penalty: 4747.293457
	Iteration 16Q: 3 clusters Score -2269866 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2269922.500000 Penalty: 4747.293457
	Iteration 17Q: 3 clusters Score -2269922 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2269992.750000 Penalty: 4747.293457
	Iteration 18Q: 3 clusters Score -2269993 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2270062.750000 Penalty: 4747.293457
	Iteration 19Q: 3 clusters Score -2270063 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2270111.250000 Penalty: 4747.293457
	Iteration 20F: 3 clusters Score -2270111 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2270187.250000 Penalty: 4747.293457
	Iteration 21Q: 3 clusters Score -2270187 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2270247.500000 Penalty: 4747.293457
	Iteration 22Q: 3 clusters Score -2270248 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2270348.250000 Penalty: 4747.293457
	Iteration 23Q: 3 clusters Score -2270348 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2270441.250000 Penalty: 4747.293457
	Iteration 24Q: 3 clusters Score -2270441 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2270536.750000 Penalty: 4747.293457
	Iteration 25Q: 3 clusters Score -2270537 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2270640.000000 Penalty: 4747.293457
	Iteration 26Q: 3 clusters Score -2270640 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2270741.750000 Penalty: 4747.293457
	Iteration 27Q: 3 clusters Score -2270742 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2270829.000000 Penalty: 4747.293457
	Iteration 28Q: 3 clusters Score -2270829 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2270910.750000 Penalty: 4747.293457
	Iteration 29Q: 3 clusters Score -2270911 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2271003.750000 Penalty: 4747.293457
	Iteration 30Q: 3 clusters Score -2271004 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2271076.250000 Penalty: 4747.293457
	Iteration 31Q: 3 clusters Score -2271076 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2271131.500000 Penalty: 4747.293457
	Iteration 32Q: 3 clusters Score -2271132 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2271168.000000 Penalty: 4747.293457
	Iteration 33Q: 3 clusters Score -2271168 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2271193.750000 Penalty: 4747.293457
	Iteration 34Q: 3 clusters Score -2271194 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2271221.500000 Penalty: 4747.293457
	Iteration 35Q: 3 clusters Score -2271222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2271245.000000 Penalty: 4747.293457
	Iteration 36Q: 3 clusters Score -2271245 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2271263.500000 Penalty: 4747.293457
	Iteration 37Q: 3 clusters Score -2271264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2271274.000000 Penalty: 4747.293457
	Iteration 38Q: 3 clusters Score -2271274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2271292.000000 Penalty: 4747.293457
	Iteration 39Q: 3 clusters Score -2271292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2271304.250000 Penalty: 4747.293457
	Iteration 40F: 3 clusters Score -2271304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2271317.750000 Penalty: 4747.293457
	Iteration 41Q: 3 clusters Score -2271318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2271324.000000 Penalty: 4747.293457
	Iteration 42Q: 3 clusters Score -2271324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2271324.750000 Penalty: 4747.293457
	Iteration 43Q: 3 clusters Score -2271325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2271337.500000 Penalty: 4747.293457
	Iteration 44Q: 3 clusters Score -2271338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2271344.750000 Penalty: 4747.293457
	Iteration 45Q: 3 clusters Score -2271345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2271347.750000 Penalty: 4747.293457
	Iteration 46Q: 3 clusters Score -2271348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2271350.500000 Penalty: 4747.293457
	Iteration 47Q: 3 clusters Score -2271350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2271352.750000 Penalty: 4747.293457
	Iteration 48Q: 3 clusters Score -2271353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2271355.000000 Penalty: 4747.293457
	Iteration 49Q: 3 clusters Score -2271355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2271357.500000 Penalty: 4747.293457
	Iteration 50Q: 3 clusters Score -2271358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2271359.750000 Penalty: 4747.293457
	Iteration 51Q: 3 clusters Score -2271360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2271366.750000 Penalty: 4747.293457
	Iteration 52Q: 3 clusters Score -2271367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2271372.500000 Penalty: 4747.293457
	Iteration 53Q: 3 clusters Score -2271372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2271374.250000 Penalty: 4747.293457
	Iteration 54Q: 3 clusters Score -2271374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2271374.000000 Penalty: 4747.293457
	Iteration 55Q: 3 clusters Score -2271374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2271378.500000 Penalty: 4747.293457
	Iteration 56Q: 3 clusters Score -2271378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2271383.000000 Penalty: 4747.293457
	Iteration 57Q: 3 clusters Score -2271383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2271386.500000 Penalty: 4747.293457
	Iteration 58Q: 3 clusters Score -2271386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2271395.250000 Penalty: 4747.293457
	Iteration 59Q: 3 clusters Score -2271395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2271396.750000 Penalty: 4747.293457
	Iteration 60F: 3 clusters Score -2271397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2271400.750000 Penalty: 4747.293457
	Iteration 61Q: 3 clusters Score -2271401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2271405.750000 Penalty: 4747.293457
	Iteration 62Q: 3 clusters Score -2271406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2271413.250000 Penalty: 4747.293457
	Iteration 63Q: 3 clusters Score -2271413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2271413.250000 Penalty: 4747.293457
	Iteration 64Q: 3 clusters Score -2271413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2271416.750000 Penalty: 4747.293457
	Iteration 65Q: 3 clusters Score -2271417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2271420.500000 Penalty: 4747.293457
	Iteration 66Q: 3 clusters Score -2271420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2271426.500000 Penalty: 4747.293457
	Iteration 67Q: 3 clusters Score -2271426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2271426.750000 Penalty: 4747.293457
	Iteration 68Q: 3 clusters Score -2271427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2271424.750000 Penalty: 4747.293457
	Iteration 69Q: 3 clusters Score -2271425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2271424.750000 Penalty: 4747.293457
	Iteration 70Q: 3 clusters Score -2271425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2271426.500000 Penalty: 4747.293457
	Iteration 71Q: 3 clusters Score -2271426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2271427.000000 Penalty: 4747.293457
	Iteration 72Q: 3 clusters Score -2271427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2271429.500000 Penalty: 4747.293457
	Iteration 73Q: 3 clusters Score -2271430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2271432.750000 Penalty: 4747.293457
	Iteration 74Q: 3 clusters Score -2271433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2271432.750000 Penalty: 4747.293457
	Iteration 75F: 3 clusters Score -2271433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Entering Unmasked Estep 
Score: -10296775.000000 Penalty: 2747.442383
	Iteration 0F: 2 clusters Score -1.029678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -10253449.000000 Penalty: 5494.884766
	Iteration 0F: 3 clusters Score -1.025345e+07 nChanged 30139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -10270431.000000 Penalty: 5494.884766
	Iteration 1F: 3 clusters Score -1.027043e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -10270932.000000 Penalty: 5494.884766
	Iteration 2Q: 3 clusters Score -1.027093e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -10271359.000000 Penalty: 5494.884766
	Iteration 3Q: 3 clusters Score -1.027136e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -10271713.000000 Penalty: 5494.884766
	Iteration 4Q: 3 clusters Score -1.027171e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -10272207.000000 Penalty: 5494.884766
	Iteration 5Q: 3 clusters Score -1.027221e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -10272647.000000 Penalty: 5494.884766
	Iteration 6Q: 3 clusters Score -1.027265e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -10273311.000000 Penalty: 5494.884766
	Iteration 7Q: 3 clusters Score -1.027331e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -10274195.000000 Penalty: 5494.884766
	Iteration 8Q: 3 clusters Score -1.02742e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -10275498.000000 Penalty: 5494.884766
	Iteration 9Q: 3 clusters Score -1.02755e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -10277521.000000 Penalty: 5494.884766
	Iteration 10F: 3 clusters Score -1.027752e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -10280410.000000 Penalty: 5494.884766
	Iteration 11F: 3 clusters Score -1.028041e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -10284097.000000 Penalty: 5494.884766
	Iteration 12F: 3 clusters Score -1.02841e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -10287740.000000 Penalty: 5494.884766
	Iteration 13F: 3 clusters Score -1.028774e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -10290516.000000 Penalty: 5494.884766
	Iteration 14Q: 3 clusters Score -1.029052e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -10292283.000000 Penalty: 5494.884766
	Iteration 15Q: 3 clusters Score -1.029228e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -10293322.000000 Penalty: 5494.884766
	Iteration 16Q: 3 clusters Score -1.029332e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 64084 members 
Entering Unmasked Estep 
Score: -10293837.000000 Penalty: 5494.884766
	Iteration 17Q: 3 clusters Score -1.029384e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 64266 members 
Entering Unmasked Estep 
Score: -10294044.000000 Penalty: 5494.884766
	Iteration 18Q: 3 clusters Score -1.029404e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -10294163.000000 Penalty: 5494.884766
	Iteration 19Q: 3 clusters Score -1.029416e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -10294220.000000 Penalty: 5494.884766
	Iteration 20F: 3 clusters Score -1.029422e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 64424 members 
Entering Unmasked Estep 
Score: -10294260.000000 Penalty: 5494.884766
	Iteration 21Q: 3 clusters Score -1.029426e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -10294286.000000 Penalty: 5494.884766
	Iteration 22Q: 3 clusters Score -1.029429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -10294309.000000 Penalty: 5494.884766
	Iteration 23Q: 3 clusters Score -1.029431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -10294327.000000 Penalty: 5494.884766
	Iteration 24Q: 3 clusters Score -1.029433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -10294324.000000 Penalty: 5494.884766
	Iteration 25Q: 3 clusters Score -1.029432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 64482 members 
Entering Unmasked Estep 
Score: -10294344.000000 Penalty: 5494.884766
	Iteration 26Q: 3 clusters Score -1.029434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 64483 members 
Entering Unmasked Estep 
Score: -10294344.000000 Penalty: 5494.884766
	Iteration 27Q: 3 clusters Score -1.029434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 64483 members 
Entering Unmasked Estep 
Score: -10294341.000000 Penalty: 5494.884766
	Iteration 28Q: 3 clusters Score -1.029434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 64483 members 
Entering Unmasked Estep 
Score: -10294341.000000 Penalty: 5494.884766
	Iteration 29F: 3 clusters Score -1.029434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Entering Unmasked Estep 
Score: -513078.437500 Penalty: 2014.274414
	Iteration 0F: 2 clusters Score -513078.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -509590.750000 Penalty: 4028.548828
	Iteration 0F: 3 clusters Score -509590.8 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -510384.093750 Penalty: 4028.548828
	Iteration 1F: 3 clusters Score -510384.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -510697.093750 Penalty: 4028.548828
	Iteration 2F: 3 clusters Score -510697.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -511024.625000 Penalty: 4028.548828
	Iteration 3F: 3 clusters Score -511024.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -511489.718750 Penalty: 4028.548828
	Iteration 4F: 3 clusters Score -511489.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -511859.156250 Penalty: 4028.548828
	Iteration 5F: 3 clusters Score -511859.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -512079.375000 Penalty: 4028.548828
	Iteration 6F: 3 clusters Score -512079.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -512206.937500 Penalty: 4028.548828
	Iteration 7Q: 3 clusters Score -512206.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -512298.718750 Penalty: 4028.548828
	Iteration 8Q: 3 clusters Score -512298.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -512351.343750 Penalty: 4028.548828
	Iteration 9Q: 3 clusters Score -512351.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -512380.218750 Penalty: 4028.548828
	Iteration 10Q: 3 clusters Score -512380.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -512407.937500 Penalty: 4028.548828
	Iteration 11Q: 3 clusters Score -512407.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -512428.593750 Penalty: 4028.548828
	Iteration 12Q: 3 clusters Score -512428.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -512444.562500 Penalty: 4028.548828
	Iteration 13Q: 3 clusters Score -512444.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -512450.968750 Penalty: 4028.548828
	Iteration 14Q: 3 clusters Score -512451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -512456.562500 Penalty: 4028.548828
	Iteration 15Q: 3 clusters Score -512456.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -512462.906250 Penalty: 4028.548828
	Iteration 16Q: 3 clusters Score -512462.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -512472.343750 Penalty: 4028.548828
	Iteration 17Q: 3 clusters Score -512472.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -512479.218750 Penalty: 4028.548828
	Iteration 18Q: 3 clusters Score -512479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -512482.218750 Penalty: 4028.548828
	Iteration 19Q: 3 clusters Score -512482.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -512487.593750 Penalty: 4028.548828
	Iteration 20F: 3 clusters Score -512487.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -512491.187500 Penalty: 4028.548828
	Iteration 21Q: 3 clusters Score -512491.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -512494.375000 Penalty: 4028.548828
	Iteration 22Q: 3 clusters Score -512494.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -512494.375000 Penalty: 4028.548828
	Iteration 23F: 3 clusters Score -512494.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Entering Unmasked Estep 
Score: -601695.750000 Penalty: 2060.372314
	Iteration 0F: 2 clusters Score -601695.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -597766.062500 Penalty: 4120.744629
	Iteration 0F: 3 clusters Score -597766.1 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -598810.875000 Penalty: 4120.744629
	Iteration 1F: 3 clusters Score -598810.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -599105.812500 Penalty: 4120.744629
	Iteration 2F: 3 clusters Score -599105.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -599305.875000 Penalty: 4120.744629
	Iteration 3F: 3 clusters Score -599305.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -599461.812500 Penalty: 4120.744629
	Iteration 4F: 3 clusters Score -599461.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -599584.875000 Penalty: 4120.744629
	Iteration 5Q: 3 clusters Score -599584.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -599692.125000 Penalty: 4120.744629
	Iteration 6Q: 3 clusters Score -599692.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -599767.125000 Penalty: 4120.744629
	Iteration 7Q: 3 clusters Score -599767.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -599831.187500 Penalty: 4120.744629
	Iteration 8Q: 3 clusters Score -599831.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -599890.875000 Penalty: 4120.744629
	Iteration 9Q: 3 clusters Score -599890.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -599947.875000 Penalty: 4120.744629
	Iteration 10Q: 3 clusters Score -599947.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -599998.375000 Penalty: 4120.744629
	Iteration 11Q: 3 clusters Score -599998.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -600050.625000 Penalty: 4120.744629
	Iteration 12Q: 3 clusters Score -600050.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -600085.312500 Penalty: 4120.744629
	Iteration 13Q: 3 clusters Score -600085.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -600122.062500 Penalty: 4120.744629
	Iteration 14Q: 3 clusters Score -600122.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -600156.562500 Penalty: 4120.744629
	Iteration 15Q: 3 clusters Score -600156.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -600186.500000 Penalty: 4120.744629
	Iteration 16Q: 3 clusters Score -600186.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -600214.625000 Penalty: 4120.744629
	Iteration 17Q: 3 clusters Score -600214.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -600232.875000 Penalty: 4120.744629
	Iteration 18Q: 3 clusters Score -600232.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -600245.375000 Penalty: 4120.744629
	Iteration 19Q: 3 clusters Score -600245.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -600255.062500 Penalty: 4120.744629
	Iteration 20F: 3 clusters Score -600255.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -600263.937500 Penalty: 4120.744629
	Iteration 21Q: 3 clusters Score -600263.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -600272.875000 Penalty: 4120.744629
	Iteration 22Q: 3 clusters Score -600272.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -600285.562500 Penalty: 4120.744629
	Iteration 23Q: 3 clusters Score -600285.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -600296.437500 Penalty: 4120.744629
	Iteration 24Q: 3 clusters Score -600296.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -600304.625000 Penalty: 4120.744629
	Iteration 25Q: 3 clusters Score -600304.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -600308.375000 Penalty: 4120.744629
	Iteration 26Q: 3 clusters Score -600308.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -600315.000000 Penalty: 4120.744629
	Iteration 27Q: 3 clusters Score -600315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -600319.687500 Penalty: 4120.744629
	Iteration 28Q: 3 clusters Score -600319.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -600327.000000 Penalty: 4120.744629
	Iteration 29Q: 3 clusters Score -600327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -600335.625000 Penalty: 4120.744629
	Iteration 30Q: 3 clusters Score -600335.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -600343.687500 Penalty: 4120.744629
	Iteration 31Q: 3 clusters Score -600343.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -600353.750000 Penalty: 4120.744629
	Iteration 32Q: 3 clusters Score -600353.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -600369.875000 Penalty: 4120.744629
	Iteration 33Q: 3 clusters Score -600369.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -600384.875000 Penalty: 4120.744629
	Iteration 34Q: 3 clusters Score -600384.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -600402.562500 Penalty: 4120.744629
	Iteration 35Q: 3 clusters Score -600402.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -600416.937500 Penalty: 4120.744629
	Iteration 36Q: 3 clusters Score -600416.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -600427.062500 Penalty: 4120.744629
	Iteration 37Q: 3 clusters Score -600427.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -600443.312500 Penalty: 4120.744629
	Iteration 38Q: 3 clusters Score -600443.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -600465.687500 Penalty: 4120.744629
	Iteration 39Q: 3 clusters Score -600465.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -600499.750000 Penalty: 4120.744629
	Iteration 40F: 3 clusters Score -600499.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -600529.187500 Penalty: 4120.744629
	Iteration 41Q: 3 clusters Score -600529.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -600558.250000 Penalty: 4120.744629
	Iteration 42Q: 3 clusters Score -600558.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -600591.000000 Penalty: 4120.744629
	Iteration 43Q: 3 clusters Score -600591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -600621.750000 Penalty: 4120.744629
	Iteration 44Q: 3 clusters Score -600621.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -600666.500000 Penalty: 4120.744629
	Iteration 45Q: 3 clusters Score -600666.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -600698.375000 Penalty: 4120.744629
	Iteration 46Q: 3 clusters Score -600698.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -600718.750000 Penalty: 4120.744629
	Iteration 47Q: 3 clusters Score -600718.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -600738.687500 Penalty: 4120.744629
	Iteration 48Q: 3 clusters Score -600738.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -600755.312500 Penalty: 4120.744629
	Iteration 49Q: 3 clusters Score -600755.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -600773.875000 Penalty: 4120.744629
	Iteration 50Q: 3 clusters Score -600773.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -600786.125000 Penalty: 4120.744629
	Iteration 51Q: 3 clusters Score -600786.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -600801.812500 Penalty: 4120.744629
	Iteration 52Q: 3 clusters Score -600801.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -600814.687500 Penalty: 4120.744629
	Iteration 53Q: 3 clusters Score -600814.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -600830.625000 Penalty: 4120.744629
	Iteration 54Q: 3 clusters Score -600830.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -600850.812500 Penalty: 4120.744629
	Iteration 55Q: 3 clusters Score -600850.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -600866.437500 Penalty: 4120.744629
	Iteration 56Q: 3 clusters Score -600866.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -600885.437500 Penalty: 4120.744629
	Iteration 57Q: 3 clusters Score -600885.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -600911.812500 Penalty: 4120.744629
	Iteration 58Q: 3 clusters Score -600911.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -600947.125000 Penalty: 4120.744629
	Iteration 59Q: 3 clusters Score -600947.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -600971.312500 Penalty: 4120.744629
	Iteration 60F: 3 clusters Score -600971.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -600988.750000 Penalty: 4120.744629
	Iteration 61Q: 3 clusters Score -600988.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -601009.375000 Penalty: 4120.744629
	Iteration 62Q: 3 clusters Score -601009.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -601034.250000 Penalty: 4120.744629
	Iteration 63Q: 3 clusters Score -601034.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -601074.500000 Penalty: 4120.744629
	Iteration 64Q: 3 clusters Score -601074.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -601103.812500 Penalty: 4120.744629
	Iteration 65Q: 3 clusters Score -601103.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -601125.125000 Penalty: 4120.744629
	Iteration 66Q: 3 clusters Score -601125.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -601135.937500 Penalty: 4120.744629
	Iteration 67Q: 3 clusters Score -601135.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -601147.562500 Penalty: 4120.744629
	Iteration 68Q: 3 clusters Score -601147.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -601160.687500 Penalty: 4120.744629
	Iteration 69Q: 3 clusters Score -601160.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -601175.750000 Penalty: 4120.744629
	Iteration 70Q: 3 clusters Score -601175.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -601188.125000 Penalty: 4120.744629
	Iteration 71Q: 3 clusters Score -601188.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -601201.250000 Penalty: 4120.744629
	Iteration 72Q: 3 clusters Score -601201.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -601205.312500 Penalty: 4120.744629
	Iteration 73Q: 3 clusters Score -601205.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -601208.625000 Penalty: 4120.744629
	Iteration 74Q: 3 clusters Score -601208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -601209.750000 Penalty: 4120.744629
	Iteration 75Q: 3 clusters Score -601209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -601211.062500 Penalty: 4120.744629
	Iteration 76Q: 3 clusters Score -601211.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -601214.062500 Penalty: 4120.744629
	Iteration 77Q: 3 clusters Score -601214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -601214.187500 Penalty: 4120.744629
	Iteration 78Q: 3 clusters Score -601214.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -601215.125000 Penalty: 4120.744629
	Iteration 79Q: 3 clusters Score -601215.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -601216.187500 Penalty: 4120.744629
	Iteration 80F: 3 clusters Score -601216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -601217.875000 Penalty: 4120.744629
	Iteration 81Q: 3 clusters Score -601217.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -601219.250000 Penalty: 4120.744629
	Iteration 82Q: 3 clusters Score -601219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -601219.500000 Penalty: 4120.744629
	Iteration 83Q: 3 clusters Score -601219.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -601220.875000 Penalty: 4120.744629
	Iteration 84Q: 3 clusters Score -601220.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -601222.375000 Penalty: 4120.744629
	Iteration 85Q: 3 clusters Score -601222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -601221.375000 Penalty: 4120.744629
	Iteration 86Q: 3 clusters Score -601221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -601223.937500 Penalty: 4120.744629
	Iteration 87Q: 3 clusters Score -601223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -601224.062500 Penalty: 4120.744629
	Iteration 88Q: 3 clusters Score -601224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -601224.062500 Penalty: 4120.744629
	Iteration 89F: 3 clusters Score -601224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -736191.750000 Penalty: 2104.710205
	Iteration 0F: 2 clusters Score -736191.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -731785.687500 Penalty: 4209.420410
	Iteration 0F: 3 clusters Score -731785.7 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -732827.875000 Penalty: 4209.420410
	Iteration 1F: 3 clusters Score -732827.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -733102.062500 Penalty: 4209.420410
	Iteration 2F: 3 clusters Score -733102.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -733301.625000 Penalty: 4209.420410
	Iteration 3F: 3 clusters Score -733301.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -733445.125000 Penalty: 4209.420410
	Iteration 4Q: 3 clusters Score -733445.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -733569.687500 Penalty: 4209.420410
	Iteration 5Q: 3 clusters Score -733569.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -733660.562500 Penalty: 4209.420410
	Iteration 6Q: 3 clusters Score -733660.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -733746.000000 Penalty: 4209.420410
	Iteration 7Q: 3 clusters Score -733746 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -733819.312500 Penalty: 4209.420410
	Iteration 8Q: 3 clusters Score -733819.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -733891.750000 Penalty: 4209.420410
	Iteration 9Q: 3 clusters Score -733891.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -733953.500000 Penalty: 4209.420410
	Iteration 10Q: 3 clusters Score -733953.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -734003.125000 Penalty: 4209.420410
	Iteration 11Q: 3 clusters Score -734003.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -734040.875000 Penalty: 4209.420410
	Iteration 12Q: 3 clusters Score -734040.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -734082.875000 Penalty: 4209.420410
	Iteration 13Q: 3 clusters Score -734082.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -734137.437500 Penalty: 4209.420410
	Iteration 14Q: 3 clusters Score -734137.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -734187.125000 Penalty: 4209.420410
	Iteration 15Q: 3 clusters Score -734187.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -734234.562500 Penalty: 4209.420410
	Iteration 16Q: 3 clusters Score -734234.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -734285.375000 Penalty: 4209.420410
	Iteration 17Q: 3 clusters Score -734285.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -734331.437500 Penalty: 4209.420410
	Iteration 18Q: 3 clusters Score -734331.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -734380.812500 Penalty: 4209.420410
	Iteration 19Q: 3 clusters Score -734380.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -734419.812500 Penalty: 4209.420410
	Iteration 20F: 3 clusters Score -734419.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -734443.437500 Penalty: 4209.420410
	Iteration 21Q: 3 clusters Score -734443.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -734462.312500 Penalty: 4209.420410
	Iteration 22Q: 3 clusters Score -734462.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -734489.812500 Penalty: 4209.420410
	Iteration 23Q: 3 clusters Score -734489.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -734521.750000 Penalty: 4209.420410
	Iteration 24Q: 3 clusters Score -734521.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -734556.500000 Penalty: 4209.420410
	Iteration 25Q: 3 clusters Score -734556.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -734580.812500 Penalty: 4209.420410
	Iteration 26Q: 3 clusters Score -734580.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -734605.625000 Penalty: 4209.420410
	Iteration 27Q: 3 clusters Score -734605.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -734625.125000 Penalty: 4209.420410
	Iteration 28Q: 3 clusters Score -734625.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -734641.437500 Penalty: 4209.420410
	Iteration 29Q: 3 clusters Score -734641.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -734664.687500 Penalty: 4209.420410
	Iteration 30Q: 3 clusters Score -734664.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -734686.937500 Penalty: 4209.420410
	Iteration 31Q: 3 clusters Score -734686.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -734703.937500 Penalty: 4209.420410
	Iteration 32Q: 3 clusters Score -734703.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -734724.875000 Penalty: 4209.420410
	Iteration 33Q: 3 clusters Score -734724.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -734756.500000 Penalty: 4209.420410
	Iteration 34Q: 3 clusters Score -734756.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -734778.875000 Penalty: 4209.420410
	Iteration 35Q: 3 clusters Score -734778.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -734790.562500 Penalty: 4209.420410
	Iteration 36Q: 3 clusters Score -734790.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -734804.750000 Penalty: 4209.420410
	Iteration 37Q: 3 clusters Score -734804.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -734816.875000 Penalty: 4209.420410
	Iteration 38Q: 3 clusters Score -734816.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -734831.062500 Penalty: 4209.420410
	Iteration 39Q: 3 clusters Score -734831.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -734843.375000 Penalty: 4209.420410
	Iteration 40F: 3 clusters Score -734843.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -734854.125000 Penalty: 4209.420410
	Iteration 41Q: 3 clusters Score -734854.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -734859.312500 Penalty: 4209.420410
	Iteration 42Q: 3 clusters Score -734859.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -734862.500000 Penalty: 4209.420410
	Iteration 43Q: 3 clusters Score -734862.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -734865.312500 Penalty: 4209.420410
	Iteration 44Q: 3 clusters Score -734865.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -734867.750000 Penalty: 4209.420410
	Iteration 45Q: 3 clusters Score -734867.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -734872.187500 Penalty: 4209.420410
	Iteration 46Q: 3 clusters Score -734872.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -734879.937500 Penalty: 4209.420410
	Iteration 47Q: 3 clusters Score -734879.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -734889.750000 Penalty: 4209.420410
	Iteration 48Q: 3 clusters Score -734889.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -734894.437500 Penalty: 4209.420410
	Iteration 49Q: 3 clusters Score -734894.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -734898.125000 Penalty: 4209.420410
	Iteration 50Q: 3 clusters Score -734898.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -734903.812500 Penalty: 4209.420410
	Iteration 51Q: 3 clusters Score -734903.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -734909.687500 Penalty: 4209.420410
	Iteration 52Q: 3 clusters Score -734909.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -734909.875000 Penalty: 4209.420410
	Iteration 53Q: 3 clusters Score -734909.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -734912.875000 Penalty: 4209.420410
	Iteration 54Q: 3 clusters Score -734912.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -734912.875000 Penalty: 4209.420410
	Iteration 55Q: 3 clusters Score -734912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -734915.500000 Penalty: 4209.420410
	Iteration 56Q: 3 clusters Score -734915.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -734916.812500 Penalty: 4209.420410
	Iteration 57Q: 3 clusters Score -734916.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -734920.250000 Penalty: 4209.420410
	Iteration 58Q: 3 clusters Score -734920.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -734921.375000 Penalty: 4209.420410
	Iteration 59Q: 3 clusters Score -734921.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -734923.562500 Penalty: 4209.420410
	Iteration 60F: 3 clusters Score -734923.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -734923.750000 Penalty: 4209.420410
	Iteration 61Q: 3 clusters Score -734923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -734925.687500 Penalty: 4209.420410
	Iteration 62Q: 3 clusters Score -734925.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -734926.687500 Penalty: 4209.420410
	Iteration 63Q: 3 clusters Score -734926.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -734928.937500 Penalty: 4209.420410
	Iteration 64Q: 3 clusters Score -734928.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -734937.250000 Penalty: 4209.420410
	Iteration 65Q: 3 clusters Score -734937.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -734939.187500 Penalty: 4209.420410
	Iteration 66Q: 3 clusters Score -734939.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -734942.437500 Penalty: 4209.420410
	Iteration 67Q: 3 clusters Score -734942.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -734946.062500 Penalty: 4209.420410
	Iteration 68Q: 3 clusters Score -734946.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -734951.625000 Penalty: 4209.420410
	Iteration 69Q: 3 clusters Score -734951.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -734954.937500 Penalty: 4209.420410
	Iteration 70Q: 3 clusters Score -734954.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -734962.687500 Penalty: 4209.420410
	Iteration 71Q: 3 clusters Score -734962.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -734969.812500 Penalty: 4209.420410
	Iteration 72Q: 3 clusters Score -734969.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -734971.937500 Penalty: 4209.420410
	Iteration 73Q: 3 clusters Score -734971.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -734972.937500 Penalty: 4209.420410
	Iteration 74Q: 3 clusters Score -734972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -734975.375000 Penalty: 4209.420410
	Iteration 75Q: 3 clusters Score -734975.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -734976.187500 Penalty: 4209.420410
	Iteration 76Q: 3 clusters Score -734976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -734974.687500 Penalty: 4209.420410
	Iteration 77Q: 3 clusters Score -734974.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -734975.312500 Penalty: 4209.420410
	Iteration 78Q: 3 clusters Score -734975.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -734975.312500 Penalty: 4209.420410
	Iteration 79F: 3 clusters Score -734975.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Entering Unmasked Estep 
Score: -2017547.375000 Penalty: 2345.946777
	Iteration 0F: 2 clusters Score -2017547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2008114.500000 Penalty: 4691.893555
	Iteration 0F: 3 clusters Score -2008114 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2011142.500000 Penalty: 4691.893555
	Iteration 1F: 3 clusters Score -2011142 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2011771.000000 Penalty: 4691.893555
	Iteration 2F: 3 clusters Score -2011771 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2012472.375000 Penalty: 4691.893555
	Iteration 3F: 3 clusters Score -2012472 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2013290.000000 Penalty: 4691.893555
	Iteration 4F: 3 clusters Score -2013290 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2014082.625000 Penalty: 4691.893555
	Iteration 5F: 3 clusters Score -2014083 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2014595.125000 Penalty: 4691.893555
	Iteration 6F: 3 clusters Score -2014595 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2014902.750000 Penalty: 4691.893555
	Iteration 7Q: 3 clusters Score -2014903 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2015133.000000 Penalty: 4691.893555
	Iteration 8Q: 3 clusters Score -2015133 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2015347.500000 Penalty: 4691.893555
	Iteration 9Q: 3 clusters Score -2015348 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2015581.125000 Penalty: 4691.893555
	Iteration 10Q: 3 clusters Score -2015581 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2015831.875000 Penalty: 4691.893555
	Iteration 11Q: 3 clusters Score -2015832 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2016132.000000 Penalty: 4691.893555
	Iteration 12Q: 3 clusters Score -2016132 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2016427.875000 Penalty: 4691.893555
	Iteration 13Q: 3 clusters Score -2016428 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2016749.375000 Penalty: 4691.893555
	Iteration 14Q: 3 clusters Score -2016749 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2016988.750000 Penalty: 4691.893555
	Iteration 15Q: 3 clusters Score -2016989 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2017104.125000 Penalty: 4691.893555
	Iteration 16Q: 3 clusters Score -2017104 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2017154.875000 Penalty: 4691.893555
	Iteration 17Q: 3 clusters Score -2017155 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2017179.375000 Penalty: 4691.893555
	Iteration 18Q: 3 clusters Score -2017179 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2017186.625000 Penalty: 4691.893555
	Iteration 19Q: 3 clusters Score -2017187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2017190.750000 Penalty: 4691.893555
	Iteration 20F: 3 clusters Score -2017191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2017195.625000 Penalty: 4691.893555
	Iteration 21Q: 3 clusters Score -2017196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2017197.750000 Penalty: 4691.893555
	Iteration 22Q: 3 clusters Score -2017198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2017202.750000 Penalty: 4691.893555
	Iteration 23Q: 3 clusters Score -2017203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2017206.375000 Penalty: 4691.893555
	Iteration 24Q: 3 clusters Score -2017206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2017203.125000 Penalty: 4691.893555
	Iteration 25Q: 3 clusters Score -2017203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2017202.500000 Penalty: 4691.893555
	Iteration 26Q: 3 clusters Score -2017202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2017204.000000 Penalty: 4691.893555
	Iteration 27Q: 3 clusters Score -2017204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2017204.750000 Penalty: 4691.893555
	Iteration 28Q: 3 clusters Score -2017205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2017208.000000 Penalty: 4691.893555
	Iteration 29Q: 3 clusters Score -2017208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2017207.250000 Penalty: 4691.893555
	Iteration 30Q: 3 clusters Score -2017207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2017207.625000 Penalty: 4691.893555
	Iteration 31Q: 3 clusters Score -2017208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2017209.000000 Penalty: 4691.893555
	Iteration 32Q: 3 clusters Score -2017209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2017211.625000 Penalty: 4691.893555
	Iteration 33Q: 3 clusters Score -2017212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2017211.000000 Penalty: 4691.893555
	Iteration 34Q: 3 clusters Score -2017211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2017211.000000 Penalty: 4691.893555
	Iteration 35F: 3 clusters Score -2017211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Entering Unmasked Estep 
Score: -4219364.000000 Penalty: 2529.985352
	Iteration 0F: 2 clusters Score -4219364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -4200829.500000 Penalty: 5059.970703
	Iteration 0F: 3 clusters Score -4200830 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -4207332.500000 Penalty: 5059.970703
	Iteration 1F: 3 clusters Score -4207332 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -4207837.500000 Penalty: 5059.970703
	Iteration 2F: 3 clusters Score -4207838 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -4208329.500000 Penalty: 5059.970703
	Iteration 3Q: 3 clusters Score -4208330 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -4208850.500000 Penalty: 5059.970703
	Iteration 4Q: 3 clusters Score -4208850 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -4209427.000000 Penalty: 5059.970703
	Iteration 5Q: 3 clusters Score -4209427 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -4210076.000000 Penalty: 5059.970703
	Iteration 6Q: 3 clusters Score -4210076 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -4210841.000000 Penalty: 5059.970703
	Iteration 7F: 3 clusters Score -4210841 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -4211564.000000 Penalty: 5059.970703
	Iteration 8F: 3 clusters Score -4211564 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -4212286.000000 Penalty: 5059.970703
	Iteration 9Q: 3 clusters Score -4212286 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -4212912.000000 Penalty: 5059.970703
	Iteration 10Q: 3 clusters Score -4212912 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -4213472.500000 Penalty: 5059.970703
	Iteration 11Q: 3 clusters Score -4213472 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -4213959.500000 Penalty: 5059.970703
	Iteration 12Q: 3 clusters Score -4213960 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -4214379.000000 Penalty: 5059.970703
	Iteration 13Q: 3 clusters Score -4214379 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -4214732.500000 Penalty: 5059.970703
	Iteration 14Q: 3 clusters Score -4214732 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -4215049.500000 Penalty: 5059.970703
	Iteration 15Q: 3 clusters Score -4215050 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -4215407.000000 Penalty: 5059.970703
	Iteration 16Q: 3 clusters Score -4215407 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -4215715.000000 Penalty: 5059.970703
	Iteration 17Q: 3 clusters Score -4215715 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -4216053.500000 Penalty: 5059.970703
	Iteration 18Q: 3 clusters Score -4216054 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -4216392.000000 Penalty: 5059.970703
	Iteration 19Q: 3 clusters Score -4216392 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -4216648.500000 Penalty: 5059.970703
	Iteration 20F: 3 clusters Score -4216648 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -4216807.500000 Penalty: 5059.970703
	Iteration 21Q: 3 clusters Score -4216808 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -4216929.000000 Penalty: 5059.970703
	Iteration 22Q: 3 clusters Score -4216929 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -4217015.000000 Penalty: 5059.970703
	Iteration 23Q: 3 clusters Score -4217015 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -4217087.000000 Penalty: 5059.970703
	Iteration 24Q: 3 clusters Score -4217087 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -4217141.500000 Penalty: 5059.970703
	Iteration 25Q: 3 clusters Score -4217142 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -4217193.500000 Penalty: 5059.970703
	Iteration 26Q: 3 clusters Score -4217194 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -4217229.000000 Penalty: 5059.970703
	Iteration 27Q: 3 clusters Score -4217229 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -4217253.500000 Penalty: 5059.970703
	Iteration 28Q: 3 clusters Score -4217254 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -4217292.500000 Penalty: 5059.970703
	Iteration 29Q: 3 clusters Score -4217292 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4217292.500000 Penalty: 5059.970703
	Iteration 30Q: 3 clusters Score -4217292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4217302.000000 Penalty: 5059.970703
	Iteration 31Q: 3 clusters Score -4217302 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4217322.000000 Penalty: 5059.970703
	Iteration 32Q: 3 clusters Score -4217322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -4217334.500000 Penalty: 5059.970703
	Iteration 33Q: 3 clusters Score -4217334 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4217331.000000 Penalty: 5059.970703
	Iteration 34Q: 3 clusters Score -4217331 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -4217343.000000 Penalty: 5059.970703
	Iteration 35Q: 3 clusters Score -4217343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -4217347.000000 Penalty: 5059.970703
	Iteration 36Q: 3 clusters Score -4217347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4217344.500000 Penalty: 5059.970703
	Iteration 37Q: 3 clusters Score -4217344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4217357.500000 Penalty: 5059.970703
	Iteration 38Q: 3 clusters Score -4217358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -4217354.500000 Penalty: 5059.970703
	Iteration 39Q: 3 clusters Score -4217354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4217354.000000 Penalty: 5059.970703
	Iteration 40F: 3 clusters Score -4217354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4217363.000000 Penalty: 5059.970703
	Iteration 41Q: 3 clusters Score -4217363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -4217354.000000 Penalty: 5059.970703
	Iteration 42Q: 3 clusters Score -4217354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4217357.000000 Penalty: 5059.970703
	Iteration 43Q: 3 clusters Score -4217357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -4217355.000000 Penalty: 5059.970703
	Iteration 44Q: 3 clusters Score -4217355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4217357.500000 Penalty: 5059.970703
	Iteration 45Q: 3 clusters Score -4217358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4217360.500000 Penalty: 5059.970703
	Iteration 46Q: 3 clusters Score -4217360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4217362.500000 Penalty: 5059.970703
	Iteration 47Q: 3 clusters Score -4217362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -4217361.000000 Penalty: 5059.970703
	Iteration 48Q: 3 clusters Score -4217361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4217359.500000 Penalty: 5059.970703
	Iteration 49Q: 3 clusters Score -4217360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4217358.000000 Penalty: 5059.970703
	Iteration 50Q: 3 clusters Score -4217358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -4217360.500000 Penalty: 5059.970703
	Iteration 51Q: 3 clusters Score -4217360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4217363.000000 Penalty: 5059.970703
	Iteration 52Q: 3 clusters Score -4217363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4217363.000000 Penalty: 5059.970703
	Iteration 53F: 3 clusters Score -4217363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -26476.263672 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -26476.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25581.128906 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -25581.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25636.347656 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -25636.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25660.394531 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -25660.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -25670.562500 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -25670.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25692.501953 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -25692.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25698.910156 Penalty: 2630.439209
	Iteration 5Q: 3 clusters Score -25698.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25698.910156 Penalty: 2630.439209
	Iteration 6F: 3 clusters Score -25698.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (122547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122547 members 
Entering Unmasked Estep 
Score: -18534988.000000 Penalty: 2905.629883
	Iteration 0F: 2 clusters Score -1.853499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -18453852.000000 Penalty: 5811.259766
	Iteration 0F: 3 clusters Score -1.845385e+07 nChanged 58181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -18487548.000000 Penalty: 5811.259766
	Iteration 1F: 3 clusters Score -1.848755e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -18488808.000000 Penalty: 5811.259766
	Iteration 2Q: 3 clusters Score -1.848881e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58732 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -18490300.000000 Penalty: 5811.259766
	Iteration 3Q: 3 clusters Score -1.84903e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -18492484.000000 Penalty: 5811.259766
	Iteration 4Q: 3 clusters Score -1.849248e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 67351 members 
Entering Unmasked Estep 
Score: -18495088.000000 Penalty: 5811.259766
	Iteration 5Q: 3 clusters Score -1.849509e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 70027 members 
Entering Unmasked Estep 
Score: -18498526.000000 Penalty: 5811.259766
	Iteration 6F: 3 clusters Score -1.849853e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -18502536.000000 Penalty: 5811.259766
	Iteration 7F: 3 clusters Score -1.850254e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -18506700.000000 Penalty: 5811.259766
	Iteration 8F: 3 clusters Score -1.85067e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 81637 members 
Entering Unmasked Estep 
Score: -18511080.000000 Penalty: 5811.259766
	Iteration 9F: 3 clusters Score -1.851108e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 85491 members 
Entering Unmasked Estep 
Score: -18515018.000000 Penalty: 5811.259766
	Iteration 10Q: 3 clusters Score -1.851502e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 88900 members 
Entering Unmasked Estep 
Score: -18517890.000000 Penalty: 5811.259766
	Iteration 11Q: 3 clusters Score -1.851789e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 91782 members 
Entering Unmasked Estep 
Score: -18519840.000000 Penalty: 5811.259766
	Iteration 12Q: 3 clusters Score -1.851984e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 94339 members 
Entering Unmasked Estep 
Score: -18521152.000000 Penalty: 5811.259766
	Iteration 13Q: 3 clusters Score -1.852115e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 96637 members 
Entering Unmasked Estep 
Score: -18522108.000000 Penalty: 5811.259766
	Iteration 14Q: 3 clusters Score -1.852211e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 98859 members 
Entering Unmasked Estep 
Score: -18522912.000000 Penalty: 5811.259766
	Iteration 15Q: 3 clusters Score -1.852291e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 101014 members 
Entering Unmasked Estep 
Score: -18523716.000000 Penalty: 5811.259766
	Iteration 16Q: 3 clusters Score -1.852372e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 103115 members 
Entering Unmasked Estep 
Score: -18524536.000000 Penalty: 5811.259766
	Iteration 17Q: 3 clusters Score -1.852454e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 105133 members 
Entering Unmasked Estep 
Score: -18525422.000000 Penalty: 5811.259766
	Iteration 18Q: 3 clusters Score -1.852542e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 107089 members 
Entering Unmasked Estep 
Score: -18526242.000000 Penalty: 5811.259766
	Iteration 19Q: 3 clusters Score -1.852624e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 108983 members 
Entering Unmasked Estep 
Score: -18527172.000000 Penalty: 5811.259766
	Iteration 20F: 3 clusters Score -1.852717e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 110790 members 
Entering Unmasked Estep 
Score: -18528006.000000 Penalty: 5811.259766
	Iteration 21Q: 3 clusters Score -1.852801e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 112545 members 
Entering Unmasked Estep 
Score: -18528908.000000 Penalty: 5811.259766
	Iteration 22Q: 3 clusters Score -1.852891e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 114130 members 
Entering Unmasked Estep 
Score: -18529740.000000 Penalty: 5811.259766
	Iteration 23Q: 3 clusters Score -1.852974e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 115511 members 
Entering Unmasked Estep 
Score: -18530508.000000 Penalty: 5811.259766
	Iteration 24Q: 3 clusters Score -1.853051e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 116666 members 
Entering Unmasked Estep 
Score: -18531012.000000 Penalty: 5811.259766
	Iteration 25Q: 3 clusters Score -1.853101e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 117596 members 
Entering Unmasked Estep 
Score: -18531438.000000 Penalty: 5811.259766
	Iteration 26Q: 3 clusters Score -1.853144e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 118312 members 
Entering Unmasked Estep 
Score: -18531802.000000 Penalty: 5811.259766
	Iteration 27Q: 3 clusters Score -1.85318e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 118879 members 
Entering Unmasked Estep 
Score: -18532064.000000 Penalty: 5811.259766
	Iteration 28Q: 3 clusters Score -1.853206e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 119355 members 
Entering Unmasked Estep 
Score: -18532294.000000 Penalty: 5811.259766
	Iteration 29Q: 3 clusters Score -1.853229e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 119696 members 
Entering Unmasked Estep 
Score: -18532462.000000 Penalty: 5811.259766
	Iteration 30Q: 3 clusters Score -1.853246e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 119981 members 
Entering Unmasked Estep 
Score: -18532532.000000 Penalty: 5811.259766
	Iteration 31Q: 3 clusters Score -1.853253e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 120200 members 
Entering Unmasked Estep 
Score: -18532644.000000 Penalty: 5811.259766
	Iteration 32Q: 3 clusters Score -1.853264e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 120385 members 
Entering Unmasked Estep 
Score: -18532710.000000 Penalty: 5811.259766
	Iteration 33Q: 3 clusters Score -1.853271e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 120540 members 
Entering Unmasked Estep 
Score: -18532752.000000 Penalty: 5811.259766
	Iteration 34Q: 3 clusters Score -1.853275e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 120672 members 
Entering Unmasked Estep 
Score: -18532780.000000 Penalty: 5811.259766
	Iteration 35Q: 3 clusters Score -1.853278e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 120783 members 
Entering Unmasked Estep 
Score: -18532822.000000 Penalty: 5811.259766
	Iteration 36Q: 3 clusters Score -1.853282e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 120872 members 
Entering Unmasked Estep 
Score: -18532872.000000 Penalty: 5811.259766
	Iteration 37Q: 3 clusters Score -1.853287e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 120941 members 
Entering Unmasked Estep 
Score: -18532902.000000 Penalty: 5811.259766
	Iteration 38Q: 3 clusters Score -1.85329e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 120987 members 
Entering Unmasked Estep 
Score: -18532906.000000 Penalty: 5811.259766
	Iteration 39Q: 3 clusters Score -1.853291e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 121029 members 
Entering Unmasked Estep 
Score: -18532952.000000 Penalty: 5811.259766
	Iteration 40F: 3 clusters Score -1.853295e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 121071 members 
Entering Unmasked Estep 
Score: -18532952.000000 Penalty: 5811.259766
	Iteration 41Q: 3 clusters Score -1.853295e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 121108 members 
Entering Unmasked Estep 
Score: -18532986.000000 Penalty: 5811.259766
	Iteration 42Q: 3 clusters Score -1.853299e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 121133 members 
Entering Unmasked Estep 
Score: -18533006.000000 Penalty: 5811.259766
	Iteration 43Q: 3 clusters Score -1.853301e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 121156 members 
Entering Unmasked Estep 
Score: -18533000.000000 Penalty: 5811.259766
	Iteration 44Q: 3 clusters Score -1.8533e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 121172 members 
Entering Unmasked Estep 
Score: -18533004.000000 Penalty: 5811.259766
	Iteration 45Q: 3 clusters Score -1.8533e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 121194 members 
Entering Unmasked Estep 
Score: -18533012.000000 Penalty: 5811.259766
	Iteration 46Q: 3 clusters Score -1.853301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 121210 members 
Entering Unmasked Estep 
Score: -18533012.000000 Penalty: 5811.259766
	Iteration 47Q: 3 clusters Score -1.853301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 121218 members 
Entering Unmasked Estep 
Score: -18533016.000000 Penalty: 5811.259766
	Iteration 48Q: 3 clusters Score -1.853302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 121227 members 
Entering Unmasked Estep 
Score: -18533024.000000 Penalty: 5811.259766
	Iteration 49Q: 3 clusters Score -1.853302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 121240 members 
Entering Unmasked Estep 
Score: -18533036.000000 Penalty: 5811.259766
	Iteration 50Q: 3 clusters Score -1.853304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 121251 members 
Entering Unmasked Estep 
Score: -18533034.000000 Penalty: 5811.259766
	Iteration 51Q: 3 clusters Score -1.853303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 121260 members 
Entering Unmasked Estep 
Score: -18533032.000000 Penalty: 5811.259766
	Iteration 52Q: 3 clusters Score -1.853303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 121266 members 
Entering Unmasked Estep 
Score: -18533026.000000 Penalty: 5811.259766
	Iteration 53Q: 3 clusters Score -1.853303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 121269 members 
Entering Unmasked Estep 
Score: -18533020.000000 Penalty: 5811.259766
	Iteration 54Q: 3 clusters Score -1.853302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 121274 members 
Entering Unmasked Estep 
Score: -18533032.000000 Penalty: 5811.259766
	Iteration 55Q: 3 clusters Score -1.853303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 121278 members 
Entering Unmasked Estep 
Score: -18533028.000000 Penalty: 5811.259766
	Iteration 56Q: 3 clusters Score -1.853303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 121279 members 
Entering Unmasked Estep 
Score: -18533026.000000 Penalty: 5811.259766
	Iteration 57Q: 3 clusters Score -1.853303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 121279 members 
Entering Unmasked Estep 
Score: -18533024.000000 Penalty: 5811.259766
	Iteration 58Q: 3 clusters Score -1.853302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 121279 members 
Entering Unmasked Estep 
Score: -18533024.000000 Penalty: 5811.259766
	Iteration 59F: 3 clusters Score -1.853302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Entering Unmasked Estep 
Score: -2807697.000000 Penalty: 2425.178223
	Iteration 0F: 2 clusters Score -2807697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2795221.750000 Penalty: 4850.356445
	Iteration 0F: 3 clusters Score -2795222 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2799270.500000 Penalty: 4850.356445
	Iteration 1F: 3 clusters Score -2799270 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2799788.500000 Penalty: 4850.356445
	Iteration 2F: 3 clusters Score -2799788 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2800370.500000 Penalty: 4850.356445
	Iteration 3F: 3 clusters Score -2800370 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2800991.250000 Penalty: 4850.356445
	Iteration 4F: 3 clusters Score -2800991 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2801677.500000 Penalty: 4850.356445
	Iteration 5F: 3 clusters Score -2801678 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2802441.750000 Penalty: 4850.356445
	Iteration 6F: 3 clusters Score -2802442 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2803360.000000 Penalty: 4850.356445
	Iteration 7F: 3 clusters Score -2803360 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2804342.000000 Penalty: 4850.356445
	Iteration 8F: 3 clusters Score -2804342 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2805287.000000 Penalty: 4850.356445
	Iteration 9F: 3 clusters Score -2805287 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2805980.000000 Penalty: 4850.356445
	Iteration 10Q: 3 clusters Score -2805980 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2806323.500000 Penalty: 4850.356445
	Iteration 11Q: 3 clusters Score -2806324 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2806465.250000 Penalty: 4850.356445
	Iteration 12Q: 3 clusters Score -2806465 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2806543.750000 Penalty: 4850.356445
	Iteration 13Q: 3 clusters Score -2806544 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2806587.750000 Penalty: 4850.356445
	Iteration 14Q: 3 clusters Score -2806588 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2806615.500000 Penalty: 4850.356445
	Iteration 15Q: 3 clusters Score -2806616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2806622.750000 Penalty: 4850.356445
	Iteration 16Q: 3 clusters Score -2806623 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2806633.250000 Penalty: 4850.356445
	Iteration 17Q: 3 clusters Score -2806633 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2806641.250000 Penalty: 4850.356445
	Iteration 18Q: 3 clusters Score -2806641 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2806671.500000 Penalty: 4850.356445
	Iteration 19Q: 3 clusters Score -2806672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2806682.000000 Penalty: 4850.356445
	Iteration 20F: 3 clusters Score -2806682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2806692.250000 Penalty: 4850.356445
	Iteration 21Q: 3 clusters Score -2806692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2806705.000000 Penalty: 4850.356445
	Iteration 22Q: 3 clusters Score -2806705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2806714.500000 Penalty: 4850.356445
	Iteration 23Q: 3 clusters Score -2806714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2806730.000000 Penalty: 4850.356445
	Iteration 24Q: 3 clusters Score -2806730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2806732.250000 Penalty: 4850.356445
	Iteration 25Q: 3 clusters Score -2806732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2806748.750000 Penalty: 4850.356445
	Iteration 26Q: 3 clusters Score -2806749 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2806752.250000 Penalty: 4850.356445
	Iteration 27Q: 3 clusters Score -2806752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2806770.750000 Penalty: 4850.356445
	Iteration 28Q: 3 clusters Score -2806771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2806782.750000 Penalty: 4850.356445
	Iteration 29Q: 3 clusters Score -2806783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2806800.000000 Penalty: 4850.356445
	Iteration 30Q: 3 clusters Score -2806800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2806826.000000 Penalty: 4850.356445
	Iteration 31Q: 3 clusters Score -2806826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2806838.000000 Penalty: 4850.356445
	Iteration 32Q: 3 clusters Score -2806838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2806856.000000 Penalty: 4850.356445
	Iteration 33Q: 3 clusters Score -2806856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2806864.750000 Penalty: 4850.356445
	Iteration 34Q: 3 clusters Score -2806865 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2806876.000000 Penalty: 4850.356445
	Iteration 35Q: 3 clusters Score -2806876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2806898.750000 Penalty: 4850.356445
	Iteration 36Q: 3 clusters Score -2806899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2806907.500000 Penalty: 4850.356445
	Iteration 37Q: 3 clusters Score -2806908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2806921.000000 Penalty: 4850.356445
	Iteration 38Q: 3 clusters Score -2806921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2806939.500000 Penalty: 4850.356445
	Iteration 39Q: 3 clusters Score -2806940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2806963.250000 Penalty: 4850.356445
	Iteration 40F: 3 clusters Score -2806963 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2806984.250000 Penalty: 4850.356445
	Iteration 41Q: 3 clusters Score -2806984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2807001.250000 Penalty: 4850.356445
	Iteration 42Q: 3 clusters Score -2807001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2807012.500000 Penalty: 4850.356445
	Iteration 43Q: 3 clusters Score -2807012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2807029.750000 Penalty: 4850.356445
	Iteration 44Q: 3 clusters Score -2807030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2807037.250000 Penalty: 4850.356445
	Iteration 45Q: 3 clusters Score -2807037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2807045.500000 Penalty: 4850.356445
	Iteration 46Q: 3 clusters Score -2807046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2807054.250000 Penalty: 4850.356445
	Iteration 47Q: 3 clusters Score -2807054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2807060.750000 Penalty: 4850.356445
	Iteration 48Q: 3 clusters Score -2807061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2807063.750000 Penalty: 4850.356445
	Iteration 49Q: 3 clusters Score -2807064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2807067.750000 Penalty: 4850.356445
	Iteration 50Q: 3 clusters Score -2807068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2807068.750000 Penalty: 4850.356445
	Iteration 51Q: 3 clusters Score -2807069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2807075.750000 Penalty: 4850.356445
	Iteration 52Q: 3 clusters Score -2807076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2807084.750000 Penalty: 4850.356445
	Iteration 53Q: 3 clusters Score -2807085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2807084.000000 Penalty: 4850.356445
	Iteration 54Q: 3 clusters Score -2807084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2807088.750000 Penalty: 4850.356445
	Iteration 55Q: 3 clusters Score -2807089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2807091.000000 Penalty: 4850.356445
	Iteration 56Q: 3 clusters Score -2807091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2807089.500000 Penalty: 4850.356445
	Iteration 57Q: 3 clusters Score -2807090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2807089.500000 Penalty: 4850.356445
	Iteration 58F: 3 clusters Score -2807090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -61023.882812 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -61023.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59635.386719 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -59635.39 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59779.929688 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -59779.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59841.562500 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -59841.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59882.339844 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -59882.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59921.296875 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -59921.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -59936.007812 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -59936.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -59938.093750 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -59938.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -59946.089844 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -59946.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59957.859375 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -59957.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59973.890625 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -59973.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -60002.171875 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -60002.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -60037.324219 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -60037.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -60082.847656 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -60082.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -60165.683594 Penalty: 3019.040283
	Iteration 13Q: 3 clusters Score -60165.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -60245.761719 Penalty: 3019.040283
	Iteration 14Q: 3 clusters Score -60245.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -60366.054688 Penalty: 3019.040283
	Iteration 15Q: 3 clusters Score -60366.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -60470.527344 Penalty: 3019.040283
	Iteration 16Q: 3 clusters Score -60470.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -60534.769531 Penalty: 3019.040283
	Iteration 17Q: 3 clusters Score -60534.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -60567.632812 Penalty: 3019.040283
	Iteration 18Q: 3 clusters Score -60567.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -60567.632812 Penalty: 3019.040283
	Iteration 19F: 3 clusters Score -60567.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Entering Unmasked Estep 
Score: -1538195.000000 Penalty: 2281.019775
	Iteration 0F: 2 clusters Score -1538195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1530631.875000 Penalty: 4562.039551
	Iteration 0F: 3 clusters Score -1530632 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1532873.000000 Penalty: 4562.039551
	Iteration 1F: 3 clusters Score -1532873 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1533190.750000 Penalty: 4562.039551
	Iteration 2F: 3 clusters Score -1533191 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1533452.500000 Penalty: 4562.039551
	Iteration 3F: 3 clusters Score -1533452 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1533718.750000 Penalty: 4562.039551
	Iteration 4Q: 3 clusters Score -1533719 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1534003.750000 Penalty: 4562.039551
	Iteration 5Q: 3 clusters Score -1534004 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1534366.250000 Penalty: 4562.039551
	Iteration 6F: 3 clusters Score -1534366 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1534871.000000 Penalty: 4562.039551
	Iteration 7F: 3 clusters Score -1534871 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1535447.125000 Penalty: 4562.039551
	Iteration 8F: 3 clusters Score -1535447 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1535938.375000 Penalty: 4562.039551
	Iteration 9F: 3 clusters Score -1535938 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1536269.625000 Penalty: 4562.039551
	Iteration 10Q: 3 clusters Score -1536270 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1536462.000000 Penalty: 4562.039551
	Iteration 11Q: 3 clusters Score -1536462 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1536588.000000 Penalty: 4562.039551
	Iteration 12Q: 3 clusters Score -1536588 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1536668.000000 Penalty: 4562.039551
	Iteration 13Q: 3 clusters Score -1536668 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1536727.875000 Penalty: 4562.039551
	Iteration 14Q: 3 clusters Score -1536728 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1536776.000000 Penalty: 4562.039551
	Iteration 15Q: 3 clusters Score -1536776 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1536810.125000 Penalty: 4562.039551
	Iteration 16Q: 3 clusters Score -1536810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1536834.125000 Penalty: 4562.039551
	Iteration 17Q: 3 clusters Score -1536834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1536849.125000 Penalty: 4562.039551
	Iteration 18Q: 3 clusters Score -1536849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1536853.000000 Penalty: 4562.039551
	Iteration 19Q: 3 clusters Score -1536853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1536859.875000 Penalty: 4562.039551
	Iteration 20F: 3 clusters Score -1536860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1536872.375000 Penalty: 4562.039551
	Iteration 21Q: 3 clusters Score -1536872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1536879.375000 Penalty: 4562.039551
	Iteration 22Q: 3 clusters Score -1536879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1536885.750000 Penalty: 4562.039551
	Iteration 23Q: 3 clusters Score -1536886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1536890.875000 Penalty: 4562.039551
	Iteration 24Q: 3 clusters Score -1536891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1536894.375000 Penalty: 4562.039551
	Iteration 25Q: 3 clusters Score -1536894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1536897.375000 Penalty: 4562.039551
	Iteration 26Q: 3 clusters Score -1536897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1536897.500000 Penalty: 4562.039551
	Iteration 27Q: 3 clusters Score -1536898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1536896.625000 Penalty: 4562.039551
	Iteration 28Q: 3 clusters Score -1536897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1536897.750000 Penalty: 4562.039551
	Iteration 29Q: 3 clusters Score -1536898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1536895.500000 Penalty: 4562.039551
	Iteration 30Q: 3 clusters Score -1536896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1536894.875000 Penalty: 4562.039551
	Iteration 31Q: 3 clusters Score -1536895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1536896.375000 Penalty: 4562.039551
	Iteration 32Q: 3 clusters Score -1536896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1536896.375000 Penalty: 4562.039551
	Iteration 33F: 3 clusters Score -1536896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Entering Unmasked Estep 
Score: -2422802.000000 Penalty: 2407.890381
	Iteration 0F: 2 clusters Score -2422802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2410915.000000 Penalty: 4815.780762
	Iteration 0F: 3 clusters Score -2410915 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2415205.500000 Penalty: 4815.780762
	Iteration 1F: 3 clusters Score -2415206 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2415948.250000 Penalty: 4815.780762
	Iteration 2F: 3 clusters Score -2415948 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2416633.000000 Penalty: 4815.780762
	Iteration 3F: 3 clusters Score -2416633 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2417279.500000 Penalty: 4815.780762
	Iteration 4F: 3 clusters Score -2417280 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2417806.000000 Penalty: 4815.780762
	Iteration 5F: 3 clusters Score -2417806 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2418219.750000 Penalty: 4815.780762
	Iteration 6Q: 3 clusters Score -2418220 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2418575.750000 Penalty: 4815.780762
	Iteration 7Q: 3 clusters Score -2418576 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2418849.000000 Penalty: 4815.780762
	Iteration 8Q: 3 clusters Score -2418849 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2419077.500000 Penalty: 4815.780762
	Iteration 9Q: 3 clusters Score -2419078 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2419292.750000 Penalty: 4815.780762
	Iteration 10Q: 3 clusters Score -2419293 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2419471.250000 Penalty: 4815.780762
	Iteration 11Q: 3 clusters Score -2419471 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2419636.000000 Penalty: 4815.780762
	Iteration 12Q: 3 clusters Score -2419636 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2419789.000000 Penalty: 4815.780762
	Iteration 13Q: 3 clusters Score -2419789 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2419924.250000 Penalty: 4815.780762
	Iteration 14Q: 3 clusters Score -2419924 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2420095.000000 Penalty: 4815.780762
	Iteration 15Q: 3 clusters Score -2420095 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2420247.250000 Penalty: 4815.780762
	Iteration 16Q: 3 clusters Score -2420247 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2420385.000000 Penalty: 4815.780762
	Iteration 17Q: 3 clusters Score -2420385 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2420506.250000 Penalty: 4815.780762
	Iteration 18Q: 3 clusters Score -2420506 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2420651.250000 Penalty: 4815.780762
	Iteration 19Q: 3 clusters Score -2420651 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2420789.000000 Penalty: 4815.780762
	Iteration 20F: 3 clusters Score -2420789 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2420924.000000 Penalty: 4815.780762
	Iteration 21Q: 3 clusters Score -2420924 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2421043.250000 Penalty: 4815.780762
	Iteration 22Q: 3 clusters Score -2421043 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2421135.000000 Penalty: 4815.780762
	Iteration 23Q: 3 clusters Score -2421135 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2421207.250000 Penalty: 4815.780762
	Iteration 24Q: 3 clusters Score -2421207 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2421262.250000 Penalty: 4815.780762
	Iteration 25Q: 3 clusters Score -2421262 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2421310.000000 Penalty: 4815.780762
	Iteration 26Q: 3 clusters Score -2421310 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2421356.750000 Penalty: 4815.780762
	Iteration 27Q: 3 clusters Score -2421357 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2421379.750000 Penalty: 4815.780762
	Iteration 28Q: 3 clusters Score -2421380 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2421414.500000 Penalty: 4815.780762
	Iteration 29Q: 3 clusters Score -2421414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2421435.500000 Penalty: 4815.780762
	Iteration 30Q: 3 clusters Score -2421436 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2421465.250000 Penalty: 4815.780762
	Iteration 31Q: 3 clusters Score -2421465 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2421491.000000 Penalty: 4815.780762
	Iteration 32Q: 3 clusters Score -2421491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2421510.500000 Penalty: 4815.780762
	Iteration 33Q: 3 clusters Score -2421510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2421522.750000 Penalty: 4815.780762
	Iteration 34Q: 3 clusters Score -2421523 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2421524.250000 Penalty: 4815.780762
	Iteration 35Q: 3 clusters Score -2421524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2421534.500000 Penalty: 4815.780762
	Iteration 36Q: 3 clusters Score -2421534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2421536.000000 Penalty: 4815.780762
	Iteration 37Q: 3 clusters Score -2421536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2421537.750000 Penalty: 4815.780762
	Iteration 38Q: 3 clusters Score -2421538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2421546.250000 Penalty: 4815.780762
	Iteration 39Q: 3 clusters Score -2421546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2421549.500000 Penalty: 4815.780762
	Iteration 40F: 3 clusters Score -2421550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2421555.000000 Penalty: 4815.780762
	Iteration 41Q: 3 clusters Score -2421555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2421557.250000 Penalty: 4815.780762
	Iteration 42Q: 3 clusters Score -2421557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2421556.250000 Penalty: 4815.780762
	Iteration 43Q: 3 clusters Score -2421556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2421557.000000 Penalty: 4815.780762
	Iteration 44Q: 3 clusters Score -2421557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2421556.500000 Penalty: 4815.780762
	Iteration 45Q: 3 clusters Score -2421556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2421555.500000 Penalty: 4815.780762
	Iteration 46Q: 3 clusters Score -2421556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2421555.500000 Penalty: 4815.780762
	Iteration 47F: 3 clusters Score -2421556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -592368.875000 Penalty: 2056.179199
	Iteration 0F: 2 clusters Score -592368.9 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 1934 members 
Entering Unmasked Estep 
Score: -588529.312500 Penalty: 4112.358398
	Iteration 0F: 3 clusters Score -588529.3 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -589521.750000 Penalty: 4112.358398
	Iteration 1F: 3 clusters Score -589521.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -589859.125000 Penalty: 4112.358398
	Iteration 2F: 3 clusters Score -589859.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -590107.250000 Penalty: 4112.358398
	Iteration 3F: 3 clusters Score -590107.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -590292.750000 Penalty: 4112.358398
	Iteration 4F: 3 clusters Score -590292.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -590498.000000 Penalty: 4112.358398
	Iteration 5Q: 3 clusters Score -590498 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -590684.125000 Penalty: 4112.358398
	Iteration 6Q: 3 clusters Score -590684.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -590837.875000 Penalty: 4112.358398
	Iteration 7Q: 3 clusters Score -590837.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -590972.375000 Penalty: 4112.358398
	Iteration 8Q: 3 clusters Score -590972.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -591061.125000 Penalty: 4112.358398
	Iteration 9Q: 3 clusters Score -591061.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -591116.250000 Penalty: 4112.358398
	Iteration 10Q: 3 clusters Score -591116.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -591155.312500 Penalty: 4112.358398
	Iteration 11Q: 3 clusters Score -591155.3 nChanged 53
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: -591186.000000 Penalty: 4112.358398
	Iteration 12Q: 3 clusters Score -591186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -591203.125000 Penalty: 4112.358398
	Iteration 13Q: 3 clusters Score -591203.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -591215.625000 Penalty: 4112.358398
	Iteration 14Q: 3 clusters Score -591215.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -591226.062500 Penalty: 4112.358398
	Iteration 15Q: 3 clusters Score -591226.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -591232.500000 Penalty: 4112.358398
	Iteration 16Q: 3 clusters Score -591232.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -591233.187500 Penalty: 4112.358398
	Iteration 17Q: 3 clusters Score -591233.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -591237.250000 Penalty: 4112.358398
	Iteration 18Q: 3 clusters Score -591237.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -591240.437500 Penalty: 4112.358398
	Iteration 19Q: 3 clusters Score -591240.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -591245.437500 Penalty: 4112.358398
	Iteration 20F: 3 clusters Score -591245.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -591250.125000 Penalty: 4112.358398
	Iteration 21Q: 3 clusters Score -591250.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -591253.937500 Penalty: 4112.358398
	Iteration 22Q: 3 clusters Score -591253.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -591255.625000 Penalty: 4112.358398
	Iteration 23Q: 3 clusters Score -591255.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -591259.062500 Penalty: 4112.358398
	Iteration 24Q: 3 clusters Score -591259.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -591262.625000 Penalty: 4112.358398
	Iteration 25Q: 3 clusters Score -591262.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -591263.937500 Penalty: 4112.358398
	Iteration 26Q: 3 clusters Score -591263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -591263.687500 Penalty: 4112.358398
	Iteration 27Q: 3 clusters Score -591263.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -591264.625000 Penalty: 4112.358398
	Iteration 28Q: 3 clusters Score -591264.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -591264.625000 Penalty: 4112.358398
	Iteration 29F: 3 clusters Score -591264.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108080 members 
Entering Unmasked Estep 
Score: -17341182.000000 Penalty: 2874.475342
	Iteration 0F: 2 clusters Score -1.734118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -17276680.000000 Penalty: 5748.950684
	Iteration 0F: 3 clusters Score -1.727668e+07 nChanged 51262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -17306176.000000 Penalty: 5748.950684
	Iteration 1F: 3 clusters Score -1.730618e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -17307106.000000 Penalty: 5748.950684
	Iteration 2Q: 3 clusters Score -1.730711e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -17308096.000000 Penalty: 5748.950684
	Iteration 3Q: 3 clusters Score -1.73081e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -17309432.000000 Penalty: 5748.950684
	Iteration 4Q: 3 clusters Score -1.730943e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -17311346.000000 Penalty: 5748.950684
	Iteration 5Q: 3 clusters Score -1.731135e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -17314708.000000 Penalty: 5748.950684
	Iteration 6F: 3 clusters Score -1.731471e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -17320038.000000 Penalty: 5748.950684
	Iteration 7F: 3 clusters Score -1.732004e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88611 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -17327174.000000 Penalty: 5748.950684
	Iteration 8F: 3 clusters Score -1.732717e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97377 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -17333578.000000 Penalty: 5748.950684
	Iteration 9F: 3 clusters Score -1.733358e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103305 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -17336800.000000 Penalty: 5748.950684
	Iteration 10F: 3 clusters Score -1.73368e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106170 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -17337970.000000 Penalty: 5748.950684
	Iteration 11Q: 3 clusters Score -1.733797e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107243 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -17338392.000000 Penalty: 5748.950684
	Iteration 12Q: 3 clusters Score -1.733839e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107583 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -17338562.000000 Penalty: 5748.950684
	Iteration 13Q: 3 clusters Score -1.733856e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107691 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -17338634.000000 Penalty: 5748.950684
	Iteration 14Q: 3 clusters Score -1.733863e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107740 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -17338700.000000 Penalty: 5748.950684
	Iteration 15Q: 3 clusters Score -1.73387e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107760 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -17338754.000000 Penalty: 5748.950684
	Iteration 16Q: 3 clusters Score -1.733875e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107767 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -17338804.000000 Penalty: 5748.950684
	Iteration 17Q: 3 clusters Score -1.73388e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107769 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -17338828.000000 Penalty: 5748.950684
	Iteration 18Q: 3 clusters Score -1.733883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107773 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -17338830.000000 Penalty: 5748.950684
	Iteration 19Q: 3 clusters Score -1.733883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107776 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -17338832.000000 Penalty: 5748.950684
	Iteration 20F: 3 clusters Score -1.733883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107779 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -17338844.000000 Penalty: 5748.950684
	Iteration 21Q: 3 clusters Score -1.733884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107784 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -17338836.000000 Penalty: 5748.950684
	Iteration 22Q: 3 clusters Score -1.733884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107783 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17338842.000000 Penalty: 5748.950684
	Iteration 23Q: 3 clusters Score -1.733884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107783 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -17338842.000000 Penalty: 5748.950684
	Iteration 24F: 3 clusters Score -1.733884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Entering Unmasked Estep 
Score: -1541365.750000 Penalty: 2281.872070
	Iteration 0F: 2 clusters Score -1541366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1533637.250000 Penalty: 4563.744141
	Iteration 0F: 3 clusters Score -1533637 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1535968.000000 Penalty: 4563.744141
	Iteration 1F: 3 clusters Score -1535968 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1536347.250000 Penalty: 4563.744141
	Iteration 2F: 3 clusters Score -1536347 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1536645.125000 Penalty: 4563.744141
	Iteration 3F: 3 clusters Score -1536645 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1536896.750000 Penalty: 4563.744141
	Iteration 4F: 3 clusters Score -1536897 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1537123.375000 Penalty: 4563.744141
	Iteration 5Q: 3 clusters Score -1537123 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1537364.625000 Penalty: 4563.744141
	Iteration 6Q: 3 clusters Score -1537365 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1537639.250000 Penalty: 4563.744141
	Iteration 7Q: 3 clusters Score -1537639 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1537914.250000 Penalty: 4563.744141
	Iteration 8Q: 3 clusters Score -1537914 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1538138.000000 Penalty: 4563.744141
	Iteration 9Q: 3 clusters Score -1538138 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1538324.625000 Penalty: 4563.744141
	Iteration 10Q: 3 clusters Score -1538325 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1538481.625000 Penalty: 4563.744141
	Iteration 11Q: 3 clusters Score -1538482 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1538617.625000 Penalty: 4563.744141
	Iteration 12Q: 3 clusters Score -1538618 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1538737.500000 Penalty: 4563.744141
	Iteration 13Q: 3 clusters Score -1538738 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1538853.000000 Penalty: 4563.744141
	Iteration 14Q: 3 clusters Score -1538853 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1538960.250000 Penalty: 4563.744141
	Iteration 15Q: 3 clusters Score -1538960 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1539028.625000 Penalty: 4563.744141
	Iteration 16Q: 3 clusters Score -1539029 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1539080.500000 Penalty: 4563.744141
	Iteration 17Q: 3 clusters Score -1539080 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1539136.000000 Penalty: 4563.744141
	Iteration 18Q: 3 clusters Score -1539136 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1539181.875000 Penalty: 4563.744141
	Iteration 19Q: 3 clusters Score -1539182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1539221.625000 Penalty: 4563.744141
	Iteration 20F: 3 clusters Score -1539222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1539259.750000 Penalty: 4563.744141
	Iteration 21Q: 3 clusters Score -1539260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1539287.250000 Penalty: 4563.744141
	Iteration 22Q: 3 clusters Score -1539287 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1539309.875000 Penalty: 4563.744141
	Iteration 23Q: 3 clusters Score -1539310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1539328.500000 Penalty: 4563.744141
	Iteration 24Q: 3 clusters Score -1539328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1539337.375000 Penalty: 4563.744141
	Iteration 25Q: 3 clusters Score -1539337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1539351.500000 Penalty: 4563.744141
	Iteration 26Q: 3 clusters Score -1539352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1539359.875000 Penalty: 4563.744141
	Iteration 27Q: 3 clusters Score -1539360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1539371.625000 Penalty: 4563.744141
	Iteration 28Q: 3 clusters Score -1539372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1539378.125000 Penalty: 4563.744141
	Iteration 29Q: 3 clusters Score -1539378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1539392.750000 Penalty: 4563.744141
	Iteration 30Q: 3 clusters Score -1539393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1539396.250000 Penalty: 4563.744141
	Iteration 31Q: 3 clusters Score -1539396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1539394.125000 Penalty: 4563.744141
	Iteration 32Q: 3 clusters Score -1539394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1539399.625000 Penalty: 4563.744141
	Iteration 33Q: 3 clusters Score -1539400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1539402.625000 Penalty: 4563.744141
	Iteration 34Q: 3 clusters Score -1539403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1539407.500000 Penalty: 4563.744141
	Iteration 35Q: 3 clusters Score -1539408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1539408.500000 Penalty: 4563.744141
	Iteration 36Q: 3 clusters Score -1539408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1539409.375000 Penalty: 4563.744141
	Iteration 37Q: 3 clusters Score -1539409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1539411.375000 Penalty: 4563.744141
	Iteration 38Q: 3 clusters Score -1539411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1539419.375000 Penalty: 4563.744141
	Iteration 39Q: 3 clusters Score -1539419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1539420.500000 Penalty: 4563.744141
	Iteration 40F: 3 clusters Score -1539420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1539419.250000 Penalty: 4563.744141
	Iteration 41Q: 3 clusters Score -1539419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1539422.000000 Penalty: 4563.744141
	Iteration 42Q: 3 clusters Score -1539422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1539425.875000 Penalty: 4563.744141
	Iteration 43Q: 3 clusters Score -1539426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1539431.000000 Penalty: 4563.744141
	Iteration 44Q: 3 clusters Score -1539431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1539428.375000 Penalty: 4563.744141
	Iteration 45Q: 3 clusters Score -1539428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1539433.000000 Penalty: 4563.744141
	Iteration 46Q: 3 clusters Score -1539433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1539437.000000 Penalty: 4563.744141
	Iteration 47Q: 3 clusters Score -1539437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1539442.875000 Penalty: 4563.744141
	Iteration 48Q: 3 clusters Score -1539443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1539446.000000 Penalty: 4563.744141
	Iteration 49Q: 3 clusters Score -1539446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1539447.375000 Penalty: 4563.744141
	Iteration 50Q: 3 clusters Score -1539447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1539452.375000 Penalty: 4563.744141
	Iteration 51Q: 3 clusters Score -1539452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1539454.875000 Penalty: 4563.744141
	Iteration 52Q: 3 clusters Score -1539455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1539456.375000 Penalty: 4563.744141
	Iteration 53Q: 3 clusters Score -1539456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1539458.750000 Penalty: 4563.744141
	Iteration 54Q: 3 clusters Score -1539459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1539460.875000 Penalty: 4563.744141
	Iteration 55Q: 3 clusters Score -1539461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1539463.250000 Penalty: 4563.744141
	Iteration 56Q: 3 clusters Score -1539463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1539463.500000 Penalty: 4563.744141
	Iteration 57Q: 3 clusters Score -1539464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1539463.500000 Penalty: 4563.744141
	Iteration 58F: 3 clusters Score -1539464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (51858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Entering Unmasked Estep 
Score: -8149203.500000 Penalty: 2692.353516
	Iteration 0F: 2 clusters Score -8149204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -8114278.000000 Penalty: 5384.707031
	Iteration 0F: 3 clusters Score -8114278 nChanged 23999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -8127632.000000 Penalty: 5384.707031
	Iteration 1F: 3 clusters Score -8127632 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -8128275.000000 Penalty: 5384.707031
	Iteration 2Q: 3 clusters Score -8128275 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -8128852.000000 Penalty: 5384.707031
	Iteration 3Q: 3 clusters Score -8128852 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -8129405.500000 Penalty: 5384.707031
	Iteration 4Q: 3 clusters Score -8129406 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -8130139.500000 Penalty: 5384.707031
	Iteration 5Q: 3 clusters Score -8130140 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -8130984.000000 Penalty: 5384.707031
	Iteration 6Q: 3 clusters Score -8130984 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -8132114.500000 Penalty: 5384.707031
	Iteration 7Q: 3 clusters Score -8132114 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -8133462.500000 Penalty: 5384.707031
	Iteration 8Q: 3 clusters Score -8133462 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -8135053.500000 Penalty: 5384.707031
	Iteration 9F: 3 clusters Score -8135054 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -8136768.500000 Penalty: 5384.707031
	Iteration 10F: 3 clusters Score -8136768 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -8138439.000000 Penalty: 5384.707031
	Iteration 11F: 3 clusters Score -8138439 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -8139915.500000 Penalty: 5384.707031
	Iteration 12Q: 3 clusters Score -8139916 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -8141177.500000 Penalty: 5384.707031
	Iteration 13Q: 3 clusters Score -8141178 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -8142188.000000 Penalty: 5384.707031
	Iteration 14Q: 3 clusters Score -8142188 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -8143107.000000 Penalty: 5384.707031
	Iteration 15Q: 3 clusters Score -8143107 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -8143874.500000 Penalty: 5384.707031
	Iteration 16Q: 3 clusters Score -8143874 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -8144637.500000 Penalty: 5384.707031
	Iteration 17Q: 3 clusters Score -8144638 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -8145235.000000 Penalty: 5384.707031
	Iteration 18Q: 3 clusters Score -8145235 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -8145753.500000 Penalty: 5384.707031
	Iteration 19Q: 3 clusters Score -8145754 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -8146131.000000 Penalty: 5384.707031
	Iteration 20F: 3 clusters Score -8146131 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -8146408.500000 Penalty: 5384.707031
	Iteration 21Q: 3 clusters Score -8146408 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -8146691.500000 Penalty: 5384.707031
	Iteration 22Q: 3 clusters Score -8146692 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -8146933.500000 Penalty: 5384.707031
	Iteration 23Q: 3 clusters Score -8146934 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -8147114.500000 Penalty: 5384.707031
	Iteration 24Q: 3 clusters Score -8147114 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -8147228.000000 Penalty: 5384.707031
	Iteration 25Q: 3 clusters Score -8147228 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8147323.500000 Penalty: 5384.707031
	Iteration 26Q: 3 clusters Score -8147324 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -8147402.500000 Penalty: 5384.707031
	Iteration 27Q: 3 clusters Score -8147402 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8147442.000000 Penalty: 5384.707031
	Iteration 28Q: 3 clusters Score -8147442 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8147487.500000 Penalty: 5384.707031
	Iteration 29Q: 3 clusters Score -8147488 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8147536.000000 Penalty: 5384.707031
	Iteration 30Q: 3 clusters Score -8147536 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -8147565.000000 Penalty: 5384.707031
	Iteration 31Q: 3 clusters Score -8147565 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -8147593.500000 Penalty: 5384.707031
	Iteration 32Q: 3 clusters Score -8147594 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8147600.500000 Penalty: 5384.707031
	Iteration 33Q: 3 clusters Score -8147600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -8147619.500000 Penalty: 5384.707031
	Iteration 34Q: 3 clusters Score -8147620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8147638.000000 Penalty: 5384.707031
	Iteration 35Q: 3 clusters Score -8147638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8147633.000000 Penalty: 5384.707031
	Iteration 36Q: 3 clusters Score -8147633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8147632.000000 Penalty: 5384.707031
	Iteration 37Q: 3 clusters Score -8147632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -8147636.500000 Penalty: 5384.707031
	Iteration 38Q: 3 clusters Score -8147636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -8147639.000000 Penalty: 5384.707031
	Iteration 39Q: 3 clusters Score -8147639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -8147637.500000 Penalty: 5384.707031
	Iteration 40F: 3 clusters Score -8147638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -8147641.500000 Penalty: 5384.707031
	Iteration 41Q: 3 clusters Score -8147642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8147633.500000 Penalty: 5384.707031
	Iteration 42Q: 3 clusters Score -8147634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -8147638.500000 Penalty: 5384.707031
	Iteration 43Q: 3 clusters Score -8147638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8147643.500000 Penalty: 5384.707031
	Iteration 44Q: 3 clusters Score -8147644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8147638.000000 Penalty: 5384.707031
	Iteration 45Q: 3 clusters Score -8147638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -8147632.000000 Penalty: 5384.707031
	Iteration 46Q: 3 clusters Score -8147632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8147631.500000 Penalty: 5384.707031
	Iteration 47Q: 3 clusters Score -8147632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8147631.500000 Penalty: 5384.707031
	Iteration 48F: 3 clusters Score -8147632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Entering Unmasked Estep 
Score: -985607.562500 Penalty: 2171.774414
	Iteration 0F: 2 clusters Score -985607.6 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 3184 members 
Entering Unmasked Estep 
Score: -980278.875000 Penalty: 4343.548828
	Iteration 0F: 3 clusters Score -980278.9 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -981596.000000 Penalty: 4343.548828
	Iteration 1F: 3 clusters Score -981596 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -981820.562500 Penalty: 4343.548828
	Iteration 2F: 3 clusters Score -981820.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -981970.687500 Penalty: 4343.548828
	Iteration 3Q: 3 clusters Score -981970.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -982104.875000 Penalty: 4343.548828
	Iteration 4Q: 3 clusters Score -982104.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -982220.562500 Penalty: 4343.548828
	Iteration 5Q: 3 clusters Score -982220.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -982340.437500 Penalty: 4343.548828
	Iteration 6Q: 3 clusters Score -982340.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -982432.937500 Penalty: 4343.548828
	Iteration 7Q: 3 clusters Score -982432.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -982532.687500 Penalty: 4343.548828
	Iteration 8Q: 3 clusters Score -982532.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -982659.562500 Penalty: 4343.548828
	Iteration 9Q: 3 clusters Score -982659.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -982792.062500 Penalty: 4343.548828
	Iteration 10Q: 3 clusters Score -982792.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -982939.375000 Penalty: 4343.548828
	Iteration 11Q: 3 clusters Score -982939.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -983080.625000 Penalty: 4343.548828
	Iteration 12Q: 3 clusters Score -983080.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -983207.625000 Penalty: 4343.548828
	Iteration 13Q: 3 clusters Score -983207.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -983324.187500 Penalty: 4343.548828
	Iteration 14Q: 3 clusters Score -983324.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -983404.000000 Penalty: 4343.548828
	Iteration 15Q: 3 clusters Score -983404 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -983483.125000 Penalty: 4343.548828
	Iteration 16Q: 3 clusters Score -983483.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -983544.312500 Penalty: 4343.548828
	Iteration 17Q: 3 clusters Score -983544.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -983606.312500 Penalty: 4343.548828
	Iteration 18Q: 3 clusters Score -983606.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -983653.875000 Penalty: 4343.548828
	Iteration 19Q: 3 clusters Score -983653.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -983709.937500 Penalty: 4343.548828
	Iteration 20F: 3 clusters Score -983709.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -983782.812500 Penalty: 4343.548828
	Iteration 21Q: 3 clusters Score -983782.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -983879.437500 Penalty: 4343.548828
	Iteration 22Q: 3 clusters Score -983879.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -983983.687500 Penalty: 4343.548828
	Iteration 23Q: 3 clusters Score -983983.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -984149.937500 Penalty: 4343.548828
	Iteration 24Q: 3 clusters Score -984149.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -984373.000000 Penalty: 4343.548828
	Iteration 25Q: 3 clusters Score -984373 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -984584.062500 Penalty: 4343.548828
	Iteration 26Q: 3 clusters Score -984584.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -984700.562500 Penalty: 4343.548828
	Iteration 27Q: 3 clusters Score -984700.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -984778.937500 Penalty: 4343.548828
	Iteration 28Q: 3 clusters Score -984778.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -984821.000000 Penalty: 4343.548828
	Iteration 29Q: 3 clusters Score -984821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -984844.312500 Penalty: 4343.548828
	Iteration 30Q: 3 clusters Score -984844.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -984851.687500 Penalty: 4343.548828
	Iteration 31Q: 3 clusters Score -984851.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -984855.062500 Penalty: 4343.548828
	Iteration 32Q: 3 clusters Score -984855.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -984857.312500 Penalty: 4343.548828
	Iteration 33Q: 3 clusters Score -984857.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -984856.312500 Penalty: 4343.548828
	Iteration 34Q: 3 clusters Score -984856.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -984857.062500 Penalty: 4343.548828
	Iteration 35Q: 3 clusters Score -984857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -984857.062500 Penalty: 4343.548828
	Iteration 36F: 3 clusters Score -984857.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Entering Unmasked Estep 
Score: -683575.875000 Penalty: 2072.192383
	Iteration 0F: 2 clusters Score -683575.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -679513.500000 Penalty: 4144.384766
	Iteration 0F: 3 clusters Score -679513.5 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -680445.687500 Penalty: 4144.384766
	Iteration 1F: 3 clusters Score -680445.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -680683.000000 Penalty: 4144.384766
	Iteration 2F: 3 clusters Score -680683 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -680899.125000 Penalty: 4144.384766
	Iteration 3F: 3 clusters Score -680899.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -681114.500000 Penalty: 4144.384766
	Iteration 4F: 3 clusters Score -681114.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -681309.937500 Penalty: 4144.384766
	Iteration 5F: 3 clusters Score -681309.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -681479.125000 Penalty: 4144.384766
	Iteration 6Q: 3 clusters Score -681479.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -681628.812500 Penalty: 4144.384766
	Iteration 7Q: 3 clusters Score -681628.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -681773.250000 Penalty: 4144.384766
	Iteration 8Q: 3 clusters Score -681773.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -681911.562500 Penalty: 4144.384766
	Iteration 9Q: 3 clusters Score -681911.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -682013.875000 Penalty: 4144.384766
	Iteration 10Q: 3 clusters Score -682013.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -682069.562500 Penalty: 4144.384766
	Iteration 11Q: 3 clusters Score -682069.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -682103.312500 Penalty: 4144.384766
	Iteration 12Q: 3 clusters Score -682103.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -682138.750000 Penalty: 4144.384766
	Iteration 13Q: 3 clusters Score -682138.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -682166.812500 Penalty: 4144.384766
	Iteration 14Q: 3 clusters Score -682166.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -682192.312500 Penalty: 4144.384766
	Iteration 15Q: 3 clusters Score -682192.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -682210.875000 Penalty: 4144.384766
	Iteration 16Q: 3 clusters Score -682210.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -682230.125000 Penalty: 4144.384766
	Iteration 17Q: 3 clusters Score -682230.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -682257.000000 Penalty: 4144.384766
	Iteration 18Q: 3 clusters Score -682257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -682282.687500 Penalty: 4144.384766
	Iteration 19Q: 3 clusters Score -682282.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -682309.750000 Penalty: 4144.384766
	Iteration 20F: 3 clusters Score -682309.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -682343.125000 Penalty: 4144.384766
	Iteration 21Q: 3 clusters Score -682343.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -682375.812500 Penalty: 4144.384766
	Iteration 22Q: 3 clusters Score -682375.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -682413.000000 Penalty: 4144.384766
	Iteration 23Q: 3 clusters Score -682413 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -682449.625000 Penalty: 4144.384766
	Iteration 24Q: 3 clusters Score -682449.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -682483.312500 Penalty: 4144.384766
	Iteration 25Q: 3 clusters Score -682483.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -682525.812500 Penalty: 4144.384766
	Iteration 26Q: 3 clusters Score -682525.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -682578.500000 Penalty: 4144.384766
	Iteration 27Q: 3 clusters Score -682578.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -682628.625000 Penalty: 4144.384766
	Iteration 28Q: 3 clusters Score -682628.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -682682.500000 Penalty: 4144.384766
	Iteration 29Q: 3 clusters Score -682682.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -682741.000000 Penalty: 4144.384766
	Iteration 30Q: 3 clusters Score -682741 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -682797.312500 Penalty: 4144.384766
	Iteration 31Q: 3 clusters Score -682797.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -682849.562500 Penalty: 4144.384766
	Iteration 32Q: 3 clusters Score -682849.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -682881.437500 Penalty: 4144.384766
	Iteration 33Q: 3 clusters Score -682881.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -682917.750000 Penalty: 4144.384766
	Iteration 34Q: 3 clusters Score -682917.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -682941.625000 Penalty: 4144.384766
	Iteration 35Q: 3 clusters Score -682941.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -682956.250000 Penalty: 4144.384766
	Iteration 36Q: 3 clusters Score -682956.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -682965.687500 Penalty: 4144.384766
	Iteration 37Q: 3 clusters Score -682965.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -682977.125000 Penalty: 4144.384766
	Iteration 38Q: 3 clusters Score -682977.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -682987.875000 Penalty: 4144.384766
	Iteration 39Q: 3 clusters Score -682987.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -682998.375000 Penalty: 4144.384766
	Iteration 40F: 3 clusters Score -682998.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -683008.562500 Penalty: 4144.384766
	Iteration 41Q: 3 clusters Score -683008.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -683016.437500 Penalty: 4144.384766
	Iteration 42Q: 3 clusters Score -683016.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -683021.625000 Penalty: 4144.384766
	Iteration 43Q: 3 clusters Score -683021.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -683023.875000 Penalty: 4144.384766
	Iteration 44Q: 3 clusters Score -683023.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -683024.062500 Penalty: 4144.384766
	Iteration 45Q: 3 clusters Score -683024.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -683024.625000 Penalty: 4144.384766
	Iteration 46Q: 3 clusters Score -683024.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -683025.062500 Penalty: 4144.384766
	Iteration 47Q: 3 clusters Score -683025.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -683026.625000 Penalty: 4144.384766
	Iteration 48Q: 3 clusters Score -683026.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -683028.500000 Penalty: 4144.384766
	Iteration 49Q: 3 clusters Score -683028.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -683028.250000 Penalty: 4144.384766
	Iteration 50Q: 3 clusters Score -683028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -683028.375000 Penalty: 4144.384766
	Iteration 51Q: 3 clusters Score -683028.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -683029.687500 Penalty: 4144.384766
	Iteration 52Q: 3 clusters Score -683029.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -683029.437500 Penalty: 4144.384766
	Iteration 53Q: 3 clusters Score -683029.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -683029.437500 Penalty: 4144.384766
	Iteration 54F: 3 clusters Score -683029.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Entering Unmasked Estep 
Score: -472584.281250 Penalty: 1993.070190
	Iteration 0F: 2 clusters Score -472584.3 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 1558 members 
Entering Unmasked Estep 
Score: -469261.500000 Penalty: 3986.140381
	Iteration 0F: 3 clusters Score -469261.5 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -470020.906250 Penalty: 3986.140381
	Iteration 1F: 3 clusters Score -470020.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -470253.718750 Penalty: 3986.140381
	Iteration 2F: 3 clusters Score -470253.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -470476.312500 Penalty: 3986.140381
	Iteration 3F: 3 clusters Score -470476.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -470682.468750 Penalty: 3986.140381
	Iteration 4F: 3 clusters Score -470682.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -470884.625000 Penalty: 3986.140381
	Iteration 5F: 3 clusters Score -470884.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -471039.218750 Penalty: 3986.140381
	Iteration 6F: 3 clusters Score -471039.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -471194.187500 Penalty: 3986.140381
	Iteration 7Q: 3 clusters Score -471194.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -471317.625000 Penalty: 3986.140381
	Iteration 8Q: 3 clusters Score -471317.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -471388.250000 Penalty: 3986.140381
	Iteration 9Q: 3 clusters Score -471388.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -471431.812500 Penalty: 3986.140381
	Iteration 10Q: 3 clusters Score -471431.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -471459.312500 Penalty: 3986.140381
	Iteration 11Q: 3 clusters Score -471459.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -471485.875000 Penalty: 3986.140381
	Iteration 12Q: 3 clusters Score -471485.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -471504.468750 Penalty: 3986.140381
	Iteration 13Q: 3 clusters Score -471504.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -471516.718750 Penalty: 3986.140381
	Iteration 14Q: 3 clusters Score -471516.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -471528.000000 Penalty: 3986.140381
	Iteration 15Q: 3 clusters Score -471528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -471544.843750 Penalty: 3986.140381
	Iteration 16Q: 3 clusters Score -471544.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -471557.687500 Penalty: 3986.140381
	Iteration 17Q: 3 clusters Score -471557.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -471569.500000 Penalty: 3986.140381
	Iteration 18Q: 3 clusters Score -471569.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -471575.468750 Penalty: 3986.140381
	Iteration 19Q: 3 clusters Score -471575.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -471580.031250 Penalty: 3986.140381
	Iteration 20F: 3 clusters Score -471580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -471582.531250 Penalty: 3986.140381
	Iteration 21Q: 3 clusters Score -471582.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -471584.781250 Penalty: 3986.140381
	Iteration 22Q: 3 clusters Score -471584.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -471585.531250 Penalty: 3986.140381
	Iteration 23Q: 3 clusters Score -471585.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -471585.531250 Penalty: 3986.140381
	Iteration 24F: 3 clusters Score -471585.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -57118.226562 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -57118.23 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 210 members 
Entering Unmasked Estep 
Score: -55727.226562 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -55727.23 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55906.589844 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -55906.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55992.355469 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -55992.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56044.718750 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -56044.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56057.796875 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -56057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56062.882812 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -56062.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56065.554688 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -56065.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56067.351562 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -56067.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56067.351562 Penalty: 2982.802734
	Iteration 8F: 3 clusters Score -56067.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Entering Unmasked Estep 
Score: -3414411.000000 Penalty: 2475.093750
	Iteration 0F: 2 clusters Score -3414411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -3399424.500000 Penalty: 4950.187500
	Iteration 0F: 3 clusters Score -3399424 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3404651.750000 Penalty: 4950.187500
	Iteration 1F: 3 clusters Score -3404652 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -3405161.000000 Penalty: 4950.187500
	Iteration 2F: 3 clusters Score -3405161 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3405681.250000 Penalty: 4950.187500
	Iteration 3F: 3 clusters Score -3405681 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -3406268.500000 Penalty: 4950.187500
	Iteration 4F: 3 clusters Score -3406268 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3406928.500000 Penalty: 4950.187500
	Iteration 5F: 3 clusters Score -3406928 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3407544.750000 Penalty: 4950.187500
	Iteration 6F: 3 clusters Score -3407545 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3408156.750000 Penalty: 4950.187500
	Iteration 7F: 3 clusters Score -3408157 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -3408750.250000 Penalty: 4950.187500
	Iteration 8Q: 3 clusters Score -3408750 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -3409260.500000 Penalty: 4950.187500
	Iteration 9Q: 3 clusters Score -3409260 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -3409761.500000 Penalty: 4950.187500
	Iteration 10Q: 3 clusters Score -3409762 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3410271.250000 Penalty: 4950.187500
	Iteration 11Q: 3 clusters Score -3410271 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -3410745.500000 Penalty: 4950.187500
	Iteration 12Q: 3 clusters Score -3410746 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3411153.250000 Penalty: 4950.187500
	Iteration 13Q: 3 clusters Score -3411153 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -3411459.500000 Penalty: 4950.187500
	Iteration 14Q: 3 clusters Score -3411460 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3411687.250000 Penalty: 4950.187500
	Iteration 15Q: 3 clusters Score -3411687 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -3411819.000000 Penalty: 4950.187500
	Iteration 16Q: 3 clusters Score -3411819 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -3411912.500000 Penalty: 4950.187500
	Iteration 17Q: 3 clusters Score -3411912 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -3411970.000000 Penalty: 4950.187500
	Iteration 18Q: 3 clusters Score -3411970 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -3412020.750000 Penalty: 4950.187500
	Iteration 19Q: 3 clusters Score -3412021 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3412058.250000 Penalty: 4950.187500
	Iteration 20F: 3 clusters Score -3412058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -3412106.750000 Penalty: 4950.187500
	Iteration 21Q: 3 clusters Score -3412107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -3412148.750000 Penalty: 4950.187500
	Iteration 22Q: 3 clusters Score -3412149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -3412172.500000 Penalty: 4950.187500
	Iteration 23Q: 3 clusters Score -3412172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3412188.500000 Penalty: 4950.187500
	Iteration 24Q: 3 clusters Score -3412188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3412192.250000 Penalty: 4950.187500
	Iteration 25Q: 3 clusters Score -3412192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -3412209.250000 Penalty: 4950.187500
	Iteration 26Q: 3 clusters Score -3412209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3412223.250000 Penalty: 4950.187500
	Iteration 27Q: 3 clusters Score -3412223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -3412235.750000 Penalty: 4950.187500
	Iteration 28Q: 3 clusters Score -3412236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -3412243.750000 Penalty: 4950.187500
	Iteration 29Q: 3 clusters Score -3412244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -3412245.750000 Penalty: 4950.187500
	Iteration 30Q: 3 clusters Score -3412246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3412260.750000 Penalty: 4950.187500
	Iteration 31Q: 3 clusters Score -3412261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3412266.250000 Penalty: 4950.187500
	Iteration 32Q: 3 clusters Score -3412266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -3412274.250000 Penalty: 4950.187500
	Iteration 33Q: 3 clusters Score -3412274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3412279.500000 Penalty: 4950.187500
	Iteration 34Q: 3 clusters Score -3412280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -3412282.250000 Penalty: 4950.187500
	Iteration 35Q: 3 clusters Score -3412282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -3412285.500000 Penalty: 4950.187500
	Iteration 36Q: 3 clusters Score -3412286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3412288.500000 Penalty: 4950.187500
	Iteration 37Q: 3 clusters Score -3412288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3412285.500000 Penalty: 4950.187500
	Iteration 38Q: 3 clusters Score -3412286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -3412296.500000 Penalty: 4950.187500
	Iteration 39Q: 3 clusters Score -3412296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -3412295.250000 Penalty: 4950.187500
	Iteration 40F: 3 clusters Score -3412295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3412293.750000 Penalty: 4950.187500
	Iteration 41Q: 3 clusters Score -3412294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -3412298.750000 Penalty: 4950.187500
	Iteration 42Q: 3 clusters Score -3412299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -3412302.250000 Penalty: 4950.187500
	Iteration 43Q: 3 clusters Score -3412302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -3412306.000000 Penalty: 4950.187500
	Iteration 44Q: 3 clusters Score -3412306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -3412303.500000 Penalty: 4950.187500
	Iteration 45Q: 3 clusters Score -3412304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -3412303.500000 Penalty: 4950.187500
	Iteration 46F: 3 clusters Score -3412304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -88747.421875 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -88747.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87199.859375 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -87199.86 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -87472.093750 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -87472.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -87586.304688 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -87586.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87649.210938 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -87649.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87733.726562 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -87733.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -87805.585938 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -87805.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87845.406250 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -87845.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -87871.437500 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -87871.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -87886.820312 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -87886.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87915.585938 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -87915.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -87935.992188 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -87935.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -87953.945312 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -87953.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87979.203125 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -87979.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88000.195312 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -88000.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -88030.640625 Penalty: 3193.917725
	Iteration 14Q: 3 clusters Score -88030.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88044.968750 Penalty: 3193.917725
	Iteration 15Q: 3 clusters Score -88044.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88048.890625 Penalty: 3193.917725
	Iteration 16Q: 3 clusters Score -88048.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88052.468750 Penalty: 3193.917725
	Iteration 17Q: 3 clusters Score -88052.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88055.921875 Penalty: 3193.917725
	Iteration 18Q: 3 clusters Score -88055.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88058.523438 Penalty: 3193.917725
	Iteration 19Q: 3 clusters Score -88058.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88059.398438 Penalty: 3193.917725
	Iteration 20F: 3 clusters Score -88059.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -88070.765625 Penalty: 3193.917725
	Iteration 21Q: 3 clusters Score -88070.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88099.585938 Penalty: 3193.917725
	Iteration 22Q: 3 clusters Score -88099.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88104.742188 Penalty: 3193.917725
	Iteration 23Q: 3 clusters Score -88104.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88104.742188 Penalty: 3193.917725
	Iteration 24F: 3 clusters Score -88104.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -212518.468750 Penalty: 1791.377319
	Iteration 0F: 2 clusters Score -212518.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -210293.062500 Penalty: 3582.754639
	Iteration 0F: 3 clusters Score -210293.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -210654.593750 Penalty: 3582.754639
	Iteration 1F: 3 clusters Score -210654.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -210735.640625 Penalty: 3582.754639
	Iteration 2F: 3 clusters Score -210735.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -210770.703125 Penalty: 3582.754639
	Iteration 3Q: 3 clusters Score -210770.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -210799.421875 Penalty: 3582.754639
	Iteration 4Q: 3 clusters Score -210799.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -210824.875000 Penalty: 3582.754639
	Iteration 5Q: 3 clusters Score -210824.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -210843.765625 Penalty: 3582.754639
	Iteration 6Q: 3 clusters Score -210843.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -210852.656250 Penalty: 3582.754639
	Iteration 7Q: 3 clusters Score -210852.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -210856.296875 Penalty: 3582.754639
	Iteration 8Q: 3 clusters Score -210856.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -210861.703125 Penalty: 3582.754639
	Iteration 9Q: 3 clusters Score -210861.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -210863.640625 Penalty: 3582.754639
	Iteration 10Q: 3 clusters Score -210863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -210863.984375 Penalty: 3582.754639
	Iteration 11Q: 3 clusters Score -210864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -210863.984375 Penalty: 3582.754639
	Iteration 12Q: 3 clusters Score -210864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -210863.984375 Penalty: 3582.754639
	Iteration 13F: 3 clusters Score -210864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Entering Unmasked Estep 
Score: -882733.062500 Penalty: 2169.146240
	Iteration 0F: 2 clusters Score -882733.1 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 3170 members 
Entering Unmasked Estep 
Score: -877490.812500 Penalty: 4338.292480
	Iteration 0F: 3 clusters Score -877490.8 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -879132.375000 Penalty: 4338.292480
	Iteration 1F: 3 clusters Score -879132.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -879694.125000 Penalty: 4338.292480
	Iteration 2F: 3 clusters Score -879694.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -880186.500000 Penalty: 4338.292480
	Iteration 3F: 3 clusters Score -880186.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -880552.625000 Penalty: 4338.292480
	Iteration 4F: 3 clusters Score -880552.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -880817.875000 Penalty: 4338.292480
	Iteration 5F: 3 clusters Score -880817.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -881017.125000 Penalty: 4338.292480
	Iteration 6Q: 3 clusters Score -881017.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -881145.625000 Penalty: 4338.292480
	Iteration 7Q: 3 clusters Score -881145.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -881239.750000 Penalty: 4338.292480
	Iteration 8Q: 3 clusters Score -881239.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -881300.562500 Penalty: 4338.292480
	Iteration 9Q: 3 clusters Score -881300.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -881334.062500 Penalty: 4338.292480
	Iteration 10Q: 3 clusters Score -881334.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -881354.062500 Penalty: 4338.292480
	Iteration 11Q: 3 clusters Score -881354.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -881366.937500 Penalty: 4338.292480
	Iteration 12Q: 3 clusters Score -881366.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -881380.000000 Penalty: 4338.292480
	Iteration 13Q: 3 clusters Score -881380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -881388.875000 Penalty: 4338.292480
	Iteration 14Q: 3 clusters Score -881388.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -881398.500000 Penalty: 4338.292480
	Iteration 15Q: 3 clusters Score -881398.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -881405.500000 Penalty: 4338.292480
	Iteration 16Q: 3 clusters Score -881405.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -881407.687500 Penalty: 4338.292480
	Iteration 17Q: 3 clusters Score -881407.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -881408.625000 Penalty: 4338.292480
	Iteration 18Q: 3 clusters Score -881408.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -881411.562500 Penalty: 4338.292480
	Iteration 19Q: 3 clusters Score -881411.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -881415.937500 Penalty: 4338.292480
	Iteration 20F: 3 clusters Score -881415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -881416.937500 Penalty: 4338.292480
	Iteration 21Q: 3 clusters Score -881416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -881416.687500 Penalty: 4338.292480
	Iteration 22Q: 3 clusters Score -881416.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -881416.750000 Penalty: 4338.292480
	Iteration 23Q: 3 clusters Score -881416.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -881416.750000 Penalty: 4338.292480
	Iteration 24F: 3 clusters Score -881416.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (40073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Entering Unmasked Estep 
Score: -6326733.500000 Penalty: 2628.417725
	Iteration 0F: 2 clusters Score -6326734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -6299724.000000 Penalty: 5256.835449
	Iteration 0F: 3 clusters Score -6299724 nChanged 18163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -6309837.500000 Penalty: 5256.835449
	Iteration 1F: 3 clusters Score -6309838 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6310461 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6311053 nChanged 1719
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6311706 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -6312503.500000 Penalty: 5256.835449
	Iteration 5Q: 3 clusters Score -6312504 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -6313524.500000 Penalty: 5256.835449
	Iteration 6Q: 3 clusters Score -6313524 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -6314863 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6316562 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6318341 nChanged 1998
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6320230 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6321697 nChanged 1299
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Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6322708 nChanged 966
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6323402 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -6323884.000000 Penalty: 5256.835449
	Iteration 14Q: 3 clusters Score -6323884 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6324248 nChanged 479
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6324503 nChanged 338
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Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6324643 nChanged 293
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Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6324694 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -6324741.500000 Penalty: 5256.835449
	Iteration 19Q: 3 clusters Score -6324742 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -6324776.000000 Penalty: 5256.835449
	Iteration 20F: 3 clusters Score -6324776 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -6324805.500000 Penalty: 5256.835449
	Iteration 21Q: 3 clusters Score -6324806 nChanged 114
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Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -6324829.000000 Penalty: 5256.835449
	Iteration 22Q: 3 clusters Score -6324829 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6324843 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -6324849.500000 Penalty: 5256.835449
	Iteration 24Q: 3 clusters Score -6324850 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6324854 nChanged 50
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Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -6324860.500000 Penalty: 5256.835449
	Iteration 26Q: 3 clusters Score -6324860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6324862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -6324869.000000 Penalty: 5256.835449
	Iteration 28Q: 3 clusters Score -6324869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6324874 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -6324870.000000 Penalty: 5256.835449
	Iteration 30Q: 3 clusters Score -6324870 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6324876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6324870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6324873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6324886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6324884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6324868 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6324872 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6324871 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6324866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6324871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6324874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6324873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -6324878.000000 Penalty: 5256.835449
	Iteration 43Q: 3 clusters Score -6324878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6324878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -6324871.500000 Penalty: 5256.835449
	Iteration 45Q: 3 clusters Score -6324872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -6324882.500000 Penalty: 5256.835449
	Iteration 46Q: 3 clusters Score -6324882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -6324889.000000 Penalty: 5256.835449
	Iteration 47Q: 3 clusters Score -6324889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -6324885.500000 Penalty: 5256.835449
	Iteration 48Q: 3 clusters Score -6324886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6324886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -6324884.000000 Penalty: 5256.835449
	Iteration 50Q: 3 clusters Score -6324884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -6324883.500000 Penalty: 5256.835449
	Iteration 51Q: 3 clusters Score -6324884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -6324876.500000 Penalty: 5256.835449
	Iteration 52Q: 3 clusters Score -6324876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6324883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6324886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -6324881.000000 Penalty: 5256.835449
	Iteration 55Q: 3 clusters Score -6324881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -6324891.500000 Penalty: 5256.835449
	Iteration 56Q: 3 clusters Score -6324892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6324885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6324884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -6324885.000000 Penalty: 5256.835449
	Iteration 59Q: 3 clusters Score -6324885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -6324884.500000 Penalty: 5256.835449
	Iteration 60F: 3 clusters Score -6324884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -6324878.000000 Penalty: 5256.835449
	Iteration 61Q: 3 clusters Score -6324878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -6324874.500000 Penalty: 5256.835449
	Iteration 62Q: 3 clusters Score -6324874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -6324871.500000 Penalty: 5256.835449
	Iteration 63Q: 3 clusters Score -6324872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -6324873.500000 Penalty: 5256.835449
	Iteration 64Q: 3 clusters Score -6324874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6324883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6324874 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6324877 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6324876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -6324879.500000 Penalty: 5256.835449
	Iteration 69Q: 3 clusters Score -6324880 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -6324885.500000 Penalty: 5256.835449
	Iteration 70Q: 3 clusters Score -6324886 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6324885 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6324885 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -6324882.500000 Penalty: 5256.835449
	Iteration 73Q: 3 clusters Score -6324882 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -6324893.000000 Penalty: 5256.835449
	Iteration 74Q: 3 clusters Score -6324893 nChanged 3
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Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6324890 nChanged 2
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Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6324890 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6324898 nChanged 1
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Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -6324894.500000 Penalty: 5256.835449
	Iteration 78Q: 3 clusters Score -6324894 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6324900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6324890 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6324893 nChanged 5
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Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6324892 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6324905 nChanged 6
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Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -6324918.000000 Penalty: 5256.835449
	Iteration 84Q: 3 clusters Score -6324918 nChanged 7
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Mstep: Class 1 contains 4983 members 
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Entering Unmasked Estep 
Score: -6324911.500000 Penalty: 5256.835449
	Iteration 85Q: 3 clusters Score -6324912 nChanged 3
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Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -6324909.000000 Penalty: 5256.835449
	Iteration 86Q: 3 clusters Score -6324909 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6324909 nChanged 3
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Mstep: Class 1 contains 4975 members 
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Entering Unmasked Estep 
Score: -6324907.500000 Penalty: 5256.835449
	Iteration 88Q: 3 clusters Score -6324908 nChanged 4
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Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6324904 nChanged 2
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Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6324906 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6324906 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4967 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6324910 nChanged 0
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Mstep: Class 1 contains 4967 members 
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Entering Unmasked Estep 
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	Iteration 93F: 3 clusters Score -6324910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -299372.781250 Penalty: 1881.904297
	Iteration 0F: 2 clusters Score -299372.8 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 1011 members 
Entering Unmasked Estep 
Score: -296758.437500 Penalty: 3763.808594
	Iteration 0F: 3 clusters Score -296758.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -297250.187500 Penalty: 3763.808594
	Iteration 1F: 3 clusters Score -297250.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -297423.250000 Penalty: 3763.808594
	Iteration 2F: 3 clusters Score -297423.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -297507.250000 Penalty: 3763.808594
	Iteration 3Q: 3 clusters Score -297507.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -297572.031250 Penalty: 3763.808594
	Iteration 4Q: 3 clusters Score -297572 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -297651.187500 Penalty: 3763.808594
	Iteration 5Q: 3 clusters Score -297651.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -297791.500000 Penalty: 3763.808594
	Iteration 6Q: 3 clusters Score -297791.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -297911.687500 Penalty: 3763.808594
	Iteration 7Q: 3 clusters Score -297911.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -298040.312500 Penalty: 3763.808594
	Iteration 8Q: 3 clusters Score -298040.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -298154.000000 Penalty: 3763.808594
	Iteration 9Q: 3 clusters Score -298154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -298257.375000 Penalty: 3763.808594
	Iteration 10Q: 3 clusters Score -298257.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -298339.125000 Penalty: 3763.808594
	Iteration 11Q: 3 clusters Score -298339.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -298402.406250 Penalty: 3763.808594
	Iteration 12Q: 3 clusters Score -298402.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -298448.406250 Penalty: 3763.808594
	Iteration 13Q: 3 clusters Score -298448.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -298472.687500 Penalty: 3763.808594
	Iteration 14Q: 3 clusters Score -298472.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -298487.718750 Penalty: 3763.808594
	Iteration 15Q: 3 clusters Score -298487.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -298493.281250 Penalty: 3763.808594
	Iteration 16Q: 3 clusters Score -298493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -298496.000000 Penalty: 3763.808594
	Iteration 17Q: 3 clusters Score -298496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -298498.562500 Penalty: 3763.808594
	Iteration 18Q: 3 clusters Score -298498.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -298500.406250 Penalty: 3763.808594
	Iteration 19Q: 3 clusters Score -298500.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -298503.812500 Penalty: 3763.808594
	Iteration 20F: 3 clusters Score -298503.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -298507.031250 Penalty: 3763.808594
	Iteration 21Q: 3 clusters Score -298507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -298507.031250 Penalty: 3763.808594
	Iteration 22F: 3 clusters Score -298507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (83 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Entering Unmasked Estep 
Score: -8432.240234 Penalty: 1095.872437
	Iteration 0F: 2 clusters Score -8432.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -7804.433105 Penalty: 2191.744873
	Iteration 0F: 3 clusters Score -7804.433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Entering Unmasked Estep 
Score: -647809.250000 Penalty: 2068.196045
	Iteration 0F: 2 clusters Score -647809.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -643804.375000 Penalty: 4136.392090
	Iteration 0F: 3 clusters Score -643804.4 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -644794.562500 Penalty: 4136.392090
	Iteration 1F: 3 clusters Score -644794.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -645099.000000 Penalty: 4136.392090
	Iteration 2F: 3 clusters Score -645099 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -645281.937500 Penalty: 4136.392090
	Iteration 3F: 3 clusters Score -645281.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -645424.562500 Penalty: 4136.392090
	Iteration 4Q: 3 clusters Score -645424.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -645540.437500 Penalty: 4136.392090
	Iteration 5Q: 3 clusters Score -645540.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -645645.000000 Penalty: 4136.392090
	Iteration 6Q: 3 clusters Score -645645 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -645728.687500 Penalty: 4136.392090
	Iteration 7Q: 3 clusters Score -645728.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -645814.812500 Penalty: 4136.392090
	Iteration 8Q: 3 clusters Score -645814.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -645903.062500 Penalty: 4136.392090
	Iteration 9Q: 3 clusters Score -645903.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -645972.000000 Penalty: 4136.392090
	Iteration 10Q: 3 clusters Score -645972 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -646023.250000 Penalty: 4136.392090
	Iteration 11Q: 3 clusters Score -646023.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -646066.687500 Penalty: 4136.392090
	Iteration 12Q: 3 clusters Score -646066.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -646092.250000 Penalty: 4136.392090
	Iteration 13Q: 3 clusters Score -646092.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -646114.812500 Penalty: 4136.392090
	Iteration 14Q: 3 clusters Score -646114.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -646130.875000 Penalty: 4136.392090
	Iteration 15Q: 3 clusters Score -646130.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -646141.500000 Penalty: 4136.392090
	Iteration 16Q: 3 clusters Score -646141.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -646149.937500 Penalty: 4136.392090
	Iteration 17Q: 3 clusters Score -646149.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -646161.000000 Penalty: 4136.392090
	Iteration 18Q: 3 clusters Score -646161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -646173.125000 Penalty: 4136.392090
	Iteration 19Q: 3 clusters Score -646173.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -646182.062500 Penalty: 4136.392090
	Iteration 20F: 3 clusters Score -646182.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -646192.375000 Penalty: 4136.392090
	Iteration 21Q: 3 clusters Score -646192.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -646205.500000 Penalty: 4136.392090
	Iteration 22Q: 3 clusters Score -646205.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -646218.437500 Penalty: 4136.392090
	Iteration 23Q: 3 clusters Score -646218.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -646235.687500 Penalty: 4136.392090
	Iteration 24Q: 3 clusters Score -646235.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -646248.687500 Penalty: 4136.392090
	Iteration 25Q: 3 clusters Score -646248.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -646253.375000 Penalty: 4136.392090
	Iteration 26Q: 3 clusters Score -646253.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -646256.875000 Penalty: 4136.392090
	Iteration 27Q: 3 clusters Score -646256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -646256.375000 Penalty: 4136.392090
	Iteration 28Q: 3 clusters Score -646256.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -646256.437500 Penalty: 4136.392090
	Iteration 29Q: 3 clusters Score -646256.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -646256.000000 Penalty: 4136.392090
	Iteration 30Q: 3 clusters Score -646256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -646259.312500 Penalty: 4136.392090
	Iteration 31Q: 3 clusters Score -646259.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -646261.125000 Penalty: 4136.392090
	Iteration 32Q: 3 clusters Score -646261.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -646260.562500 Penalty: 4136.392090
	Iteration 33Q: 3 clusters Score -646260.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -646260.562500 Penalty: 4136.392090
	Iteration 34F: 3 clusters Score -646260.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (14780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Entering Unmasked Estep 
Score: -2187259.250000 Penalty: 2381.055420
	Iteration 0F: 2 clusters Score -2187259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2176600.250000 Penalty: 4762.110840
	Iteration 0F: 3 clusters Score -2176600 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2180162.750000 Penalty: 4762.110840
	Iteration 1F: 3 clusters Score -2180163 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2180752.250000 Penalty: 4762.110840
	Iteration 2F: 3 clusters Score -2180752 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2181201.500000 Penalty: 4762.110840
	Iteration 3F: 3 clusters Score -2181202 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2181555.250000 Penalty: 4762.110840
	Iteration 4Q: 3 clusters Score -2181555 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2181876.500000 Penalty: 4762.110840
	Iteration 5Q: 3 clusters Score -2181876 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2182182.750000 Penalty: 4762.110840
	Iteration 6Q: 3 clusters Score -2182183 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2182467.000000 Penalty: 4762.110840
	Iteration 7Q: 3 clusters Score -2182467 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2182716.250000 Penalty: 4762.110840
	Iteration 8Q: 3 clusters Score -2182716 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2182972.000000 Penalty: 4762.110840
	Iteration 9Q: 3 clusters Score -2182972 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2183216.750000 Penalty: 4762.110840
	Iteration 10Q: 3 clusters Score -2183217 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2183448.250000 Penalty: 4762.110840
	Iteration 11Q: 3 clusters Score -2183448 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2183653.250000 Penalty: 4762.110840
	Iteration 12Q: 3 clusters Score -2183653 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2183843.250000 Penalty: 4762.110840
	Iteration 13Q: 3 clusters Score -2183843 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2183992.000000 Penalty: 4762.110840
	Iteration 14Q: 3 clusters Score -2183992 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2184106.250000 Penalty: 4762.110840
	Iteration 15Q: 3 clusters Score -2184106 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2184202.000000 Penalty: 4762.110840
	Iteration 16Q: 3 clusters Score -2184202 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2184267.000000 Penalty: 4762.110840
	Iteration 17Q: 3 clusters Score -2184267 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2184339.750000 Penalty: 4762.110840
	Iteration 18Q: 3 clusters Score -2184340 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2184395.750000 Penalty: 4762.110840
	Iteration 19Q: 3 clusters Score -2184396 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2184434.000000 Penalty: 4762.110840
	Iteration 20F: 3 clusters Score -2184434 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2184483.000000 Penalty: 4762.110840
	Iteration 21Q: 3 clusters Score -2184483 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2184526.000000 Penalty: 4762.110840
	Iteration 22Q: 3 clusters Score -2184526 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2184565.750000 Penalty: 4762.110840
	Iteration 23Q: 3 clusters Score -2184566 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2184597.000000 Penalty: 4762.110840
	Iteration 24Q: 3 clusters Score -2184597 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2184618.500000 Penalty: 4762.110840
	Iteration 25Q: 3 clusters Score -2184618 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2184638.500000 Penalty: 4762.110840
	Iteration 26Q: 3 clusters Score -2184638 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2184649.500000 Penalty: 4762.110840
	Iteration 27Q: 3 clusters Score -2184650 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2184668.250000 Penalty: 4762.110840
	Iteration 28Q: 3 clusters Score -2184668 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2184680.750000 Penalty: 4762.110840
	Iteration 29Q: 3 clusters Score -2184681 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2184693.750000 Penalty: 4762.110840
	Iteration 30Q: 3 clusters Score -2184694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2184707.750000 Penalty: 4762.110840
	Iteration 31Q: 3 clusters Score -2184708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2184724.500000 Penalty: 4762.110840
	Iteration 32Q: 3 clusters Score -2184724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2184732.750000 Penalty: 4762.110840
	Iteration 33Q: 3 clusters Score -2184733 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2184755.750000 Penalty: 4762.110840
	Iteration 34Q: 3 clusters Score -2184756 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2184764.750000 Penalty: 4762.110840
	Iteration 35Q: 3 clusters Score -2184765 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2184773.250000 Penalty: 4762.110840
	Iteration 36Q: 3 clusters Score -2184773 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2184783.000000 Penalty: 4762.110840
	Iteration 37Q: 3 clusters Score -2184783 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2184790.750000 Penalty: 4762.110840
	Iteration 38Q: 3 clusters Score -2184791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2184797.500000 Penalty: 4762.110840
	Iteration 39Q: 3 clusters Score -2184798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2184811.750000 Penalty: 4762.110840
	Iteration 40F: 3 clusters Score -2184812 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2184818.750000 Penalty: 4762.110840
	Iteration 41Q: 3 clusters Score -2184819 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2184827.000000 Penalty: 4762.110840
	Iteration 42Q: 3 clusters Score -2184827 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2184852.750000 Penalty: 4762.110840
	Iteration 43Q: 3 clusters Score -2184853 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2184873.500000 Penalty: 4762.110840
	Iteration 44Q: 3 clusters Score -2184874 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2184883.500000 Penalty: 4762.110840
	Iteration 45Q: 3 clusters Score -2184884 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2184894.500000 Penalty: 4762.110840
	Iteration 46Q: 3 clusters Score -2184894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2184898.250000 Penalty: 4762.110840
	Iteration 47Q: 3 clusters Score -2184898 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2184918.500000 Penalty: 4762.110840
	Iteration 48Q: 3 clusters Score -2184918 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2184930.500000 Penalty: 4762.110840
	Iteration 49Q: 3 clusters Score -2184930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2184944.000000 Penalty: 4762.110840
	Iteration 50Q: 3 clusters Score -2184944 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2184960.000000 Penalty: 4762.110840
	Iteration 51Q: 3 clusters Score -2184960 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2184976.750000 Penalty: 4762.110840
	Iteration 52Q: 3 clusters Score -2184977 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2184996.000000 Penalty: 4762.110840
	Iteration 53Q: 3 clusters Score -2184996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2184998.250000 Penalty: 4762.110840
	Iteration 54Q: 3 clusters Score -2184998 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2185022.500000 Penalty: 4762.110840
	Iteration 55Q: 3 clusters Score -2185022 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2185035.000000 Penalty: 4762.110840
	Iteration 56Q: 3 clusters Score -2185035 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2185057.500000 Penalty: 4762.110840
	Iteration 57Q: 3 clusters Score -2185058 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2185069.000000 Penalty: 4762.110840
	Iteration 58Q: 3 clusters Score -2185069 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2185104.250000 Penalty: 4762.110840
	Iteration 59Q: 3 clusters Score -2185104 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2185129.000000 Penalty: 4762.110840
	Iteration 60F: 3 clusters Score -2185129 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2185157.250000 Penalty: 4762.110840
	Iteration 61Q: 3 clusters Score -2185157 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2185190.750000 Penalty: 4762.110840
	Iteration 62Q: 3 clusters Score -2185191 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2185226.500000 Penalty: 4762.110840
	Iteration 63Q: 3 clusters Score -2185226 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2185253.000000 Penalty: 4762.110840
	Iteration 64Q: 3 clusters Score -2185253 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2185283.000000 Penalty: 4762.110840
	Iteration 65Q: 3 clusters Score -2185283 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2185307.000000 Penalty: 4762.110840
	Iteration 66Q: 3 clusters Score -2185307 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2185338.250000 Penalty: 4762.110840
	Iteration 67Q: 3 clusters Score -2185338 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2185354.000000 Penalty: 4762.110840
	Iteration 68Q: 3 clusters Score -2185354 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2185372.500000 Penalty: 4762.110840
	Iteration 69Q: 3 clusters Score -2185372 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2185405.000000 Penalty: 4762.110840
	Iteration 70Q: 3 clusters Score -2185405 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2185435.750000 Penalty: 4762.110840
	Iteration 71Q: 3 clusters Score -2185436 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2185463.250000 Penalty: 4762.110840
	Iteration 72Q: 3 clusters Score -2185463 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2185495.500000 Penalty: 4762.110840
	Iteration 73Q: 3 clusters Score -2185496 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2185531.750000 Penalty: 4762.110840
	Iteration 74Q: 3 clusters Score -2185532 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2185563.000000 Penalty: 4762.110840
	Iteration 75Q: 3 clusters Score -2185563 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2185597.500000 Penalty: 4762.110840
	Iteration 76Q: 3 clusters Score -2185598 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2185643.000000 Penalty: 4762.110840
	Iteration 77Q: 3 clusters Score -2185643 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2185683.500000 Penalty: 4762.110840
	Iteration 78Q: 3 clusters Score -2185684 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2185725.000000 Penalty: 4762.110840
	Iteration 79Q: 3 clusters Score -2185725 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2185761.000000 Penalty: 4762.110840
	Iteration 80F: 3 clusters Score -2185761 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2185785.250000 Penalty: 4762.110840
	Iteration 81Q: 3 clusters Score -2185785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2185804.500000 Penalty: 4762.110840
	Iteration 82Q: 3 clusters Score -2185804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2185828.500000 Penalty: 4762.110840
	Iteration 83Q: 3 clusters Score -2185828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2185853.250000 Penalty: 4762.110840
	Iteration 84Q: 3 clusters Score -2185853 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2185867.750000 Penalty: 4762.110840
	Iteration 85Q: 3 clusters Score -2185868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2185881.500000 Penalty: 4762.110840
	Iteration 86Q: 3 clusters Score -2185882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2185898.250000 Penalty: 4762.110840
	Iteration 87Q: 3 clusters Score -2185898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2185912.750000 Penalty: 4762.110840
	Iteration 88Q: 3 clusters Score -2185913 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2185932.500000 Penalty: 4762.110840
	Iteration 89Q: 3 clusters Score -2185932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2185949.250000 Penalty: 4762.110840
	Iteration 90Q: 3 clusters Score -2185949 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2185972.000000 Penalty: 4762.110840
	Iteration 91Q: 3 clusters Score -2185972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2185994.000000 Penalty: 4762.110840
	Iteration 92Q: 3 clusters Score -2185994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2186016.500000 Penalty: 4762.110840
	Iteration 93Q: 3 clusters Score -2186016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2186030.000000 Penalty: 4762.110840
	Iteration 94Q: 3 clusters Score -2186030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2186038.000000 Penalty: 4762.110840
	Iteration 95Q: 3 clusters Score -2186038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2186043.500000 Penalty: 4762.110840
	Iteration 96Q: 3 clusters Score -2186044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2186057.500000 Penalty: 4762.110840
	Iteration 97Q: 3 clusters Score -2186058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2186076.250000 Penalty: 4762.110840
	Iteration 98Q: 3 clusters Score -2186076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2186092.750000 Penalty: 4762.110840
	Iteration 99Q: 3 clusters Score -2186093 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2186114.500000 Penalty: 4762.110840
	Iteration 100F: 3 clusters Score -2186114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2186132.500000 Penalty: 4762.110840
	Iteration 101Q: 3 clusters Score -2186132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2186151.750000 Penalty: 4762.110840
	Iteration 102Q: 3 clusters Score -2186152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2186164.250000 Penalty: 4762.110840
	Iteration 103Q: 3 clusters Score -2186164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2186166.750000 Penalty: 4762.110840
	Iteration 104Q: 3 clusters Score -2186167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2186170.750000 Penalty: 4762.110840
	Iteration 105Q: 3 clusters Score -2186171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2186177.000000 Penalty: 4762.110840
	Iteration 106Q: 3 clusters Score -2186177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2186182.000000 Penalty: 4762.110840
	Iteration 107Q: 3 clusters Score -2186182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2186185.000000 Penalty: 4762.110840
	Iteration 108Q: 3 clusters Score -2186185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2186190.750000 Penalty: 4762.110840
	Iteration 109Q: 3 clusters Score -2186191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2186195.000000 Penalty: 4762.110840
	Iteration 110Q: 3 clusters Score -2186195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2186196.000000 Penalty: 4762.110840
	Iteration 111Q: 3 clusters Score -2186196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2186195.250000 Penalty: 4762.110840
	Iteration 112Q: 3 clusters Score -2186195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2186199.500000 Penalty: 4762.110840
	Iteration 113Q: 3 clusters Score -2186200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2186203.500000 Penalty: 4762.110840
	Iteration 114Q: 3 clusters Score -2186204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2186203.500000 Penalty: 4762.110840
	Iteration 115Q: 3 clusters Score -2186204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2186208.250000 Penalty: 4762.110840
	Iteration 116Q: 3 clusters Score -2186208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2186208.250000 Penalty: 4762.110840
	Iteration 117Q: 3 clusters Score -2186208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2186216.500000 Penalty: 4762.110840
	Iteration 118Q: 3 clusters Score -2186216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2186220.250000 Penalty: 4762.110840
	Iteration 119Q: 3 clusters Score -2186220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2186220.000000 Penalty: 4762.110840
	Iteration 120F: 3 clusters Score -2186220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2186220.750000 Penalty: 4762.110840
	Iteration 121Q: 3 clusters Score -2186221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2186221.750000 Penalty: 4762.110840
	Iteration 122Q: 3 clusters Score -2186222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2186221.750000 Penalty: 4762.110840
	Iteration 123F: 3 clusters Score -2186222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -45563.097656 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -45563.1 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 143 members 
Entering Unmasked Estep 
Score: -44245.867188 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -44245.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -44350.304688 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -44350.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -44380.378906 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -44380.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -44398.507812 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -44398.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -44398.507812 Penalty: 2834.011475
	Iteration 4F: 3 clusters Score -44398.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (15350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Entering Unmasked Estep 
Score: -2464887.750000 Penalty: 2390.439941
	Iteration 0F: 2 clusters Score -2464888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2453825.500000 Penalty: 4780.879883
	Iteration 0F: 3 clusters Score -2453826 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2457377.500000 Penalty: 4780.879883
	Iteration 1F: 3 clusters Score -2457378 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2457843.500000 Penalty: 4780.879883
	Iteration 2F: 3 clusters Score -2457844 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2458384.250000 Penalty: 4780.879883
	Iteration 3F: 3 clusters Score -2458384 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2459099.250000 Penalty: 4780.879883
	Iteration 4F: 3 clusters Score -2459099 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2459974.000000 Penalty: 4780.879883
	Iteration 5F: 3 clusters Score -2459974 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2460869.500000 Penalty: 4780.879883
	Iteration 6F: 3 clusters Score -2460870 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2461568.750000 Penalty: 4780.879883
	Iteration 7F: 3 clusters Score -2461569 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2462003.750000 Penalty: 4780.879883
	Iteration 8Q: 3 clusters Score -2462004 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2462224.250000 Penalty: 4780.879883
	Iteration 9Q: 3 clusters Score -2462224 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2462352.500000 Penalty: 4780.879883
	Iteration 10Q: 3 clusters Score -2462352 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2462431.250000 Penalty: 4780.879883
	Iteration 11Q: 3 clusters Score -2462431 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2462489.750000 Penalty: 4780.879883
	Iteration 12Q: 3 clusters Score -2462490 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2462537.500000 Penalty: 4780.879883
	Iteration 13Q: 3 clusters Score -2462538 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2462564.500000 Penalty: 4780.879883
	Iteration 14Q: 3 clusters Score -2462564 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2462592.000000 Penalty: 4780.879883
	Iteration 15Q: 3 clusters Score -2462592 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2462621.750000 Penalty: 4780.879883
	Iteration 16Q: 3 clusters Score -2462622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2462661.750000 Penalty: 4780.879883
	Iteration 17Q: 3 clusters Score -2462662 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2462684.250000 Penalty: 4780.879883
	Iteration 18Q: 3 clusters Score -2462684 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2462712.250000 Penalty: 4780.879883
	Iteration 19Q: 3 clusters Score -2462712 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2462740.000000 Penalty: 4780.879883
	Iteration 20F: 3 clusters Score -2462740 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2462771.750000 Penalty: 4780.879883
	Iteration 21Q: 3 clusters Score -2462772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2462780.750000 Penalty: 4780.879883
	Iteration 22Q: 3 clusters Score -2462781 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2462808.500000 Penalty: 4780.879883
	Iteration 23Q: 3 clusters Score -2462808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2462837.000000 Penalty: 4780.879883
	Iteration 24Q: 3 clusters Score -2462837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2462882.250000 Penalty: 4780.879883
	Iteration 25Q: 3 clusters Score -2462882 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2462932.000000 Penalty: 4780.879883
	Iteration 26Q: 3 clusters Score -2462932 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2462985.250000 Penalty: 4780.879883
	Iteration 27Q: 3 clusters Score -2462985 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2463061.500000 Penalty: 4780.879883
	Iteration 28Q: 3 clusters Score -2463062 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2463132.250000 Penalty: 4780.879883
	Iteration 29Q: 3 clusters Score -2463132 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2463184.000000 Penalty: 4780.879883
	Iteration 30Q: 3 clusters Score -2463184 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2463233.250000 Penalty: 4780.879883
	Iteration 31Q: 3 clusters Score -2463233 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2463260.000000 Penalty: 4780.879883
	Iteration 32Q: 3 clusters Score -2463260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2463285.500000 Penalty: 4780.879883
	Iteration 33Q: 3 clusters Score -2463286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2463303.250000 Penalty: 4780.879883
	Iteration 34Q: 3 clusters Score -2463303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2463317.500000 Penalty: 4780.879883
	Iteration 35Q: 3 clusters Score -2463318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2463325.000000 Penalty: 4780.879883
	Iteration 36Q: 3 clusters Score -2463325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2463331.500000 Penalty: 4780.879883
	Iteration 37Q: 3 clusters Score -2463332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2463334.500000 Penalty: 4780.879883
	Iteration 38Q: 3 clusters Score -2463334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2463337.500000 Penalty: 4780.879883
	Iteration 39Q: 3 clusters Score -2463338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2463343.000000 Penalty: 4780.879883
	Iteration 40F: 3 clusters Score -2463343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2463342.500000 Penalty: 4780.879883
	Iteration 41Q: 3 clusters Score -2463342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2463347.750000 Penalty: 4780.879883
	Iteration 42Q: 3 clusters Score -2463348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2463350.250000 Penalty: 4780.879883
	Iteration 43Q: 3 clusters Score -2463350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2463353.250000 Penalty: 4780.879883
	Iteration 44Q: 3 clusters Score -2463353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2463349.500000 Penalty: 4780.879883
	Iteration 45Q: 3 clusters Score -2463350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2463349.500000 Penalty: 4780.879883
	Iteration 46F: 3 clusters Score -2463350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (21585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Entering Unmasked Estep 
Score: -3472541.250000 Penalty: 2474.978760
	Iteration 0F: 2 clusters Score -3472541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -3457428.000000 Penalty: 4949.957520
	Iteration 0F: 3 clusters Score -3457428 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -3462500.750000 Penalty: 4949.957520
	Iteration 1F: 3 clusters Score -3462501 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3462818.500000 Penalty: 4949.957520
	Iteration 2Q: 3 clusters Score -3462818 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -3463063.250000 Penalty: 4949.957520
	Iteration 3Q: 3 clusters Score -3463063 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3463229.500000 Penalty: 4949.957520
	Iteration 4Q: 3 clusters Score -3463230 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -3463376.000000 Penalty: 4949.957520
	Iteration 5Q: 3 clusters Score -3463376 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3463484.750000 Penalty: 4949.957520
	Iteration 6Q: 3 clusters Score -3463485 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3463581.250000 Penalty: 4949.957520
	Iteration 7Q: 3 clusters Score -3463581 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -3463654.750000 Penalty: 4949.957520
	Iteration 8Q: 3 clusters Score -3463655 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3463728.250000 Penalty: 4949.957520
	Iteration 9Q: 3 clusters Score -3463728 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -3463790.500000 Penalty: 4949.957520
	Iteration 10Q: 3 clusters Score -3463790 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3463842.000000 Penalty: 4949.957520
	Iteration 11Q: 3 clusters Score -3463842 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -3463893.000000 Penalty: 4949.957520
	Iteration 12Q: 3 clusters Score -3463893 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -3463934.250000 Penalty: 4949.957520
	Iteration 13Q: 3 clusters Score -3463934 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3463985.750000 Penalty: 4949.957520
	Iteration 14Q: 3 clusters Score -3463986 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3464036.500000 Penalty: 4949.957520
	Iteration 15Q: 3 clusters Score -3464036 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3464089.000000 Penalty: 4949.957520
	Iteration 16Q: 3 clusters Score -3464089 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3464146.250000 Penalty: 4949.957520
	Iteration 17Q: 3 clusters Score -3464146 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -3464206.250000 Penalty: 4949.957520
	Iteration 18Q: 3 clusters Score -3464206 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -3464268.250000 Penalty: 4949.957520
	Iteration 19Q: 3 clusters Score -3464268 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3464335.750000 Penalty: 4949.957520
	Iteration 20F: 3 clusters Score -3464336 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -3464425.250000 Penalty: 4949.957520
	Iteration 21Q: 3 clusters Score -3464425 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -3464535.000000 Penalty: 4949.957520
	Iteration 22Q: 3 clusters Score -3464535 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3464680.250000 Penalty: 4949.957520
	Iteration 23Q: 3 clusters Score -3464680 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3464872.250000 Penalty: 4949.957520
	Iteration 24Q: 3 clusters Score -3464872 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3465175.750000 Penalty: 4949.957520
	Iteration 25Q: 3 clusters Score -3465176 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3465579.500000 Penalty: 4949.957520
	Iteration 26Q: 3 clusters Score -3465580 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -3466024.000000 Penalty: 4949.957520
	Iteration 27Q: 3 clusters Score -3466024 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -3466582.500000 Penalty: 4949.957520
	Iteration 28Q: 3 clusters Score -3466582 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3467083.000000 Penalty: 4949.957520
	Iteration 29Q: 3 clusters Score -3467083 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -3467527.000000 Penalty: 4949.957520
	Iteration 30Q: 3 clusters Score -3467527 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3467837.250000 Penalty: 4949.957520
	Iteration 31Q: 3 clusters Score -3467837 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3468106.250000 Penalty: 4949.957520
	Iteration 32Q: 3 clusters Score -3468106 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -3468329.750000 Penalty: 4949.957520
	Iteration 33Q: 3 clusters Score -3468330 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3468503.000000 Penalty: 4949.957520
	Iteration 34Q: 3 clusters Score -3468503 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3468714.500000 Penalty: 4949.957520
	Iteration 35Q: 3 clusters Score -3468714 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3468922.750000 Penalty: 4949.957520
	Iteration 36Q: 3 clusters Score -3468923 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -3469138.000000 Penalty: 4949.957520
	Iteration 37Q: 3 clusters Score -3469138 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3469335.500000 Penalty: 4949.957520
	Iteration 38Q: 3 clusters Score -3469336 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3469500.500000 Penalty: 4949.957520
	Iteration 39Q: 3 clusters Score -3469500 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -3469638.750000 Penalty: 4949.957520
	Iteration 40F: 3 clusters Score -3469639 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -3469770.000000 Penalty: 4949.957520
	Iteration 41Q: 3 clusters Score -3469770 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3469889.750000 Penalty: 4949.957520
	Iteration 42Q: 3 clusters Score -3469890 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -3469978.500000 Penalty: 4949.957520
	Iteration 43Q: 3 clusters Score -3469978 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3470060.250000 Penalty: 4949.957520
	Iteration 44Q: 3 clusters Score -3470060 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3470129.750000 Penalty: 4949.957520
	Iteration 45Q: 3 clusters Score -3470130 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -3470184.250000 Penalty: 4949.957520
	Iteration 46Q: 3 clusters Score -3470184 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -3470228.750000 Penalty: 4949.957520
	Iteration 47Q: 3 clusters Score -3470229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -3470267.250000 Penalty: 4949.957520
	Iteration 48Q: 3 clusters Score -3470267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3470298.750000 Penalty: 4949.957520
	Iteration 49Q: 3 clusters Score -3470299 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -3470335.000000 Penalty: 4949.957520
	Iteration 50Q: 3 clusters Score -3470335 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3470362.750000 Penalty: 4949.957520
	Iteration 51Q: 3 clusters Score -3470363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -3470388.750000 Penalty: 4949.957520
	Iteration 52Q: 3 clusters Score -3470389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -3470404.250000 Penalty: 4949.957520
	Iteration 53Q: 3 clusters Score -3470404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -3470424.000000 Penalty: 4949.957520
	Iteration 54Q: 3 clusters Score -3470424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -3470433.750000 Penalty: 4949.957520
	Iteration 55Q: 3 clusters Score -3470434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3470438.750000 Penalty: 4949.957520
	Iteration 56Q: 3 clusters Score -3470439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -3470437.250000 Penalty: 4949.957520
	Iteration 57Q: 3 clusters Score -3470437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -3470445.500000 Penalty: 4949.957520
	Iteration 58Q: 3 clusters Score -3470446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3470444.750000 Penalty: 4949.957520
	Iteration 59Q: 3 clusters Score -3470445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3470450.000000 Penalty: 4949.957520
	Iteration 60F: 3 clusters Score -3470450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -3470453.750000 Penalty: 4949.957520
	Iteration 61Q: 3 clusters Score -3470454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3470456.750000 Penalty: 4949.957520
	Iteration 62Q: 3 clusters Score -3470457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -3470464.250000 Penalty: 4949.957520
	Iteration 63Q: 3 clusters Score -3470464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3470464.250000 Penalty: 4949.957520
	Iteration 64Q: 3 clusters Score -3470464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3470470.500000 Penalty: 4949.957520
	Iteration 65Q: 3 clusters Score -3470470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -3470471.750000 Penalty: 4949.957520
	Iteration 66Q: 3 clusters Score -3470472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -3470479.000000 Penalty: 4949.957520
	Iteration 67Q: 3 clusters Score -3470479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3470482.000000 Penalty: 4949.957520
	Iteration 68Q: 3 clusters Score -3470482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3470483.250000 Penalty: 4949.957520
	Iteration 69Q: 3 clusters Score -3470483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -3470497.500000 Penalty: 4949.957520
	Iteration 70Q: 3 clusters Score -3470498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -3470505.750000 Penalty: 4949.957520
	Iteration 71Q: 3 clusters Score -3470506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3470511.750000 Penalty: 4949.957520
	Iteration 72Q: 3 clusters Score -3470512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -3470512.750000 Penalty: 4949.957520
	Iteration 73Q: 3 clusters Score -3470513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3470508.750000 Penalty: 4949.957520
	Iteration 74Q: 3 clusters Score -3470509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3470511.250000 Penalty: 4949.957520
	Iteration 75Q: 3 clusters Score -3470511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -3470509.500000 Penalty: 4949.957520
	Iteration 76Q: 3 clusters Score -3470510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -3470509.500000 Penalty: 4949.957520
	Iteration 77F: 3 clusters Score -3470510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Entering Unmasked Estep 
Score: -664843.437500 Penalty: 2083.808838
	Iteration 0F: 2 clusters Score -664843.4 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 2265 members 
Entering Unmasked Estep 
Score: -660645.312500 Penalty: 4167.617676
	Iteration 0F: 3 clusters Score -660645.3 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -661576.312500 Penalty: 4167.617676
	Iteration 1F: 3 clusters Score -661576.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -661801.250000 Penalty: 4167.617676
	Iteration 2F: 3 clusters Score -661801.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -661965.375000 Penalty: 4167.617676
	Iteration 3F: 3 clusters Score -661965.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -662089.937500 Penalty: 4167.617676
	Iteration 4Q: 3 clusters Score -662089.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -662218.375000 Penalty: 4167.617676
	Iteration 5Q: 3 clusters Score -662218.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -662324.437500 Penalty: 4167.617676
	Iteration 6Q: 3 clusters Score -662324.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -662426.750000 Penalty: 4167.617676
	Iteration 7Q: 3 clusters Score -662426.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -662511.750000 Penalty: 4167.617676
	Iteration 8Q: 3 clusters Score -662511.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -662578.500000 Penalty: 4167.617676
	Iteration 9Q: 3 clusters Score -662578.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -662640.812500 Penalty: 4167.617676
	Iteration 10Q: 3 clusters Score -662640.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -662706.812500 Penalty: 4167.617676
	Iteration 11Q: 3 clusters Score -662706.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -662772.187500 Penalty: 4167.617676
	Iteration 12Q: 3 clusters Score -662772.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -662817.625000 Penalty: 4167.617676
	Iteration 13Q: 3 clusters Score -662817.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -662865.750000 Penalty: 4167.617676
	Iteration 14Q: 3 clusters Score -662865.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -662924.375000 Penalty: 4167.617676
	Iteration 15Q: 3 clusters Score -662924.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -662974.062500 Penalty: 4167.617676
	Iteration 16Q: 3 clusters Score -662974.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -663024.062500 Penalty: 4167.617676
	Iteration 17Q: 3 clusters Score -663024.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -663070.437500 Penalty: 4167.617676
	Iteration 18Q: 3 clusters Score -663070.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -663097.687500 Penalty: 4167.617676
	Iteration 19Q: 3 clusters Score -663097.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -663124.937500 Penalty: 4167.617676
	Iteration 20F: 3 clusters Score -663124.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -663146.687500 Penalty: 4167.617676
	Iteration 21Q: 3 clusters Score -663146.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -663162.625000 Penalty: 4167.617676
	Iteration 22Q: 3 clusters Score -663162.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -663178.375000 Penalty: 4167.617676
	Iteration 23Q: 3 clusters Score -663178.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -663193.750000 Penalty: 4167.617676
	Iteration 24Q: 3 clusters Score -663193.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -663208.312500 Penalty: 4167.617676
	Iteration 25Q: 3 clusters Score -663208.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -663222.312500 Penalty: 4167.617676
	Iteration 26Q: 3 clusters Score -663222.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -663234.625000 Penalty: 4167.617676
	Iteration 27Q: 3 clusters Score -663234.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -663242.937500 Penalty: 4167.617676
	Iteration 28Q: 3 clusters Score -663242.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -663251.500000 Penalty: 4167.617676
	Iteration 29Q: 3 clusters Score -663251.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -663259.187500 Penalty: 4167.617676
	Iteration 30Q: 3 clusters Score -663259.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -663261.875000 Penalty: 4167.617676
	Iteration 31Q: 3 clusters Score -663261.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -663266.500000 Penalty: 4167.617676
	Iteration 32Q: 3 clusters Score -663266.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -663267.812500 Penalty: 4167.617676
	Iteration 33Q: 3 clusters Score -663267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -663268.125000 Penalty: 4167.617676
	Iteration 34Q: 3 clusters Score -663268.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -663270.187500 Penalty: 4167.617676
	Iteration 35Q: 3 clusters Score -663270.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -663270.187500 Penalty: 4167.617676
	Iteration 36Q: 3 clusters Score -663270.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -663270.187500 Penalty: 4167.617676
	Iteration 37F: 3 clusters Score -663270.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Entering Unmasked Estep 
Score: -656677.812500 Penalty: 2072.075928
	Iteration 0F: 2 clusters Score -656677.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -652624.625000 Penalty: 4144.151855
	Iteration 0F: 3 clusters Score -652624.6 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -653438.437500 Penalty: 4144.151855
	Iteration 1F: 3 clusters Score -653438.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -653659.312500 Penalty: 4144.151855
	Iteration 2F: 3 clusters Score -653659.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -653790.312500 Penalty: 4144.151855
	Iteration 3F: 3 clusters Score -653790.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -653870.062500 Penalty: 4144.151855
	Iteration 4Q: 3 clusters Score -653870.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -653937.437500 Penalty: 4144.151855
	Iteration 5Q: 3 clusters Score -653937.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -653997.812500 Penalty: 4144.151855
	Iteration 6Q: 3 clusters Score -653997.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -654044.875000 Penalty: 4144.151855
	Iteration 7Q: 3 clusters Score -654044.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -654090.812500 Penalty: 4144.151855
	Iteration 8Q: 3 clusters Score -654090.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -654142.500000 Penalty: 4144.151855
	Iteration 9Q: 3 clusters Score -654142.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -654191.187500 Penalty: 4144.151855
	Iteration 10Q: 3 clusters Score -654191.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -654246.812500 Penalty: 4144.151855
	Iteration 11Q: 3 clusters Score -654246.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -654312.562500 Penalty: 4144.151855
	Iteration 12Q: 3 clusters Score -654312.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -654381.312500 Penalty: 4144.151855
	Iteration 13Q: 3 clusters Score -654381.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -654432.250000 Penalty: 4144.151855
	Iteration 14Q: 3 clusters Score -654432.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -654484.375000 Penalty: 4144.151855
	Iteration 15Q: 3 clusters Score -654484.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -654536.312500 Penalty: 4144.151855
	Iteration 16Q: 3 clusters Score -654536.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -654585.687500 Penalty: 4144.151855
	Iteration 17Q: 3 clusters Score -654585.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -654644.125000 Penalty: 4144.151855
	Iteration 18Q: 3 clusters Score -654644.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -654702.000000 Penalty: 4144.151855
	Iteration 19Q: 3 clusters Score -654702 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -654762.687500 Penalty: 4144.151855
	Iteration 20F: 3 clusters Score -654762.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -654808.125000 Penalty: 4144.151855
	Iteration 21Q: 3 clusters Score -654808.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -654840.687500 Penalty: 4144.151855
	Iteration 22Q: 3 clusters Score -654840.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -654865.750000 Penalty: 4144.151855
	Iteration 23Q: 3 clusters Score -654865.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -654886.562500 Penalty: 4144.151855
	Iteration 24Q: 3 clusters Score -654886.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -654909.875000 Penalty: 4144.151855
	Iteration 25Q: 3 clusters Score -654909.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -654933.187500 Penalty: 4144.151855
	Iteration 26Q: 3 clusters Score -654933.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -654960.937500 Penalty: 4144.151855
	Iteration 27Q: 3 clusters Score -654960.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -654985.937500 Penalty: 4144.151855
	Iteration 28Q: 3 clusters Score -654985.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -655010.687500 Penalty: 4144.151855
	Iteration 29Q: 3 clusters Score -655010.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -655033.500000 Penalty: 4144.151855
	Iteration 30Q: 3 clusters Score -655033.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -655053.000000 Penalty: 4144.151855
	Iteration 31Q: 3 clusters Score -655053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -655067.312500 Penalty: 4144.151855
	Iteration 32Q: 3 clusters Score -655067.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -655078.000000 Penalty: 4144.151855
	Iteration 33Q: 3 clusters Score -655078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -655086.312500 Penalty: 4144.151855
	Iteration 34Q: 3 clusters Score -655086.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -655091.312500 Penalty: 4144.151855
	Iteration 35Q: 3 clusters Score -655091.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -655094.875000 Penalty: 4144.151855
	Iteration 36Q: 3 clusters Score -655094.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -655097.812500 Penalty: 4144.151855
	Iteration 37Q: 3 clusters Score -655097.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -655099.750000 Penalty: 4144.151855
	Iteration 38Q: 3 clusters Score -655099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -655100.187500 Penalty: 4144.151855
	Iteration 39Q: 3 clusters Score -655100.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -655101.250000 Penalty: 4144.151855
	Iteration 40F: 3 clusters Score -655101.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -655101.000000 Penalty: 4144.151855
	Iteration 41Q: 3 clusters Score -655101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -655101.375000 Penalty: 4144.151855
	Iteration 42Q: 3 clusters Score -655101.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -655104.312500 Penalty: 4144.151855
	Iteration 43Q: 3 clusters Score -655104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -655104.625000 Penalty: 4144.151855
	Iteration 44Q: 3 clusters Score -655104.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -655105.500000 Penalty: 4144.151855
	Iteration 45Q: 3 clusters Score -655105.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -655106.312500 Penalty: 4144.151855
	Iteration 46Q: 3 clusters Score -655106.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -655105.750000 Penalty: 4144.151855
	Iteration 47Q: 3 clusters Score -655105.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -655105.750000 Penalty: 4144.151855
	Iteration 48F: 3 clusters Score -655105.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37604 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122547 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108080 members 
Mstep: Class 30 contains 9908 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4254 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40073 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14780 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568024.000000 Penalty: 165189.625000
Iteration 279Q: 50 clusters Score -1.22568e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37604 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122548 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108081 members 
Mstep: Class 30 contains 9907 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4254 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14780 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568016.000000 Penalty: 165189.625000
Iteration 280F: 50 clusters Score -1.22568e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37604 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36851 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122549 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108081 members 
Mstep: Class 30 contains 9907 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4254 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14779 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568016.000000 Penalty: 165189.625000
Iteration 281Q: 50 clusters Score -1.22568e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37604 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36852 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122548 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108081 members 
Mstep: Class 30 contains 9907 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4254 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14779 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568016.000000 Penalty: 165189.625000
Iteration 282Q: 50 clusters Score -1.22568e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37604 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36852 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122548 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108081 members 
Mstep: Class 30 contains 9907 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4254 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14779 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122568016.000000 Penalty: 165189.625000
Iteration 283F: 50 clusters Score -1.22568e+08 nChanged 0
Entering ConstructFrom: 
Score: -122568016.000000 Penalty: 165189.625000
Entering ConstructFrom: 
Trying to split cluster 1 (12256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Entering Unmasked Estep 
Score: -1976112.500000 Penalty: 2334.615234
	Iteration 0F: 2 clusters Score -1976112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1966966.625000 Penalty: 4669.230469
	Iteration 0F: 3 clusters Score -1966967 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1969658.125000 Penalty: 4669.230469
	Iteration 1F: 3 clusters Score -1969658 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1969975.250000 Penalty: 4669.230469
	Iteration 2F: 3 clusters Score -1969975 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1970232.500000 Penalty: 4669.230469
	Iteration 3Q: 3 clusters Score -1970232 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1970502.500000 Penalty: 4669.230469
	Iteration 4Q: 3 clusters Score -1970502 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1970751.625000 Penalty: 4669.230469
	Iteration 5Q: 3 clusters Score -1970752 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1970957.000000 Penalty: 4669.230469
	Iteration 6Q: 3 clusters Score -1970957 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1971116.500000 Penalty: 4669.230469
	Iteration 7Q: 3 clusters Score -1971116 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1971236.750000 Penalty: 4669.230469
	Iteration 8Q: 3 clusters Score -1971237 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1971360.125000 Penalty: 4669.230469
	Iteration 9Q: 3 clusters Score -1971360 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1971454.625000 Penalty: 4669.230469
	Iteration 10Q: 3 clusters Score -1971455 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1971562.000000 Penalty: 4669.230469
	Iteration 11Q: 3 clusters Score -1971562 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1971673.500000 Penalty: 4669.230469
	Iteration 12Q: 3 clusters Score -1971674 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1971784.750000 Penalty: 4669.230469
	Iteration 13Q: 3 clusters Score -1971785 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1971870.500000 Penalty: 4669.230469
	Iteration 14Q: 3 clusters Score -1971870 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1971968.125000 Penalty: 4669.230469
	Iteration 15Q: 3 clusters Score -1971968 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1972075.625000 Penalty: 4669.230469
	Iteration 16Q: 3 clusters Score -1972076 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1972180.625000 Penalty: 4669.230469
	Iteration 17Q: 3 clusters Score -1972181 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1972315.500000 Penalty: 4669.230469
	Iteration 18Q: 3 clusters Score -1972316 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1972483.875000 Penalty: 4669.230469
	Iteration 19Q: 3 clusters Score -1972484 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1972677.875000 Penalty: 4669.230469
	Iteration 20F: 3 clusters Score -1972678 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1972890.750000 Penalty: 4669.230469
	Iteration 21Q: 3 clusters Score -1972891 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1973083.750000 Penalty: 4669.230469
	Iteration 22Q: 3 clusters Score -1973084 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1973295.375000 Penalty: 4669.230469
	Iteration 23Q: 3 clusters Score -1973295 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1973465.375000 Penalty: 4669.230469
	Iteration 24Q: 3 clusters Score -1973465 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1973634.375000 Penalty: 4669.230469
	Iteration 25Q: 3 clusters Score -1973634 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1973795.000000 Penalty: 4669.230469
	Iteration 26Q: 3 clusters Score -1973795 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1973911.625000 Penalty: 4669.230469
	Iteration 27Q: 3 clusters Score -1973912 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1973992.875000 Penalty: 4669.230469
	Iteration 28Q: 3 clusters Score -1973993 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1974075.000000 Penalty: 4669.230469
	Iteration 29Q: 3 clusters Score -1974075 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1974155.375000 Penalty: 4669.230469
	Iteration 30Q: 3 clusters Score -1974155 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1974230.500000 Penalty: 4669.230469
	Iteration 31Q: 3 clusters Score -1974230 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1974281.125000 Penalty: 4669.230469
	Iteration 32Q: 3 clusters Score -1974281 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1974315.375000 Penalty: 4669.230469
	Iteration 33Q: 3 clusters Score -1974315 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1974347.500000 Penalty: 4669.230469
	Iteration 34Q: 3 clusters Score -1974348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1974376.125000 Penalty: 4669.230469
	Iteration 35Q: 3 clusters Score -1974376 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1974399.000000 Penalty: 4669.230469
	Iteration 36Q: 3 clusters Score -1974399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1974431.125000 Penalty: 4669.230469
	Iteration 37Q: 3 clusters Score -1974431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1974463.500000 Penalty: 4669.230469
	Iteration 38Q: 3 clusters Score -1974464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1974496.375000 Penalty: 4669.230469
	Iteration 39Q: 3 clusters Score -1974496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1974504.375000 Penalty: 4669.230469
	Iteration 40F: 3 clusters Score -1974504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1974511.125000 Penalty: 4669.230469
	Iteration 41Q: 3 clusters Score -1974511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1974515.375000 Penalty: 4669.230469
	Iteration 42Q: 3 clusters Score -1974515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1974512.875000 Penalty: 4669.230469
	Iteration 43Q: 3 clusters Score -1974513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1974514.750000 Penalty: 4669.230469
	Iteration 44Q: 3 clusters Score -1974515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1974513.875000 Penalty: 4669.230469
	Iteration 45Q: 3 clusters Score -1974514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1974513.250000 Penalty: 4669.230469
	Iteration 46Q: 3 clusters Score -1974513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1974514.125000 Penalty: 4669.230469
	Iteration 47Q: 3 clusters Score -1974514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1974513.875000 Penalty: 4669.230469
	Iteration 48Q: 3 clusters Score -1974514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1974516.875000 Penalty: 4669.230469
	Iteration 49Q: 3 clusters Score -1974517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1974518.000000 Penalty: 4669.230469
	Iteration 50Q: 3 clusters Score -1974518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1974518.000000 Penalty: 4669.230469
	Iteration 51F: 3 clusters Score -1974518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Entering Unmasked Estep 
Score: -1000955.812500 Penalty: 2180.213135
	Iteration 0F: 2 clusters Score -1000956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -995510.375000 Penalty: 4360.426270
	Iteration 0F: 3 clusters Score -995510.4 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -997117.687500 Penalty: 4360.426270
	Iteration 1F: 3 clusters Score -997117.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -997512.062500 Penalty: 4360.426270
	Iteration 2F: 3 clusters Score -997512.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -997900.187500 Penalty: 4360.426270
	Iteration 3F: 3 clusters Score -997900.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -998191.062500 Penalty: 4360.426270
	Iteration 4F: 3 clusters Score -998191.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -998413.562500 Penalty: 4360.426270
	Iteration 5F: 3 clusters Score -998413.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -998595.937500 Penalty: 4360.426270
	Iteration 6Q: 3 clusters Score -998595.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -998734.437500 Penalty: 4360.426270
	Iteration 7Q: 3 clusters Score -998734.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -998870.875000 Penalty: 4360.426270
	Iteration 8Q: 3 clusters Score -998870.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -999017.312500 Penalty: 4360.426270
	Iteration 9Q: 3 clusters Score -999017.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -999168.125000 Penalty: 4360.426270
	Iteration 10Q: 3 clusters Score -999168.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -999346.125000 Penalty: 4360.426270
	Iteration 11Q: 3 clusters Score -999346.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -999497.750000 Penalty: 4360.426270
	Iteration 12Q: 3 clusters Score -999497.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -999631.000000 Penalty: 4360.426270
	Iteration 13Q: 3 clusters Score -999631 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -999754.062500 Penalty: 4360.426270
	Iteration 14Q: 3 clusters Score -999754.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -999856.562500 Penalty: 4360.426270
	Iteration 15Q: 3 clusters Score -999856.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -999922.937500 Penalty: 4360.426270
	Iteration 16Q: 3 clusters Score -999922.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -999959.750000 Penalty: 4360.426270
	Iteration 17Q: 3 clusters Score -999959.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -999990.625000 Penalty: 4360.426270
	Iteration 18Q: 3 clusters Score -999990.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1000024.000000 Penalty: 4360.426270
	Iteration 19Q: 3 clusters Score -1000024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1000058.500000 Penalty: 4360.426270
	Iteration 20F: 3 clusters Score -1000058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1000093.000000 Penalty: 4360.426270
	Iteration 21Q: 3 clusters Score -1000093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1000122.875000 Penalty: 4360.426270
	Iteration 22Q: 3 clusters Score -1000123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1000137.250000 Penalty: 4360.426270
	Iteration 23Q: 3 clusters Score -1000137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1000145.375000 Penalty: 4360.426270
	Iteration 24Q: 3 clusters Score -1000145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1000149.250000 Penalty: 4360.426270
	Iteration 25Q: 3 clusters Score -1000149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1000155.562500 Penalty: 4360.426270
	Iteration 26Q: 3 clusters Score -1000156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1000158.062500 Penalty: 4360.426270
	Iteration 27Q: 3 clusters Score -1000158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1000164.625000 Penalty: 4360.426270
	Iteration 28Q: 3 clusters Score -1000165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1000167.812500 Penalty: 4360.426270
	Iteration 29Q: 3 clusters Score -1000168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1000170.437500 Penalty: 4360.426270
	Iteration 30Q: 3 clusters Score -1000170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1000175.750000 Penalty: 4360.426270
	Iteration 31Q: 3 clusters Score -1000176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1000185.812500 Penalty: 4360.426270
	Iteration 32Q: 3 clusters Score -1000186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1000194.000000 Penalty: 4360.426270
	Iteration 33Q: 3 clusters Score -1000194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1000199.000000 Penalty: 4360.426270
	Iteration 34Q: 3 clusters Score -1000199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1000204.750000 Penalty: 4360.426270
	Iteration 35Q: 3 clusters Score -1000205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1000210.125000 Penalty: 4360.426270
	Iteration 36Q: 3 clusters Score -1000210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1000217.625000 Penalty: 4360.426270
	Iteration 37Q: 3 clusters Score -1000218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1000229.687500 Penalty: 4360.426270
	Iteration 38Q: 3 clusters Score -1000230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1000236.000000 Penalty: 4360.426270
	Iteration 39Q: 3 clusters Score -1000236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1000238.500000 Penalty: 4360.426270
	Iteration 40F: 3 clusters Score -1000238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1000240.750000 Penalty: 4360.426270
	Iteration 41Q: 3 clusters Score -1000241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1000240.750000 Penalty: 4360.426270
	Iteration 42F: 3 clusters Score -1000241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Entering Unmasked Estep 
Score: -776920.437500 Penalty: 2110.122070
	Iteration 0F: 2 clusters Score -776920.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -772434.250000 Penalty: 4220.244141
	Iteration 0F: 3 clusters Score -772434.2 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -773460.937500 Penalty: 4220.244141
	Iteration 1F: 3 clusters Score -773460.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -773705.125000 Penalty: 4220.244141
	Iteration 2F: 3 clusters Score -773705.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -773861.125000 Penalty: 4220.244141
	Iteration 3F: 3 clusters Score -773861.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -773975.062500 Penalty: 4220.244141
	Iteration 4Q: 3 clusters Score -773975.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -774084.625000 Penalty: 4220.244141
	Iteration 5Q: 3 clusters Score -774084.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -774193.875000 Penalty: 4220.244141
	Iteration 6Q: 3 clusters Score -774193.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -774329.375000 Penalty: 4220.244141
	Iteration 7Q: 3 clusters Score -774329.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -774460.937500 Penalty: 4220.244141
	Iteration 8Q: 3 clusters Score -774460.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -774583.437500 Penalty: 4220.244141
	Iteration 9Q: 3 clusters Score -774583.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -774690.812500 Penalty: 4220.244141
	Iteration 10Q: 3 clusters Score -774690.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -774766.875000 Penalty: 4220.244141
	Iteration 11Q: 3 clusters Score -774766.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -774826.250000 Penalty: 4220.244141
	Iteration 12Q: 3 clusters Score -774826.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -774883.250000 Penalty: 4220.244141
	Iteration 13Q: 3 clusters Score -774883.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -774922.312500 Penalty: 4220.244141
	Iteration 14Q: 3 clusters Score -774922.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -774956.812500 Penalty: 4220.244141
	Iteration 15Q: 3 clusters Score -774956.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -774983.250000 Penalty: 4220.244141
	Iteration 16Q: 3 clusters Score -774983.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -775004.125000 Penalty: 4220.244141
	Iteration 17Q: 3 clusters Score -775004.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -775019.500000 Penalty: 4220.244141
	Iteration 18Q: 3 clusters Score -775019.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -775030.562500 Penalty: 4220.244141
	Iteration 19Q: 3 clusters Score -775030.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -775042.312500 Penalty: 4220.244141
	Iteration 20F: 3 clusters Score -775042.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -775055.000000 Penalty: 4220.244141
	Iteration 21Q: 3 clusters Score -775055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -775065.750000 Penalty: 4220.244141
	Iteration 22Q: 3 clusters Score -775065.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -775074.625000 Penalty: 4220.244141
	Iteration 23Q: 3 clusters Score -775074.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -775084.187500 Penalty: 4220.244141
	Iteration 24Q: 3 clusters Score -775084.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -775089.187500 Penalty: 4220.244141
	Iteration 25Q: 3 clusters Score -775089.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -775093.500000 Penalty: 4220.244141
	Iteration 26Q: 3 clusters Score -775093.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -775095.062500 Penalty: 4220.244141
	Iteration 27Q: 3 clusters Score -775095.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -775095.875000 Penalty: 4220.244141
	Iteration 28Q: 3 clusters Score -775095.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -775098.125000 Penalty: 4220.244141
	Iteration 29Q: 3 clusters Score -775098.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -775101.750000 Penalty: 4220.244141
	Iteration 30Q: 3 clusters Score -775101.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -775106.562500 Penalty: 4220.244141
	Iteration 31Q: 3 clusters Score -775106.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -775109.125000 Penalty: 4220.244141
	Iteration 32Q: 3 clusters Score -775109.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -775111.437500 Penalty: 4220.244141
	Iteration 33Q: 3 clusters Score -775111.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -775114.250000 Penalty: 4220.244141
	Iteration 34Q: 3 clusters Score -775114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -775113.437500 Penalty: 4220.244141
	Iteration 35Q: 3 clusters Score -775113.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -775118.250000 Penalty: 4220.244141
	Iteration 36Q: 3 clusters Score -775118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -775117.062500 Penalty: 4220.244141
	Iteration 37Q: 3 clusters Score -775117.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -775119.937500 Penalty: 4220.244141
	Iteration 38Q: 3 clusters Score -775119.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -775118.875000 Penalty: 4220.244141
	Iteration 39Q: 3 clusters Score -775118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -775121.500000 Penalty: 4220.244141
	Iteration 40F: 3 clusters Score -775121.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -775124.937500 Penalty: 4220.244141
	Iteration 41Q: 3 clusters Score -775124.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -775127.562500 Penalty: 4220.244141
	Iteration 42Q: 3 clusters Score -775127.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -775128.312500 Penalty: 4220.244141
	Iteration 43Q: 3 clusters Score -775128.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -775130.125000 Penalty: 4220.244141
	Iteration 44Q: 3 clusters Score -775130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -775131.187500 Penalty: 4220.244141
	Iteration 45Q: 3 clusters Score -775131.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -775130.875000 Penalty: 4220.244141
	Iteration 46Q: 3 clusters Score -775130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -775130.500000 Penalty: 4220.244141
	Iteration 47Q: 3 clusters Score -775130.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -775131.187500 Penalty: 4220.244141
	Iteration 48Q: 3 clusters Score -775131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -775132.562500 Penalty: 4220.244141
	Iteration 49Q: 3 clusters Score -775132.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -775131.875000 Penalty: 4220.244141
	Iteration 50Q: 3 clusters Score -775131.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -775133.250000 Penalty: 4220.244141
	Iteration 51Q: 3 clusters Score -775133.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -775134.187500 Penalty: 4220.244141
	Iteration 52Q: 3 clusters Score -775134.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -775134.187500 Penalty: 4220.244141
	Iteration 53F: 3 clusters Score -775134.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1584179.750000 Penalty: 2305.103760
	Iteration 0F: 2 clusters Score -1584180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1575942.125000 Penalty: 4610.207520
	Iteration 0F: 3 clusters Score -1575942 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1578532.000000 Penalty: 4610.207520
	Iteration 1F: 3 clusters Score -1578532 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1578950.000000 Penalty: 4610.207520
	Iteration 2F: 3 clusters Score -1578950 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1579314.875000 Penalty: 4610.207520
	Iteration 3F: 3 clusters Score -1579315 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1579608.625000 Penalty: 4610.207520
	Iteration 4Q: 3 clusters Score -1579609 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1579852.250000 Penalty: 4610.207520
	Iteration 5Q: 3 clusters Score -1579852 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1580101.750000 Penalty: 4610.207520
	Iteration 6Q: 3 clusters Score -1580102 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1580307.625000 Penalty: 4610.207520
	Iteration 7Q: 3 clusters Score -1580308 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1580520.125000 Penalty: 4610.207520
	Iteration 8Q: 3 clusters Score -1580520 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1580758.125000 Penalty: 4610.207520
	Iteration 9Q: 3 clusters Score -1580758 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1581000.375000 Penalty: 4610.207520
	Iteration 10Q: 3 clusters Score -1581000 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1581236.625000 Penalty: 4610.207520
	Iteration 11Q: 3 clusters Score -1581237 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1581422.625000 Penalty: 4610.207520
	Iteration 12Q: 3 clusters Score -1581423 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1581574.875000 Penalty: 4610.207520
	Iteration 13Q: 3 clusters Score -1581575 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1581692.250000 Penalty: 4610.207520
	Iteration 14Q: 3 clusters Score -1581692 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1581765.000000 Penalty: 4610.207520
	Iteration 15Q: 3 clusters Score -1581765 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1581830.875000 Penalty: 4610.207520
	Iteration 16Q: 3 clusters Score -1581831 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1581880.750000 Penalty: 4610.207520
	Iteration 17Q: 3 clusters Score -1581881 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1581925.250000 Penalty: 4610.207520
	Iteration 18Q: 3 clusters Score -1581925 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1581965.125000 Penalty: 4610.207520
	Iteration 19Q: 3 clusters Score -1581965 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1582005.625000 Penalty: 4610.207520
	Iteration 20F: 3 clusters Score -1582006 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1582036.625000 Penalty: 4610.207520
	Iteration 21Q: 3 clusters Score -1582037 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1582077.750000 Penalty: 4610.207520
	Iteration 22Q: 3 clusters Score -1582078 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1582120.750000 Penalty: 4610.207520
	Iteration 23Q: 3 clusters Score -1582121 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1582150.875000 Penalty: 4610.207520
	Iteration 24Q: 3 clusters Score -1582151 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1582184.250000 Penalty: 4610.207520
	Iteration 25Q: 3 clusters Score -1582184 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1582218.000000 Penalty: 4610.207520
	Iteration 26Q: 3 clusters Score -1582218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1582240.875000 Penalty: 4610.207520
	Iteration 27Q: 3 clusters Score -1582241 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1582260.625000 Penalty: 4610.207520
	Iteration 28Q: 3 clusters Score -1582261 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1582279.000000 Penalty: 4610.207520
	Iteration 29Q: 3 clusters Score -1582279 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1582299.000000 Penalty: 4610.207520
	Iteration 30Q: 3 clusters Score -1582299 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1582310.875000 Penalty: 4610.207520
	Iteration 31Q: 3 clusters Score -1582311 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1582319.125000 Penalty: 4610.207520
	Iteration 32Q: 3 clusters Score -1582319 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1582329.000000 Penalty: 4610.207520
	Iteration 33Q: 3 clusters Score -1582329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1582333.875000 Penalty: 4610.207520
	Iteration 34Q: 3 clusters Score -1582334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1582340.500000 Penalty: 4610.207520
	Iteration 35Q: 3 clusters Score -1582340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1582349.375000 Penalty: 4610.207520
	Iteration 36Q: 3 clusters Score -1582349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1582360.750000 Penalty: 4610.207520
	Iteration 37Q: 3 clusters Score -1582361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1582361.500000 Penalty: 4610.207520
	Iteration 38Q: 3 clusters Score -1582362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1582372.125000 Penalty: 4610.207520
	Iteration 39Q: 3 clusters Score -1582372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1582372.625000 Penalty: 4610.207520
	Iteration 40F: 3 clusters Score -1582373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1582375.750000 Penalty: 4610.207520
	Iteration 41Q: 3 clusters Score -1582376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1582380.000000 Penalty: 4610.207520
	Iteration 42Q: 3 clusters Score -1582380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1582380.125000 Penalty: 4610.207520
	Iteration 43Q: 3 clusters Score -1582380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1582382.125000 Penalty: 4610.207520
	Iteration 44Q: 3 clusters Score -1582382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1582379.125000 Penalty: 4610.207520
	Iteration 45Q: 3 clusters Score -1582379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1582385.000000 Penalty: 4610.207520
	Iteration 46Q: 3 clusters Score -1582385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1582387.625000 Penalty: 4610.207520
	Iteration 47Q: 3 clusters Score -1582388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1582391.000000 Penalty: 4610.207520
	Iteration 48Q: 3 clusters Score -1582391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1582396.875000 Penalty: 4610.207520
	Iteration 49Q: 3 clusters Score -1582397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1582395.250000 Penalty: 4610.207520
	Iteration 50Q: 3 clusters Score -1582395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1582396.125000 Penalty: 4610.207520
	Iteration 51Q: 3 clusters Score -1582396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1582393.875000 Penalty: 4610.207520
	Iteration 52Q: 3 clusters Score -1582394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1582396.250000 Penalty: 4610.207520
	Iteration 53Q: 3 clusters Score -1582396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1582396.125000 Penalty: 4610.207520
	Iteration 54Q: 3 clusters Score -1582396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1582396.125000 Penalty: 4610.207520
	Iteration 55F: 3 clusters Score -1582396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Entering Unmasked Estep 
Score: -5924398.500000 Penalty: 2612.646729
	Iteration 0F: 2 clusters Score -5924398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -5898917.000000 Penalty: 5225.293457
	Iteration 0F: 3 clusters Score -5898917 nChanged 17065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -5908258.000000 Penalty: 5225.293457
	Iteration 1F: 3 clusters Score -5908258 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -5908863.500000 Penalty: 5225.293457
	Iteration 2Q: 3 clusters Score -5908864 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -5909361.500000 Penalty: 5225.293457
	Iteration 3Q: 3 clusters Score -5909362 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -5909894.500000 Penalty: 5225.293457
	Iteration 4Q: 3 clusters Score -5909894 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -5910502.000000 Penalty: 5225.293457
	Iteration 5Q: 3 clusters Score -5910502 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -5911041.500000 Penalty: 5225.293457
	Iteration 6Q: 3 clusters Score -5911042 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -5911628.500000 Penalty: 5225.293457
	Iteration 7Q: 3 clusters Score -5911628 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -5912307.000000 Penalty: 5225.293457
	Iteration 8Q: 3 clusters Score -5912307 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -5913168.500000 Penalty: 5225.293457
	Iteration 9Q: 3 clusters Score -5913168 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -5914226.500000 Penalty: 5225.293457
	Iteration 10Q: 3 clusters Score -5914226 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -5915438.000000 Penalty: 5225.293457
	Iteration 11Q: 3 clusters Score -5915438 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -5916594.500000 Penalty: 5225.293457
	Iteration 12Q: 3 clusters Score -5916594 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -5917732.000000 Penalty: 5225.293457
	Iteration 13Q: 3 clusters Score -5917732 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -5918827.500000 Penalty: 5225.293457
	Iteration 14Q: 3 clusters Score -5918828 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -5919898.500000 Penalty: 5225.293457
	Iteration 15Q: 3 clusters Score -5919898 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -5920783.500000 Penalty: 5225.293457
	Iteration 16Q: 3 clusters Score -5920784 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -5921625.000000 Penalty: 5225.293457
	Iteration 17Q: 3 clusters Score -5921625 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -5922208.500000 Penalty: 5225.293457
	Iteration 18Q: 3 clusters Score -5922208 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -5922548.000000 Penalty: 5225.293457
	Iteration 19Q: 3 clusters Score -5922548 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -5922849.500000 Penalty: 5225.293457
	Iteration 20F: 3 clusters Score -5922850 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -5923027.000000 Penalty: 5225.293457
	Iteration 21Q: 3 clusters Score -5923027 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -5923169.000000 Penalty: 5225.293457
	Iteration 22Q: 3 clusters Score -5923169 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -5923222.500000 Penalty: 5225.293457
	Iteration 23Q: 3 clusters Score -5923222 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -5923276.000000 Penalty: 5225.293457
	Iteration 24Q: 3 clusters Score -5923276 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -5923326.000000 Penalty: 5225.293457
	Iteration 25Q: 3 clusters Score -5923326 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -5923366.500000 Penalty: 5225.293457
	Iteration 26Q: 3 clusters Score -5923366 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -5923381.500000 Penalty: 5225.293457
	Iteration 27Q: 3 clusters Score -5923382 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -5923408.000000 Penalty: 5225.293457
	Iteration 28Q: 3 clusters Score -5923408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -5923408.500000 Penalty: 5225.293457
	Iteration 29Q: 3 clusters Score -5923408 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -5923424.500000 Penalty: 5225.293457
	Iteration 30Q: 3 clusters Score -5923424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -5923429.500000 Penalty: 5225.293457
	Iteration 31Q: 3 clusters Score -5923430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -5923440.500000 Penalty: 5225.293457
	Iteration 32Q: 3 clusters Score -5923440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -5923449.000000 Penalty: 5225.293457
	Iteration 33Q: 3 clusters Score -5923449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -5923452.000000 Penalty: 5225.293457
	Iteration 34Q: 3 clusters Score -5923452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -5923468.000000 Penalty: 5225.293457
	Iteration 35Q: 3 clusters Score -5923468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -5923460.500000 Penalty: 5225.293457
	Iteration 36Q: 3 clusters Score -5923460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -5923458.000000 Penalty: 5225.293457
	Iteration 37Q: 3 clusters Score -5923458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -5923453.500000 Penalty: 5225.293457
	Iteration 38Q: 3 clusters Score -5923454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -5923452.000000 Penalty: 5225.293457
	Iteration 39Q: 3 clusters Score -5923452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -5923456.000000 Penalty: 5225.293457
	Iteration 40F: 3 clusters Score -5923456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -5923459.500000 Penalty: 5225.293457
	Iteration 41Q: 3 clusters Score -5923460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -5923452.500000 Penalty: 5225.293457
	Iteration 42Q: 3 clusters Score -5923452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -5923452.000000 Penalty: 5225.293457
	Iteration 43Q: 3 clusters Score -5923452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -5923462.500000 Penalty: 5225.293457
	Iteration 44Q: 3 clusters Score -5923462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -5923454.000000 Penalty: 5225.293457
	Iteration 45Q: 3 clusters Score -5923454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -5923454.500000 Penalty: 5225.293457
	Iteration 46Q: 3 clusters Score -5923454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -5923458.000000 Penalty: 5225.293457
	Iteration 47Q: 3 clusters Score -5923458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -5923457.000000 Penalty: 5225.293457
	Iteration 48Q: 3 clusters Score -5923457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -5923457.000000 Penalty: 5225.293457
	Iteration 49Q: 3 clusters Score -5923457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -5923459.000000 Penalty: 5225.293457
	Iteration 50Q: 3 clusters Score -5923459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -5923462.500000 Penalty: 5225.293457
	Iteration 51Q: 3 clusters Score -5923462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -5923467.500000 Penalty: 5225.293457
	Iteration 52Q: 3 clusters Score -5923468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -5923463.500000 Penalty: 5225.293457
	Iteration 53Q: 3 clusters Score -5923464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -5923455.000000 Penalty: 5225.293457
	Iteration 54Q: 3 clusters Score -5923455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -5923455.000000 Penalty: 5225.293457
	Iteration 55F: 3 clusters Score -5923455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Entering Unmasked Estep 
Score: -940748.000000 Penalty: 2160.846191
	Iteration 0F: 2 clusters Score -940748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -935598.750000 Penalty: 4321.692383
	Iteration 0F: 3 clusters Score -935598.8 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -936998.250000 Penalty: 4321.692383
	Iteration 1F: 3 clusters Score -936998.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -937339.562500 Penalty: 4321.692383
	Iteration 2F: 3 clusters Score -937339.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -937713.500000 Penalty: 4321.692383
	Iteration 3F: 3 clusters Score -937713.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -938056.375000 Penalty: 4321.692383
	Iteration 4F: 3 clusters Score -938056.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -938521.375000 Penalty: 4321.692383
	Iteration 5F: 3 clusters Score -938521.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -938982.625000 Penalty: 4321.692383
	Iteration 6F: 3 clusters Score -938982.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -939343.000000 Penalty: 4321.692383
	Iteration 7F: 3 clusters Score -939343 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -939587.375000 Penalty: 4321.692383
	Iteration 8F: 3 clusters Score -939587.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -939722.937500 Penalty: 4321.692383
	Iteration 9Q: 3 clusters Score -939722.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -939802.625000 Penalty: 4321.692383
	Iteration 10Q: 3 clusters Score -939802.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -939837.812500 Penalty: 4321.692383
	Iteration 11Q: 3 clusters Score -939837.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -939855.375000 Penalty: 4321.692383
	Iteration 12Q: 3 clusters Score -939855.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -939866.187500 Penalty: 4321.692383
	Iteration 13Q: 3 clusters Score -939866.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -939872.500000 Penalty: 4321.692383
	Iteration 14Q: 3 clusters Score -939872.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -939879.062500 Penalty: 4321.692383
	Iteration 15Q: 3 clusters Score -939879.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -939883.625000 Penalty: 4321.692383
	Iteration 16Q: 3 clusters Score -939883.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -939887.500000 Penalty: 4321.692383
	Iteration 17Q: 3 clusters Score -939887.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -939888.500000 Penalty: 4321.692383
	Iteration 18Q: 3 clusters Score -939888.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -939891.875000 Penalty: 4321.692383
	Iteration 19Q: 3 clusters Score -939891.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -939893.062500 Penalty: 4321.692383
	Iteration 20F: 3 clusters Score -939893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -939894.687500 Penalty: 4321.692383
	Iteration 21Q: 3 clusters Score -939894.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -939893.437500 Penalty: 4321.692383
	Iteration 22Q: 3 clusters Score -939893.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -939893.437500 Penalty: 4321.692383
	Iteration 23F: 3 clusters Score -939893.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -127736.585938 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -127736.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -125917.031250 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -125917 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -126327.242188 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -126327.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -126630.187500 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -126630.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -126772.656250 Penalty: 3366.211670
	Iteration 3F: 3 clusters Score -126772.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -126883.960938 Penalty: 3366.211670
	Iteration 4F: 3 clusters Score -126884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -126947.703125 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -126947.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -127001.000000 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -127001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -127039.304688 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -127039.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -127054.820312 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -127054.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -127074.750000 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -127074.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -127084.898438 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -127084.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -127087.195312 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -127087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -127092.171875 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -127092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -127096.000000 Penalty: 3366.211670
	Iteration 13Q: 3 clusters Score -127096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -127098.703125 Penalty: 3366.211670
	Iteration 14Q: 3 clusters Score -127098.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -127098.703125 Penalty: 3366.211670
	Iteration 15F: 3 clusters Score -127098.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Entering Unmasked Estep 
Score: -2504360.000000 Penalty: 2398.436279
	Iteration 0F: 2 clusters Score -2504360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2493034.500000 Penalty: 4796.872559
	Iteration 0F: 3 clusters Score -2493034 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2496549.750000 Penalty: 4796.872559
	Iteration 1F: 3 clusters Score -2496550 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2496872.750000 Penalty: 4796.872559
	Iteration 2F: 3 clusters Score -2496873 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2497130.250000 Penalty: 4796.872559
	Iteration 3Q: 3 clusters Score -2497130 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2497407.000000 Penalty: 4796.872559
	Iteration 4Q: 3 clusters Score -2497407 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2497699.000000 Penalty: 4796.872559
	Iteration 5Q: 3 clusters Score -2497699 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2498007.500000 Penalty: 4796.872559
	Iteration 6Q: 3 clusters Score -2498008 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2498355.750000 Penalty: 4796.872559
	Iteration 7Q: 3 clusters Score -2498356 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2498816.500000 Penalty: 4796.872559
	Iteration 8Q: 3 clusters Score -2498816 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2499338.250000 Penalty: 4796.872559
	Iteration 9Q: 3 clusters Score -2499338 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2499898.750000 Penalty: 4796.872559
	Iteration 10Q: 3 clusters Score -2499899 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2500464.500000 Penalty: 4796.872559
	Iteration 11Q: 3 clusters Score -2500464 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2501129.500000 Penalty: 4796.872559
	Iteration 12Q: 3 clusters Score -2501130 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2501943.750000 Penalty: 4796.872559
	Iteration 13Q: 3 clusters Score -2501944 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2502792.250000 Penalty: 4796.872559
	Iteration 14Q: 3 clusters Score -2502792 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2503306.750000 Penalty: 4796.872559
	Iteration 15Q: 3 clusters Score -2503307 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2503571.250000 Penalty: 4796.872559
	Iteration 16Q: 3 clusters Score -2503571 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2503734.250000 Penalty: 4796.872559
	Iteration 17Q: 3 clusters Score -2503734 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2503870.250000 Penalty: 4796.872559
	Iteration 18Q: 3 clusters Score -2503870 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2504004.250000 Penalty: 4796.872559
	Iteration 19Q: 3 clusters Score -2504004 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2504093.250000 Penalty: 4796.872559
	Iteration 20F: 3 clusters Score -2504093 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2504168.750000 Penalty: 4796.872559
	Iteration 21Q: 3 clusters Score -2504169 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2504242.500000 Penalty: 4796.872559
	Iteration 22Q: 3 clusters Score -2504242 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2504304.250000 Penalty: 4796.872559
	Iteration 23Q: 3 clusters Score -2504304 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2504350.000000 Penalty: 4796.872559
	Iteration 24Q: 3 clusters Score -2504350 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2504388.250000 Penalty: 4796.872559
	Iteration 25Q: 3 clusters Score -2504388 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2504417.250000 Penalty: 4796.872559
	Iteration 26Q: 3 clusters Score -2504417 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2504463.500000 Penalty: 4796.872559
	Iteration 27Q: 3 clusters Score -2504464 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2504486.000000 Penalty: 4796.872559
	Iteration 28Q: 3 clusters Score -2504486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2504498.000000 Penalty: 4796.872559
	Iteration 29Q: 3 clusters Score -2504498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2504496.000000 Penalty: 4796.872559
	Iteration 30Q: 3 clusters Score -2504496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2504518.000000 Penalty: 4796.872559
	Iteration 31Q: 3 clusters Score -2504518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2504523.500000 Penalty: 4796.872559
	Iteration 32Q: 3 clusters Score -2504524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2504524.500000 Penalty: 4796.872559
	Iteration 33Q: 3 clusters Score -2504524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2504526.250000 Penalty: 4796.872559
	Iteration 34Q: 3 clusters Score -2504526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2504538.750000 Penalty: 4796.872559
	Iteration 35Q: 3 clusters Score -2504539 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2504549.750000 Penalty: 4796.872559
	Iteration 36Q: 3 clusters Score -2504550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2504552.500000 Penalty: 4796.872559
	Iteration 37Q: 3 clusters Score -2504552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2504559.500000 Penalty: 4796.872559
	Iteration 38Q: 3 clusters Score -2504560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2504560.000000 Penalty: 4796.872559
	Iteration 39Q: 3 clusters Score -2504560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2504554.750000 Penalty: 4796.872559
	Iteration 40F: 3 clusters Score -2504555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2504555.000000 Penalty: 4796.872559
	Iteration 41Q: 3 clusters Score -2504555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2504559.000000 Penalty: 4796.872559
	Iteration 42Q: 3 clusters Score -2504559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2504561.500000 Penalty: 4796.872559
	Iteration 43Q: 3 clusters Score -2504562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2504566.000000 Penalty: 4796.872559
	Iteration 44Q: 3 clusters Score -2504566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2504561.750000 Penalty: 4796.872559
	Iteration 45Q: 3 clusters Score -2504562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2504562.500000 Penalty: 4796.872559
	Iteration 46Q: 3 clusters Score -2504562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2504565.750000 Penalty: 4796.872559
	Iteration 47Q: 3 clusters Score -2504566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2504564.750000 Penalty: 4796.872559
	Iteration 48Q: 3 clusters Score -2504565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2504570.500000 Penalty: 4796.872559
	Iteration 49Q: 3 clusters Score -2504570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2504569.750000 Penalty: 4796.872559
	Iteration 50Q: 3 clusters Score -2504570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2504573.750000 Penalty: 4796.872559
	Iteration 51Q: 3 clusters Score -2504574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2504573.250000 Penalty: 4796.872559
	Iteration 52Q: 3 clusters Score -2504573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2504570.250000 Penalty: 4796.872559
	Iteration 53Q: 3 clusters Score -2504570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2504571.500000 Penalty: 4796.872559
	Iteration 54Q: 3 clusters Score -2504572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2504573.500000 Penalty: 4796.872559
	Iteration 55Q: 3 clusters Score -2504574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2504573.500000 Penalty: 4796.872559
	Iteration 56F: 3 clusters Score -2504574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37604 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 7136 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36852 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122548 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108081 members 
Mstep: Class 30 contains 9907 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4254 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14779 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Mstep: Class 50 contains 8717 members 
Entering Unmasked Estep 
Score: -122567160.000000 Penalty: 168560.843750
Splitting cluster 8 changes total score from -122568016.000000 to -122567160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (6618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Entering Unmasked Estep 
Score: -1036799.625000 Penalty: 2181.791992
	Iteration 0F: 2 clusters Score -1036800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1031205.187500 Penalty: 4363.583984
	Iteration 0F: 3 clusters Score -1031205 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1032720.437500 Penalty: 4363.583984
	Iteration 1F: 3 clusters Score -1032720 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1033002.062500 Penalty: 4363.583984
	Iteration 2F: 3 clusters Score -1033002 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1033172.750000 Penalty: 4363.583984
	Iteration 3F: 3 clusters Score -1033173 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1033296.562500 Penalty: 4363.583984
	Iteration 4Q: 3 clusters Score -1033297 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1033399.625000 Penalty: 4363.583984
	Iteration 5Q: 3 clusters Score -1033400 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1033500.375000 Penalty: 4363.583984
	Iteration 6Q: 3 clusters Score -1033500 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1033606.062500 Penalty: 4363.583984
	Iteration 7Q: 3 clusters Score -1033606 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1033733.062500 Penalty: 4363.583984
	Iteration 8Q: 3 clusters Score -1033733 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1033879.750000 Penalty: 4363.583984
	Iteration 9Q: 3 clusters Score -1033880 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1034050.937500 Penalty: 4363.583984
	Iteration 10Q: 3 clusters Score -1034051 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1034222.562500 Penalty: 4363.583984
	Iteration 11Q: 3 clusters Score -1034223 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1034378.500000 Penalty: 4363.583984
	Iteration 12Q: 3 clusters Score -1034378 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1034519.687500 Penalty: 4363.583984
	Iteration 13Q: 3 clusters Score -1034520 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1034614.562500 Penalty: 4363.583984
	Iteration 14Q: 3 clusters Score -1034615 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1034674.125000 Penalty: 4363.583984
	Iteration 15Q: 3 clusters Score -1034674 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1034716.375000 Penalty: 4363.583984
	Iteration 16Q: 3 clusters Score -1034716 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1034742.562500 Penalty: 4363.583984
	Iteration 17Q: 3 clusters Score -1034743 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1034762.125000 Penalty: 4363.583984
	Iteration 18Q: 3 clusters Score -1034762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1034785.500000 Penalty: 4363.583984
	Iteration 19Q: 3 clusters Score -1034786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1034805.312500 Penalty: 4363.583984
	Iteration 20F: 3 clusters Score -1034805 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1034819.500000 Penalty: 4363.583984
	Iteration 21Q: 3 clusters Score -1034820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1034830.562500 Penalty: 4363.583984
	Iteration 22Q: 3 clusters Score -1034831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1034841.812500 Penalty: 4363.583984
	Iteration 23Q: 3 clusters Score -1034842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1034847.312500 Penalty: 4363.583984
	Iteration 24Q: 3 clusters Score -1034847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1034852.312500 Penalty: 4363.583984
	Iteration 25Q: 3 clusters Score -1034852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1034853.312500 Penalty: 4363.583984
	Iteration 26Q: 3 clusters Score -1034853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1034857.750000 Penalty: 4363.583984
	Iteration 27Q: 3 clusters Score -1034858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1034860.875000 Penalty: 4363.583984
	Iteration 28Q: 3 clusters Score -1034861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1034860.687500 Penalty: 4363.583984
	Iteration 29Q: 3 clusters Score -1034861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1034865.625000 Penalty: 4363.583984
	Iteration 30Q: 3 clusters Score -1034866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1034866.312500 Penalty: 4363.583984
	Iteration 31Q: 3 clusters Score -1034866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1034865.625000 Penalty: 4363.583984
	Iteration 32Q: 3 clusters Score -1034866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1034866.562500 Penalty: 4363.583984
	Iteration 33Q: 3 clusters Score -1034867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1034870.312500 Penalty: 4363.583984
	Iteration 34Q: 3 clusters Score -1034870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1034870.687500 Penalty: 4363.583984
	Iteration 35Q: 3 clusters Score -1034871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1034872.125000 Penalty: 4363.583984
	Iteration 36Q: 3 clusters Score -1034872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1034872.875000 Penalty: 4363.583984
	Iteration 37Q: 3 clusters Score -1034873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1034874.125000 Penalty: 4363.583984
	Iteration 38Q: 3 clusters Score -1034874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1034874.250000 Penalty: 4363.583984
	Iteration 39Q: 3 clusters Score -1034874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1034873.687500 Penalty: 4363.583984
	Iteration 40F: 3 clusters Score -1034874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1034875.562500 Penalty: 4363.583984
	Iteration 41Q: 3 clusters Score -1034876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1034876.750000 Penalty: 4363.583984
	Iteration 42Q: 3 clusters Score -1034877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1034877.937500 Penalty: 4363.583984
	Iteration 43Q: 3 clusters Score -1034878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1034877.937500 Penalty: 4363.583984
	Iteration 44F: 3 clusters Score -1034878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -109409.085938 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -109409.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -107632.257812 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -107632.3 nChanged 161
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: -107887.500000 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -107887.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -108028.375000 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -108028.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -108196.484375 Penalty: 3281.568359
	Iteration 3F: 3 clusters Score -108196.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -108408.671875 Penalty: 3281.568359
	Iteration 4F: 3 clusters Score -108408.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -108565.640625 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -108565.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -108704.390625 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -108704.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -108875.359375 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -108875.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -109068.382812 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -109068.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -109241.023438 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -109241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -109391.921875 Penalty: 3281.568359
	Iteration 10Q: 3 clusters Score -109391.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -109455.234375 Penalty: 3281.568359
	Iteration 11Q: 3 clusters Score -109455.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -109487.296875 Penalty: 3281.568359
	Iteration 12Q: 3 clusters Score -109487.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -109508.070312 Penalty: 3281.568359
	Iteration 13Q: 3 clusters Score -109508.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -109517.765625 Penalty: 3281.568359
	Iteration 14Q: 3 clusters Score -109517.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -109525.343750 Penalty: 3281.568359
	Iteration 15Q: 3 clusters Score -109525.3 nChanged 2
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: -109532.109375 Penalty: 3281.568359
	Iteration 16Q: 3 clusters Score -109532.1 nChanged 1
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: -109534.148438 Penalty: 3281.568359
	Iteration 17Q: 3 clusters Score -109534.1 nChanged 0
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: -109534.148438 Penalty: 3281.568359
	Iteration 18F: 3 clusters Score -109534.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37604 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36852 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122548 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108081 members 
Mstep: Class 30 contains 9907 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4254 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14779 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Mstep: Class 50 contains 348 members 
Entering Unmasked Estep 
Score: -122566368.000000 Penalty: 168560.843750
Splitting cluster 10 changes total score from -122568016.000000 to -122566368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (9380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Entering Unmasked Estep 
Score: -1482726.500000 Penalty: 2268.291016
	Iteration 0F: 2 clusters Score -1482726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1475426.875000 Penalty: 4536.582031
	Iteration 0F: 3 clusters Score -1475427 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1477575.125000 Penalty: 4536.582031
	Iteration 1F: 3 clusters Score -1477575 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1477952.500000 Penalty: 4536.582031
	Iteration 2F: 3 clusters Score -1477952 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1478283.250000 Penalty: 4536.582031
	Iteration 3F: 3 clusters Score -1478283 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1478581.250000 Penalty: 4536.582031
	Iteration 4F: 3 clusters Score -1478581 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1478882.750000 Penalty: 4536.582031
	Iteration 5Q: 3 clusters Score -1478883 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1479218.125000 Penalty: 4536.582031
	Iteration 6Q: 3 clusters Score -1479218 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1479561.250000 Penalty: 4536.582031
	Iteration 7F: 3 clusters Score -1479561 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1479866.375000 Penalty: 4536.582031
	Iteration 8Q: 3 clusters Score -1479866 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1480148.375000 Penalty: 4536.582031
	Iteration 9Q: 3 clusters Score -1480148 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1480379.375000 Penalty: 4536.582031
	Iteration 10Q: 3 clusters Score -1480379 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1480545.250000 Penalty: 4536.582031
	Iteration 11Q: 3 clusters Score -1480545 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1480662.375000 Penalty: 4536.582031
	Iteration 12Q: 3 clusters Score -1480662 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1480738.125000 Penalty: 4536.582031
	Iteration 13Q: 3 clusters Score -1480738 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1480785.000000 Penalty: 4536.582031
	Iteration 14Q: 3 clusters Score -1480785 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1480824.875000 Penalty: 4536.582031
	Iteration 15Q: 3 clusters Score -1480825 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1480856.625000 Penalty: 4536.582031
	Iteration 16Q: 3 clusters Score -1480857 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1480877.750000 Penalty: 4536.582031
	Iteration 17Q: 3 clusters Score -1480878 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1480895.250000 Penalty: 4536.582031
	Iteration 18Q: 3 clusters Score -1480895 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1480921.125000 Penalty: 4536.582031
	Iteration 19Q: 3 clusters Score -1480921 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1480936.375000 Penalty: 4536.582031
	Iteration 20F: 3 clusters Score -1480936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1480952.000000 Penalty: 4536.582031
	Iteration 21Q: 3 clusters Score -1480952 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1480968.375000 Penalty: 4536.582031
	Iteration 22Q: 3 clusters Score -1480968 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1480989.375000 Penalty: 4536.582031
	Iteration 23Q: 3 clusters Score -1480989 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1481004.625000 Penalty: 4536.582031
	Iteration 24Q: 3 clusters Score -1481005 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1481018.625000 Penalty: 4536.582031
	Iteration 25Q: 3 clusters Score -1481019 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1481032.375000 Penalty: 4536.582031
	Iteration 26Q: 3 clusters Score -1481032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1481043.500000 Penalty: 4536.582031
	Iteration 27Q: 3 clusters Score -1481044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1481052.000000 Penalty: 4536.582031
	Iteration 28Q: 3 clusters Score -1481052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1481057.875000 Penalty: 4536.582031
	Iteration 29Q: 3 clusters Score -1481058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1481060.250000 Penalty: 4536.582031
	Iteration 30Q: 3 clusters Score -1481060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1481057.500000 Penalty: 4536.582031
	Iteration 31Q: 3 clusters Score -1481058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1481063.875000 Penalty: 4536.582031
	Iteration 32Q: 3 clusters Score -1481064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1481070.375000 Penalty: 4536.582031
	Iteration 33Q: 3 clusters Score -1481070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1481076.750000 Penalty: 4536.582031
	Iteration 34Q: 3 clusters Score -1481077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1481077.500000 Penalty: 4536.582031
	Iteration 35Q: 3 clusters Score -1481078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1481074.000000 Penalty: 4536.582031
	Iteration 36Q: 3 clusters Score -1481074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1481072.125000 Penalty: 4536.582031
	Iteration 37Q: 3 clusters Score -1481072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1481075.625000 Penalty: 4536.582031
	Iteration 38Q: 3 clusters Score -1481076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1481076.375000 Penalty: 4536.582031
	Iteration 39Q: 3 clusters Score -1481076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1481078.625000 Penalty: 4536.582031
	Iteration 40F: 3 clusters Score -1481079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1481078.375000 Penalty: 4536.582031
	Iteration 41Q: 3 clusters Score -1481078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1481079.875000 Penalty: 4536.582031
	Iteration 42Q: 3 clusters Score -1481080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1481083.375000 Penalty: 4536.582031
	Iteration 43Q: 3 clusters Score -1481083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1481085.250000 Penalty: 4536.582031
	Iteration 44Q: 3 clusters Score -1481085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1481090.000000 Penalty: 4536.582031
	Iteration 45Q: 3 clusters Score -1481090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1481091.375000 Penalty: 4536.582031
	Iteration 46Q: 3 clusters Score -1481091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1481091.500000 Penalty: 4536.582031
	Iteration 47Q: 3 clusters Score -1481092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1481093.125000 Penalty: 4536.582031
	Iteration 48Q: 3 clusters Score -1481093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1481092.000000 Penalty: 4536.582031
	Iteration 49Q: 3 clusters Score -1481092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1481091.625000 Penalty: 4536.582031
	Iteration 50Q: 3 clusters Score -1481092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1481091.500000 Penalty: 4536.582031
	Iteration 51Q: 3 clusters Score -1481092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1481091.500000 Penalty: 4536.582031
	Iteration 52F: 3 clusters Score -1481092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -312321.312500 Penalty: 1925.755859
	Iteration 0F: 2 clusters Score -312321.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -309570.031250 Penalty: 3851.511719
	Iteration 0F: 3 clusters Score -309570 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -310561.875000 Penalty: 3851.511719
	Iteration 1F: 3 clusters Score -310561.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -311041.593750 Penalty: 3851.511719
	Iteration 2F: 3 clusters Score -311041.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -311326.437500 Penalty: 3851.511719
	Iteration 3F: 3 clusters Score -311326.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -311494.781250 Penalty: 3851.511719
	Iteration 4F: 3 clusters Score -311494.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -311605.968750 Penalty: 3851.511719
	Iteration 5Q: 3 clusters Score -311606 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -311705.437500 Penalty: 3851.511719
	Iteration 6Q: 3 clusters Score -311705.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -311800.718750 Penalty: 3851.511719
	Iteration 7Q: 3 clusters Score -311800.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -311856.343750 Penalty: 3851.511719
	Iteration 8Q: 3 clusters Score -311856.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -311899.812500 Penalty: 3851.511719
	Iteration 9Q: 3 clusters Score -311899.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -311940.781250 Penalty: 3851.511719
	Iteration 10Q: 3 clusters Score -311940.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -311967.156250 Penalty: 3851.511719
	Iteration 11Q: 3 clusters Score -311967.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -311990.593750 Penalty: 3851.511719
	Iteration 12Q: 3 clusters Score -311990.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -312005.562500 Penalty: 3851.511719
	Iteration 13Q: 3 clusters Score -312005.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -312024.250000 Penalty: 3851.511719
	Iteration 14Q: 3 clusters Score -312024.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -312039.718750 Penalty: 3851.511719
	Iteration 15Q: 3 clusters Score -312039.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -312051.281250 Penalty: 3851.511719
	Iteration 16Q: 3 clusters Score -312051.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -312060.187500 Penalty: 3851.511719
	Iteration 17Q: 3 clusters Score -312060.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -312065.937500 Penalty: 3851.511719
	Iteration 18Q: 3 clusters Score -312065.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -312070.781250 Penalty: 3851.511719
	Iteration 19Q: 3 clusters Score -312070.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -312073.468750 Penalty: 3851.511719
	Iteration 20F: 3 clusters Score -312073.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -312073.906250 Penalty: 3851.511719
	Iteration 21Q: 3 clusters Score -312073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -312073.906250 Penalty: 3851.511719
	Iteration 22F: 3 clusters Score -312073.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Entering Unmasked Estep 
Score: -5790671.000000 Penalty: 2607.636963
	Iteration 0F: 2 clusters Score -5790671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -5765601.500000 Penalty: 5215.273926
	Iteration 0F: 3 clusters Score -5765602 nChanged 16868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -5775357.000000 Penalty: 5215.273926
	Iteration 1F: 3 clusters Score -5775357 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -5776231.000000 Penalty: 5215.273926
	Iteration 2F: 3 clusters Score -5776231 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -5777258.500000 Penalty: 5215.273926
	Iteration 3F: 3 clusters Score -5777258 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -5778533.000000 Penalty: 5215.273926
	Iteration 4F: 3 clusters Score -5778533 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -5780006.000000 Penalty: 5215.273926
	Iteration 5F: 3 clusters Score -5780006 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -5781659.500000 Penalty: 5215.273926
	Iteration 6F: 3 clusters Score -5781660 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -5783348.000000 Penalty: 5215.273926
	Iteration 7F: 3 clusters Score -5783348 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -5784974.500000 Penalty: 5215.273926
	Iteration 8F: 3 clusters Score -5784974 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -5786373.000000 Penalty: 5215.273926
	Iteration 9Q: 3 clusters Score -5786373 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -5787559.000000 Penalty: 5215.273926
	Iteration 10Q: 3 clusters Score -5787559 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -5788470.500000 Penalty: 5215.273926
	Iteration 11Q: 3 clusters Score -5788470 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5789063.500000 Penalty: 5215.273926
	Iteration 12Q: 3 clusters Score -5789064 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5789405.000000 Penalty: 5215.273926
	Iteration 13Q: 3 clusters Score -5789405 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5789632.500000 Penalty: 5215.273926
	Iteration 14Q: 3 clusters Score -5789632 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5789752.500000 Penalty: 5215.273926
	Iteration 15Q: 3 clusters Score -5789752 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5789824.500000 Penalty: 5215.273926
	Iteration 16Q: 3 clusters Score -5789824 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5789873.500000 Penalty: 5215.273926
	Iteration 17Q: 3 clusters Score -5789874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5789901.000000 Penalty: 5215.273926
	Iteration 18Q: 3 clusters Score -5789901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5789922.000000 Penalty: 5215.273926
	Iteration 19Q: 3 clusters Score -5789922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5789956.000000 Penalty: 5215.273926
	Iteration 20F: 3 clusters Score -5789956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5789973.500000 Penalty: 5215.273926
	Iteration 21Q: 3 clusters Score -5789974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5789982.000000 Penalty: 5215.273926
	Iteration 22Q: 3 clusters Score -5789982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5789997.500000 Penalty: 5215.273926
	Iteration 23Q: 3 clusters Score -5789998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5790012.500000 Penalty: 5215.273926
	Iteration 24Q: 3 clusters Score -5790012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5790016.500000 Penalty: 5215.273926
	Iteration 25Q: 3 clusters Score -5790016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5790027.000000 Penalty: 5215.273926
	Iteration 26Q: 3 clusters Score -5790027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5790033.000000 Penalty: 5215.273926
	Iteration 27Q: 3 clusters Score -5790033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5790036.500000 Penalty: 5215.273926
	Iteration 28Q: 3 clusters Score -5790036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5790032.000000 Penalty: 5215.273926
	Iteration 29Q: 3 clusters Score -5790032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5790035.000000 Penalty: 5215.273926
	Iteration 30Q: 3 clusters Score -5790035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5790030.500000 Penalty: 5215.273926
	Iteration 31Q: 3 clusters Score -5790030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5790032.000000 Penalty: 5215.273926
	Iteration 32Q: 3 clusters Score -5790032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5790032.000000 Penalty: 5215.273926
	Iteration 33F: 3 clusters Score -5790032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Entering Unmasked Estep 
Score: -4334066.000000 Penalty: 2527.951904
	Iteration 0F: 2 clusters Score -4334066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -4315748.000000 Penalty: 5055.903809
	Iteration 0F: 3 clusters Score -4315748 nChanged 11965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -4322160.000000 Penalty: 5055.903809
	Iteration 1F: 3 clusters Score -4322160 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -4322601.500000 Penalty: 5055.903809
	Iteration 2Q: 3 clusters Score -4322602 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -4323064.000000 Penalty: 5055.903809
	Iteration 3Q: 3 clusters Score -4323064 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -4323649.000000 Penalty: 5055.903809
	Iteration 4Q: 3 clusters Score -4323649 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -4324281.500000 Penalty: 5055.903809
	Iteration 5F: 3 clusters Score -4324282 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -4325018.000000 Penalty: 5055.903809
	Iteration 6F: 3 clusters Score -4325018 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -4325751.500000 Penalty: 5055.903809
	Iteration 7F: 3 clusters Score -4325752 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -4326364.500000 Penalty: 5055.903809
	Iteration 8Q: 3 clusters Score -4326364 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -4326867.000000 Penalty: 5055.903809
	Iteration 9Q: 3 clusters Score -4326867 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -4327259.000000 Penalty: 5055.903809
	Iteration 10Q: 3 clusters Score -4327259 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -4327580.000000 Penalty: 5055.903809
	Iteration 11Q: 3 clusters Score -4327580 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4327921.500000 Penalty: 5055.903809
	Iteration 12Q: 3 clusters Score -4327922 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -4328203.500000 Penalty: 5055.903809
	Iteration 13Q: 3 clusters Score -4328204 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -4328501.000000 Penalty: 5055.903809
	Iteration 14Q: 3 clusters Score -4328501 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -4328811.000000 Penalty: 5055.903809
	Iteration 15Q: 3 clusters Score -4328811 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -4329141.000000 Penalty: 5055.903809
	Iteration 16Q: 3 clusters Score -4329141 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -4329524.500000 Penalty: 5055.903809
	Iteration 17Q: 3 clusters Score -4329524 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -4330003.000000 Penalty: 5055.903809
	Iteration 18Q: 3 clusters Score -4330003 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -4330625.500000 Penalty: 5055.903809
	Iteration 19Q: 3 clusters Score -4330626 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -4331421.000000 Penalty: 5055.903809
	Iteration 20F: 3 clusters Score -4331421 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -4332179.000000 Penalty: 5055.903809
	Iteration 21Q: 3 clusters Score -4332179 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -4332735.500000 Penalty: 5055.903809
	Iteration 22Q: 3 clusters Score -4332736 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -4332992.500000 Penalty: 5055.903809
	Iteration 23Q: 3 clusters Score -4332992 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -4333096.500000 Penalty: 5055.903809
	Iteration 24Q: 3 clusters Score -4333096 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -4333158.500000 Penalty: 5055.903809
	Iteration 25Q: 3 clusters Score -4333158 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -4333196.000000 Penalty: 5055.903809
	Iteration 26Q: 3 clusters Score -4333196 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -4333222.500000 Penalty: 5055.903809
	Iteration 27Q: 3 clusters Score -4333222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -4333226.500000 Penalty: 5055.903809
	Iteration 28Q: 3 clusters Score -4333226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -4333230.500000 Penalty: 5055.903809
	Iteration 29Q: 3 clusters Score -4333230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -4333233.500000 Penalty: 5055.903809
	Iteration 30Q: 3 clusters Score -4333234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -4333239.500000 Penalty: 5055.903809
	Iteration 31Q: 3 clusters Score -4333240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -4333229.000000 Penalty: 5055.903809
	Iteration 32Q: 3 clusters Score -4333229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -4333227.000000 Penalty: 5055.903809
	Iteration 33Q: 3 clusters Score -4333227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -4333225.000000 Penalty: 5055.903809
	Iteration 34Q: 3 clusters Score -4333225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -4333232.000000 Penalty: 5055.903809
	Iteration 35Q: 3 clusters Score -4333232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -4333233.500000 Penalty: 5055.903809
	Iteration 36Q: 3 clusters Score -4333234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -4333236.500000 Penalty: 5055.903809
	Iteration 37Q: 3 clusters Score -4333236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -4333236.000000 Penalty: 5055.903809
	Iteration 38Q: 3 clusters Score -4333236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -4333239.500000 Penalty: 5055.903809
	Iteration 39Q: 3 clusters Score -4333240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -4333237.500000 Penalty: 5055.903809
	Iteration 40F: 3 clusters Score -4333238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -4333236.000000 Penalty: 5055.903809
	Iteration 41Q: 3 clusters Score -4333236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -4333237.500000 Penalty: 5055.903809
	Iteration 42Q: 3 clusters Score -4333238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -4333245.000000 Penalty: 5055.903809
	Iteration 43Q: 3 clusters Score -4333245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -4333246.500000 Penalty: 5055.903809
	Iteration 44Q: 3 clusters Score -4333246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -4333245.500000 Penalty: 5055.903809
	Iteration 45Q: 3 clusters Score -4333246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -4333245.500000 Penalty: 5055.903809
	Iteration 46F: 3 clusters Score -4333246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Entering Unmasked Estep 
Score: -2273291.750000 Penalty: 2373.646729
	Iteration 0F: 2 clusters Score -2273292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2262888.750000 Penalty: 4747.293457
	Iteration 0F: 3 clusters Score -2262889 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2266104.500000 Penalty: 4747.293457
	Iteration 1F: 3 clusters Score -2266104 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2266460.750000 Penalty: 4747.293457
	Iteration 2F: 3 clusters Score -2266461 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2266742.750000 Penalty: 4747.293457
	Iteration 3Q: 3 clusters Score -2266743 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2267033.250000 Penalty: 4747.293457
	Iteration 4Q: 3 clusters Score -2267033 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2267334.250000 Penalty: 4747.293457
	Iteration 5Q: 3 clusters Score -2267334 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2267667.500000 Penalty: 4747.293457
	Iteration 6Q: 3 clusters Score -2267668 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2268099.500000 Penalty: 4747.293457
	Iteration 7F: 3 clusters Score -2268100 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2268589.250000 Penalty: 4747.293457
	Iteration 8F: 3 clusters Score -2268589 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2269091.250000 Penalty: 4747.293457
	Iteration 9F: 3 clusters Score -2269091 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2269571.500000 Penalty: 4747.293457
	Iteration 10Q: 3 clusters Score -2269572 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2269992.750000 Penalty: 4747.293457
	Iteration 11Q: 3 clusters Score -2269993 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2270325.500000 Penalty: 4747.293457
	Iteration 12Q: 3 clusters Score -2270326 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2270561.250000 Penalty: 4747.293457
	Iteration 13Q: 3 clusters Score -2270561 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2270736.250000 Penalty: 4747.293457
	Iteration 14Q: 3 clusters Score -2270736 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2270879.750000 Penalty: 4747.293457
	Iteration 15Q: 3 clusters Score -2270880 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2270966.750000 Penalty: 4747.293457
	Iteration 16Q: 3 clusters Score -2270967 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2271019.500000 Penalty: 4747.293457
	Iteration 17Q: 3 clusters Score -2271020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2271065.500000 Penalty: 4747.293457
	Iteration 18Q: 3 clusters Score -2271066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2271088.250000 Penalty: 4747.293457
	Iteration 19Q: 3 clusters Score -2271088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2271104.250000 Penalty: 4747.293457
	Iteration 20F: 3 clusters Score -2271104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2271117.250000 Penalty: 4747.293457
	Iteration 21Q: 3 clusters Score -2271117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2271151.500000 Penalty: 4747.293457
	Iteration 22Q: 3 clusters Score -2271152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2271170.500000 Penalty: 4747.293457
	Iteration 23Q: 3 clusters Score -2271170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2271193.750000 Penalty: 4747.293457
	Iteration 24Q: 3 clusters Score -2271194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2271216.500000 Penalty: 4747.293457
	Iteration 25Q: 3 clusters Score -2271216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2271227.750000 Penalty: 4747.293457
	Iteration 26Q: 3 clusters Score -2271228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2271241.750000 Penalty: 4747.293457
	Iteration 27Q: 3 clusters Score -2271242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2271249.500000 Penalty: 4747.293457
	Iteration 28Q: 3 clusters Score -2271250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2271258.750000 Penalty: 4747.293457
	Iteration 29Q: 3 clusters Score -2271259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2271261.500000 Penalty: 4747.293457
	Iteration 30Q: 3 clusters Score -2271262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2271267.000000 Penalty: 4747.293457
	Iteration 31Q: 3 clusters Score -2271267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2271271.750000 Penalty: 4747.293457
	Iteration 32Q: 3 clusters Score -2271272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2271275.000000 Penalty: 4747.293457
	Iteration 33Q: 3 clusters Score -2271275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2271274.000000 Penalty: 4747.293457
	Iteration 34Q: 3 clusters Score -2271274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2271279.250000 Penalty: 4747.293457
	Iteration 35Q: 3 clusters Score -2271279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2271277.750000 Penalty: 4747.293457
	Iteration 36Q: 3 clusters Score -2271278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2271277.750000 Penalty: 4747.293457
	Iteration 37F: 3 clusters Score -2271278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (64757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Entering Unmasked Estep 
Score: -10296775.000000 Penalty: 2747.442383
	Iteration 0F: 2 clusters Score -1.029678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -10253353.000000 Penalty: 5494.884766
	Iteration 0F: 3 clusters Score -1.025335e+07 nChanged 30126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -10270247.000000 Penalty: 5494.884766
	Iteration 1F: 3 clusters Score -1.027025e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -10270721.000000 Penalty: 5494.884766
	Iteration 2Q: 3 clusters Score -1.027072e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -10271162.000000 Penalty: 5494.884766
	Iteration 3Q: 3 clusters Score -1.027116e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -10271545.000000 Penalty: 5494.884766
	Iteration 4Q: 3 clusters Score -1.027154e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -10272016.000000 Penalty: 5494.884766
	Iteration 5Q: 3 clusters Score -1.027202e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -10272371.000000 Penalty: 5494.884766
	Iteration 6Q: 3 clusters Score -1.027237e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -10272794.000000 Penalty: 5494.884766
	Iteration 7Q: 3 clusters Score -1.027279e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -10273376.000000 Penalty: 5494.884766
	Iteration 8Q: 3 clusters Score -1.027338e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -10274043.000000 Penalty: 5494.884766
	Iteration 9Q: 3 clusters Score -1.027404e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -10275013.000000 Penalty: 5494.884766
	Iteration 10Q: 3 clusters Score -1.027501e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -10276292.000000 Penalty: 5494.884766
	Iteration 11Q: 3 clusters Score -1.027629e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -10278224.000000 Penalty: 5494.884766
	Iteration 12Q: 3 clusters Score -1.027822e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -10280557.000000 Penalty: 5494.884766
	Iteration 13F: 3 clusters Score -1.028056e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -10282550.000000 Penalty: 5494.884766
	Iteration 14F: 3 clusters Score -1.028255e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -10283419.000000 Penalty: 5494.884766
	Iteration 15Q: 3 clusters Score -1.028342e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -10283745.000000 Penalty: 5494.884766
	Iteration 16Q: 3 clusters Score -1.028374e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -10283852.000000 Penalty: 5494.884766
	Iteration 17Q: 3 clusters Score -1.028385e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -10283922.000000 Penalty: 5494.884766
	Iteration 18Q: 3 clusters Score -1.028392e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -10283991.000000 Penalty: 5494.884766
	Iteration 19Q: 3 clusters Score -1.028399e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -10284028.000000 Penalty: 5494.884766
	Iteration 20F: 3 clusters Score -1.028403e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -10284065.000000 Penalty: 5494.884766
	Iteration 21Q: 3 clusters Score -1.028406e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -10284130.000000 Penalty: 5494.884766
	Iteration 22Q: 3 clusters Score -1.028413e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -10284164.000000 Penalty: 5494.884766
	Iteration 23Q: 3 clusters Score -1.028416e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -10284188.000000 Penalty: 5494.884766
	Iteration 24Q: 3 clusters Score -1.028419e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -10284224.000000 Penalty: 5494.884766
	Iteration 25Q: 3 clusters Score -1.028422e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -10284235.000000 Penalty: 5494.884766
	Iteration 26Q: 3 clusters Score -1.028424e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -10284257.000000 Penalty: 5494.884766
	Iteration 27Q: 3 clusters Score -1.028426e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -10284316.000000 Penalty: 5494.884766
	Iteration 28Q: 3 clusters Score -1.028432e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -10284386.000000 Penalty: 5494.884766
	Iteration 29Q: 3 clusters Score -1.028439e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -10284457.000000 Penalty: 5494.884766
	Iteration 30Q: 3 clusters Score -1.028446e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -10284496.000000 Penalty: 5494.884766
	Iteration 31Q: 3 clusters Score -1.02845e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -10284507.000000 Penalty: 5494.884766
	Iteration 32Q: 3 clusters Score -1.028451e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -10284551.000000 Penalty: 5494.884766
	Iteration 33Q: 3 clusters Score -1.028455e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -10284585.000000 Penalty: 5494.884766
	Iteration 34Q: 3 clusters Score -1.028458e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -10284603.000000 Penalty: 5494.884766
	Iteration 35Q: 3 clusters Score -1.02846e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -10284663.000000 Penalty: 5494.884766
	Iteration 36Q: 3 clusters Score -1.028466e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -10284673.000000 Penalty: 5494.884766
	Iteration 37Q: 3 clusters Score -1.028467e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -10284702.000000 Penalty: 5494.884766
	Iteration 38Q: 3 clusters Score -1.02847e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -10284755.000000 Penalty: 5494.884766
	Iteration 39Q: 3 clusters Score -1.028476e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -10284814.000000 Penalty: 5494.884766
	Iteration 40F: 3 clusters Score -1.028481e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -10284800.000000 Penalty: 5494.884766
	Iteration 41Q: 3 clusters Score -1.02848e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -10284854.000000 Penalty: 5494.884766
	Iteration 42Q: 3 clusters Score -1.028485e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -10284865.000000 Penalty: 5494.884766
	Iteration 43Q: 3 clusters Score -1.028486e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -10284933.000000 Penalty: 5494.884766
	Iteration 44Q: 3 clusters Score -1.028493e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -10285009.000000 Penalty: 5494.884766
	Iteration 45Q: 3 clusters Score -1.028501e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -10285060.000000 Penalty: 5494.884766
	Iteration 46Q: 3 clusters Score -1.028506e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -10285117.000000 Penalty: 5494.884766
	Iteration 47Q: 3 clusters Score -1.028512e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -10285141.000000 Penalty: 5494.884766
	Iteration 48Q: 3 clusters Score -1.028514e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -10285175.000000 Penalty: 5494.884766
	Iteration 49Q: 3 clusters Score -1.028518e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -10285248.000000 Penalty: 5494.884766
	Iteration 50Q: 3 clusters Score -1.028525e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -10285302.000000 Penalty: 5494.884766
	Iteration 51Q: 3 clusters Score -1.02853e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -10285394.000000 Penalty: 5494.884766
	Iteration 52Q: 3 clusters Score -1.028539e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -10285446.000000 Penalty: 5494.884766
	Iteration 53Q: 3 clusters Score -1.028545e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -10285517.000000 Penalty: 5494.884766
	Iteration 54Q: 3 clusters Score -1.028552e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -10285611.000000 Penalty: 5494.884766
	Iteration 55Q: 3 clusters Score -1.028561e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -10285738.000000 Penalty: 5494.884766
	Iteration 56Q: 3 clusters Score -1.028574e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -10285885.000000 Penalty: 5494.884766
	Iteration 57Q: 3 clusters Score -1.028588e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -10286039.000000 Penalty: 5494.884766
	Iteration 58Q: 3 clusters Score -1.028604e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -10286219.000000 Penalty: 5494.884766
	Iteration 59Q: 3 clusters Score -1.028622e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -10286404.000000 Penalty: 5494.884766
	Iteration 60F: 3 clusters Score -1.02864e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -10286636.000000 Penalty: 5494.884766
	Iteration 61Q: 3 clusters Score -1.028664e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -10286878.000000 Penalty: 5494.884766
	Iteration 62Q: 3 clusters Score -1.028688e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -10287195.000000 Penalty: 5494.884766
	Iteration 63Q: 3 clusters Score -1.02872e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -10287525.000000 Penalty: 5494.884766
	Iteration 64Q: 3 clusters Score -1.028752e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -10287880.000000 Penalty: 5494.884766
	Iteration 65Q: 3 clusters Score -1.028788e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -10288298.000000 Penalty: 5494.884766
	Iteration 66Q: 3 clusters Score -1.02883e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -10288757.000000 Penalty: 5494.884766
	Iteration 67Q: 3 clusters Score -1.028876e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -10289201.000000 Penalty: 5494.884766
	Iteration 68Q: 3 clusters Score -1.02892e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -10289630.000000 Penalty: 5494.884766
	Iteration 69Q: 3 clusters Score -1.028963e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57453 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -10290108.000000 Penalty: 5494.884766
	Iteration 70Q: 3 clusters Score -1.029011e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -10290687.000000 Penalty: 5494.884766
	Iteration 71Q: 3 clusters Score -1.029069e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -10291212.000000 Penalty: 5494.884766
	Iteration 72Q: 3 clusters Score -1.029121e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -10291698.000000 Penalty: 5494.884766
	Iteration 73Q: 3 clusters Score -1.02917e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -10292156.000000 Penalty: 5494.884766
	Iteration 74Q: 3 clusters Score -1.029216e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -10292592.000000 Penalty: 5494.884766
	Iteration 75Q: 3 clusters Score -1.029259e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62383 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -10292986.000000 Penalty: 5494.884766
	Iteration 76Q: 3 clusters Score -1.029299e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62852 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -10293219.000000 Penalty: 5494.884766
	Iteration 77Q: 3 clusters Score -1.029322e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63230 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -10293486.000000 Penalty: 5494.884766
	Iteration 78Q: 3 clusters Score -1.029349e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10293706.000000 Penalty: 5494.884766
	Iteration 79Q: 3 clusters Score -1.029371e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10293820.000000 Penalty: 5494.884766
	Iteration 80F: 3 clusters Score -1.029382e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10293950.000000 Penalty: 5494.884766
	Iteration 81Q: 3 clusters Score -1.029395e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10294033.000000 Penalty: 5494.884766
	Iteration 82Q: 3 clusters Score -1.029403e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64060 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10294100.000000 Penalty: 5494.884766
	Iteration 83Q: 3 clusters Score -1.02941e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64126 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10294132.000000 Penalty: 5494.884766
	Iteration 84Q: 3 clusters Score -1.029413e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64180 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10294183.000000 Penalty: 5494.884766
	Iteration 85Q: 3 clusters Score -1.029418e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64220 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10294221.000000 Penalty: 5494.884766
	Iteration 86Q: 3 clusters Score -1.029422e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10294248.000000 Penalty: 5494.884766
	Iteration 87Q: 3 clusters Score -1.029425e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10294272.000000 Penalty: 5494.884766
	Iteration 88Q: 3 clusters Score -1.029427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -10294281.000000 Penalty: 5494.884766
	Iteration 89Q: 3 clusters Score -1.029428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10294304.000000 Penalty: 5494.884766
	Iteration 90Q: 3 clusters Score -1.02943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10294297.000000 Penalty: 5494.884766
	Iteration 91Q: 3 clusters Score -1.02943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10294314.000000 Penalty: 5494.884766
	Iteration 92Q: 3 clusters Score -1.029431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -10294316.000000 Penalty: 5494.884766
	Iteration 93Q: 3 clusters Score -1.029432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64327 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -10294323.000000 Penalty: 5494.884766
	Iteration 94Q: 3 clusters Score -1.029432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10294334.000000 Penalty: 5494.884766
	Iteration 95Q: 3 clusters Score -1.029433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64339 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -10294332.000000 Penalty: 5494.884766
	Iteration 96Q: 3 clusters Score -1.029433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10294339.000000 Penalty: 5494.884766
	Iteration 97Q: 3 clusters Score -1.029434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10294351.000000 Penalty: 5494.884766
	Iteration 98Q: 3 clusters Score -1.029435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10294350.000000 Penalty: 5494.884766
	Iteration 99Q: 3 clusters Score -1.029435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10294349.000000 Penalty: 5494.884766
	Iteration 100F: 3 clusters Score -1.029435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Entering Unmasked Estep 
Score: -513078.437500 Penalty: 2014.274414
	Iteration 0F: 2 clusters Score -513078.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -509602.812500 Penalty: 4028.548828
	Iteration 0F: 3 clusters Score -509602.8 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -510416.968750 Penalty: 4028.548828
	Iteration 1F: 3 clusters Score -510417 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -510748.687500 Penalty: 4028.548828
	Iteration 2F: 3 clusters Score -510748.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -511005.593750 Penalty: 4028.548828
	Iteration 3F: 3 clusters Score -511005.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -511235.187500 Penalty: 4028.548828
	Iteration 4F: 3 clusters Score -511235.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -511499.218750 Penalty: 4028.548828
	Iteration 5F: 3 clusters Score -511499.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -511804.312500 Penalty: 4028.548828
	Iteration 6Q: 3 clusters Score -511804.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -512065.750000 Penalty: 4028.548828
	Iteration 7Q: 3 clusters Score -512065.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -512171.875000 Penalty: 4028.548828
	Iteration 8Q: 3 clusters Score -512171.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -512217.906250 Penalty: 4028.548828
	Iteration 9Q: 3 clusters Score -512217.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -512242.687500 Penalty: 4028.548828
	Iteration 10Q: 3 clusters Score -512242.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -512262.750000 Penalty: 4028.548828
	Iteration 11Q: 3 clusters Score -512262.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -512277.000000 Penalty: 4028.548828
	Iteration 12Q: 3 clusters Score -512277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -512285.968750 Penalty: 4028.548828
	Iteration 13Q: 3 clusters Score -512286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -512290.375000 Penalty: 4028.548828
	Iteration 14Q: 3 clusters Score -512290.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -512293.468750 Penalty: 4028.548828
	Iteration 15Q: 3 clusters Score -512293.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -512298.562500 Penalty: 4028.548828
	Iteration 16Q: 3 clusters Score -512298.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -512308.562500 Penalty: 4028.548828
	Iteration 17Q: 3 clusters Score -512308.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -512313.406250 Penalty: 4028.548828
	Iteration 18Q: 3 clusters Score -512313.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -512320.625000 Penalty: 4028.548828
	Iteration 19Q: 3 clusters Score -512320.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -512324.843750 Penalty: 4028.548828
	Iteration 20F: 3 clusters Score -512324.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -512329.812500 Penalty: 4028.548828
	Iteration 21Q: 3 clusters Score -512329.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -512332.781250 Penalty: 4028.548828
	Iteration 22Q: 3 clusters Score -512332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -512336.281250 Penalty: 4028.548828
	Iteration 23Q: 3 clusters Score -512336.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -512342.156250 Penalty: 4028.548828
	Iteration 24Q: 3 clusters Score -512342.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -512345.281250 Penalty: 4028.548828
	Iteration 25Q: 3 clusters Score -512345.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -512349.687500 Penalty: 4028.548828
	Iteration 26Q: 3 clusters Score -512349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -512350.156250 Penalty: 4028.548828
	Iteration 27Q: 3 clusters Score -512350.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -512352.812500 Penalty: 4028.548828
	Iteration 28Q: 3 clusters Score -512352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -512353.343750 Penalty: 4028.548828
	Iteration 29Q: 3 clusters Score -512353.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -512355.656250 Penalty: 4028.548828
	Iteration 30Q: 3 clusters Score -512355.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -512358.250000 Penalty: 4028.548828
	Iteration 31Q: 3 clusters Score -512358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -512359.750000 Penalty: 4028.548828
	Iteration 32Q: 3 clusters Score -512359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -512360.156250 Penalty: 4028.548828
	Iteration 33Q: 3 clusters Score -512360.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -512361.687500 Penalty: 4028.548828
	Iteration 34Q: 3 clusters Score -512361.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -512362.000000 Penalty: 4028.548828
	Iteration 35Q: 3 clusters Score -512362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -512364.875000 Penalty: 4028.548828
	Iteration 36Q: 3 clusters Score -512364.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -512365.625000 Penalty: 4028.548828
	Iteration 37Q: 3 clusters Score -512365.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -512366.812500 Penalty: 4028.548828
	Iteration 38Q: 3 clusters Score -512366.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -512366.812500 Penalty: 4028.548828
	Iteration 39F: 3 clusters Score -512366.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Entering Unmasked Estep 
Score: -601695.750000 Penalty: 2060.372314
	Iteration 0F: 2 clusters Score -601695.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -597792.187500 Penalty: 4120.744629
	Iteration 0F: 3 clusters Score -597792.2 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -598698.750000 Penalty: 4120.744629
	Iteration 1F: 3 clusters Score -598698.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -598974.875000 Penalty: 4120.744629
	Iteration 2F: 3 clusters Score -598974.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -599174.062500 Penalty: 4120.744629
	Iteration 3F: 3 clusters Score -599174.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -599313.812500 Penalty: 4120.744629
	Iteration 4Q: 3 clusters Score -599313.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -599406.937500 Penalty: 4120.744629
	Iteration 5Q: 3 clusters Score -599406.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -599518.312500 Penalty: 4120.744629
	Iteration 6Q: 3 clusters Score -599518.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -599639.750000 Penalty: 4120.744629
	Iteration 7Q: 3 clusters Score -599639.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -599726.250000 Penalty: 4120.744629
	Iteration 8Q: 3 clusters Score -599726.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -599816.625000 Penalty: 4120.744629
	Iteration 9Q: 3 clusters Score -599816.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -599930.187500 Penalty: 4120.744629
	Iteration 10Q: 3 clusters Score -599930.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -600060.312500 Penalty: 4120.744629
	Iteration 11Q: 3 clusters Score -600060.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -600197.500000 Penalty: 4120.744629
	Iteration 12Q: 3 clusters Score -600197.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -600287.562500 Penalty: 4120.744629
	Iteration 13Q: 3 clusters Score -600287.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -600342.812500 Penalty: 4120.744629
	Iteration 14Q: 3 clusters Score -600342.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -600396.937500 Penalty: 4120.744629
	Iteration 15Q: 3 clusters Score -600396.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -600447.812500 Penalty: 4120.744629
	Iteration 16Q: 3 clusters Score -600447.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -600492.062500 Penalty: 4120.744629
	Iteration 17Q: 3 clusters Score -600492.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -600534.687500 Penalty: 4120.744629
	Iteration 18Q: 3 clusters Score -600534.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -600562.750000 Penalty: 4120.744629
	Iteration 19Q: 3 clusters Score -600562.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -600598.062500 Penalty: 4120.744629
	Iteration 20F: 3 clusters Score -600598.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -600639.250000 Penalty: 4120.744629
	Iteration 21Q: 3 clusters Score -600639.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -600680.812500 Penalty: 4120.744629
	Iteration 22Q: 3 clusters Score -600680.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -600726.187500 Penalty: 4120.744629
	Iteration 23Q: 3 clusters Score -600726.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -600764.062500 Penalty: 4120.744629
	Iteration 24Q: 3 clusters Score -600764.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -600786.375000 Penalty: 4120.744629
	Iteration 25Q: 3 clusters Score -600786.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -600801.375000 Penalty: 4120.744629
	Iteration 26Q: 3 clusters Score -600801.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -600816.125000 Penalty: 4120.744629
	Iteration 27Q: 3 clusters Score -600816.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -600827.500000 Penalty: 4120.744629
	Iteration 28Q: 3 clusters Score -600827.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -600841.375000 Penalty: 4120.744629
	Iteration 29Q: 3 clusters Score -600841.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -600854.437500 Penalty: 4120.744629
	Iteration 30Q: 3 clusters Score -600854.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -600868.375000 Penalty: 4120.744629
	Iteration 31Q: 3 clusters Score -600868.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -600885.687500 Penalty: 4120.744629
	Iteration 32Q: 3 clusters Score -600885.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -600902.000000 Penalty: 4120.744629
	Iteration 33Q: 3 clusters Score -600902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -600919.812500 Penalty: 4120.744629
	Iteration 34Q: 3 clusters Score -600919.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -600936.625000 Penalty: 4120.744629
	Iteration 35Q: 3 clusters Score -600936.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -600952.250000 Penalty: 4120.744629
	Iteration 36Q: 3 clusters Score -600952.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -600964.750000 Penalty: 4120.744629
	Iteration 37Q: 3 clusters Score -600964.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -600985.812500 Penalty: 4120.744629
	Iteration 38Q: 3 clusters Score -600985.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -601007.812500 Penalty: 4120.744629
	Iteration 39Q: 3 clusters Score -601007.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -601036.187500 Penalty: 4120.744629
	Iteration 40F: 3 clusters Score -601036.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -601059.625000 Penalty: 4120.744629
	Iteration 41Q: 3 clusters Score -601059.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -601079.312500 Penalty: 4120.744629
	Iteration 42Q: 3 clusters Score -601079.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -601097.625000 Penalty: 4120.744629
	Iteration 43Q: 3 clusters Score -601097.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -601118.625000 Penalty: 4120.744629
	Iteration 44Q: 3 clusters Score -601118.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -601141.250000 Penalty: 4120.744629
	Iteration 45Q: 3 clusters Score -601141.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -601162.687500 Penalty: 4120.744629
	Iteration 46Q: 3 clusters Score -601162.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -601177.000000 Penalty: 4120.744629
	Iteration 47Q: 3 clusters Score -601177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -601186.625000 Penalty: 4120.744629
	Iteration 48Q: 3 clusters Score -601186.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -601189.437500 Penalty: 4120.744629
	Iteration 49Q: 3 clusters Score -601189.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -601190.812500 Penalty: 4120.744629
	Iteration 50Q: 3 clusters Score -601190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -601192.062500 Penalty: 4120.744629
	Iteration 51Q: 3 clusters Score -601192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -601193.062500 Penalty: 4120.744629
	Iteration 52Q: 3 clusters Score -601193.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -601193.687500 Penalty: 4120.744629
	Iteration 53Q: 3 clusters Score -601193.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -601197.062500 Penalty: 4120.744629
	Iteration 54Q: 3 clusters Score -601197.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -601202.375000 Penalty: 4120.744629
	Iteration 55Q: 3 clusters Score -601202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -601206.250000 Penalty: 4120.744629
	Iteration 56Q: 3 clusters Score -601206.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -601209.000000 Penalty: 4120.744629
	Iteration 57Q: 3 clusters Score -601209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -601210.875000 Penalty: 4120.744629
	Iteration 58Q: 3 clusters Score -601210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -601211.437500 Penalty: 4120.744629
	Iteration 59Q: 3 clusters Score -601211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -601214.437500 Penalty: 4120.744629
	Iteration 60F: 3 clusters Score -601214.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -601213.937500 Penalty: 4120.744629
	Iteration 61Q: 3 clusters Score -601213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -601214.125000 Penalty: 4120.744629
	Iteration 62Q: 3 clusters Score -601214.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -601216.062500 Penalty: 4120.744629
	Iteration 63Q: 3 clusters Score -601216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -601215.812500 Penalty: 4120.744629
	Iteration 64Q: 3 clusters Score -601215.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -601217.437500 Penalty: 4120.744629
	Iteration 65Q: 3 clusters Score -601217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -601218.187500 Penalty: 4120.744629
	Iteration 66Q: 3 clusters Score -601218.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -601219.312500 Penalty: 4120.744629
	Iteration 67Q: 3 clusters Score -601219.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -601220.062500 Penalty: 4120.744629
	Iteration 68Q: 3 clusters Score -601220.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -601220.062500 Penalty: 4120.744629
	Iteration 69Q: 3 clusters Score -601220.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -601220.062500 Penalty: 4120.744629
	Iteration 70F: 3 clusters Score -601220.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Entering Unmasked Estep 
Score: -736191.750000 Penalty: 2104.710205
	Iteration 0F: 2 clusters Score -736191.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -731839.000000 Penalty: 4209.420410
	Iteration 0F: 3 clusters Score -731839 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -733015.562500 Penalty: 4209.420410
	Iteration 1F: 3 clusters Score -733015.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -733328.937500 Penalty: 4209.420410
	Iteration 2F: 3 clusters Score -733328.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -733529.687500 Penalty: 4209.420410
	Iteration 3F: 3 clusters Score -733529.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -733686.937500 Penalty: 4209.420410
	Iteration 4Q: 3 clusters Score -733686.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -733801.562500 Penalty: 4209.420410
	Iteration 5Q: 3 clusters Score -733801.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -733881.812500 Penalty: 4209.420410
	Iteration 6Q: 3 clusters Score -733881.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -733940.875000 Penalty: 4209.420410
	Iteration 7Q: 3 clusters Score -733940.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -733988.375000 Penalty: 4209.420410
	Iteration 8Q: 3 clusters Score -733988.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -734027.937500 Penalty: 4209.420410
	Iteration 9Q: 3 clusters Score -734027.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -734065.187500 Penalty: 4209.420410
	Iteration 10Q: 3 clusters Score -734065.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -734099.750000 Penalty: 4209.420410
	Iteration 11Q: 3 clusters Score -734099.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -734121.125000 Penalty: 4209.420410
	Iteration 12Q: 3 clusters Score -734121.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -734138.937500 Penalty: 4209.420410
	Iteration 13Q: 3 clusters Score -734138.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -734158.062500 Penalty: 4209.420410
	Iteration 14Q: 3 clusters Score -734158.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -734172.062500 Penalty: 4209.420410
	Iteration 15Q: 3 clusters Score -734172.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -734184.125000 Penalty: 4209.420410
	Iteration 16Q: 3 clusters Score -734184.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -734198.812500 Penalty: 4209.420410
	Iteration 17Q: 3 clusters Score -734198.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -734215.625000 Penalty: 4209.420410
	Iteration 18Q: 3 clusters Score -734215.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -734225.875000 Penalty: 4209.420410
	Iteration 19Q: 3 clusters Score -734225.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -734235.562500 Penalty: 4209.420410
	Iteration 20F: 3 clusters Score -734235.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -734247.187500 Penalty: 4209.420410
	Iteration 21Q: 3 clusters Score -734247.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -734254.937500 Penalty: 4209.420410
	Iteration 22Q: 3 clusters Score -734254.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -734260.000000 Penalty: 4209.420410
	Iteration 23Q: 3 clusters Score -734260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -734268.375000 Penalty: 4209.420410
	Iteration 24Q: 3 clusters Score -734268.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -734278.437500 Penalty: 4209.420410
	Iteration 25Q: 3 clusters Score -734278.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -734285.875000 Penalty: 4209.420410
	Iteration 26Q: 3 clusters Score -734285.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -734293.687500 Penalty: 4209.420410
	Iteration 27Q: 3 clusters Score -734293.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -734298.750000 Penalty: 4209.420410
	Iteration 28Q: 3 clusters Score -734298.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -734304.875000 Penalty: 4209.420410
	Iteration 29Q: 3 clusters Score -734304.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -734307.375000 Penalty: 4209.420410
	Iteration 30Q: 3 clusters Score -734307.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -734309.562500 Penalty: 4209.420410
	Iteration 31Q: 3 clusters Score -734309.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -734311.625000 Penalty: 4209.420410
	Iteration 32Q: 3 clusters Score -734311.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -734314.062500 Penalty: 4209.420410
	Iteration 33Q: 3 clusters Score -734314.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -734316.562500 Penalty: 4209.420410
	Iteration 34Q: 3 clusters Score -734316.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -734318.500000 Penalty: 4209.420410
	Iteration 35Q: 3 clusters Score -734318.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -734319.187500 Penalty: 4209.420410
	Iteration 36Q: 3 clusters Score -734319.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -734322.812500 Penalty: 4209.420410
	Iteration 37Q: 3 clusters Score -734322.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -734323.250000 Penalty: 4209.420410
	Iteration 38Q: 3 clusters Score -734323.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -734324.687500 Penalty: 4209.420410
	Iteration 39Q: 3 clusters Score -734324.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -734324.750000 Penalty: 4209.420410
	Iteration 40F: 3 clusters Score -734324.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -734323.750000 Penalty: 4209.420410
	Iteration 41Q: 3 clusters Score -734323.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -734323.750000 Penalty: 4209.420410
	Iteration 42F: 3 clusters Score -734323.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Entering Unmasked Estep 
Score: -2017547.375000 Penalty: 2345.946777
	Iteration 0F: 2 clusters Score -2017547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2008195.875000 Penalty: 4691.893555
	Iteration 0F: 3 clusters Score -2008196 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2011476.750000 Penalty: 4691.893555
	Iteration 1F: 3 clusters Score -2011477 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2012482.125000 Penalty: 4691.893555
	Iteration 2F: 3 clusters Score -2012482 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2013404.500000 Penalty: 4691.893555
	Iteration 3F: 3 clusters Score -2013404 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2014248.250000 Penalty: 4691.893555
	Iteration 4F: 3 clusters Score -2014248 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2014951.000000 Penalty: 4691.893555
	Iteration 5F: 3 clusters Score -2014951 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2015502.125000 Penalty: 4691.893555
	Iteration 6F: 3 clusters Score -2015502 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2016007.625000 Penalty: 4691.893555
	Iteration 7Q: 3 clusters Score -2016008 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2016435.375000 Penalty: 4691.893555
	Iteration 8Q: 3 clusters Score -2016435 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2016760.500000 Penalty: 4691.893555
	Iteration 9Q: 3 clusters Score -2016760 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2016964.375000 Penalty: 4691.893555
	Iteration 10Q: 3 clusters Score -2016964 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2017073.250000 Penalty: 4691.893555
	Iteration 11Q: 3 clusters Score -2017073 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2017125.125000 Penalty: 4691.893555
	Iteration 12Q: 3 clusters Score -2017125 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2017158.125000 Penalty: 4691.893555
	Iteration 13Q: 3 clusters Score -2017158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2017173.125000 Penalty: 4691.893555
	Iteration 14Q: 3 clusters Score -2017173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2017181.750000 Penalty: 4691.893555
	Iteration 15Q: 3 clusters Score -2017182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2017189.250000 Penalty: 4691.893555
	Iteration 16Q: 3 clusters Score -2017189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2017188.250000 Penalty: 4691.893555
	Iteration 17Q: 3 clusters Score -2017188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2017190.375000 Penalty: 4691.893555
	Iteration 18Q: 3 clusters Score -2017190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2017192.750000 Penalty: 4691.893555
	Iteration 19Q: 3 clusters Score -2017193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2017195.375000 Penalty: 4691.893555
	Iteration 20F: 3 clusters Score -2017195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2017196.625000 Penalty: 4691.893555
	Iteration 21Q: 3 clusters Score -2017197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2017199.250000 Penalty: 4691.893555
	Iteration 22Q: 3 clusters Score -2017199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2017196.875000 Penalty: 4691.893555
	Iteration 23Q: 3 clusters Score -2017197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2017201.250000 Penalty: 4691.893555
	Iteration 24Q: 3 clusters Score -2017201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2017200.625000 Penalty: 4691.893555
	Iteration 25Q: 3 clusters Score -2017201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2017200.625000 Penalty: 4691.893555
	Iteration 26Q: 3 clusters Score -2017201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2017200.125000 Penalty: 4691.893555
	Iteration 27Q: 3 clusters Score -2017200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2017202.125000 Penalty: 4691.893555
	Iteration 28Q: 3 clusters Score -2017202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2017202.125000 Penalty: 4691.893555
	Iteration 29F: 3 clusters Score -2017202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Entering Unmasked Estep 
Score: -4219364.000000 Penalty: 2529.985352
	Iteration 0F: 2 clusters Score -4219364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -4200584.500000 Penalty: 5059.970703
	Iteration 0F: 3 clusters Score -4200584 nChanged 12140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -4207342.000000 Penalty: 5059.970703
	Iteration 1F: 3 clusters Score -4207342 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -4207828.500000 Penalty: 5059.970703
	Iteration 2Q: 3 clusters Score -4207828 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -4208334.000000 Penalty: 5059.970703
	Iteration 3Q: 3 clusters Score -4208334 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -4208822.000000 Penalty: 5059.970703
	Iteration 4Q: 3 clusters Score -4208822 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -4209325.500000 Penalty: 5059.970703
	Iteration 5Q: 3 clusters Score -4209326 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -4209845.000000 Penalty: 5059.970703
	Iteration 6Q: 3 clusters Score -4209845 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -4210375.000000 Penalty: 5059.970703
	Iteration 7Q: 3 clusters Score -4210375 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4210900.000000 Penalty: 5059.970703
	Iteration 8Q: 3 clusters Score -4210900 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -4211461.500000 Penalty: 5059.970703
	Iteration 9Q: 3 clusters Score -4211462 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -4212112.000000 Penalty: 5059.970703
	Iteration 10Q: 3 clusters Score -4212112 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -4212956.500000 Penalty: 5059.970703
	Iteration 11Q: 3 clusters Score -4212956 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4214001.500000 Penalty: 5059.970703
	Iteration 12Q: 3 clusters Score -4214002 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -4215113.500000 Penalty: 5059.970703
	Iteration 13Q: 3 clusters Score -4215114 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -4216065.500000 Penalty: 5059.970703
	Iteration 14Q: 3 clusters Score -4216066 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -4216733.000000 Penalty: 5059.970703
	Iteration 15Q: 3 clusters Score -4216733 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4217213.500000 Penalty: 5059.970703
	Iteration 16Q: 3 clusters Score -4217214 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -4217575.500000 Penalty: 5059.970703
	Iteration 17Q: 3 clusters Score -4217576 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -4217828.500000 Penalty: 5059.970703
	Iteration 18Q: 3 clusters Score -4217828 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -4218009.500000 Penalty: 5059.970703
	Iteration 19Q: 3 clusters Score -4218010 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -4218154.000000 Penalty: 5059.970703
	Iteration 20F: 3 clusters Score -4218154 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -4218226.500000 Penalty: 5059.970703
	Iteration 21Q: 3 clusters Score -4218226 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -4218291.500000 Penalty: 5059.970703
	Iteration 22Q: 3 clusters Score -4218292 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -4218328.000000 Penalty: 5059.970703
	Iteration 23Q: 3 clusters Score -4218328 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -4218346.500000 Penalty: 5059.970703
	Iteration 24Q: 3 clusters Score -4218346 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -4218373.000000 Penalty: 5059.970703
	Iteration 25Q: 3 clusters Score -4218373 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -4218398.000000 Penalty: 5059.970703
	Iteration 26Q: 3 clusters Score -4218398 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -4218410.500000 Penalty: 5059.970703
	Iteration 27Q: 3 clusters Score -4218410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -4218410.500000 Penalty: 5059.970703
	Iteration 28Q: 3 clusters Score -4218410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -4218400.500000 Penalty: 5059.970703
	Iteration 29Q: 3 clusters Score -4218400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -4218402.000000 Penalty: 5059.970703
	Iteration 30Q: 3 clusters Score -4218402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -4218404.000000 Penalty: 5059.970703
	Iteration 31Q: 3 clusters Score -4218404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -4218409.500000 Penalty: 5059.970703
	Iteration 32Q: 3 clusters Score -4218410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -4218403.000000 Penalty: 5059.970703
	Iteration 33Q: 3 clusters Score -4218403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -4218403.500000 Penalty: 5059.970703
	Iteration 34Q: 3 clusters Score -4218404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -4218405.500000 Penalty: 5059.970703
	Iteration 35Q: 3 clusters Score -4218406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -4218410.500000 Penalty: 5059.970703
	Iteration 36Q: 3 clusters Score -4218410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -4218414.500000 Penalty: 5059.970703
	Iteration 37Q: 3 clusters Score -4218414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -4218416.000000 Penalty: 5059.970703
	Iteration 38Q: 3 clusters Score -4218416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -4218414.500000 Penalty: 5059.970703
	Iteration 39Q: 3 clusters Score -4218414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -4218418.000000 Penalty: 5059.970703
	Iteration 40F: 3 clusters Score -4218418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -4218417.500000 Penalty: 5059.970703
	Iteration 41Q: 3 clusters Score -4218418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -4218418.500000 Penalty: 5059.970703
	Iteration 42Q: 3 clusters Score -4218418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -4218421.500000 Penalty: 5059.970703
	Iteration 43Q: 3 clusters Score -4218422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -4218421.500000 Penalty: 5059.970703
	Iteration 44Q: 3 clusters Score -4218422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -4218419.500000 Penalty: 5059.970703
	Iteration 45Q: 3 clusters Score -4218420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -4218421.500000 Penalty: 5059.970703
	Iteration 46Q: 3 clusters Score -4218422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -4218426.000000 Penalty: 5059.970703
	Iteration 47Q: 3 clusters Score -4218426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -4218424.000000 Penalty: 5059.970703
	Iteration 48Q: 3 clusters Score -4218424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -4218425.000000 Penalty: 5059.970703
	Iteration 49Q: 3 clusters Score -4218425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -4218427.500000 Penalty: 5059.970703
	Iteration 50Q: 3 clusters Score -4218428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -4218421.000000 Penalty: 5059.970703
	Iteration 51Q: 3 clusters Score -4218421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4218424.000000 Penalty: 5059.970703
	Iteration 52Q: 3 clusters Score -4218424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -4218426.500000 Penalty: 5059.970703
	Iteration 53Q: 3 clusters Score -4218426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -4218424.500000 Penalty: 5059.970703
	Iteration 54Q: 3 clusters Score -4218424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -4218428.000000 Penalty: 5059.970703
	Iteration 55Q: 3 clusters Score -4218428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -4218422.500000 Penalty: 5059.970703
	Iteration 56Q: 3 clusters Score -4218422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -4218428.500000 Penalty: 5059.970703
	Iteration 57Q: 3 clusters Score -4218428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -4218431.500000 Penalty: 5059.970703
	Iteration 58Q: 3 clusters Score -4218432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -4218430.500000 Penalty: 5059.970703
	Iteration 59Q: 3 clusters Score -4218430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -4218434.000000 Penalty: 5059.970703
	Iteration 60F: 3 clusters Score -4218434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4218433.500000 Penalty: 5059.970703
	Iteration 61Q: 3 clusters Score -4218434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -4218437.000000 Penalty: 5059.970703
	Iteration 62Q: 3 clusters Score -4218437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -4218437.000000 Penalty: 5059.970703
	Iteration 63F: 3 clusters Score -4218437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -26476.263672 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -26476.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25583.166016 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -25583.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25674.066406 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -25674.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25697.029297 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -25697.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25703.550781 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -25703.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25704.658203 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -25704.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25704.658203 Penalty: 2630.439209
	Iteration 5F: 3 clusters Score -25704.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (122548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122548 members 
Entering Unmasked Estep 
Score: -18535120.000000 Penalty: 2905.632080
	Iteration 0F: 2 clusters Score -1.853512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -18453684.000000 Penalty: 5811.264160
	Iteration 0F: 3 clusters Score -1.845368e+07 nChanged 58242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -18488052.000000 Penalty: 5811.264160
	Iteration 1F: 3 clusters Score -1.848805e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -18489628.000000 Penalty: 5811.264160
	Iteration 2Q: 3 clusters Score -1.848963e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 73053 members 
Entering Unmasked Estep 
Score: -18492070.000000 Penalty: 5811.264160
	Iteration 3Q: 3 clusters Score -1.849207e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -18495462.000000 Penalty: 5811.264160
	Iteration 4F: 3 clusters Score -1.849546e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 86472 members 
Entering Unmasked Estep 
Score: -18501314.000000 Penalty: 5811.264160
	Iteration 5F: 3 clusters Score -1.850131e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 95696 members 
Entering Unmasked Estep 
Score: -18509554.000000 Penalty: 5811.264160
	Iteration 6F: 3 clusters Score -1.850955e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 104969 members 
Entering Unmasked Estep 
Score: -18517888.000000 Penalty: 5811.264160
	Iteration 7F: 3 clusters Score -1.851789e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 112227 members 
Entering Unmasked Estep 
Score: -18524652.000000 Penalty: 5811.264160
	Iteration 8F: 3 clusters Score -1.852465e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 116729 members 
Entering Unmasked Estep 
Score: -18528604.000000 Penalty: 5811.264160
	Iteration 9Q: 3 clusters Score -1.85286e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 119164 members 
Entering Unmasked Estep 
Score: -18530536.000000 Penalty: 5811.264160
	Iteration 10Q: 3 clusters Score -1.853054e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 120411 members 
Entering Unmasked Estep 
Score: -18531526.000000 Penalty: 5811.264160
	Iteration 11Q: 3 clusters Score -1.853153e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 121067 members 
Entering Unmasked Estep 
Score: -18532074.000000 Penalty: 5811.264160
	Iteration 12Q: 3 clusters Score -1.853207e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 121417 members 
Entering Unmasked Estep 
Score: -18532376.000000 Penalty: 5811.264160
	Iteration 13Q: 3 clusters Score -1.853238e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 121612 members 
Entering Unmasked Estep 
Score: -18532500.000000 Penalty: 5811.264160
	Iteration 14Q: 3 clusters Score -1.85325e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 121725 members 
Entering Unmasked Estep 
Score: -18532660.000000 Penalty: 5811.264160
	Iteration 15Q: 3 clusters Score -1.853266e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 121796 members 
Entering Unmasked Estep 
Score: -18532724.000000 Penalty: 5811.264160
	Iteration 16Q: 3 clusters Score -1.853272e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 121828 members 
Entering Unmasked Estep 
Score: -18532778.000000 Penalty: 5811.264160
	Iteration 17Q: 3 clusters Score -1.853278e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 121860 members 
Entering Unmasked Estep 
Score: -18532808.000000 Penalty: 5811.264160
	Iteration 18Q: 3 clusters Score -1.853281e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 121888 members 
Entering Unmasked Estep 
Score: -18532818.000000 Penalty: 5811.264160
	Iteration 19Q: 3 clusters Score -1.853282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 121899 members 
Entering Unmasked Estep 
Score: -18532858.000000 Penalty: 5811.264160
	Iteration 20F: 3 clusters Score -1.853286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 121906 members 
Entering Unmasked Estep 
Score: -18532868.000000 Penalty: 5811.264160
	Iteration 21Q: 3 clusters Score -1.853287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 121912 members 
Entering Unmasked Estep 
Score: -18532856.000000 Penalty: 5811.264160
	Iteration 22Q: 3 clusters Score -1.853286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 121916 members 
Entering Unmasked Estep 
Score: -18532852.000000 Penalty: 5811.264160
	Iteration 23Q: 3 clusters Score -1.853285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 121917 members 
Entering Unmasked Estep 
Score: -18532854.000000 Penalty: 5811.264160
	Iteration 24Q: 3 clusters Score -1.853285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 121921 members 
Entering Unmasked Estep 
Score: -18532838.000000 Penalty: 5811.264160
	Iteration 25Q: 3 clusters Score -1.853284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 121924 members 
Entering Unmasked Estep 
Score: -18532854.000000 Penalty: 5811.264160
	Iteration 26Q: 3 clusters Score -1.853285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 121927 members 
Entering Unmasked Estep 
Score: -18532858.000000 Penalty: 5811.264160
	Iteration 27Q: 3 clusters Score -1.853286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 121930 members 
Entering Unmasked Estep 
Score: -18532852.000000 Penalty: 5811.264160
	Iteration 28Q: 3 clusters Score -1.853285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 121930 members 
Entering Unmasked Estep 
Score: -18532864.000000 Penalty: 5811.264160
	Iteration 29Q: 3 clusters Score -1.853286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 121931 members 
Entering Unmasked Estep 
Score: -18532856.000000 Penalty: 5811.264160
	Iteration 30Q: 3 clusters Score -1.853286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 121931 members 
Entering Unmasked Estep 
Score: -18532856.000000 Penalty: 5811.264160
	Iteration 31F: 3 clusters Score -1.853286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Entering Unmasked Estep 
Score: -2807697.000000 Penalty: 2425.178223
	Iteration 0F: 2 clusters Score -2807697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2795136.250000 Penalty: 4850.356445
	Iteration 0F: 3 clusters Score -2795136 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2799282.750000 Penalty: 4850.356445
	Iteration 1F: 3 clusters Score -2799283 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2799728.000000 Penalty: 4850.356445
	Iteration 2F: 3 clusters Score -2799728 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2800159.000000 Penalty: 4850.356445
	Iteration 3F: 3 clusters Score -2800159 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2800669.500000 Penalty: 4850.356445
	Iteration 4Q: 3 clusters Score -2800670 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2801233.250000 Penalty: 4850.356445
	Iteration 5Q: 3 clusters Score -2801233 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2801843.500000 Penalty: 4850.356445
	Iteration 6Q: 3 clusters Score -2801844 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2802443.000000 Penalty: 4850.356445
	Iteration 7Q: 3 clusters Score -2802443 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2802972.250000 Penalty: 4850.356445
	Iteration 8Q: 3 clusters Score -2802972 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2803417.250000 Penalty: 4850.356445
	Iteration 9Q: 3 clusters Score -2803417 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2803787.250000 Penalty: 4850.356445
	Iteration 10Q: 3 clusters Score -2803787 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2804062.750000 Penalty: 4850.356445
	Iteration 11Q: 3 clusters Score -2804063 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2804313.750000 Penalty: 4850.356445
	Iteration 12Q: 3 clusters Score -2804314 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2804505.500000 Penalty: 4850.356445
	Iteration 13Q: 3 clusters Score -2804506 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2804653.000000 Penalty: 4850.356445
	Iteration 14Q: 3 clusters Score -2804653 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2804784.500000 Penalty: 4850.356445
	Iteration 15Q: 3 clusters Score -2804784 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2804911.250000 Penalty: 4850.356445
	Iteration 16Q: 3 clusters Score -2804911 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2805001.750000 Penalty: 4850.356445
	Iteration 17Q: 3 clusters Score -2805002 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2805096.500000 Penalty: 4850.356445
	Iteration 18Q: 3 clusters Score -2805096 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2805161.000000 Penalty: 4850.356445
	Iteration 19Q: 3 clusters Score -2805161 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2805225.250000 Penalty: 4850.356445
	Iteration 20F: 3 clusters Score -2805225 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2805289.500000 Penalty: 4850.356445
	Iteration 21Q: 3 clusters Score -2805290 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2805345.250000 Penalty: 4850.356445
	Iteration 22Q: 3 clusters Score -2805345 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2805419.000000 Penalty: 4850.356445
	Iteration 23Q: 3 clusters Score -2805419 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2805489.250000 Penalty: 4850.356445
	Iteration 24Q: 3 clusters Score -2805489 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2805543.750000 Penalty: 4850.356445
	Iteration 25Q: 3 clusters Score -2805544 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2805595.750000 Penalty: 4850.356445
	Iteration 26Q: 3 clusters Score -2805596 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2805648.750000 Penalty: 4850.356445
	Iteration 27Q: 3 clusters Score -2805649 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2805704.250000 Penalty: 4850.356445
	Iteration 28Q: 3 clusters Score -2805704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2805746.250000 Penalty: 4850.356445
	Iteration 29Q: 3 clusters Score -2805746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2805781.250000 Penalty: 4850.356445
	Iteration 30Q: 3 clusters Score -2805781 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2805808.250000 Penalty: 4850.356445
	Iteration 31Q: 3 clusters Score -2805808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2805839.750000 Penalty: 4850.356445
	Iteration 32Q: 3 clusters Score -2805840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2805861.750000 Penalty: 4850.356445
	Iteration 33Q: 3 clusters Score -2805862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2805879.250000 Penalty: 4850.356445
	Iteration 34Q: 3 clusters Score -2805879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2805900.500000 Penalty: 4850.356445
	Iteration 35Q: 3 clusters Score -2805900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2805912.000000 Penalty: 4850.356445
	Iteration 36Q: 3 clusters Score -2805912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2805918.250000 Penalty: 4850.356445
	Iteration 37Q: 3 clusters Score -2805918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2805919.500000 Penalty: 4850.356445
	Iteration 38Q: 3 clusters Score -2805920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2805923.500000 Penalty: 4850.356445
	Iteration 39Q: 3 clusters Score -2805924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2805924.250000 Penalty: 4850.356445
	Iteration 40F: 3 clusters Score -2805924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2805928.750000 Penalty: 4850.356445
	Iteration 41Q: 3 clusters Score -2805929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2805938.250000 Penalty: 4850.356445
	Iteration 42Q: 3 clusters Score -2805938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2805946.000000 Penalty: 4850.356445
	Iteration 43Q: 3 clusters Score -2805946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2805939.250000 Penalty: 4850.356445
	Iteration 44Q: 3 clusters Score -2805939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2805944.250000 Penalty: 4850.356445
	Iteration 45Q: 3 clusters Score -2805944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2805947.750000 Penalty: 4850.356445
	Iteration 46Q: 3 clusters Score -2805948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2805949.000000 Penalty: 4850.356445
	Iteration 47Q: 3 clusters Score -2805949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2805947.250000 Penalty: 4850.356445
	Iteration 48Q: 3 clusters Score -2805947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2805947.250000 Penalty: 4850.356445
	Iteration 49F: 3 clusters Score -2805947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -61023.882812 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -61023.88 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 220 members 
Entering Unmasked Estep 
Score: -59650.425781 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -59650.43 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -59849.937500 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -59849.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60003.519531 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -60003.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60111.914062 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -60111.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60219.066406 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -60219.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60347.941406 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -60347.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60489.226562 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -60489.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60665.242188 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -60665.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -60722.500000 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -60722.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60741.464844 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -60741.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -60755.597656 Penalty: 3019.040283
	Iteration 10Q: 3 clusters Score -60755.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60775.558594 Penalty: 3019.040283
	Iteration 11Q: 3 clusters Score -60775.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60790.917969 Penalty: 3019.040283
	Iteration 12Q: 3 clusters Score -60790.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60829.066406 Penalty: 3019.040283
	Iteration 13Q: 3 clusters Score -60829.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -60922.265625 Penalty: 3019.040283
	Iteration 14Q: 3 clusters Score -60922.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60974.476562 Penalty: 3019.040283
	Iteration 15Q: 3 clusters Score -60974.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60983.390625 Penalty: 3019.040283
	Iteration 16Q: 3 clusters Score -60983.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61000.234375 Penalty: 3019.040283
	Iteration 17F: 3 clusters Score -61000.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61095.503906 Penalty: 3019.040283
	Iteration 18Q: 3 clusters Score -61095.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61095.503906 Penalty: 3019.040283
	Iteration 19F: 3 clusters Score -61095.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6576 members 
Mstep: Class 3 contains 4957 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 37604 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 36852 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 14345 members 
Mstep: Class 16 contains 64757 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 4056 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 26945 members 
Mstep: Class 22 contains 201 members 
Mstep: Class 23 contains 122548 members 
Mstep: Class 24 contains 17658 members 
Mstep: Class 25 contains 211 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 16469 members 
Mstep: Class 28 contains 3988 members 
Mstep: Class 29 contains 108081 members 
Mstep: Class 30 contains 9907 members 
Mstep: Class 31 contains 51858 members 
Mstep: Class 32 contains 6356 members 
Mstep: Class 33 contains 4254 members 
Mstep: Class 34 contains 3092 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 21595 members 
Mstep: Class 37 contains 626 members 
Mstep: Class 38 contains 1371 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 40072 members 
Mstep: Class 41 contains 1975 members 
Mstep: Class 42 contains 83 members 
Mstep: Class 43 contains 4186 members 
Mstep: Class 44 contains 14779 members 
Mstep: Class 45 contains 303 members 
Mstep: Class 46 contains 15350 members 
Mstep: Class 47 contains 21585 members 
Mstep: Class 48 contains 4458 members 
Mstep: Class 49 contains 4252 members 
Mstep: Class 50 contains 229 members 
Entering Unmasked Estep 
Score: -122566224.000000 Penalty: 168560.843750
Splitting cluster 25 changes total score from -122568016.000000 to -122566224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (9874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Entering Unmasked Estep 
Score: -1538195.000000 Penalty: 2281.019775
	Iteration 0F: 2 clusters Score -1538195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1530619.500000 Penalty: 4562.039551
	Iteration 0F: 3 clusters Score -1530620 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1532877.500000 Penalty: 4562.039551
	Iteration 1F: 3 clusters Score -1532878 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1533338.625000 Penalty: 4562.039551
	Iteration 2F: 3 clusters Score -1533339 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1533823.250000 Penalty: 4562.039551
	Iteration 3F: 3 clusters Score -1533823 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1534438.375000 Penalty: 4562.039551
	Iteration 4F: 3 clusters Score -1534438 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1535192.625000 Penalty: 4562.039551
	Iteration 5F: 3 clusters Score -1535193 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1535894.000000 Penalty: 4562.039551
	Iteration 6F: 3 clusters Score -1535894 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1536337.000000 Penalty: 4562.039551
	Iteration 7F: 3 clusters Score -1536337 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1536605.125000 Penalty: 4562.039551
	Iteration 8Q: 3 clusters Score -1536605 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1536753.875000 Penalty: 4562.039551
	Iteration 9Q: 3 clusters Score -1536754 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1536834.875000 Penalty: 4562.039551
	Iteration 10Q: 3 clusters Score -1536835 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1536895.125000 Penalty: 4562.039551
	Iteration 11Q: 3 clusters Score -1536895 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1536945.250000 Penalty: 4562.039551
	Iteration 12Q: 3 clusters Score -1536945 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1536992.125000 Penalty: 4562.039551
	Iteration 13Q: 3 clusters Score -1536992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1537033.500000 Penalty: 4562.039551
	Iteration 14Q: 3 clusters Score -1537034 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1537070.000000 Penalty: 4562.039551
	Iteration 15Q: 3 clusters Score -1537070 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1537112.000000 Penalty: 4562.039551
	Iteration 16Q: 3 clusters Score -1537112 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1537162.625000 Penalty: 4562.039551
	Iteration 17Q: 3 clusters Score -1537163 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1537211.500000 Penalty: 4562.039551
	Iteration 18Q: 3 clusters Score -1537212 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1537260.875000 Penalty: 4562.039551
	Iteration 19Q: 3 clusters Score -1537261 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1537300.750000 Penalty: 4562.039551
	Iteration 20F: 3 clusters Score -1537301 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1537331.000000 Penalty: 4562.039551
	Iteration 21Q: 3 clusters Score -1537331 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1537344.750000 Penalty: 4562.039551
	Iteration 22Q: 3 clusters Score -1537345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1537357.750000 Penalty: 4562.039551
	Iteration 23Q: 3 clusters Score -1537358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1537371.875000 Penalty: 4562.039551
	Iteration 24Q: 3 clusters Score -1537372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1537378.125000 Penalty: 4562.039551
	Iteration 25Q: 3 clusters Score -1537378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1537383.000000 Penalty: 4562.039551
	Iteration 26Q: 3 clusters Score -1537383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1537385.625000 Penalty: 4562.039551
	Iteration 27Q: 3 clusters Score -1537386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1537390.875000 Penalty: 4562.039551
	Iteration 28Q: 3 clusters Score -1537391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1537391.375000 Penalty: 4562.039551
	Iteration 29Q: 3 clusters Score -1537391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1537398.250000 Penalty: 4562.039551
	Iteration 30Q: 3 clusters Score -1537398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1537402.000000 Penalty: 4562.039551
	Iteration 31Q: 3 clusters Score -1537402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1537404.625000 Penalty: 4562.039551
	Iteration 32Q: 3 clusters Score -1537405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1537404.875000 Penalty: 4562.039551
	Iteration 33Q: 3 clusters Score -1537405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1537408.625000 Penalty: 4562.039551
	Iteration 34Q: 3 clusters Score -1537409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1537409.875000 Penalty: 4562.039551
	Iteration 35Q: 3 clusters Score -1537410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1537409.875000 Penalty: 4562.039551
	Iteration 36Q: 3 clusters Score -1537410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1537411.000000 Penalty: 4562.039551
	Iteration 37Q: 3 clusters Score -1537411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1537410.375000 Penalty: 4562.039551
	Iteration 38Q: 3 clusters Score -1537410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1537408.500000 Penalty: 4562.039551
	Iteration 39Q: 3 clusters Score -1537408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1537412.750000 Penalty: 4562.039551
	Iteration 40F: 3 clusters Score -1537413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1537412.250000 Penalty: 4562.039551
	Iteration 41Q: 3 clusters Score -1537412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1537415.875000 Penalty: 4562.039551
	Iteration 42Q: 3 clusters Score -1537416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1537415.875000 Penalty: 4562.039551
	Iteration 43F: 3 clusters Score -1537416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Entering Unmasked Estep 
Score: -2422802.000000 Penalty: 2407.890381
	Iteration 0F: 2 clusters Score -2422802 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 8190 members 
Entering Unmasked Estep 
Score: -2411041.000000 Penalty: 4815.780762
	Iteration 0F: 3 clusters Score -2411041 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2415127.500000 Penalty: 4815.780762
	Iteration 1F: 3 clusters Score -2415128 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2415809.750000 Penalty: 4815.780762
	Iteration 2F: 3 clusters Score -2415810 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2416517.000000 Penalty: 4815.780762
	Iteration 3F: 3 clusters Score -2416517 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2417170.000000 Penalty: 4815.780762
	Iteration 4F: 3 clusters Score -2417170 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2417692.000000 Penalty: 4815.780762
	Iteration 5F: 3 clusters Score -2417692 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2418119.500000 Penalty: 4815.780762
	Iteration 6Q: 3 clusters Score -2418120 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2418457.250000 Penalty: 4815.780762
	Iteration 7Q: 3 clusters Score -2418457 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2418719.750000 Penalty: 4815.780762
	Iteration 8Q: 3 clusters Score -2418720 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2418957.500000 Penalty: 4815.780762
	Iteration 9Q: 3 clusters Score -2418958 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2419219.000000 Penalty: 4815.780762
	Iteration 10Q: 3 clusters Score -2419219 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2419443.000000 Penalty: 4815.780762
	Iteration 11Q: 3 clusters Score -2419443 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2419642.250000 Penalty: 4815.780762
	Iteration 12Q: 3 clusters Score -2419642 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2419783.500000 Penalty: 4815.780762
	Iteration 13Q: 3 clusters Score -2419784 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2419907.750000 Penalty: 4815.780762
	Iteration 14Q: 3 clusters Score -2419908 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2420017.000000 Penalty: 4815.780762
	Iteration 15Q: 3 clusters Score -2420017 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2420113.750000 Penalty: 4815.780762
	Iteration 16Q: 3 clusters Score -2420114 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2420183.000000 Penalty: 4815.780762
	Iteration 17Q: 3 clusters Score -2420183 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2420244.250000 Penalty: 4815.780762
	Iteration 18Q: 3 clusters Score -2420244 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2420291.000000 Penalty: 4815.780762
	Iteration 19Q: 3 clusters Score -2420291 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2420331.500000 Penalty: 4815.780762
	Iteration 20F: 3 clusters Score -2420332 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2420363.250000 Penalty: 4815.780762
	Iteration 21Q: 3 clusters Score -2420363 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2420391.750000 Penalty: 4815.780762
	Iteration 22Q: 3 clusters Score -2420392 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2420425.250000 Penalty: 4815.780762
	Iteration 23Q: 3 clusters Score -2420425 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2420447.750000 Penalty: 4815.780762
	Iteration 24Q: 3 clusters Score -2420448 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2420468.750000 Penalty: 4815.780762
	Iteration 25Q: 3 clusters Score -2420469 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2420503.750000 Penalty: 4815.780762
	Iteration 26Q: 3 clusters Score -2420504 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2420536.500000 Penalty: 4815.780762
	Iteration 27Q: 3 clusters Score -2420536 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2420564.250000 Penalty: 4815.780762
	Iteration 28Q: 3 clusters Score -2420564 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2420592.250000 Penalty: 4815.780762
	Iteration 29Q: 3 clusters Score -2420592 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2420629.250000 Penalty: 4815.780762
	Iteration 30Q: 3 clusters Score -2420629 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2420674.750000 Penalty: 4815.780762
	Iteration 31Q: 3 clusters Score -2420675 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2420712.000000 Penalty: 4815.780762
	Iteration 32Q: 3 clusters Score -2420712 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2420751.250000 Penalty: 4815.780762
	Iteration 33Q: 3 clusters Score -2420751 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2420788.500000 Penalty: 4815.780762
	Iteration 34Q: 3 clusters Score -2420788 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2420844.000000 Penalty: 4815.780762
	Iteration 35Q: 3 clusters Score -2420844 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2420905.750000 Penalty: 4815.780762
	Iteration 36Q: 3 clusters Score -2420906 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2420966.000000 Penalty: 4815.780762
	Iteration 37Q: 3 clusters Score -2420966 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2421035.500000 Penalty: 4815.780762
	Iteration 38Q: 3 clusters Score -2421036 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2421101.500000 Penalty: 4815.780762
	Iteration 39Q: 3 clusters Score -2421102 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2421146.000000 Penalty: 4815.780762
	Iteration 40F: 3 clusters Score -2421146 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2421195.500000 Penalty: 4815.780762
	Iteration 41Q: 3 clusters Score -2421196 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2421248.000000 Penalty: 4815.780762
	Iteration 42Q: 3 clusters Score -2421248 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2421291.000000 Penalty: 4815.780762
	Iteration 43Q: 3 clusters Score -2421291 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2421343.000000 Penalty: 4815.780762
	Iteration 44Q: 3 clusters Score -2421343 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2421386.250000 Penalty: 4815.780762
	Iteration 45Q: 3 clusters Score -2421386 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2421429.500000 Penalty: 4815.780762
	Iteration 46Q: 3 clusters Score -2421430 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2421473.250000 Penalty: 4815.780762
	Iteration 47Q: 3 clusters Score -2421473 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2421515.750000 Penalty: 4815.780762
	Iteration 48Q: 3 clusters Score -2421516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2421542.250000 Penalty: 4815.780762
	Iteration 49Q: 3 clusters Score -2421542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2421558.000000 Penalty: 4815.780762
	Iteration 50Q: 3 clusters Score -2421558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2421583.000000 Penalty: 4815.780762
	Iteration 51Q: 3 clusters Score -2421583 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2421594.250000 Penalty: 4815.780762
	Iteration 52Q: 3 clusters Score -2421594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2421608.250000 Penalty: 4815.780762
	Iteration 53Q: 3 clusters Score -2421608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2421619.750000 Penalty: 4815.780762
	Iteration 54Q: 3 clusters Score -2421620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2421637.500000 Penalty: 4815.780762
	Iteration 55Q: 3 clusters Score -2421638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2421638.250000 Penalty: 4815.780762
	Iteration 56Q: 3 clusters Score -2421638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2421653.750000 Penalty: 4815.780762
	Iteration 57Q: 3 clusters Score -2421654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2421658.500000 Penalty: 4815.780762
	Iteration 58Q: 3 clusters Score -2421658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2421664.750000 Penalty: 4815.780762
	Iteration 59Q: 3 clusters Score -2421665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2421667.000000 Penalty: 4815.780762
	Iteration 60F: 3 clusters Score -2421667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2421671.000000 Penalty: 4815.780762
	Iteration 61Q: 3 clusters Score -2421671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2421677.250000 Penalty: 4815.780762
	Iteration 62Q: 3 clusters Score -2421677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2421680.250000 Penalty: 4815.780762
	Iteration 63Q: 3 clusters Score -2421680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2421682.750000 Penalty: 4815.780762
	Iteration 64Q: 3 clusters Score -2421683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2421682.500000 Penalty: 4815.780762
	Iteration 65Q: 3 clusters Score -2421682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2421686.750000 Penalty: 4815.780762
	Iteration 66Q: 3 clusters Score -2421687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2421688.500000 Penalty: 4815.780762
	Iteration 67Q: 3 clusters Score -2421688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2421696.500000 Penalty: 4815.780762
	Iteration 68Q: 3 clusters Score -2421696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2421699.500000 Penalty: 4815.780762
	Iteration 69Q: 3 clusters Score -2421700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2421698.250000 Penalty: 4815.780762
	Iteration 70Q: 3 clusters Score -2421698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2421695.750000 Penalty: 4815.780762
	Iteration 71Q: 3 clusters Score -2421696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2421698.250000 Penalty: 4815.780762
	Iteration 72Q: 3 clusters Score -2421698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2421698.000000 Penalty: 4815.780762
	Iteration 73Q: 3 clusters Score -2421698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2421699.250000 Penalty: 4815.780762
	Iteration 74Q: 3 clusters Score -2421699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2421700.250000 Penalty: 4815.780762
	Iteration 75Q: 3 clusters Score -2421700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2421701.750000 Penalty: 4815.780762
	Iteration 76Q: 3 clusters Score -2421702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2421698.500000 Penalty: 4815.780762
	Iteration 77Q: 3 clusters Score -2421698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2421703.250000 Penalty: 4815.780762
	Iteration 78Q: 3 clusters Score -2421703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2421703.000000 Penalty: 4815.780762
	Iteration 79Q: 3 clusters Score -2421703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2421701.750000 Penalty: 4815.780762
	Iteration 80F: 3 clusters Score -2421702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2421704.750000 Penalty: 4815.780762
	Iteration 81Q: 3 clusters Score -2421705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2421704.750000 Penalty: 4815.780762
	Iteration 82F: 3 clusters Score -2421705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -592368.875000 Penalty: 2056.179199
	Iteration 0F: 2 clusters Score -592368.9 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 1975 members 
Entering Unmasked Estep 
Score: -588516.562500 Penalty: 4112.358398
	Iteration 0F: 3 clusters Score -588516.6 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -589556.437500 Penalty: 4112.358398
	Iteration 1F: 3 clusters Score -589556.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -589815.187500 Penalty: 4112.358398
	Iteration 2F: 3 clusters Score -589815.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -590013.125000 Penalty: 4112.358398
	Iteration 3F: 3 clusters Score -590013.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -590182.375000 Penalty: 4112.358398
	Iteration 4Q: 3 clusters Score -590182.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -590357.187500 Penalty: 4112.358398
	Iteration 5Q: 3 clusters Score -590357.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -590490.250000 Penalty: 4112.358398
	Iteration 6Q: 3 clusters Score -590490.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -590624.125000 Penalty: 4112.358398
	Iteration 7Q: 3 clusters Score -590624.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -590729.875000 Penalty: 4112.358398
	Iteration 8Q: 3 clusters Score -590729.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -590801.750000 Penalty: 4112.358398
	Iteration 9Q: 3 clusters Score -590801.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -590852.062500 Penalty: 4112.358398
	Iteration 10Q: 3 clusters Score -590852.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -590904.937500 Penalty: 4112.358398
	Iteration 11Q: 3 clusters Score -590904.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -590943.250000 Penalty: 4112.358398
	Iteration 12Q: 3 clusters Score -590943.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -590960.562500 Penalty: 4112.358398
	Iteration 13Q: 3 clusters Score -590960.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -590980.187500 Penalty: 4112.358398
	Iteration 14Q: 3 clusters Score -590980.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -590991.625000 Penalty: 4112.358398
	Iteration 15Q: 3 clusters Score -590991.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -590999.062500 Penalty: 4112.358398
	Iteration 16Q: 3 clusters Score -590999.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -591013.312500 Penalty: 4112.358398
	Iteration 17Q: 3 clusters Score -591013.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -591025.312500 Penalty: 4112.358398
	Iteration 18Q: 3 clusters Score -591025.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -591032.000000 Penalty: 4112.358398
	Iteration 19Q: 3 clusters Score -591032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -591039.062500 Penalty: 4112.358398
	Iteration 20F: 3 clusters Score -591039.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -591046.500000 Penalty: 4112.358398
	Iteration 21Q: 3 clusters Score -591046.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -591052.750000 Penalty: 4112.358398
	Iteration 22Q: 3 clusters Score -591052.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -591060.625000 Penalty: 4112.358398
	Iteration 23Q: 3 clusters Score -591060.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -591063.125000 Penalty: 4112.358398
	Iteration 24Q: 3 clusters Score -591063.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -591072.000000 Penalty: 4112.358398
	Iteration 25Q: 3 clusters Score -591072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -591079.750000 Penalty: 4112.358398
	Iteration 26Q: 3 clusters Score -591079.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -591090.750000 Penalty: 4112.358398
	Iteration 27Q: 3 clusters Score -591090.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -591106.500000 Penalty: 4112.358398
	Iteration 28Q: 3 clusters Score -591106.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -591119.437500 Penalty: 4112.358398
	Iteration 29Q: 3 clusters Score -591119.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -591126.062500 Penalty: 4112.358398
	Iteration 30Q: 3 clusters Score -591126.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -591131.687500 Penalty: 4112.358398
	Iteration 31Q: 3 clusters Score -591131.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -591140.937500 Penalty: 4112.358398
	Iteration 32Q: 3 clusters Score -591140.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -591149.875000 Penalty: 4112.358398
	Iteration 33Q: 3 clusters Score -591149.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -591158.062500 Penalty: 4112.358398
	Iteration 34Q: 3 clusters Score -591158.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -591163.500000 Penalty: 4112.358398
	Iteration 35Q: 3 clusters Score -591163.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -591166.875000 Penalty: 4112.358398
	Iteration 36Q: 3 clusters Score -591166.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -591170.875000 Penalty: 4112.358398
	Iteration 37Q: 3 clusters Score -591170.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -591173.937500 Penalty: 4112.358398
	Iteration 38Q: 3 clusters Score -591173.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -591179.000000 Penalty: 4112.358398
	Iteration 39Q: 3 clusters Score -591179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -591185.750000 Penalty: 4112.358398
	Iteration 40F: 3 clusters Score -591185.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -591190.250000 Penalty: 4112.358398
	Iteration 41Q: 3 clusters Score -591190.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -591194.375000 Penalty: 4112.358398
	Iteration 42Q: 3 clusters Score -591194.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -591197.812500 Penalty: 4112.358398
	Iteration 43Q: 3 clusters Score -591197.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -591205.312500 Penalty: 4112.358398
	Iteration 44Q: 3 clusters Score -591205.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -591210.437500 Penalty: 4112.358398
	Iteration 45Q: 3 clusters Score -591210.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -591213.250000 Penalty: 4112.358398
	Iteration 46Q: 3 clusters Score -591213.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -591215.250000 Penalty: 4112.358398
	Iteration 47Q: 3 clusters Score -591215.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -591218.125000 Penalty: 4112.358398
	Iteration 48Q: 3 clusters Score -591218.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -591220.062500 Penalty: 4112.358398
	Iteration 49Q: 3 clusters Score -591220.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -591220.937500 Penalty: 4112.358398
	Iteration 50Q: 3 clusters Score -591220.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -591221.437500 Penalty: 4112.358398
	Iteration 51Q: 3 clusters Score -591221.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -591222.312500 Penalty: 4112.358398
	Iteration 52Q: 3 clusters Score -591222.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -591223.062500 Penalty: 4112.358398
	Iteration 53Q: 3 clusters Score -591223.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -591224.687500 Penalty: 4112.358398
	Iteration 54Q: 3 clusters Score -591224.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -591224.625000 Penalty: 4112.358398
	Iteration 55Q: 3 clusters Score -591224.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -591228.125000 Penalty: 4112.358398
	Iteration 56Q: 3 clusters Score -591228.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -591228.562500 Penalty: 4112.358398
	Iteration 57Q: 3 clusters Score -591228.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -591230.562500 Penalty: 4112.358398
	Iteration 58Q: 3 clusters Score -591230.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -591234.625000 Penalty: 4112.358398
	Iteration 59Q: 3 clusters Score -591234.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -591238.812500 Penalty: 4112.358398
	Iteration 60F: 3 clusters Score -591238.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -591242.437500 Penalty: 4112.358398
	Iteration 61Q: 3 clusters Score -591242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -591242.125000 Penalty: 4112.358398
	Iteration 62Q: 3 clusters Score -591242.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -591243.750000 Penalty: 4112.358398
	Iteration 63Q: 3 clusters Score -591243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -591243.937500 Penalty: 4112.358398
	Iteration 64Q: 3 clusters Score -591243.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -591245.500000 Penalty: 4112.358398
	Iteration 65Q: 3 clusters Score -591245.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -591245.562500 Penalty: 4112.358398
	Iteration 66Q: 3 clusters Score -591245.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -591246.625000 Penalty: 4112.358398
	Iteration 67Q: 3 clusters Score -591246.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -591246.812500 Penalty: 4112.358398
	Iteration 68Q: 3 clusters Score -591246.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -591247.875000 Penalty: 4112.358398
	Iteration 69Q: 3 clusters Score -591247.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -591248.250000 Penalty: 4112.358398
	Iteration 70Q: 3 clusters Score -591248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -591248.687500 Penalty: 4112.358398
	Iteration 71Q: 3 clusters Score -591248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -591249.000000 Penalty: 4112.358398
	Iteration 72Q: 3 clusters Score -591249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -591249.687500 Penalty: 4112.358398
	Iteration 73Q: 3 clusters Score -591249.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -591249.812500 Penalty: 4112.358398
	Iteration 74Q: 3 clusters Score -591249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -591251.375000 Penalty: 4112.358398
	Iteration 75Q: 3 clusters Score -591251.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -591251.375000 Penalty: 4112.358398
	Iteration 76F: 3 clusters Score -591251.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108081 members 
Entering Unmasked Estep 
Score: -17341332.000000 Penalty: 2874.477783
	Iteration 0F: 2 clusters Score -1.734133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -17277128.000000 Penalty: 5748.955566
	Iteration 0F: 3 clusters Score -1.727713e+07 nChanged 51235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -17306508.000000 Penalty: 5748.955566
	Iteration 1F: 3 clusters Score -1.730651e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -17307358.000000 Penalty: 5748.955566
	Iteration 2Q: 3 clusters Score -1.730736e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 57150 members 
Entering Unmasked Estep 
Score: -17308452.000000 Penalty: 5748.955566
	Iteration 3Q: 3 clusters Score -1.730845e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -17309760.000000 Penalty: 5748.955566
	Iteration 4Q: 3 clusters Score -1.730976e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 61628 members 
Entering Unmasked Estep 
Score: -17311444.000000 Penalty: 5748.955566
	Iteration 5Q: 3 clusters Score -1.731144e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -17313634.000000 Penalty: 5748.955566
	Iteration 6Q: 3 clusters Score -1.731363e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 70313 members 
Entering Unmasked Estep 
Score: -17316666.000000 Penalty: 5748.955566
	Iteration 7F: 3 clusters Score -1.731667e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 76425 members 
Entering Unmasked Estep 
Score: -17320388.000000 Penalty: 5748.955566
	Iteration 8F: 3 clusters Score -1.732039e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 83394 members 
Entering Unmasked Estep 
Score: -17324894.000000 Penalty: 5748.955566
	Iteration 9F: 3 clusters Score -1.732489e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 90505 members 
Entering Unmasked Estep 
Score: -17329496.000000 Penalty: 5748.955566
	Iteration 10F: 3 clusters Score -1.73295e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 96735 members 
Entering Unmasked Estep 
Score: -17333106.000000 Penalty: 5748.955566
	Iteration 11F: 3 clusters Score -1.733311e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -17335500.000000 Penalty: 5748.955566
	Iteration 12Q: 3 clusters Score -1.73355e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 104250 members 
Entering Unmasked Estep 
Score: -17337000.000000 Penalty: 5748.955566
	Iteration 13Q: 3 clusters Score -1.7337e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 105864 members 
Entering Unmasked Estep 
Score: -17337824.000000 Penalty: 5748.955566
	Iteration 14Q: 3 clusters Score -1.733782e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 106709 members 
Entering Unmasked Estep 
Score: -17338286.000000 Penalty: 5748.955566
	Iteration 15Q: 3 clusters Score -1.733829e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 107129 members 
Entering Unmasked Estep 
Score: -17338568.000000 Penalty: 5748.955566
	Iteration 16Q: 3 clusters Score -1.733857e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 107336 members 
Entering Unmasked Estep 
Score: -17338750.000000 Penalty: 5748.955566
	Iteration 17Q: 3 clusters Score -1.733875e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -17338820.000000 Penalty: 5748.955566
	Iteration 18Q: 3 clusters Score -1.733882e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 107493 members 
Entering Unmasked Estep 
Score: -17338858.000000 Penalty: 5748.955566
	Iteration 19Q: 3 clusters Score -1.733886e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 107524 members 
Entering Unmasked Estep 
Score: -17338904.000000 Penalty: 5748.955566
	Iteration 20F: 3 clusters Score -1.73389e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 107545 members 
Entering Unmasked Estep 
Score: -17338910.000000 Penalty: 5748.955566
	Iteration 21Q: 3 clusters Score -1.733891e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 107558 members 
Entering Unmasked Estep 
Score: -17338950.000000 Penalty: 5748.955566
	Iteration 22Q: 3 clusters Score -1.733895e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 107575 members 
Entering Unmasked Estep 
Score: -17338978.000000 Penalty: 5748.955566
	Iteration 23Q: 3 clusters Score -1.733898e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 107590 members 
Entering Unmasked Estep 
Score: -17339006.000000 Penalty: 5748.955566
	Iteration 24Q: 3 clusters Score -1.733901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 107604 members 
Entering Unmasked Estep 
Score: -17339022.000000 Penalty: 5748.955566
	Iteration 25Q: 3 clusters Score -1.733902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 107617 members 
Entering Unmasked Estep 
Score: -17339038.000000 Penalty: 5748.955566
	Iteration 26Q: 3 clusters Score -1.733904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 107617 members 
Entering Unmasked Estep 
Score: -17339044.000000 Penalty: 5748.955566
	Iteration 27Q: 3 clusters Score -1.733904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 107618 members 
Entering Unmasked Estep 
Score: -17339044.000000 Penalty: 5748.955566
	Iteration 28Q: 3 clusters Score -1.733904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 107624 members 
Entering Unmasked Estep 
Score: -17339052.000000 Penalty: 5748.955566
	Iteration 29Q: 3 clusters Score -1.733905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 107623 members 
Entering Unmasked Estep 
Score: -17339056.000000 Penalty: 5748.955566
	Iteration 30Q: 3 clusters Score -1.733906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 107621 members 
Entering Unmasked Estep 
Score: -17339060.000000 Penalty: 5748.955566
	Iteration 31Q: 3 clusters Score -1.733906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 107625 members 
Entering Unmasked Estep 
Score: -17339072.000000 Penalty: 5748.955566
	Iteration 32Q: 3 clusters Score -1.733907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 107629 members 
Entering Unmasked Estep 
Score: -17339068.000000 Penalty: 5748.955566
	Iteration 33Q: 3 clusters Score -1.733907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 107630 members 
Entering Unmasked Estep 
Score: -17339074.000000 Penalty: 5748.955566
	Iteration 34Q: 3 clusters Score -1.733907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 107629 members 
Entering Unmasked Estep 
Score: -17339074.000000 Penalty: 5748.955566
	Iteration 35Q: 3 clusters Score -1.733907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 107629 members 
Entering Unmasked Estep 
Score: -17339084.000000 Penalty: 5748.955566
	Iteration 36Q: 3 clusters Score -1.733908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 107628 members 
Entering Unmasked Estep 
Score: -17339080.000000 Penalty: 5748.955566
	Iteration 37Q: 3 clusters Score -1.733908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 107631 members 
Entering Unmasked Estep 
Score: -17339082.000000 Penalty: 5748.955566
	Iteration 38Q: 3 clusters Score -1.733908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 107634 members 
Entering Unmasked Estep 
Score: -17339096.000000 Penalty: 5748.955566
	Iteration 39Q: 3 clusters Score -1.73391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 107637 members 
Entering Unmasked Estep 
Score: -17339090.000000 Penalty: 5748.955566
	Iteration 40F: 3 clusters Score -1.733909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 107638 members 
Entering Unmasked Estep 
Score: -17339110.000000 Penalty: 5748.955566
	Iteration 41Q: 3 clusters Score -1.733911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 107639 members 
Entering Unmasked Estep 
Score: -17339106.000000 Penalty: 5748.955566
	Iteration 42Q: 3 clusters Score -1.733911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 107641 members 
Entering Unmasked Estep 
Score: -17339108.000000 Penalty: 5748.955566
	Iteration 43Q: 3 clusters Score -1.733911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 107642 members 
Entering Unmasked Estep 
Score: -17339104.000000 Penalty: 5748.955566
	Iteration 44Q: 3 clusters Score -1.73391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 107644 members 
Entering Unmasked Estep 
Score: -17339104.000000 Penalty: 5748.955566
	Iteration 45Q: 3 clusters Score -1.73391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 107645 members 
Entering Unmasked Estep 
Score: -17339104.000000 Penalty: 5748.955566
	Iteration 46Q: 3 clusters Score -1.73391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 107646 members 
Entering Unmasked Estep 
Score: -17339098.000000 Penalty: 5748.955566
	Iteration 47Q: 3 clusters Score -1.73391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 107646 members 
Entering Unmasked Estep 
Score: -17339098.000000 Penalty: 5748.955566
	Iteration 48F: 3 clusters Score -1.73391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Entering Unmasked Estep 
Score: -1541210.125000 Penalty: 2281.847168
	Iteration 0F: 2 clusters Score -1541210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1533666.375000 Penalty: 4563.694336
	Iteration 0F: 3 clusters Score -1533666 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1535823.375000 Penalty: 4563.694336
	Iteration 1F: 3 clusters Score -1535823 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1536216.250000 Penalty: 4563.694336
	Iteration 2F: 3 clusters Score -1536216 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1536620.125000 Penalty: 4563.694336
	Iteration 3F: 3 clusters Score -1536620 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1537064.250000 Penalty: 4563.694336
	Iteration 4F: 3 clusters Score -1537064 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1537588.375000 Penalty: 4563.694336
	Iteration 5F: 3 clusters Score -1537588 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1538169.250000 Penalty: 4563.694336
	Iteration 6F: 3 clusters Score -1538169 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1538769.250000 Penalty: 4563.694336
	Iteration 7F: 3 clusters Score -1538769 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1539361.000000 Penalty: 4563.694336
	Iteration 8F: 3 clusters Score -1539361 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1539873.750000 Penalty: 4563.694336
	Iteration 9F: 3 clusters Score -1539874 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1540225.375000 Penalty: 4563.694336
	Iteration 10Q: 3 clusters Score -1540225 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1540424.375000 Penalty: 4563.694336
	Iteration 11Q: 3 clusters Score -1540424 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1540524.000000 Penalty: 4563.694336
	Iteration 12Q: 3 clusters Score -1540524 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1540591.125000 Penalty: 4563.694336
	Iteration 13Q: 3 clusters Score -1540591 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1540634.000000 Penalty: 4563.694336
	Iteration 14Q: 3 clusters Score -1540634 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1540648.375000 Penalty: 4563.694336
	Iteration 15Q: 3 clusters Score -1540648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1540661.000000 Penalty: 4563.694336
	Iteration 16Q: 3 clusters Score -1540661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1540666.875000 Penalty: 4563.694336
	Iteration 17Q: 3 clusters Score -1540667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1540675.125000 Penalty: 4563.694336
	Iteration 18Q: 3 clusters Score -1540675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1540676.375000 Penalty: 4563.694336
	Iteration 19Q: 3 clusters Score -1540676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1540679.125000 Penalty: 4563.694336
	Iteration 20F: 3 clusters Score -1540679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1540682.125000 Penalty: 4563.694336
	Iteration 21Q: 3 clusters Score -1540682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1540683.750000 Penalty: 4563.694336
	Iteration 22Q: 3 clusters Score -1540684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1540685.500000 Penalty: 4563.694336
	Iteration 23Q: 3 clusters Score -1540686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1540684.500000 Penalty: 4563.694336
	Iteration 24Q: 3 clusters Score -1540684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1540684.500000 Penalty: 4563.694336
	Iteration 25Q: 3 clusters Score -1540684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1540684.500000 Penalty: 4563.694336
	Iteration 26F: 3 clusters Score -1540684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (51858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Entering Unmasked Estep 
Score: -8149203.500000 Penalty: 2692.353516
	Iteration 0F: 2 clusters Score -8149204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -8114428.500000 Penalty: 5384.707031
	Iteration 0F: 3 clusters Score -8114428 nChanged 23961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -8127759.000000 Penalty: 5384.707031
	Iteration 1F: 3 clusters Score -8127759 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -8128908.000000 Penalty: 5384.707031
	Iteration 2F: 3 clusters Score -8128908 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -8130447.500000 Penalty: 5384.707031
	Iteration 3F: 3 clusters Score -8130448 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -8132562.000000 Penalty: 5384.707031
	Iteration 4F: 3 clusters Score -8132562 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -8135059.000000 Penalty: 5384.707031
	Iteration 5F: 3 clusters Score -8135059 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -8137667.500000 Penalty: 5384.707031
	Iteration 6F: 3 clusters Score -8137668 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -8139963.000000 Penalty: 5384.707031
	Iteration 7F: 3 clusters Score -8139963 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -8141989.000000 Penalty: 5384.707031
	Iteration 8Q: 3 clusters Score -8141989 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -8143713.500000 Penalty: 5384.707031
	Iteration 9Q: 3 clusters Score -8143714 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -8144879.500000 Penalty: 5384.707031
	Iteration 10Q: 3 clusters Score -8144880 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -8145590.000000 Penalty: 5384.707031
	Iteration 11Q: 3 clusters Score -8145590 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -8145945.000000 Penalty: 5384.707031
	Iteration 12Q: 3 clusters Score -8145945 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -8146133.500000 Penalty: 5384.707031
	Iteration 13Q: 3 clusters Score -8146134 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -8146262.500000 Penalty: 5384.707031
	Iteration 14Q: 3 clusters Score -8146262 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -8146341.500000 Penalty: 5384.707031
	Iteration 15Q: 3 clusters Score -8146342 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -8146417.000000 Penalty: 5384.707031
	Iteration 16Q: 3 clusters Score -8146417 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -8146488.500000 Penalty: 5384.707031
	Iteration 17Q: 3 clusters Score -8146488 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -8146527.500000 Penalty: 5384.707031
	Iteration 18Q: 3 clusters Score -8146528 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -8146585.000000 Penalty: 5384.707031
	Iteration 19Q: 3 clusters Score -8146585 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -8146630.000000 Penalty: 5384.707031
	Iteration 20F: 3 clusters Score -8146630 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -8146682.000000 Penalty: 5384.707031
	Iteration 21Q: 3 clusters Score -8146682 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -8146702.500000 Penalty: 5384.707031
	Iteration 22Q: 3 clusters Score -8146702 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -8146743.500000 Penalty: 5384.707031
	Iteration 23Q: 3 clusters Score -8146744 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -8146764.000000 Penalty: 5384.707031
	Iteration 24Q: 3 clusters Score -8146764 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -8146775.500000 Penalty: 5384.707031
	Iteration 25Q: 3 clusters Score -8146776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -8146777.500000 Penalty: 5384.707031
	Iteration 26Q: 3 clusters Score -8146778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -8146815.500000 Penalty: 5384.707031
	Iteration 27Q: 3 clusters Score -8146816 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -8146835.500000 Penalty: 5384.707031
	Iteration 28Q: 3 clusters Score -8146836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -8146849.500000 Penalty: 5384.707031
	Iteration 29Q: 3 clusters Score -8146850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -8146855.500000 Penalty: 5384.707031
	Iteration 30Q: 3 clusters Score -8146856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -8146885.500000 Penalty: 5384.707031
	Iteration 31Q: 3 clusters Score -8146886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -8146908.500000 Penalty: 5384.707031
	Iteration 32Q: 3 clusters Score -8146908 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -8146928.000000 Penalty: 5384.707031
	Iteration 33Q: 3 clusters Score -8146928 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -8146934.000000 Penalty: 5384.707031
	Iteration 34Q: 3 clusters Score -8146934 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -8146947.000000 Penalty: 5384.707031
	Iteration 35Q: 3 clusters Score -8146947 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -8146954.500000 Penalty: 5384.707031
	Iteration 36Q: 3 clusters Score -8146954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -8146962.500000 Penalty: 5384.707031
	Iteration 37Q: 3 clusters Score -8146962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -8146956.500000 Penalty: 5384.707031
	Iteration 38Q: 3 clusters Score -8146956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -8146973.000000 Penalty: 5384.707031
	Iteration 39Q: 3 clusters Score -8146973 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -8146983.500000 Penalty: 5384.707031
	Iteration 40F: 3 clusters Score -8146984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -8147000.000000 Penalty: 5384.707031
	Iteration 41Q: 3 clusters Score -8147000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -8147008.500000 Penalty: 5384.707031
	Iteration 42Q: 3 clusters Score -8147008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -8147013.500000 Penalty: 5384.707031
	Iteration 43Q: 3 clusters Score -8147014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -8147028.000000 Penalty: 5384.707031
	Iteration 44Q: 3 clusters Score -8147028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -8147029.000000 Penalty: 5384.707031
	Iteration 45Q: 3 clusters Score -8147029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -8147027.500000 Penalty: 5384.707031
	Iteration 46Q: 3 clusters Score -8147028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -8147026.000000 Penalty: 5384.707031
	Iteration 47Q: 3 clusters Score -8147026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -8147030.000000 Penalty: 5384.707031
	Iteration 48Q: 3 clusters Score -8147030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -8147029.500000 Penalty: 5384.707031
	Iteration 49Q: 3 clusters Score -8147030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -8147029.000000 Penalty: 5384.707031
	Iteration 50Q: 3 clusters Score -8147029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -8147038.000000 Penalty: 5384.707031
	Iteration 51Q: 3 clusters Score -8147038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -8147056.500000 Penalty: 5384.707031
	Iteration 52Q: 3 clusters Score -8147056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -8147047.500000 Penalty: 5384.707031
	Iteration 53Q: 3 clusters Score -8147048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -8147030.000000 Penalty: 5384.707031
	Iteration 54Q: 3 clusters Score -8147030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -8147032.500000 Penalty: 5384.707031
	Iteration 55Q: 3 clusters Score -8147032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -8147042.500000 Penalty: 5384.707031
	Iteration 56Q: 3 clusters Score -8147042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -8147039.500000 Penalty: 5384.707031
	Iteration 57Q: 3 clusters Score -8147040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -8147044.000000 Penalty: 5384.707031
	Iteration 58Q: 3 clusters Score -8147044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -8147041.500000 Penalty: 5384.707031
	Iteration 59Q: 3 clusters Score -8147042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -8147043.000000 Penalty: 5384.707031
	Iteration 60F: 3 clusters Score -8147043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -8147046.000000 Penalty: 5384.707031
	Iteration 61Q: 3 clusters Score -8147046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -8147050.500000 Penalty: 5384.707031
	Iteration 62Q: 3 clusters Score -8147050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -8147047.000000 Penalty: 5384.707031
	Iteration 63Q: 3 clusters Score -8147047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -8147053.000000 Penalty: 5384.707031
	Iteration 64Q: 3 clusters Score -8147053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -8147052.000000 Penalty: 5384.707031
	Iteration 65Q: 3 clusters Score -8147052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -8147054.000000 Penalty: 5384.707031
	Iteration 66Q: 3 clusters Score -8147054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -8147048.000000 Penalty: 5384.707031
	Iteration 67Q: 3 clusters Score -8147048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -8147047.000000 Penalty: 5384.707031
	Iteration 68Q: 3 clusters Score -8147047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -8147050.500000 Penalty: 5384.707031
	Iteration 69Q: 3 clusters Score -8147050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -8147044.000000 Penalty: 5384.707031
	Iteration 70Q: 3 clusters Score -8147044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -8147050.000000 Penalty: 5384.707031
	Iteration 71Q: 3 clusters Score -8147050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -8147058.000000 Penalty: 5384.707031
	Iteration 72Q: 3 clusters Score -8147058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -8147055.000000 Penalty: 5384.707031
	Iteration 73Q: 3 clusters Score -8147055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -8147061.000000 Penalty: 5384.707031
	Iteration 74Q: 3 clusters Score -8147061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -8147072.500000 Penalty: 5384.707031
	Iteration 75Q: 3 clusters Score -8147072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -8147069.500000 Penalty: 5384.707031
	Iteration 76Q: 3 clusters Score -8147070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -8147071.500000 Penalty: 5384.707031
	Iteration 77Q: 3 clusters Score -8147072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -8147066.000000 Penalty: 5384.707031
	Iteration 78Q: 3 clusters Score -8147066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -8147071.500000 Penalty: 5384.707031
	Iteration 79Q: 3 clusters Score -8147072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -8147071.500000 Penalty: 5384.707031
	Iteration 80F: 3 clusters Score -8147072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -8147073.500000 Penalty: 5384.707031
	Iteration 81Q: 3 clusters Score -8147074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -8147074.000000 Penalty: 5384.707031
	Iteration 82Q: 3 clusters Score -8147074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -8147068.500000 Penalty: 5384.707031
	Iteration 83Q: 3 clusters Score -8147068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -8147072.500000 Penalty: 5384.707031
	Iteration 84Q: 3 clusters Score -8147072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -8147073.500000 Penalty: 5384.707031
	Iteration 85Q: 3 clusters Score -8147074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -8147070.000000 Penalty: 5384.707031
	Iteration 86Q: 3 clusters Score -8147070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -8147072.500000 Penalty: 5384.707031
	Iteration 87Q: 3 clusters Score -8147072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -8147072.500000 Penalty: 5384.707031
	Iteration 88F: 3 clusters Score -8147072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Entering Unmasked Estep 
Score: -985607.562500 Penalty: 2171.774414
	Iteration 0F: 2 clusters Score -985607.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -980230.437500 Penalty: 4343.548828
	Iteration 0F: 3 clusters Score -980230.4 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -981596.187500 Penalty: 4343.548828
	Iteration 1F: 3 clusters Score -981596.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -981863.562500 Penalty: 4343.548828
	Iteration 2F: 3 clusters Score -981863.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -982032.750000 Penalty: 4343.548828
	Iteration 3F: 3 clusters Score -982032.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -982147.687500 Penalty: 4343.548828
	Iteration 4Q: 3 clusters Score -982147.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -982251.187500 Penalty: 4343.548828
	Iteration 5Q: 3 clusters Score -982251.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -982355.187500 Penalty: 4343.548828
	Iteration 6Q: 3 clusters Score -982355.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -982469.437500 Penalty: 4343.548828
	Iteration 7Q: 3 clusters Score -982469.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -982603.375000 Penalty: 4343.548828
	Iteration 8Q: 3 clusters Score -982603.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -982733.062500 Penalty: 4343.548828
	Iteration 9Q: 3 clusters Score -982733.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -982861.687500 Penalty: 4343.548828
	Iteration 10Q: 3 clusters Score -982861.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -982960.812500 Penalty: 4343.548828
	Iteration 11Q: 3 clusters Score -982960.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -983047.187500 Penalty: 4343.548828
	Iteration 12Q: 3 clusters Score -983047.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -983129.875000 Penalty: 4343.548828
	Iteration 13Q: 3 clusters Score -983129.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -983218.000000 Penalty: 4343.548828
	Iteration 14Q: 3 clusters Score -983218 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -983302.750000 Penalty: 4343.548828
	Iteration 15Q: 3 clusters Score -983302.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -983396.125000 Penalty: 4343.548828
	Iteration 16Q: 3 clusters Score -983396.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -983486.937500 Penalty: 4343.548828
	Iteration 17Q: 3 clusters Score -983486.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -983555.750000 Penalty: 4343.548828
	Iteration 18Q: 3 clusters Score -983555.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -983621.562500 Penalty: 4343.548828
	Iteration 19Q: 3 clusters Score -983621.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -983658.812500 Penalty: 4343.548828
	Iteration 20F: 3 clusters Score -983658.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -983692.000000 Penalty: 4343.548828
	Iteration 21Q: 3 clusters Score -983692 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -983719.875000 Penalty: 4343.548828
	Iteration 22Q: 3 clusters Score -983719.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -983739.500000 Penalty: 4343.548828
	Iteration 23Q: 3 clusters Score -983739.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -983755.625000 Penalty: 4343.548828
	Iteration 24Q: 3 clusters Score -983755.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -983767.687500 Penalty: 4343.548828
	Iteration 25Q: 3 clusters Score -983767.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -983775.250000 Penalty: 4343.548828
	Iteration 26Q: 3 clusters Score -983775.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -983780.437500 Penalty: 4343.548828
	Iteration 27Q: 3 clusters Score -983780.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -983785.750000 Penalty: 4343.548828
	Iteration 28Q: 3 clusters Score -983785.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -983790.062500 Penalty: 4343.548828
	Iteration 29Q: 3 clusters Score -983790.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -983791.187500 Penalty: 4343.548828
	Iteration 30Q: 3 clusters Score -983791.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -983794.125000 Penalty: 4343.548828
	Iteration 31Q: 3 clusters Score -983794.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -983796.500000 Penalty: 4343.548828
	Iteration 32Q: 3 clusters Score -983796.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -983802.187500 Penalty: 4343.548828
	Iteration 33Q: 3 clusters Score -983802.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -983799.312500 Penalty: 4343.548828
	Iteration 34Q: 3 clusters Score -983799.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -983801.125000 Penalty: 4343.548828
	Iteration 35Q: 3 clusters Score -983801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -983800.375000 Penalty: 4343.548828
	Iteration 36Q: 3 clusters Score -983800.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -983797.937500 Penalty: 4343.548828
	Iteration 37Q: 3 clusters Score -983797.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -983800.500000 Penalty: 4343.548828
	Iteration 38Q: 3 clusters Score -983800.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -983801.187500 Penalty: 4343.548828
	Iteration 39Q: 3 clusters Score -983801.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -983803.500000 Penalty: 4343.548828
	Iteration 40F: 3 clusters Score -983803.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -983803.500000 Penalty: 4343.548828
	Iteration 41Q: 3 clusters Score -983803.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -983802.250000 Penalty: 4343.548828
	Iteration 42Q: 3 clusters Score -983802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -983803.312500 Penalty: 4343.548828
	Iteration 43Q: 3 clusters Score -983803.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -983805.312500 Penalty: 4343.548828
	Iteration 44Q: 3 clusters Score -983805.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -983806.500000 Penalty: 4343.548828
	Iteration 45Q: 3 clusters Score -983806.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -983807.750000 Penalty: 4343.548828
	Iteration 46Q: 3 clusters Score -983807.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -983810.000000 Penalty: 4343.548828
	Iteration 47Q: 3 clusters Score -983810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -983811.625000 Penalty: 4343.548828
	Iteration 48Q: 3 clusters Score -983811.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -983812.375000 Penalty: 4343.548828
	Iteration 49Q: 3 clusters Score -983812.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -983812.375000 Penalty: 4343.548828
	Iteration 50F: 3 clusters Score -983812.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Entering Unmasked Estep 
Score: -683575.875000 Penalty: 2072.192383
	Iteration 0F: 2 clusters Score -683575.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -679459.875000 Penalty: 4144.384766
	Iteration 0F: 3 clusters Score -679459.9 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -680444.187500 Penalty: 4144.384766
	Iteration 1F: 3 clusters Score -680444.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -680602.937500 Penalty: 4144.384766
	Iteration 2F: 3 clusters Score -680602.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -680697.875000 Penalty: 4144.384766
	Iteration 3Q: 3 clusters Score -680697.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -680774.500000 Penalty: 4144.384766
	Iteration 4Q: 3 clusters Score -680774.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -680828.250000 Penalty: 4144.384766
	Iteration 5Q: 3 clusters Score -680828.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -680879.937500 Penalty: 4144.384766
	Iteration 6Q: 3 clusters Score -680879.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -680924.750000 Penalty: 4144.384766
	Iteration 7Q: 3 clusters Score -680924.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -680974.000000 Penalty: 4144.384766
	Iteration 8Q: 3 clusters Score -680974 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -681019.437500 Penalty: 4144.384766
	Iteration 9Q: 3 clusters Score -681019.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -681062.750000 Penalty: 4144.384766
	Iteration 10Q: 3 clusters Score -681062.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -681106.625000 Penalty: 4144.384766
	Iteration 11Q: 3 clusters Score -681106.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -681151.750000 Penalty: 4144.384766
	Iteration 12Q: 3 clusters Score -681151.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -681220.562500 Penalty: 4144.384766
	Iteration 13Q: 3 clusters Score -681220.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -681299.000000 Penalty: 4144.384766
	Iteration 14Q: 3 clusters Score -681299 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -681393.062500 Penalty: 4144.384766
	Iteration 15Q: 3 clusters Score -681393.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -681507.062500 Penalty: 4144.384766
	Iteration 16Q: 3 clusters Score -681507.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -681641.125000 Penalty: 4144.384766
	Iteration 17Q: 3 clusters Score -681641.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -681770.687500 Penalty: 4144.384766
	Iteration 18Q: 3 clusters Score -681770.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -681904.500000 Penalty: 4144.384766
	Iteration 19Q: 3 clusters Score -681904.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -682062.500000 Penalty: 4144.384766
	Iteration 20F: 3 clusters Score -682062.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -682273.500000 Penalty: 4144.384766
	Iteration 21Q: 3 clusters Score -682273.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -682482.812500 Penalty: 4144.384766
	Iteration 22Q: 3 clusters Score -682482.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -682641.125000 Penalty: 4144.384766
	Iteration 23Q: 3 clusters Score -682641.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -682779.937500 Penalty: 4144.384766
	Iteration 24Q: 3 clusters Score -682779.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -682881.375000 Penalty: 4144.384766
	Iteration 25Q: 3 clusters Score -682881.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -682944.750000 Penalty: 4144.384766
	Iteration 26Q: 3 clusters Score -682944.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -682986.937500 Penalty: 4144.384766
	Iteration 27Q: 3 clusters Score -682986.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -683008.437500 Penalty: 4144.384766
	Iteration 28Q: 3 clusters Score -683008.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -683017.875000 Penalty: 4144.384766
	Iteration 29Q: 3 clusters Score -683017.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -683025.437500 Penalty: 4144.384766
	Iteration 30Q: 3 clusters Score -683025.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -683032.437500 Penalty: 4144.384766
	Iteration 31Q: 3 clusters Score -683032.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -683035.375000 Penalty: 4144.384766
	Iteration 32Q: 3 clusters Score -683035.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -683037.937500 Penalty: 4144.384766
	Iteration 33Q: 3 clusters Score -683037.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -683041.562500 Penalty: 4144.384766
	Iteration 34Q: 3 clusters Score -683041.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -683042.812500 Penalty: 4144.384766
	Iteration 35Q: 3 clusters Score -683042.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -683043.437500 Penalty: 4144.384766
	Iteration 36Q: 3 clusters Score -683043.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -683043.437500 Penalty: 4144.384766
	Iteration 37F: 3 clusters Score -683043.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Entering Unmasked Estep 
Score: -472584.281250 Penalty: 1993.070190
	Iteration 0F: 2 clusters Score -472584.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -469286.906250 Penalty: 3986.140381
	Iteration 0F: 3 clusters Score -469286.9 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -470026.875000 Penalty: 3986.140381
	Iteration 1F: 3 clusters Score -470026.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -470351.375000 Penalty: 3986.140381
	Iteration 2F: 3 clusters Score -470351.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -470732.968750 Penalty: 3986.140381
	Iteration 3F: 3 clusters Score -470733 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -471045.687500 Penalty: 3986.140381
	Iteration 4F: 3 clusters Score -471045.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -471261.062500 Penalty: 3986.140381
	Iteration 5F: 3 clusters Score -471261.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -471410.906250 Penalty: 3986.140381
	Iteration 6Q: 3 clusters Score -471410.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -471492.218750 Penalty: 3986.140381
	Iteration 7Q: 3 clusters Score -471492.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -471545.781250 Penalty: 3986.140381
	Iteration 8Q: 3 clusters Score -471545.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -471581.968750 Penalty: 3986.140381
	Iteration 9Q: 3 clusters Score -471582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -471601.906250 Penalty: 3986.140381
	Iteration 10Q: 3 clusters Score -471601.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -471612.312500 Penalty: 3986.140381
	Iteration 11Q: 3 clusters Score -471612.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -471624.437500 Penalty: 3986.140381
	Iteration 12Q: 3 clusters Score -471624.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -471635.875000 Penalty: 3986.140381
	Iteration 13Q: 3 clusters Score -471635.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -471641.156250 Penalty: 3986.140381
	Iteration 14Q: 3 clusters Score -471641.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -471644.625000 Penalty: 3986.140381
	Iteration 15Q: 3 clusters Score -471644.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -471646.218750 Penalty: 3986.140381
	Iteration 16Q: 3 clusters Score -471646.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -471648.093750 Penalty: 3986.140381
	Iteration 17Q: 3 clusters Score -471648.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -471647.906250 Penalty: 3986.140381
	Iteration 18Q: 3 clusters Score -471647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -471648.125000 Penalty: 3986.140381
	Iteration 19Q: 3 clusters Score -471648.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -471648.125000 Penalty: 3986.140381
	Iteration 20F: 3 clusters Score -471648.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -57118.226562 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -57118.23 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 210 members 
Entering Unmasked Estep 
Score: -55757.792969 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -55757.79 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55938.742188 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -55938.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56018.285156 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -56018.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56043.367188 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -56043.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56061.984375 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -56061.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56079.378906 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -56079.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56079.378906 Penalty: 2982.802734
	Iteration 6F: 3 clusters Score -56079.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (21595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Entering Unmasked Estep 
Score: -3414411.000000 Penalty: 2475.093750
	Iteration 0F: 2 clusters Score -3414411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -3399275.000000 Penalty: 4950.187500
	Iteration 0F: 3 clusters Score -3399275 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -3404482.500000 Penalty: 4950.187500
	Iteration 1F: 3 clusters Score -3404482 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3404985.500000 Penalty: 4950.187500
	Iteration 2F: 3 clusters Score -3404986 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -3405480.250000 Penalty: 4950.187500
	Iteration 3F: 3 clusters Score -3405480 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -3406053.750000 Penalty: 4950.187500
	Iteration 4Q: 3 clusters Score -3406054 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3406794.250000 Penalty: 4950.187500
	Iteration 5F: 3 clusters Score -3406794 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3407626.000000 Penalty: 4950.187500
	Iteration 6F: 3 clusters Score -3407626 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3408626.250000 Penalty: 4950.187500
	Iteration 7F: 3 clusters Score -3408626 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3409713.750000 Penalty: 4950.187500
	Iteration 8F: 3 clusters Score -3409714 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3410516.250000 Penalty: 4950.187500
	Iteration 9Q: 3 clusters Score -3410516 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3410931.750000 Penalty: 4950.187500
	Iteration 10Q: 3 clusters Score -3410932 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3411198.500000 Penalty: 4950.187500
	Iteration 11Q: 3 clusters Score -3411198 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3411365.750000 Penalty: 4950.187500
	Iteration 12Q: 3 clusters Score -3411366 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3411495.500000 Penalty: 4950.187500
	Iteration 13Q: 3 clusters Score -3411496 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3411596.250000 Penalty: 4950.187500
	Iteration 14Q: 3 clusters Score -3411596 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3411674.250000 Penalty: 4950.187500
	Iteration 15Q: 3 clusters Score -3411674 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3411747.500000 Penalty: 4950.187500
	Iteration 16Q: 3 clusters Score -3411748 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3411855.250000 Penalty: 4950.187500
	Iteration 17Q: 3 clusters Score -3411855 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3411968.250000 Penalty: 4950.187500
	Iteration 18Q: 3 clusters Score -3411968 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3412079.750000 Penalty: 4950.187500
	Iteration 19Q: 3 clusters Score -3412080 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3412200.500000 Penalty: 4950.187500
	Iteration 20F: 3 clusters Score -3412200 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3412333.750000 Penalty: 4950.187500
	Iteration 21Q: 3 clusters Score -3412334 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3412477.000000 Penalty: 4950.187500
	Iteration 22Q: 3 clusters Score -3412477 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -3412620.000000 Penalty: 4950.187500
	Iteration 23Q: 3 clusters Score -3412620 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3412752.250000 Penalty: 4950.187500
	Iteration 24Q: 3 clusters Score -3412752 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -3412899.750000 Penalty: 4950.187500
	Iteration 25Q: 3 clusters Score -3412900 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3413029.750000 Penalty: 4950.187500
	Iteration 26Q: 3 clusters Score -3413030 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3413169.250000 Penalty: 4950.187500
	Iteration 27Q: 3 clusters Score -3413169 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3413288.750000 Penalty: 4950.187500
	Iteration 28Q: 3 clusters Score -3413289 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -3413407.500000 Penalty: 4950.187500
	Iteration 29Q: 3 clusters Score -3413408 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -3413506.500000 Penalty: 4950.187500
	Iteration 30Q: 3 clusters Score -3413506 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3413594.750000 Penalty: 4950.187500
	Iteration 31Q: 3 clusters Score -3413595 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -3413682.000000 Penalty: 4950.187500
	Iteration 32Q: 3 clusters Score -3413682 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -3413721.750000 Penalty: 4950.187500
	Iteration 33Q: 3 clusters Score -3413722 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3413749.250000 Penalty: 4950.187500
	Iteration 34Q: 3 clusters Score -3413749 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3413780.500000 Penalty: 4950.187500
	Iteration 35Q: 3 clusters Score -3413780 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -3413811.000000 Penalty: 4950.187500
	Iteration 36Q: 3 clusters Score -3413811 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3413821.750000 Penalty: 4950.187500
	Iteration 37Q: 3 clusters Score -3413822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3413832.500000 Penalty: 4950.187500
	Iteration 38Q: 3 clusters Score -3413832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3413845.250000 Penalty: 4950.187500
	Iteration 39Q: 3 clusters Score -3413845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -3413845.000000 Penalty: 4950.187500
	Iteration 40F: 3 clusters Score -3413845 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3413843.500000 Penalty: 4950.187500
	Iteration 41Q: 3 clusters Score -3413844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3413839.500000 Penalty: 4950.187500
	Iteration 42Q: 3 clusters Score -3413840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3413854.000000 Penalty: 4950.187500
	Iteration 43Q: 3 clusters Score -3413854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -3413853.250000 Penalty: 4950.187500
	Iteration 44Q: 3 clusters Score -3413853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -3413853.750000 Penalty: 4950.187500
	Iteration 45Q: 3 clusters Score -3413854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3413857.750000 Penalty: 4950.187500
	Iteration 46Q: 3 clusters Score -3413858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3413863.750000 Penalty: 4950.187500
	Iteration 47Q: 3 clusters Score -3413864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -3413864.750000 Penalty: 4950.187500
	Iteration 48Q: 3 clusters Score -3413865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -3413857.000000 Penalty: 4950.187500
	Iteration 49Q: 3 clusters Score -3413857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3413857.000000 Penalty: 4950.187500
	Iteration 50Q: 3 clusters Score -3413857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -3413863.500000 Penalty: 4950.187500
	Iteration 51Q: 3 clusters Score -3413864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -3413863.500000 Penalty: 4950.187500
	Iteration 52Q: 3 clusters Score -3413864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3413868.750000 Penalty: 4950.187500
	Iteration 53Q: 3 clusters Score -3413869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -3413865.500000 Penalty: 4950.187500
	Iteration 54Q: 3 clusters Score -3413866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3413870.500000 Penalty: 4950.187500
	Iteration 55Q: 3 clusters Score -3413870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3413864.750000 Penalty: 4950.187500
	Iteration 56Q: 3 clusters Score -3413865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -3413869.250000 Penalty: 4950.187500
	Iteration 57Q: 3 clusters Score -3413869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -3413870.500000 Penalty: 4950.187500
	Iteration 58Q: 3 clusters Score -3413870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3413865.000000 Penalty: 4950.187500
	Iteration 59Q: 3 clusters Score -3413865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -3413865.000000 Penalty: 4950.187500
	Iteration 60F: 3 clusters Score -3413865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -3413863.000000 Penalty: 4950.187500
	Iteration 61Q: 3 clusters Score -3413863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -3413864.250000 Penalty: 4950.187500
	Iteration 62Q: 3 clusters Score -3413864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3413863.500000 Penalty: 4950.187500
	Iteration 63Q: 3 clusters Score -3413864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3413867.500000 Penalty: 4950.187500
	Iteration 64Q: 3 clusters Score -3413868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3413873.500000 Penalty: 4950.187500
	Iteration 65Q: 3 clusters Score -3413874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3413872.000000 Penalty: 4950.187500
	Iteration 66Q: 3 clusters Score -3413872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -3413871.250000 Penalty: 4950.187500
	Iteration 67Q: 3 clusters Score -3413871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3413869.750000 Penalty: 4950.187500
	Iteration 68Q: 3 clusters Score -3413870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -3413870.000000 Penalty: 4950.187500
	Iteration 69Q: 3 clusters Score -3413870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3413869.500000 Penalty: 4950.187500
	Iteration 70Q: 3 clusters Score -3413870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3413870.750000 Penalty: 4950.187500
	Iteration 71Q: 3 clusters Score -3413871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -3413866.250000 Penalty: 4950.187500
	Iteration 72Q: 3 clusters Score -3413866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -3413867.750000 Penalty: 4950.187500
	Iteration 73Q: 3 clusters Score -3413868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -3413865.000000 Penalty: 4950.187500
	Iteration 74Q: 3 clusters Score -3413865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3413868.250000 Penalty: 4950.187500
	Iteration 75Q: 3 clusters Score -3413868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -3413870.750000 Penalty: 4950.187500
	Iteration 76Q: 3 clusters Score -3413871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -3413867.750000 Penalty: 4950.187500
	Iteration 77Q: 3 clusters Score -3413868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -3413870.500000 Penalty: 4950.187500
	Iteration 78Q: 3 clusters Score -3413870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3413870.250000 Penalty: 4950.187500
	Iteration 79Q: 3 clusters Score -3413870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3413870.250000 Penalty: 4950.187500
	Iteration 80F: 3 clusters Score -3413870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -88747.421875 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -88747.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -87188.234375 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -87188.23 nChanged 132
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: -87466.500000 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -87466.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87615.117188 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -87615.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87786.554688 Penalty: 3193.917725
	Iteration 3F: 3 clusters Score -87786.55 nChanged 30
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: -87914.195312 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -87914.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87969.085938 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -87969.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87996.992188 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -87996.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -88032.789062 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -88032.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88078.148438 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -88078.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -88127.460938 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -88127.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -88157.007812 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -88157.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -88174.687500 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -88174.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -88179.593750 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -88179.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -88179.593750 Penalty: 3193.917725
	Iteration 13F: 3 clusters Score -88179.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -212518.468750 Penalty: 1791.377319
	Iteration 0F: 2 clusters Score -212518.5 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 667 members 
Entering Unmasked Estep 
Score: -210306.500000 Penalty: 3582.754639
	Iteration 0F: 3 clusters Score -210306.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -210662.031250 Penalty: 3582.754639
	Iteration 1F: 3 clusters Score -210662 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -210778.781250 Penalty: 3582.754639
	Iteration 2F: 3 clusters Score -210778.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -210841.593750 Penalty: 3582.754639
	Iteration 3Q: 3 clusters Score -210841.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -210893.765625 Penalty: 3582.754639
	Iteration 4Q: 3 clusters Score -210893.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -210934.562500 Penalty: 3582.754639
	Iteration 5Q: 3 clusters Score -210934.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -210955.640625 Penalty: 3582.754639
	Iteration 6Q: 3 clusters Score -210955.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -210971.062500 Penalty: 3582.754639
	Iteration 7Q: 3 clusters Score -210971.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -210976.234375 Penalty: 3582.754639
	Iteration 8Q: 3 clusters Score -210976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -210980.687500 Penalty: 3582.754639
	Iteration 9Q: 3 clusters Score -210980.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -210985.312500 Penalty: 3582.754639
	Iteration 10Q: 3 clusters Score -210985.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -210989.281250 Penalty: 3582.754639
	Iteration 11Q: 3 clusters Score -210989.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -210994.375000 Penalty: 3582.754639
	Iteration 12Q: 3 clusters Score -210994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -210995.984375 Penalty: 3582.754639
	Iteration 13Q: 3 clusters Score -210996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -210995.984375 Penalty: 3582.754639
	Iteration 14F: 3 clusters Score -210996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Entering Unmasked Estep 
Score: -882733.062500 Penalty: 2169.146240
	Iteration 0F: 2 clusters Score -882733.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -877476.375000 Penalty: 4338.292480
	Iteration 0F: 3 clusters Score -877476.4 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -879039.687500 Penalty: 4338.292480
	Iteration 1F: 3 clusters Score -879039.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -879437.687500 Penalty: 4338.292480
	Iteration 2F: 3 clusters Score -879437.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -879712.250000 Penalty: 4338.292480
	Iteration 3F: 3 clusters Score -879712.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -879950.375000 Penalty: 4338.292480
	Iteration 4F: 3 clusters Score -879950.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -880162.375000 Penalty: 4338.292480
	Iteration 5Q: 3 clusters Score -880162.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -880352.562500 Penalty: 4338.292480
	Iteration 6Q: 3 clusters Score -880352.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -880517.687500 Penalty: 4338.292480
	Iteration 7Q: 3 clusters Score -880517.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -880631.187500 Penalty: 4338.292480
	Iteration 8Q: 3 clusters Score -880631.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -880716.812500 Penalty: 4338.292480
	Iteration 9Q: 3 clusters Score -880716.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -880785.375000 Penalty: 4338.292480
	Iteration 10Q: 3 clusters Score -880785.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -880846.375000 Penalty: 4338.292480
	Iteration 11Q: 3 clusters Score -880846.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -880896.750000 Penalty: 4338.292480
	Iteration 12Q: 3 clusters Score -880896.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -880955.625000 Penalty: 4338.292480
	Iteration 13Q: 3 clusters Score -880955.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -881020.437500 Penalty: 4338.292480
	Iteration 14Q: 3 clusters Score -881020.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -881077.812500 Penalty: 4338.292480
	Iteration 15Q: 3 clusters Score -881077.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -881142.812500 Penalty: 4338.292480
	Iteration 16Q: 3 clusters Score -881142.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -881205.875000 Penalty: 4338.292480
	Iteration 17Q: 3 clusters Score -881205.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -881257.125000 Penalty: 4338.292480
	Iteration 18Q: 3 clusters Score -881257.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -881295.500000 Penalty: 4338.292480
	Iteration 19Q: 3 clusters Score -881295.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -881338.312500 Penalty: 4338.292480
	Iteration 20F: 3 clusters Score -881338.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -881367.125000 Penalty: 4338.292480
	Iteration 21Q: 3 clusters Score -881367.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -881389.562500 Penalty: 4338.292480
	Iteration 22Q: 3 clusters Score -881389.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -881408.750000 Penalty: 4338.292480
	Iteration 23Q: 3 clusters Score -881408.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -881426.875000 Penalty: 4338.292480
	Iteration 24Q: 3 clusters Score -881426.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -881439.500000 Penalty: 4338.292480
	Iteration 25Q: 3 clusters Score -881439.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -881451.625000 Penalty: 4338.292480
	Iteration 26Q: 3 clusters Score -881451.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -881469.625000 Penalty: 4338.292480
	Iteration 27Q: 3 clusters Score -881469.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -881480.187500 Penalty: 4338.292480
	Iteration 28Q: 3 clusters Score -881480.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -881484.375000 Penalty: 4338.292480
	Iteration 29Q: 3 clusters Score -881484.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -881491.250000 Penalty: 4338.292480
	Iteration 30Q: 3 clusters Score -881491.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -881499.000000 Penalty: 4338.292480
	Iteration 31Q: 3 clusters Score -881499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -881501.750000 Penalty: 4338.292480
	Iteration 32Q: 3 clusters Score -881501.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -881505.187500 Penalty: 4338.292480
	Iteration 33Q: 3 clusters Score -881505.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -881513.125000 Penalty: 4338.292480
	Iteration 34Q: 3 clusters Score -881513.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -881517.625000 Penalty: 4338.292480
	Iteration 35Q: 3 clusters Score -881517.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -881518.687500 Penalty: 4338.292480
	Iteration 36Q: 3 clusters Score -881518.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -881520.562500 Penalty: 4338.292480
	Iteration 37Q: 3 clusters Score -881520.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -881521.875000 Penalty: 4338.292480
	Iteration 38Q: 3 clusters Score -881521.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -881522.500000 Penalty: 4338.292480
	Iteration 39Q: 3 clusters Score -881522.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -881523.500000 Penalty: 4338.292480
	Iteration 40F: 3 clusters Score -881523.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -881523.000000 Penalty: 4338.292480
	Iteration 41Q: 3 clusters Score -881523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -881524.062500 Penalty: 4338.292480
	Iteration 42Q: 3 clusters Score -881524.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -881524.062500 Penalty: 4338.292480
	Iteration 43F: 3 clusters Score -881524.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (40072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Entering Unmasked Estep 
Score: -6326585.000000 Penalty: 2628.411621
	Iteration 0F: 2 clusters Score -6326585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -6299376.500000 Penalty: 5256.823242
	Iteration 0F: 3 clusters Score -6299376 nChanged 18209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -6309514.000000 Penalty: 5256.823242
	Iteration 1F: 3 clusters Score -6309514 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -6310149.500000 Penalty: 5256.823242
	Iteration 2Q: 3 clusters Score -6310150 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -6310744.000000 Penalty: 5256.823242
	Iteration 3Q: 3 clusters Score -6310744 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -6311664.500000 Penalty: 5256.823242
	Iteration 4Q: 3 clusters Score -6311664 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -6313014.000000 Penalty: 5256.823242
	Iteration 5F: 3 clusters Score -6313014 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -6315058.500000 Penalty: 5256.823242
	Iteration 6F: 3 clusters Score -6315058 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -6317173.500000 Penalty: 5256.823242
	Iteration 7F: 3 clusters Score -6317174 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -6319031.000000 Penalty: 5256.823242
	Iteration 8F: 3 clusters Score -6319031 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -6320614.500000 Penalty: 5256.823242
	Iteration 9F: 3 clusters Score -6320614 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -6321821.000000 Penalty: 5256.823242
	Iteration 10Q: 3 clusters Score -6321821 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -6322789.000000 Penalty: 5256.823242
	Iteration 11Q: 3 clusters Score -6322789 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -6323474.000000 Penalty: 5256.823242
	Iteration 12Q: 3 clusters Score -6323474 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -6323863.500000 Penalty: 5256.823242
	Iteration 13Q: 3 clusters Score -6323864 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -6324077.000000 Penalty: 5256.823242
	Iteration 14Q: 3 clusters Score -6324077 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -6324246.000000 Penalty: 5256.823242
	Iteration 15Q: 3 clusters Score -6324246 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -6324322.000000 Penalty: 5256.823242
	Iteration 16Q: 3 clusters Score -6324322 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -6324375.000000 Penalty: 5256.823242
	Iteration 17Q: 3 clusters Score -6324375 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -6324397.500000 Penalty: 5256.823242
	Iteration 18Q: 3 clusters Score -6324398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -6324424.000000 Penalty: 5256.823242
	Iteration 19Q: 3 clusters Score -6324424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -6324427.000000 Penalty: 5256.823242
	Iteration 20F: 3 clusters Score -6324427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -6324445.500000 Penalty: 5256.823242
	Iteration 21Q: 3 clusters Score -6324446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -6324460.000000 Penalty: 5256.823242
	Iteration 22Q: 3 clusters Score -6324460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -6324469.500000 Penalty: 5256.823242
	Iteration 23Q: 3 clusters Score -6324470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -6324469.500000 Penalty: 5256.823242
	Iteration 24Q: 3 clusters Score -6324470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -6324477.000000 Penalty: 5256.823242
	Iteration 25Q: 3 clusters Score -6324477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -6324493.000000 Penalty: 5256.823242
	Iteration 26Q: 3 clusters Score -6324493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -6324487.000000 Penalty: 5256.823242
	Iteration 27Q: 3 clusters Score -6324487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -6324498.000000 Penalty: 5256.823242
	Iteration 28Q: 3 clusters Score -6324498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -6324501.500000 Penalty: 5256.823242
	Iteration 29Q: 3 clusters Score -6324502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -6324508.500000 Penalty: 5256.823242
	Iteration 30Q: 3 clusters Score -6324508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -6324506.000000 Penalty: 5256.823242
	Iteration 31Q: 3 clusters Score -6324506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -6324508.000000 Penalty: 5256.823242
	Iteration 32Q: 3 clusters Score -6324508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -6324512.000000 Penalty: 5256.823242
	Iteration 33Q: 3 clusters Score -6324512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -6324515.500000 Penalty: 5256.823242
	Iteration 34Q: 3 clusters Score -6324516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -6324514.500000 Penalty: 5256.823242
	Iteration 35Q: 3 clusters Score -6324514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -6324516.500000 Penalty: 5256.823242
	Iteration 36Q: 3 clusters Score -6324516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -6324516.500000 Penalty: 5256.823242
	Iteration 37Q: 3 clusters Score -6324516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -6324516.500000 Penalty: 5256.823242
	Iteration 38F: 3 clusters Score -6324516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -299372.781250 Penalty: 1881.904297
	Iteration 0F: 2 clusters Score -299372.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -296762.062500 Penalty: 3763.808594
	Iteration 0F: 3 clusters Score -296762.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -297433.906250 Penalty: 3763.808594
	Iteration 1F: 3 clusters Score -297433.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -297685.093750 Penalty: 3763.808594
	Iteration 2F: 3 clusters Score -297685.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -297858.062500 Penalty: 3763.808594
	Iteration 3F: 3 clusters Score -297858.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -298007.812500 Penalty: 3763.808594
	Iteration 4Q: 3 clusters Score -298007.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -298133.687500 Penalty: 3763.808594
	Iteration 5Q: 3 clusters Score -298133.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -298219.406250 Penalty: 3763.808594
	Iteration 6Q: 3 clusters Score -298219.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -298305.656250 Penalty: 3763.808594
	Iteration 7Q: 3 clusters Score -298305.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -298353.968750 Penalty: 3763.808594
	Iteration 8Q: 3 clusters Score -298354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -298378.718750 Penalty: 3763.808594
	Iteration 9Q: 3 clusters Score -298378.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -298398.343750 Penalty: 3763.808594
	Iteration 10Q: 3 clusters Score -298398.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -298419.656250 Penalty: 3763.808594
	Iteration 11Q: 3 clusters Score -298419.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -298438.218750 Penalty: 3763.808594
	Iteration 12Q: 3 clusters Score -298438.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -298447.687500 Penalty: 3763.808594
	Iteration 13Q: 3 clusters Score -298447.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -298458.187500 Penalty: 3763.808594
	Iteration 14Q: 3 clusters Score -298458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -298461.656250 Penalty: 3763.808594
	Iteration 15Q: 3 clusters Score -298461.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -298465.187500 Penalty: 3763.808594
	Iteration 16Q: 3 clusters Score -298465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -298465.968750 Penalty: 3763.808594
	Iteration 17Q: 3 clusters Score -298466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -298466.937500 Penalty: 3763.808594
	Iteration 18Q: 3 clusters Score -298466.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -298468.000000 Penalty: 3763.808594
	Iteration 19Q: 3 clusters Score -298468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -298469.125000 Penalty: 3763.808594
	Iteration 20F: 3 clusters Score -298469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -298470.125000 Penalty: 3763.808594
	Iteration 21Q: 3 clusters Score -298470.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -298474.031250 Penalty: 3763.808594
	Iteration 22Q: 3 clusters Score -298474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -298474.031250 Penalty: 3763.808594
	Iteration 23F: 3 clusters Score -298474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (83 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Entering Unmasked Estep 
Score: -8432.240234 Penalty: 1095.872437
	Iteration 0F: 2 clusters Score -8432.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7793.595215 Penalty: 2191.744873
	Iteration 0F: 3 clusters Score -7793.595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Entering Unmasked Estep 
Score: -647809.250000 Penalty: 2068.196045
	Iteration 0F: 2 clusters Score -647809.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -643820.750000 Penalty: 4136.392090
	Iteration 0F: 3 clusters Score -643820.8 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -644804.312500 Penalty: 4136.392090
	Iteration 1F: 3 clusters Score -644804.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -645023.062500 Penalty: 4136.392090
	Iteration 2F: 3 clusters Score -645023.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -645157.187500 Penalty: 4136.392090
	Iteration 3F: 3 clusters Score -645157.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -645292.375000 Penalty: 4136.392090
	Iteration 4Q: 3 clusters Score -645292.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -645411.062500 Penalty: 4136.392090
	Iteration 5Q: 3 clusters Score -645411.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -645520.937500 Penalty: 4136.392090
	Iteration 6Q: 3 clusters Score -645520.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -645624.187500 Penalty: 4136.392090
	Iteration 7Q: 3 clusters Score -645624.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -645698.437500 Penalty: 4136.392090
	Iteration 8Q: 3 clusters Score -645698.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -645771.875000 Penalty: 4136.392090
	Iteration 9Q: 3 clusters Score -645771.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -645831.812500 Penalty: 4136.392090
	Iteration 10Q: 3 clusters Score -645831.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -645887.625000 Penalty: 4136.392090
	Iteration 11Q: 3 clusters Score -645887.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -645932.562500 Penalty: 4136.392090
	Iteration 12Q: 3 clusters Score -645932.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -645965.687500 Penalty: 4136.392090
	Iteration 13Q: 3 clusters Score -645965.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -645995.687500 Penalty: 4136.392090
	Iteration 14Q: 3 clusters Score -645995.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -646025.250000 Penalty: 4136.392090
	Iteration 15Q: 3 clusters Score -646025.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -646042.250000 Penalty: 4136.392090
	Iteration 16Q: 3 clusters Score -646042.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -646057.437500 Penalty: 4136.392090
	Iteration 17Q: 3 clusters Score -646057.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -646067.750000 Penalty: 4136.392090
	Iteration 18Q: 3 clusters Score -646067.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -646075.625000 Penalty: 4136.392090
	Iteration 19Q: 3 clusters Score -646075.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -646079.937500 Penalty: 4136.392090
	Iteration 20F: 3 clusters Score -646079.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -646082.625000 Penalty: 4136.392090
	Iteration 21Q: 3 clusters Score -646082.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -646087.312500 Penalty: 4136.392090
	Iteration 22Q: 3 clusters Score -646087.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -646091.750000 Penalty: 4136.392090
	Iteration 23Q: 3 clusters Score -646091.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -646096.750000 Penalty: 4136.392090
	Iteration 24Q: 3 clusters Score -646096.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -646102.937500 Penalty: 4136.392090
	Iteration 25Q: 3 clusters Score -646102.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -646108.437500 Penalty: 4136.392090
	Iteration 26Q: 3 clusters Score -646108.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -646118.312500 Penalty: 4136.392090
	Iteration 27Q: 3 clusters Score -646118.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -646121.937500 Penalty: 4136.392090
	Iteration 28Q: 3 clusters Score -646121.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -646127.937500 Penalty: 4136.392090
	Iteration 29Q: 3 clusters Score -646127.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -646131.375000 Penalty: 4136.392090
	Iteration 30Q: 3 clusters Score -646131.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -646136.062500 Penalty: 4136.392090
	Iteration 31Q: 3 clusters Score -646136.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -646141.937500 Penalty: 4136.392090
	Iteration 32Q: 3 clusters Score -646141.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -646148.000000 Penalty: 4136.392090
	Iteration 33Q: 3 clusters Score -646148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -646150.250000 Penalty: 4136.392090
	Iteration 34Q: 3 clusters Score -646150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -646153.875000 Penalty: 4136.392090
	Iteration 35Q: 3 clusters Score -646153.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -646156.062500 Penalty: 4136.392090
	Iteration 36Q: 3 clusters Score -646156.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -646159.187500 Penalty: 4136.392090
	Iteration 37Q: 3 clusters Score -646159.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -646161.375000 Penalty: 4136.392090
	Iteration 38Q: 3 clusters Score -646161.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -646164.937500 Penalty: 4136.392090
	Iteration 39Q: 3 clusters Score -646164.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -646166.312500 Penalty: 4136.392090
	Iteration 40F: 3 clusters Score -646166.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -646171.000000 Penalty: 4136.392090
	Iteration 41Q: 3 clusters Score -646171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -646176.125000 Penalty: 4136.392090
	Iteration 42Q: 3 clusters Score -646176.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -646178.062500 Penalty: 4136.392090
	Iteration 43Q: 3 clusters Score -646178.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -646181.812500 Penalty: 4136.392090
	Iteration 44Q: 3 clusters Score -646181.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -646181.312500 Penalty: 4136.392090
	Iteration 45Q: 3 clusters Score -646181.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -646182.437500 Penalty: 4136.392090
	Iteration 46Q: 3 clusters Score -646182.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -646183.375000 Penalty: 4136.392090
	Iteration 47Q: 3 clusters Score -646183.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -646184.687500 Penalty: 4136.392090
	Iteration 48Q: 3 clusters Score -646184.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -646187.125000 Penalty: 4136.392090
	Iteration 49Q: 3 clusters Score -646187.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -646188.125000 Penalty: 4136.392090
	Iteration 50Q: 3 clusters Score -646188.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -646190.125000 Penalty: 4136.392090
	Iteration 51Q: 3 clusters Score -646190.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -646193.187500 Penalty: 4136.392090
	Iteration 52Q: 3 clusters Score -646193.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -646195.062500 Penalty: 4136.392090
	Iteration 53Q: 3 clusters Score -646195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -646195.312500 Penalty: 4136.392090
	Iteration 54Q: 3 clusters Score -646195.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -646196.000000 Penalty: 4136.392090
	Iteration 55Q: 3 clusters Score -646196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -646198.187500 Penalty: 4136.392090
	Iteration 56Q: 3 clusters Score -646198.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -646198.437500 Penalty: 4136.392090
	Iteration 57Q: 3 clusters Score -646198.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -646198.437500 Penalty: 4136.392090
	Iteration 58F: 3 clusters Score -646198.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (14779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Entering Unmasked Estep 
Score: -2187116.250000 Penalty: 2381.038818
	Iteration 0F: 2 clusters Score -2187116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2176417.000000 Penalty: 4762.077637
	Iteration 0F: 3 clusters Score -2176417 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2179900.500000 Penalty: 4762.077637
	Iteration 1F: 3 clusters Score -2179900 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2180415.250000 Penalty: 4762.077637
	Iteration 2F: 3 clusters Score -2180415 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2180902.000000 Penalty: 4762.077637
	Iteration 3F: 3 clusters Score -2180902 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2181430.000000 Penalty: 4762.077637
	Iteration 4F: 3 clusters Score -2181430 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2181940.750000 Penalty: 4762.077637
	Iteration 5F: 3 clusters Score -2181941 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2182439.250000 Penalty: 4762.077637
	Iteration 6F: 3 clusters Score -2182439 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2182913.500000 Penalty: 4762.077637
	Iteration 7F: 3 clusters Score -2182914 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2183382.250000 Penalty: 4762.077637
	Iteration 8Q: 3 clusters Score -2183382 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2183818.250000 Penalty: 4762.077637
	Iteration 9Q: 3 clusters Score -2183818 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2184229.750000 Penalty: 4762.077637
	Iteration 10Q: 3 clusters Score -2184230 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2184584.500000 Penalty: 4762.077637
	Iteration 11Q: 3 clusters Score -2184584 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2184886.000000 Penalty: 4762.077637
	Iteration 12Q: 3 clusters Score -2184886 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2185137.500000 Penalty: 4762.077637
	Iteration 13Q: 3 clusters Score -2185138 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2185347.750000 Penalty: 4762.077637
	Iteration 14Q: 3 clusters Score -2185348 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2185498.250000 Penalty: 4762.077637
	Iteration 15Q: 3 clusters Score -2185498 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2185626.000000 Penalty: 4762.077637
	Iteration 16Q: 3 clusters Score -2185626 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2185715.500000 Penalty: 4762.077637
	Iteration 17Q: 3 clusters Score -2185716 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2185776.250000 Penalty: 4762.077637
	Iteration 18Q: 3 clusters Score -2185776 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2185828.750000 Penalty: 4762.077637
	Iteration 19Q: 3 clusters Score -2185829 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2185871.000000 Penalty: 4762.077637
	Iteration 20F: 3 clusters Score -2185871 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2185901.250000 Penalty: 4762.077637
	Iteration 21Q: 3 clusters Score -2185901 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2185915.750000 Penalty: 4762.077637
	Iteration 22Q: 3 clusters Score -2185916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2185937.750000 Penalty: 4762.077637
	Iteration 23Q: 3 clusters Score -2185938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2185947.750000 Penalty: 4762.077637
	Iteration 24Q: 3 clusters Score -2185948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2185956.000000 Penalty: 4762.077637
	Iteration 25Q: 3 clusters Score -2185956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2185968.750000 Penalty: 4762.077637
	Iteration 26Q: 3 clusters Score -2185969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2185977.000000 Penalty: 4762.077637
	Iteration 27Q: 3 clusters Score -2185977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2185987.500000 Penalty: 4762.077637
	Iteration 28Q: 3 clusters Score -2185988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2185998.500000 Penalty: 4762.077637
	Iteration 29Q: 3 clusters Score -2185998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2185998.500000 Penalty: 4762.077637
	Iteration 30Q: 3 clusters Score -2185998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2186002.500000 Penalty: 4762.077637
	Iteration 31Q: 3 clusters Score -2186002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2186010.250000 Penalty: 4762.077637
	Iteration 32Q: 3 clusters Score -2186010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2186012.000000 Penalty: 4762.077637
	Iteration 33Q: 3 clusters Score -2186012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2186013.000000 Penalty: 4762.077637
	Iteration 34Q: 3 clusters Score -2186013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2186014.000000 Penalty: 4762.077637
	Iteration 35Q: 3 clusters Score -2186014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2186016.000000 Penalty: 4762.077637
	Iteration 36Q: 3 clusters Score -2186016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2186016.750000 Penalty: 4762.077637
	Iteration 37Q: 3 clusters Score -2186017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2186019.500000 Penalty: 4762.077637
	Iteration 38Q: 3 clusters Score -2186020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2186019.750000 Penalty: 4762.077637
	Iteration 39Q: 3 clusters Score -2186020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2186022.250000 Penalty: 4762.077637
	Iteration 40F: 3 clusters Score -2186022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2186027.750000 Penalty: 4762.077637
	Iteration 41Q: 3 clusters Score -2186028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2186035.500000 Penalty: 4762.077637
	Iteration 42Q: 3 clusters Score -2186036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2186037.000000 Penalty: 4762.077637
	Iteration 43Q: 3 clusters Score -2186037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2186037.750000 Penalty: 4762.077637
	Iteration 44Q: 3 clusters Score -2186038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2186040.000000 Penalty: 4762.077637
	Iteration 45Q: 3 clusters Score -2186040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2186042.250000 Penalty: 4762.077637
	Iteration 46Q: 3 clusters Score -2186042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2186043.500000 Penalty: 4762.077637
	Iteration 47Q: 3 clusters Score -2186044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2186041.750000 Penalty: 4762.077637
	Iteration 48Q: 3 clusters Score -2186042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2186039.500000 Penalty: 4762.077637
	Iteration 49Q: 3 clusters Score -2186040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2186040.750000 Penalty: 4762.077637
	Iteration 50Q: 3 clusters Score -2186041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2186043.250000 Penalty: 4762.077637
	Iteration 51Q: 3 clusters Score -2186043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2186041.500000 Penalty: 4762.077637
	Iteration 52Q: 3 clusters Score -2186042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2186041.500000 Penalty: 4762.077637
	Iteration 53F: 3 clusters Score -2186042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -45563.097656 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -45563.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -44270.855469 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -44270.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -44372.371094 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -44372.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -44379.621094 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -44379.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -44383.367188 Penalty: 2834.011475
	Iteration 3Q: 3 clusters Score -44383.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -44386.835938 Penalty: 2834.011475
	Iteration 4Q: 3 clusters Score -44386.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -44386.835938 Penalty: 2834.011475
	Iteration 5F: 3 clusters Score -44386.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (15350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Entering Unmasked Estep 
Score: -2464887.750000 Penalty: 2390.439941
	Iteration 0F: 2 clusters Score -2464888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2453833.250000 Penalty: 4780.879883
	Iteration 0F: 3 clusters Score -2453833 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2457303.000000 Penalty: 4780.879883
	Iteration 1F: 3 clusters Score -2457303 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2457626.250000 Penalty: 4780.879883
	Iteration 2F: 3 clusters Score -2457626 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2457891.750000 Penalty: 4780.879883
	Iteration 3Q: 3 clusters Score -2457892 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2458125.250000 Penalty: 4780.879883
	Iteration 4Q: 3 clusters Score -2458125 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2458313.000000 Penalty: 4780.879883
	Iteration 5Q: 3 clusters Score -2458313 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2458551.500000 Penalty: 4780.879883
	Iteration 6Q: 3 clusters Score -2458552 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2458874.750000 Penalty: 4780.879883
	Iteration 7Q: 3 clusters Score -2458875 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2459325.250000 Penalty: 4780.879883
	Iteration 8F: 3 clusters Score -2459325 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2459964.000000 Penalty: 4780.879883
	Iteration 9F: 3 clusters Score -2459964 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2460655.000000 Penalty: 4780.879883
	Iteration 10F: 3 clusters Score -2460655 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2461228.250000 Penalty: 4780.879883
	Iteration 11F: 3 clusters Score -2461228 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2461695.750000 Penalty: 4780.879883
	Iteration 12Q: 3 clusters Score -2461696 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2462031.750000 Penalty: 4780.879883
	Iteration 13Q: 3 clusters Score -2462032 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2462258.500000 Penalty: 4780.879883
	Iteration 14Q: 3 clusters Score -2462258 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2462436.000000 Penalty: 4780.879883
	Iteration 15Q: 3 clusters Score -2462436 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2462565.250000 Penalty: 4780.879883
	Iteration 16Q: 3 clusters Score -2462565 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2462654.250000 Penalty: 4780.879883
	Iteration 17Q: 3 clusters Score -2462654 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2462723.250000 Penalty: 4780.879883
	Iteration 18Q: 3 clusters Score -2462723 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2462787.250000 Penalty: 4780.879883
	Iteration 19Q: 3 clusters Score -2462787 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2462833.250000 Penalty: 4780.879883
	Iteration 20F: 3 clusters Score -2462833 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2462867.000000 Penalty: 4780.879883
	Iteration 21Q: 3 clusters Score -2462867 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2462904.250000 Penalty: 4780.879883
	Iteration 22Q: 3 clusters Score -2462904 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2462930.250000 Penalty: 4780.879883
	Iteration 23Q: 3 clusters Score -2462930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2462953.250000 Penalty: 4780.879883
	Iteration 24Q: 3 clusters Score -2462953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2462960.000000 Penalty: 4780.879883
	Iteration 25Q: 3 clusters Score -2462960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2462969.250000 Penalty: 4780.879883
	Iteration 26Q: 3 clusters Score -2462969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2462973.500000 Penalty: 4780.879883
	Iteration 27Q: 3 clusters Score -2462974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2462979.500000 Penalty: 4780.879883
	Iteration 28Q: 3 clusters Score -2462980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2462994.750000 Penalty: 4780.879883
	Iteration 29Q: 3 clusters Score -2462995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2462999.750000 Penalty: 4780.879883
	Iteration 30Q: 3 clusters Score -2463000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2463014.250000 Penalty: 4780.879883
	Iteration 31Q: 3 clusters Score -2463014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2463015.000000 Penalty: 4780.879883
	Iteration 32Q: 3 clusters Score -2463015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2463022.250000 Penalty: 4780.879883
	Iteration 33Q: 3 clusters Score -2463022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2463022.500000 Penalty: 4780.879883
	Iteration 34Q: 3 clusters Score -2463022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2463027.250000 Penalty: 4780.879883
	Iteration 35Q: 3 clusters Score -2463027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2463037.000000 Penalty: 4780.879883
	Iteration 36Q: 3 clusters Score -2463037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2463039.250000 Penalty: 4780.879883
	Iteration 37Q: 3 clusters Score -2463039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2463038.750000 Penalty: 4780.879883
	Iteration 38Q: 3 clusters Score -2463039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2463048.500000 Penalty: 4780.879883
	Iteration 39Q: 3 clusters Score -2463048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2463052.000000 Penalty: 4780.879883
	Iteration 40F: 3 clusters Score -2463052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2463052.250000 Penalty: 4780.879883
	Iteration 41Q: 3 clusters Score -2463052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2463054.250000 Penalty: 4780.879883
	Iteration 42Q: 3 clusters Score -2463054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2463052.500000 Penalty: 4780.879883
	Iteration 43Q: 3 clusters Score -2463052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2463051.750000 Penalty: 4780.879883
	Iteration 44Q: 3 clusters Score -2463052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2463051.500000 Penalty: 4780.879883
	Iteration 45Q: 3 clusters Score -2463052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2463052.750000 Penalty: 4780.879883
	Iteration 46Q: 3 clusters Score -2463053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2463055.500000 Penalty: 4780.879883
	Iteration 47Q: 3 clusters Score -2463056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2463055.500000 Penalty: 4780.879883
	Iteration 48F: 3 clusters Score -2463056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (21585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Entering Unmasked Estep 
Score: -3472541.250000 Penalty: 2474.978760
	Iteration 0F: 2 clusters Score -3472541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3457426.250000 Penalty: 4949.957520
	Iteration 0F: 3 clusters Score -3457426 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -3462595.250000 Penalty: 4949.957520
	Iteration 1F: 3 clusters Score -3462595 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -3462970.750000 Penalty: 4949.957520
	Iteration 2Q: 3 clusters Score -3462971 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -3463290.250000 Penalty: 4949.957520
	Iteration 3Q: 3 clusters Score -3463290 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3463640.750000 Penalty: 4949.957520
	Iteration 4Q: 3 clusters Score -3463641 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -3464064.500000 Penalty: 4949.957520
	Iteration 5Q: 3 clusters Score -3464064 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3464592.000000 Penalty: 4949.957520
	Iteration 6Q: 3 clusters Score -3464592 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3465280.250000 Penalty: 4949.957520
	Iteration 7F: 3 clusters Score -3465280 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -3466147.500000 Penalty: 4949.957520
	Iteration 8F: 3 clusters Score -3466148 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -3467180.500000 Penalty: 4949.957520
	Iteration 9F: 3 clusters Score -3467180 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -3468219.000000 Penalty: 4949.957520
	Iteration 10F: 3 clusters Score -3468219 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -3469045.000000 Penalty: 4949.957520
	Iteration 11Q: 3 clusters Score -3469045 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3469617.250000 Penalty: 4949.957520
	Iteration 12Q: 3 clusters Score -3469617 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -3469937.500000 Penalty: 4949.957520
	Iteration 13Q: 3 clusters Score -3469938 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -3470129.250000 Penalty: 4949.957520
	Iteration 14Q: 3 clusters Score -3470129 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3470245.000000 Penalty: 4949.957520
	Iteration 15Q: 3 clusters Score -3470245 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -3470320.250000 Penalty: 4949.957520
	Iteration 16Q: 3 clusters Score -3470320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -3470377.000000 Penalty: 4949.957520
	Iteration 17Q: 3 clusters Score -3470377 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -3470419.750000 Penalty: 4949.957520
	Iteration 18Q: 3 clusters Score -3470420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3470452.250000 Penalty: 4949.957520
	Iteration 19Q: 3 clusters Score -3470452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -3470481.750000 Penalty: 4949.957520
	Iteration 20F: 3 clusters Score -3470482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3470495.250000 Penalty: 4949.957520
	Iteration 21Q: 3 clusters Score -3470495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3470507.250000 Penalty: 4949.957520
	Iteration 22Q: 3 clusters Score -3470507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3470516.500000 Penalty: 4949.957520
	Iteration 23Q: 3 clusters Score -3470516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3470520.250000 Penalty: 4949.957520
	Iteration 24Q: 3 clusters Score -3470520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3470521.000000 Penalty: 4949.957520
	Iteration 25Q: 3 clusters Score -3470521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3470521.000000 Penalty: 4949.957520
	Iteration 26F: 3 clusters Score -3470521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (4458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Entering Unmasked Estep 
Score: -664843.437500 Penalty: 2083.808838
	Iteration 0F: 2 clusters Score -664843.4 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 2202 members 
Entering Unmasked Estep 
Score: -660697.625000 Penalty: 4167.617676
	Iteration 0F: 3 clusters Score -660697.6 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -661699.187500 Penalty: 4167.617676
	Iteration 1F: 3 clusters Score -661699.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -661961.000000 Penalty: 4167.617676
	Iteration 2F: 3 clusters Score -661961 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -662172.625000 Penalty: 4167.617676
	Iteration 3F: 3 clusters Score -662172.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -662304.687500 Penalty: 4167.617676
	Iteration 4Q: 3 clusters Score -662304.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -662413.312500 Penalty: 4167.617676
	Iteration 5Q: 3 clusters Score -662413.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -662503.375000 Penalty: 4167.617676
	Iteration 6Q: 3 clusters Score -662503.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -662568.187500 Penalty: 4167.617676
	Iteration 7Q: 3 clusters Score -662568.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -662620.062500 Penalty: 4167.617676
	Iteration 8Q: 3 clusters Score -662620.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -662656.437500 Penalty: 4167.617676
	Iteration 9Q: 3 clusters Score -662656.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -662679.500000 Penalty: 4167.617676
	Iteration 10Q: 3 clusters Score -662679.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -662702.062500 Penalty: 4167.617676
	Iteration 11Q: 3 clusters Score -662702.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -662719.062500 Penalty: 4167.617676
	Iteration 12Q: 3 clusters Score -662719.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -662728.875000 Penalty: 4167.617676
	Iteration 13Q: 3 clusters Score -662728.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -662735.000000 Penalty: 4167.617676
	Iteration 14Q: 3 clusters Score -662735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -662740.687500 Penalty: 4167.617676
	Iteration 15Q: 3 clusters Score -662740.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -662746.125000 Penalty: 4167.617676
	Iteration 16Q: 3 clusters Score -662746.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -662749.062500 Penalty: 4167.617676
	Iteration 17Q: 3 clusters Score -662749.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -662753.187500 Penalty: 4167.617676
	Iteration 18Q: 3 clusters Score -662753.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -662753.812500 Penalty: 4167.617676
	Iteration 19Q: 3 clusters Score -662753.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -662755.437500 Penalty: 4167.617676
	Iteration 20F: 3 clusters Score -662755.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -662760.437500 Penalty: 4167.617676
	Iteration 21Q: 3 clusters Score -662760.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -662761.750000 Penalty: 4167.617676
	Iteration 22Q: 3 clusters Score -662761.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -662762.875000 Penalty: 4167.617676
	Iteration 23Q: 3 clusters Score -662762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -662764.750000 Penalty: 4167.617676
	Iteration 24Q: 3 clusters Score -662764.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -662765.875000 Penalty: 4167.617676
	Iteration 25Q: 3 clusters Score -662765.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -662766.687500 Penalty: 4167.617676
	Iteration 26Q: 3 clusters Score -662766.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -662768.250000 Penalty: 4167.617676
	Iteration 27Q: 3 clusters Score -662768.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -662769.250000 Penalty: 4167.617676
	Iteration 28Q: 3 clusters Score -662769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -662770.375000 Penalty: 4167.617676
	Iteration 29Q: 3 clusters Score -662770.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -662771.687500 Penalty: 4167.617676
	Iteration 30Q: 3 clusters Score -662771.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -662772.250000 Penalty: 4167.617676
	Iteration 31Q: 3 clusters Score -662772.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -662774.062500 Penalty: 4167.617676
	Iteration 32Q: 3 clusters Score -662774.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -662772.937500 Penalty: 4167.617676
	Iteration 33Q: 3 clusters Score -662772.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -662777.062500 Penalty: 4167.617676
	Iteration 34Q: 3 clusters Score -662777.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -662780.937500 Penalty: 4167.617676
	Iteration 35Q: 3 clusters Score -662780.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -662781.500000 Penalty: 4167.617676
	Iteration 36Q: 3 clusters Score -662781.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -662783.437500 Penalty: 4167.617676
	Iteration 37Q: 3 clusters Score -662783.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -662785.812500 Penalty: 4167.617676
	Iteration 38Q: 3 clusters Score -662785.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -662787.562500 Penalty: 4167.617676
	Iteration 39Q: 3 clusters Score -662787.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -662792.062500 Penalty: 4167.617676
	Iteration 40F: 3 clusters Score -662792.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -662796.875000 Penalty: 4167.617676
	Iteration 41Q: 3 clusters Score -662796.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -662798.812500 Penalty: 4167.617676
	Iteration 42Q: 3 clusters Score -662798.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -662804.500000 Penalty: 4167.617676
	Iteration 43Q: 3 clusters Score -662804.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -662806.437500 Penalty: 4167.617676
	Iteration 44Q: 3 clusters Score -662806.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -662809.562500 Penalty: 4167.617676
	Iteration 45Q: 3 clusters Score -662809.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -662810.375000 Penalty: 4167.617676
	Iteration 46Q: 3 clusters Score -662810.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -662811.375000 Penalty: 4167.617676
	Iteration 47Q: 3 clusters Score -662811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -662811.187500 Penalty: 4167.617676
	Iteration 48Q: 3 clusters Score -662811.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -662812.750000 Penalty: 4167.617676
	Iteration 49Q: 3 clusters Score -662812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -662814.000000 Penalty: 4167.617676
	Iteration 50Q: 3 clusters Score -662814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -662815.437500 Penalty: 4167.617676
	Iteration 51Q: 3 clusters Score -662815.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -662816.687500 Penalty: 4167.617676
	Iteration 52Q: 3 clusters Score -662816.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -662816.625000 Penalty: 4167.617676
	Iteration 53Q: 3 clusters Score -662816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -662816.625000 Penalty: 4167.617676
	Iteration 54F: 3 clusters Score -662816.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (4252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Entering Unmasked Estep 
Score: -656677.812500 Penalty: 2072.075928
	Iteration 0F: 2 clusters Score -656677.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -652655.812500 Penalty: 4144.151855
	Iteration 0F: 3 clusters Score -652655.8 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -653591.250000 Penalty: 4144.151855
	Iteration 1F: 3 clusters Score -653591.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -653766.500000 Penalty: 4144.151855
	Iteration 2F: 3 clusters Score -653766.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -653854.250000 Penalty: 4144.151855
	Iteration 3Q: 3 clusters Score -653854.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -653911.687500 Penalty: 4144.151855
	Iteration 4Q: 3 clusters Score -653911.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -653956.125000 Penalty: 4144.151855
	Iteration 5Q: 3 clusters Score -653956.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -654001.437500 Penalty: 4144.151855
	Iteration 6Q: 3 clusters Score -654001.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -654040.250000 Penalty: 4144.151855
	Iteration 7Q: 3 clusters Score -654040.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -654072.250000 Penalty: 4144.151855
	Iteration 8Q: 3 clusters Score -654072.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -654106.812500 Penalty: 4144.151855
	Iteration 9Q: 3 clusters Score -654106.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -654137.250000 Penalty: 4144.151855
	Iteration 10Q: 3 clusters Score -654137.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -654166.562500 Penalty: 4144.151855
	Iteration 11Q: 3 clusters Score -654166.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -654196.500000 Penalty: 4144.151855
	Iteration 12Q: 3 clusters Score -654196.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -654223.812500 Penalty: 4144.151855
	Iteration 13Q: 3 clusters Score -654223.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -654249.750000 Penalty: 4144.151855
	Iteration 14Q: 3 clusters Score -654249.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -654275.437500 Penalty: 4144.151855
	Iteration 15Q: 3 clusters Score -654275.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -654308.437500 Penalty: 4144.151855
	Iteration 16Q: 3 clusters Score -654308.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -654345.875000 Penalty: 4144.151855
	Iteration 17Q: 3 clusters Score -654345.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -654380.437500 Penalty: 4144.151855
	Iteration 18Q: 3 clusters Score -654380.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -654422.187500 Penalty: 4144.151855
	Iteration 19Q: 3 clusters Score -654422.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -654460.375000 Penalty: 4144.151855
	Iteration 20F: 3 clusters Score -654460.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -654502.687500 Penalty: 4144.151855
	Iteration 21Q: 3 clusters Score -654502.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -654541.187500 Penalty: 4144.151855
	Iteration 22Q: 3 clusters Score -654541.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -654572.000000 Penalty: 4144.151855
	Iteration 23Q: 3 clusters Score -654572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -654601.937500 Penalty: 4144.151855
	Iteration 24Q: 3 clusters Score -654601.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -654628.500000 Penalty: 4144.151855
	Iteration 25Q: 3 clusters Score -654628.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -654651.250000 Penalty: 4144.151855
	Iteration 26Q: 3 clusters Score -654651.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -654677.562500 Penalty: 4144.151855
	Iteration 27Q: 3 clusters Score -654677.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -654700.062500 Penalty: 4144.151855
	Iteration 28Q: 3 clusters Score -654700.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -654719.125000 Penalty: 4144.151855
	Iteration 29Q: 3 clusters Score -654719.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -654729.312500 Penalty: 4144.151855
	Iteration 30Q: 3 clusters Score -654729.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -654740.687500 Penalty: 4144.151855
	Iteration 31Q: 3 clusters Score -654740.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -654744.750000 Penalty: 4144.151855
	Iteration 32Q: 3 clusters Score -654744.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -654754.125000 Penalty: 4144.151855
	Iteration 33Q: 3 clusters Score -654754.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -654761.750000 Penalty: 4144.151855
	Iteration 34Q: 3 clusters Score -654761.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -654775.437500 Penalty: 4144.151855
	Iteration 35Q: 3 clusters Score -654775.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -654783.625000 Penalty: 4144.151855
	Iteration 36Q: 3 clusters Score -654783.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -654791.187500 Penalty: 4144.151855
	Iteration 37Q: 3 clusters Score -654791.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -654799.812500 Penalty: 4144.151855
	Iteration 38Q: 3 clusters Score -654799.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -654807.437500 Penalty: 4144.151855
	Iteration 39Q: 3 clusters Score -654807.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -654815.312500 Penalty: 4144.151855
	Iteration 40F: 3 clusters Score -654815.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -654829.437500 Penalty: 4144.151855
	Iteration 41Q: 3 clusters Score -654829.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -654843.687500 Penalty: 4144.151855
	Iteration 42Q: 3 clusters Score -654843.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -654850.875000 Penalty: 4144.151855
	Iteration 43Q: 3 clusters Score -654850.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -654861.125000 Penalty: 4144.151855
	Iteration 44Q: 3 clusters Score -654861.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -654865.062500 Penalty: 4144.151855
	Iteration 45Q: 3 clusters Score -654865.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -654867.937500 Penalty: 4144.151855
	Iteration 46Q: 3 clusters Score -654867.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -654870.812500 Penalty: 4144.151855
	Iteration 47Q: 3 clusters Score -654870.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -654873.125000 Penalty: 4144.151855
	Iteration 48Q: 3 clusters Score -654873.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -654875.187500 Penalty: 4144.151855
	Iteration 49Q: 3 clusters Score -654875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -654876.312500 Penalty: 4144.151855
	Iteration 50Q: 3 clusters Score -654876.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -654878.625000 Penalty: 4144.151855
	Iteration 51Q: 3 clusters Score -654878.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -654880.500000 Penalty: 4144.151855
	Iteration 52Q: 3 clusters Score -654880.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -654880.562500 Penalty: 4144.151855
	Iteration 53Q: 3 clusters Score -654880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -654880.687500 Penalty: 4144.151855
	Iteration 54Q: 3 clusters Score -654880.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -654879.187500 Penalty: 4144.151855
	Iteration 55Q: 3 clusters Score -654879.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -654879.187500 Penalty: 4144.151855
	Iteration 56F: 3 clusters Score -654879.2 nChanged 0
--- Evaluating fit on full set of 2403002 points ---
Entering Unmasked Estep 
Score: -371315808.000000 Penalty: 178539.968750
20->50 Clusters: Score -371315808.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 801000 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 40047 members 
Mstep: Class 3 contains 40018 members 
Mstep: Class 4 contains 39983 members 
Mstep: Class 5 contains 39890 members 
Mstep: Class 6 contains 40443 members 
Mstep: Class 7 contains 39853 members 
Mstep: Class 8 contains 40087 members 
Mstep: Class 9 contains 40275 members 
Mstep: Class 10 contains 39853 members 
Mstep: Class 11 contains 40106 members 
Mstep: Class 12 contains 40208 members 
Mstep: Class 13 contains 39970 members 
Mstep: Class 14 contains 40039 members 
Mstep: Class 15 contains 40048 members 
Mstep: Class 16 contains 40012 members 
Mstep: Class 17 contains 39839 members 
Mstep: Class 18 contains 40014 members 
Mstep: Class 19 contains 39964 members 
Mstep: Class 20 contains 40110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1598.987183 but Gain 3371.214844
Score: -116222896.000000 Penalty: 64053.121094
Iteration 0F: 20 clusters Score -1.162229e+08 nChanged 758345
Entering Unmasked Mstep 
Mstep: Class 0 contains 2389 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 13137 members 
Mstep: Class 3 contains 34320 members 
Mstep: Class 4 contains 319748 members 
Mstep: Class 5 contains 7491 members 
Mstep: Class 6 contains 13283 members 
Mstep: Class 7 contains 57873 members 
Mstep: Class 8 contains 18897 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 106259 members 
Mstep: Class 12 contains 44741 members 
Mstep: Class 13 contains 18641 members 
Mstep: Class 14 contains 16738 members 
Mstep: Class 15 contains 51905 members 
Mstep: Class 16 contains 8754 members 
Mstep: Class 17 contains 13013 members 
Mstep: Class 18 contains 31656 members 
Mstep: Class 19 contains 19265 members 
Mstep: Class 20 contains 6713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119592008.000000 Penalty: 64053.121094
Iteration 1F: 20 clusters Score -1.19592e+08 nChanged 315885
Entering Unmasked Mstep 
Mstep: Class 0 contains 1904 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 16600 members 
Mstep: Class 3 contains 38220 members 
Mstep: Class 4 contains 326796 members 
Mstep: Class 5 contains 14175 members 
Mstep: Class 6 contains 7484 members 
Mstep: Class 7 contains 77734 members 
Mstep: Class 8 contains 17651 members 
Mstep: Class 9 contains 7382 members 
Mstep: Class 10 contains 93350 members 
Mstep: Class 12 contains 44058 members 
Mstep: Class 13 contains 12518 members 
Mstep: Class 14 contains 11756 members 
Mstep: Class 15 contains 60085 members 
Mstep: Class 16 contains 9383 members 
Mstep: Class 17 contains 22823 members 
Mstep: Class 18 contains 15892 members 
Mstep: Class 19 contains 11089 members 
Mstep: Class 20 contains 3532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120764944.000000 Penalty: 64053.121094
Iteration 2F: 20 clusters Score -1.207649e+08 nChanged 210378
Entering Unmasked Mstep 
Mstep: Class 0 contains 567 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 19134 members 
Mstep: Class 3 contains 49084 members 
Mstep: Class 4 contains 281681 members 
Mstep: Class 5 contains 17604 members 
Mstep: Class 6 contains 4544 members 
Mstep: Class 7 contains 94429 members 
Mstep: Class 8 contains 19999 members 
Mstep: Class 9 contains 6212 members 
Mstep: Class 10 contains 76479 members 
Mstep: Class 12 contains 61721 members 
Mstep: Class 13 contains 10252 members 
Mstep: Class 14 contains 15073 members 
Mstep: Class 15 contains 72558 members 
Mstep: Class 16 contains 12577 members 
Mstep: Class 17 contains 26819 members 
Mstep: Class 18 contains 10997 members 
Mstep: Class 19 contains 9574 members 
Mstep: Class 20 contains 3474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121382920.000000 Penalty: 64053.121094
Iteration 3F: 20 clusters Score -1.213829e+08 nChanged 140560
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 18531 members 
Mstep: Class 3 contains 66106 members 
Mstep: Class 4 contains 246467 members 
Mstep: Class 5 contains 18778 members 
Mstep: Class 6 contains 3190 members 
Mstep: Class 7 contains 100905 members 
Mstep: Class 8 contains 20796 members 
Mstep: Class 9 contains 3959 members 
Mstep: Class 10 contains 64460 members 
Mstep: Class 12 contains 70788 members 
Mstep: Class 13 contains 9178 members 
Mstep: Class 14 contains 17468 members 
Mstep: Class 15 contains 84941 members 
Mstep: Class 16 contains 17220 members 
Mstep: Class 17 contains 26133 members 
Mstep: Class 18 contains 9402 members 
Mstep: Class 19 contains 9802 members 
Mstep: Class 20 contains 5179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121650528.000000 Penalty: 64053.121094
Iteration 4F: 20 clusters Score -1.216505e+08 nChanged 98389
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 16954 members 
Mstep: Class 3 contains 86804 members 
Mstep: Class 4 contains 219235 members 
Mstep: Class 5 contains 19381 members 
Mstep: Class 6 contains 2170 members 
Mstep: Class 7 contains 102173 members 
Mstep: Class 8 contains 20925 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 55549 members 
Mstep: Class 12 contains 72427 members 
Mstep: Class 13 contains 9717 members 
Mstep: Class 14 contains 18157 members 
Mstep: Class 15 contains 94582 members 
Mstep: Class 16 contains 22839 members 
Mstep: Class 17 contains 23452 members 
Mstep: Class 18 contains 8807 members 
Mstep: Class 19 contains 10558 members 
Mstep: Class 20 contains 7074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121817144.000000 Penalty: 64053.121094
Iteration 5F: 20 clusters Score -1.218171e+08 nChanged 74219
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 16305 members 
Mstep: Class 3 contains 108336 members 
Mstep: Class 4 contains 199380 members 
Mstep: Class 5 contains 19250 members 
Mstep: Class 6 contains 1783 members 
Mstep: Class 7 contains 100949 members 
Mstep: Class 8 contains 20827 members 
Mstep: Class 9 contains 3050 members 
Mstep: Class 10 contains 48067 members 
Mstep: Class 12 contains 71986 members 
Mstep: Class 13 contains 11278 members 
Mstep: Class 14 contains 18294 members 
Mstep: Class 15 contains 98851 members 
Mstep: Class 16 contains 26702 members 
Mstep: Class 17 contains 20542 members 
Mstep: Class 18 contains 8931 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 8599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121926760.000000 Penalty: 64053.121094
Iteration 6F: 20 clusters Score -1.219268e+08 nChanged 59388
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 16850 members 
Mstep: Class 3 contains 128981 members 
Mstep: Class 4 contains 184149 members 
Mstep: Class 5 contains 18614 members 
Mstep: Class 6 contains 1819 members 
Mstep: Class 7 contains 98674 members 
Mstep: Class 8 contains 20549 members 
Mstep: Class 9 contains 3006 members 
Mstep: Class 10 contains 42574 members 
Mstep: Class 12 contains 71271 members 
Mstep: Class 13 contains 12766 members 
Mstep: Class 14 contains 18358 members 
Mstep: Class 15 contains 98670 members 
Mstep: Class 16 contains 28525 members 
Mstep: Class 17 contains 18375 members 
Mstep: Class 18 contains 9715 members 
Mstep: Class 19 contains 12485 members 
Mstep: Class 20 contains 9952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122001416.000000 Penalty: 64053.121094
Iteration 7F: 20 clusters Score -1.220014e+08 nChanged 47318
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 18028 members 
Mstep: Class 3 contains 148019 members 
Mstep: Class 4 contains 171766 members 
Mstep: Class 5 contains 17934 members 
Mstep: Class 6 contains 1818 members 
Mstep: Class 7 contains 95958 members 
Mstep: Class 8 contains 20007 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 10 contains 38748 members 
Mstep: Class 12 contains 70632 members 
Mstep: Class 13 contains 14088 members 
Mstep: Class 14 contains 18353 members 
Mstep: Class 15 contains 96049 members 
Mstep: Class 16 contains 28640 members 
Mstep: Class 17 contains 17217 members 
Mstep: Class 18 contains 11006 members 
Mstep: Class 19 contains 13870 members 
Mstep: Class 20 contains 11121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122051976.000000 Penalty: 64053.121094
Iteration 8F: 20 clusters Score -1.22052e+08 nChanged 38491
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 19433 members 
Mstep: Class 3 contains 163817 members 
Mstep: Class 4 contains 161787 members 
Mstep: Class 5 contains 17296 members 
Mstep: Class 6 contains 1815 members 
Mstep: Class 7 contains 93502 members 
Mstep: Class 8 contains 19385 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 36150 members 
Mstep: Class 12 contains 70113 members 
Mstep: Class 13 contains 15294 members 
Mstep: Class 14 contains 18132 members 
Mstep: Class 15 contains 92778 members 
Mstep: Class 16 contains 27864 members 
Mstep: Class 17 contains 16970 members 
Mstep: Class 18 contains 12249 members 
Mstep: Class 19 contains 15498 members 
Mstep: Class 20 contains 12123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122075600.000000 Penalty: 64053.121094
Iteration 9Q: 20 clusters Score -1.220756e+08 nChanged 30988
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 21018 members 
Mstep: Class 3 contains 174042 members 
Mstep: Class 4 contains 154562 members 
Mstep: Class 5 contains 16839 members 
Mstep: Class 6 contains 1811 members 
Mstep: Class 7 contains 91597 members 
Mstep: Class 8 contains 18774 members 
Mstep: Class 9 contains 2651 members 
Mstep: Class 10 contains 34298 members 
Mstep: Class 12 contains 69692 members 
Mstep: Class 13 contains 16541 members 
Mstep: Class 14 contains 17848 members 
Mstep: Class 15 contains 89899 members 
Mstep: Class 16 contains 27202 members 
Mstep: Class 17 contains 16960 members 
Mstep: Class 18 contains 13411 members 
Mstep: Class 19 contains 17397 members 
Mstep: Class 20 contains 13101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122091440.000000 Penalty: 64053.121094
Iteration 10Q: 20 clusters Score -1.220914e+08 nChanged 24901
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 22481 members 
Mstep: Class 3 contains 179553 members 
Mstep: Class 4 contains 149586 members 
Mstep: Class 5 contains 16608 members 
Mstep: Class 6 contains 1810 members 
Mstep: Class 7 contains 89936 members 
Mstep: Class 8 contains 18302 members 
Mstep: Class 9 contains 2332 members 
Mstep: Class 10 contains 32836 members 
Mstep: Class 12 contains 69349 members 
Mstep: Class 13 contains 17975 members 
Mstep: Class 14 contains 17623 members 
Mstep: Class 15 contains 87720 members 
Mstep: Class 16 contains 26946 members 
Mstep: Class 17 contains 16976 members 
Mstep: Class 18 contains 14340 members 
Mstep: Class 19 contains 19562 members 
Mstep: Class 20 contains 13922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122104736.000000 Penalty: 64053.121094
Iteration 11Q: 20 clusters Score -1.221047e+08 nChanged 21797
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 23807 members 
Mstep: Class 3 contains 181935 members 
Mstep: Class 4 contains 146030 members 
Mstep: Class 5 contains 16477 members 
Mstep: Class 6 contains 1810 members 
Mstep: Class 7 contains 88331 members 
Mstep: Class 8 contains 17935 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 31658 members 
Mstep: Class 12 contains 68990 members 
Mstep: Class 13 contains 19614 members 
Mstep: Class 14 contains 17460 members 
Mstep: Class 15 contains 85812 members 
Mstep: Class 16 contains 27443 members 
Mstep: Class 17 contains 16999 members 
Mstep: Class 18 contains 15106 members 
Mstep: Class 19 contains 21811 members 
Mstep: Class 20 contains 14659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122116728.000000 Penalty: 64053.121094
Iteration 12Q: 20 clusters Score -1.221167e+08 nChanged 20477
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 25057 members 
Mstep: Class 3 contains 182728 members 
Mstep: Class 4 contains 143001 members 
Mstep: Class 5 contains 16447 members 
Mstep: Class 6 contains 1811 members 
Mstep: Class 7 contains 86558 members 
Mstep: Class 8 contains 17648 members 
Mstep: Class 9 contains 1741 members 
Mstep: Class 10 contains 30677 members 
Mstep: Class 12 contains 68599 members 
Mstep: Class 13 contains 21510 members 
Mstep: Class 14 contains 17348 members 
Mstep: Class 15 contains 84006 members 
Mstep: Class 16 contains 28696 members 
Mstep: Class 17 contains 17029 members 
Mstep: Class 18 contains 15813 members 
Mstep: Class 19 contains 24080 members 
Mstep: Class 20 contains 15046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122130296.000000 Penalty: 64053.121094
Iteration 13Q: 20 clusters Score -1.221303e+08 nChanged 19735
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 26203 members 
Mstep: Class 3 contains 182208 members 
Mstep: Class 4 contains 140385 members 
Mstep: Class 5 contains 16566 members 
Mstep: Class 6 contains 1810 members 
Mstep: Class 7 contains 84597 members 
Mstep: Class 8 contains 17403 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 29840 members 
Mstep: Class 12 contains 68240 members 
Mstep: Class 13 contains 23554 members 
Mstep: Class 14 contains 17238 members 
Mstep: Class 15 contains 82239 members 
Mstep: Class 16 contains 30933 members 
Mstep: Class 17 contains 17068 members 
Mstep: Class 18 contains 16441 members 
Mstep: Class 19 contains 26214 members 
Mstep: Class 20 contains 15133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122143264.000000 Penalty: 64053.121094
Iteration 14Q: 20 clusters Score -1.221433e+08 nChanged 18629
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 27290 members 
Mstep: Class 3 contains 180430 members 
Mstep: Class 4 contains 138388 members 
Mstep: Class 5 contains 16875 members 
Mstep: Class 6 contains 1810 members 
Mstep: Class 7 contains 82688 members 
Mstep: Class 8 contains 17191 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 10 contains 29070 members 
Mstep: Class 12 contains 67824 members 
Mstep: Class 13 contains 25474 members 
Mstep: Class 14 contains 17137 members 
Mstep: Class 15 contains 80749 members 
Mstep: Class 16 contains 33735 members 
Mstep: Class 17 contains 17102 members 
Mstep: Class 18 contains 17056 members 
Mstep: Class 19 contains 28185 members 
Mstep: Class 20 contains 14992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122153856.000000 Penalty: 64053.121094
Iteration 15Q: 20 clusters Score -1.221539e+08 nChanged 16562
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 28278 members 
Mstep: Class 3 contains 178006 members 
Mstep: Class 4 contains 137068 members 
Mstep: Class 5 contains 17187 members 
Mstep: Class 6 contains 1809 members 
Mstep: Class 7 contains 80906 members 
Mstep: Class 8 contains 17028 members 
Mstep: Class 9 contains 1654 members 
Mstep: Class 10 contains 28377 members 
Mstep: Class 12 contains 67442 members 
Mstep: Class 13 contains 27182 members 
Mstep: Class 14 contains 17087 members 
Mstep: Class 15 contains 79468 members 
Mstep: Class 16 contains 36642 members 
Mstep: Class 17 contains 17120 members 
Mstep: Class 18 contains 17669 members 
Mstep: Class 19 contains 29885 members 
Mstep: Class 20 contains 14784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122163888.000000 Penalty: 64053.121094
Iteration 16Q: 20 clusters Score -1.221639e+08 nChanged 14644
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 29150 members 
Mstep: Class 3 contains 175382 members 
Mstep: Class 4 contains 136282 members 
Mstep: Class 5 contains 17448 members 
Mstep: Class 6 contains 1809 members 
Mstep: Class 7 contains 79314 members 
Mstep: Class 8 contains 16884 members 
Mstep: Class 9 contains 1654 members 
Mstep: Class 10 contains 27742 members 
Mstep: Class 12 contains 67049 members 
Mstep: Class 13 contains 28686 members 
Mstep: Class 14 contains 17080 members 
Mstep: Class 15 contains 78394 members 
Mstep: Class 16 contains 39371 members 
Mstep: Class 17 contains 17139 members 
Mstep: Class 18 contains 18299 members 
Mstep: Class 19 contains 31296 members 
Mstep: Class 20 contains 14558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122171104.000000 Penalty: 64053.121094
Iteration 17Q: 20 clusters Score -1.221711e+08 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 29897 members 
Mstep: Class 3 contains 173104 members 
Mstep: Class 4 contains 135686 members 
Mstep: Class 5 contains 17670 members 
Mstep: Class 6 contains 1809 members 
Mstep: Class 7 contains 77906 members 
Mstep: Class 8 contains 16762 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 27230 members 
Mstep: Class 12 contains 66694 members 
Mstep: Class 13 contains 29874 members 
Mstep: Class 14 contains 17092 members 
Mstep: Class 15 contains 77565 members 
Mstep: Class 16 contains 41845 members 
Mstep: Class 17 contains 17154 members 
Mstep: Class 18 contains 18814 members 
Mstep: Class 19 contains 32378 members 
Mstep: Class 20 contains 14382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122177088.000000 Penalty: 64053.121094
Iteration 18Q: 20 clusters Score -1.221771e+08 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 30515 members 
Mstep: Class 3 contains 170962 members 
Mstep: Class 4 contains 135353 members 
Mstep: Class 5 contains 17847 members 
Mstep: Class 6 contains 1810 members 
Mstep: Class 7 contains 76811 members 
Mstep: Class 8 contains 16668 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 26775 members 
Mstep: Class 12 contains 66421 members 
Mstep: Class 13 contains 30875 members 
Mstep: Class 14 contains 17067 members 
Mstep: Class 15 contains 76856 members 
Mstep: Class 16 contains 44086 members 
Mstep: Class 17 contains 17163 members 
Mstep: Class 18 contains 19182 members 
Mstep: Class 19 contains 33265 members 
Mstep: Class 20 contains 14192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122182240.000000 Penalty: 64053.121094
Iteration 19Q: 20 clusters Score -1.221822e+08 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 31087 members 
Mstep: Class 3 contains 168994 members 
Mstep: Class 4 contains 135206 members 
Mstep: Class 5 contains 18030 members 
Mstep: Class 6 contains 1810 members 
Mstep: Class 7 contains 76035 members 
Mstep: Class 8 contains 16627 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 26344 members 
Mstep: Class 12 contains 66152 members 
Mstep: Class 13 contains 31606 members 
Mstep: Class 14 contains 17079 members 
Mstep: Class 15 contains 76266 members 
Mstep: Class 16 contains 46043 members 
Mstep: Class 17 contains 17171 members 
Mstep: Class 18 contains 19436 members 
Mstep: Class 19 contains 33987 members 
Mstep: Class 20 contains 13985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122189128.000000 Penalty: 64053.121094
Iteration 20F: 20 clusters Score -1.221891e+08 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 31619 members 
Mstep: Class 3 contains 166737 members 
Mstep: Class 4 contains 135160 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 1807 members 
Mstep: Class 7 contains 73578 members 
Mstep: Class 8 contains 16583 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 25936 members 
Mstep: Class 12 contains 65884 members 
Mstep: Class 13 contains 33571 members 
Mstep: Class 14 contains 17096 members 
Mstep: Class 15 contains 75555 members 
Mstep: Class 16 contains 48362 members 
Mstep: Class 17 contains 17171 members 
Mstep: Class 18 contains 20277 members 
Mstep: Class 19 contains 34583 members 
Mstep: Class 20 contains 13854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122195016.000000 Penalty: 64053.121094
Iteration 21Q: 20 clusters Score -1.22195e+08 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 32224 members 
Mstep: Class 3 contains 164885 members 
Mstep: Class 4 contains 135037 members 
Mstep: Class 5 contains 18118 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 71073 members 
Mstep: Class 8 contains 16571 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 10 contains 25519 members 
Mstep: Class 12 contains 65635 members 
Mstep: Class 13 contains 35615 members 
Mstep: Class 14 contains 17158 members 
Mstep: Class 15 contains 74981 members 
Mstep: Class 16 contains 50461 members 
Mstep: Class 17 contains 17177 members 
Mstep: Class 18 contains 20981 members 
Mstep: Class 19 contains 34978 members 
Mstep: Class 20 contains 13783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122200840.000000 Penalty: 64053.121094
Iteration 22Q: 20 clusters Score -1.222008e+08 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 32772 members 
Mstep: Class 3 contains 163255 members 
Mstep: Class 4 contains 134894 members 
Mstep: Class 5 contains 18262 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 68583 members 
Mstep: Class 8 contains 16577 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 25052 members 
Mstep: Class 12 contains 65419 members 
Mstep: Class 13 contains 37717 members 
Mstep: Class 14 contains 17215 members 
Mstep: Class 15 contains 74523 members 
Mstep: Class 16 contains 52457 members 
Mstep: Class 17 contains 17183 members 
Mstep: Class 18 contains 21562 members 
Mstep: Class 19 contains 35241 members 
Mstep: Class 20 contains 13641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122205912.000000 Penalty: 64053.121094
Iteration 23Q: 20 clusters Score -1.222059e+08 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 33288 members 
Mstep: Class 3 contains 161699 members 
Mstep: Class 4 contains 134770 members 
Mstep: Class 5 contains 18423 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 66104 members 
Mstep: Class 8 contains 16642 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 24562 members 
Mstep: Class 12 contains 65251 members 
Mstep: Class 13 contains 39830 members 
Mstep: Class 14 contains 17297 members 
Mstep: Class 15 contains 74088 members 
Mstep: Class 16 contains 54367 members 
Mstep: Class 17 contains 17188 members 
Mstep: Class 18 contains 22036 members 
Mstep: Class 19 contains 35421 members 
Mstep: Class 20 contains 13517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122211200.000000 Penalty: 64053.121094
Iteration 24Q: 20 clusters Score -1.222112e+08 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 33769 members 
Mstep: Class 3 contains 160228 members 
Mstep: Class 4 contains 134653 members 
Mstep: Class 5 contains 18553 members 
Mstep: Class 6 contains 1807 members 
Mstep: Class 7 contains 63671 members 
Mstep: Class 8 contains 16755 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 24089 members 
Mstep: Class 12 contains 65075 members 
Mstep: Class 13 contains 41887 members 
Mstep: Class 14 contains 17426 members 
Mstep: Class 15 contains 73723 members 
Mstep: Class 16 contains 56206 members 
Mstep: Class 17 contains 17195 members 
Mstep: Class 18 contains 22472 members 
Mstep: Class 19 contains 35508 members 
Mstep: Class 20 contains 13367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122215912.000000 Penalty: 64053.121094
Iteration 25Q: 20 clusters Score -1.222159e+08 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 34194 members 
Mstep: Class 3 contains 158975 members 
Mstep: Class 4 contains 134513 members 
Mstep: Class 5 contains 18682 members 
Mstep: Class 6 contains 1807 members 
Mstep: Class 7 contains 61286 members 
Mstep: Class 8 contains 16894 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 23636 members 
Mstep: Class 12 contains 64946 members 
Mstep: Class 13 contains 43737 members 
Mstep: Class 14 contains 17570 members 
Mstep: Class 15 contains 73406 members 
Mstep: Class 16 contains 57976 members 
Mstep: Class 17 contains 17197 members 
Mstep: Class 18 contains 22959 members 
Mstep: Class 19 contains 35476 members 
Mstep: Class 20 contains 13196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220296.000000 Penalty: 64053.121094
Iteration 26Q: 20 clusters Score -1.222203e+08 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 34621 members 
Mstep: Class 3 contains 157846 members 
Mstep: Class 4 contains 134405 members 
Mstep: Class 5 contains 18814 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 7 contains 59107 members 
Mstep: Class 8 contains 17095 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 23174 members 
Mstep: Class 12 contains 64816 members 
Mstep: Class 13 contains 45382 members 
Mstep: Class 14 contains 17723 members 
Mstep: Class 15 contains 73193 members 
Mstep: Class 16 contains 59596 members 
Mstep: Class 17 contains 17200 members 
Mstep: Class 18 contains 23366 members 
Mstep: Class 19 contains 35332 members 
Mstep: Class 20 contains 13030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225592.000000 Penalty: 64053.121094
Iteration 27Q: 20 clusters Score -1.222256e+08 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 35015 members 
Mstep: Class 3 contains 156860 members 
Mstep: Class 4 contains 134317 members 
Mstep: Class 5 contains 18901 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 7 contains 57017 members 
Mstep: Class 8 contains 17396 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 22684 members 
Mstep: Class 12 contains 64711 members 
Mstep: Class 13 contains 46910 members 
Mstep: Class 14 contains 17935 members 
Mstep: Class 15 contains 73035 members 
Mstep: Class 16 contains 61147 members 
Mstep: Class 17 contains 17203 members 
Mstep: Class 18 contains 23686 members 
Mstep: Class 19 contains 35101 members 
Mstep: Class 20 contains 12831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229352.000000 Penalty: 64053.121094
Iteration 28Q: 20 clusters Score -1.222294e+08 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 35392 members 
Mstep: Class 3 contains 156050 members 
Mstep: Class 4 contains 134307 members 
Mstep: Class 5 contains 18969 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 7 contains 55108 members 
Mstep: Class 8 contains 17790 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 22214 members 
Mstep: Class 12 contains 64597 members 
Mstep: Class 13 contains 48316 members 
Mstep: Class 14 contains 18148 members 
Mstep: Class 15 contains 72868 members 
Mstep: Class 16 contains 62565 members 
Mstep: Class 17 contains 17203 members 
Mstep: Class 18 contains 23847 members 
Mstep: Class 19 contains 34777 members 
Mstep: Class 20 contains 12640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122232856.000000 Penalty: 64053.121094
Iteration 29Q: 20 clusters Score -1.222329e+08 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 35802 members 
Mstep: Class 3 contains 155505 members 
Mstep: Class 4 contains 134327 members 
Mstep: Class 5 contains 18997 members 
Mstep: Class 6 contains 1807 members 
Mstep: Class 7 contains 53409 members 
Mstep: Class 8 contains 18218 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 21739 members 
Mstep: Class 12 contains 64483 members 
Mstep: Class 13 contains 49569 members 
Mstep: Class 14 contains 18401 members 
Mstep: Class 15 contains 72744 members 
Mstep: Class 16 contains 63755 members 
Mstep: Class 17 contains 17202 members 
Mstep: Class 18 contains 23873 members 
Mstep: Class 19 contains 34333 members 
Mstep: Class 20 contains 12457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122237552.000000 Penalty: 64053.121094
Iteration 30Q: 20 clusters Score -1.222376e+08 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 36215 members 
Mstep: Class 3 contains 155058 members 
Mstep: Class 4 contains 134336 members 
Mstep: Class 5 contains 18957 members 
Mstep: Class 6 contains 1807 members 
Mstep: Class 7 contains 51963 members 
Mstep: Class 8 contains 18633 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 21324 members 
Mstep: Class 12 contains 64364 members 
Mstep: Class 13 contains 50597 members 
Mstep: Class 14 contains 18759 members 
Mstep: Class 15 contains 72645 members 
Mstep: Class 16 contains 64842 members 
Mstep: Class 17 contains 17203 members 
Mstep: Class 18 contains 23697 members 
Mstep: Class 19 contains 33962 members 
Mstep: Class 20 contains 12286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122241584.000000 Penalty: 64053.121094
Iteration 31Q: 20 clusters Score -1.222416e+08 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 36618 members 
Mstep: Class 3 contains 154577 members 
Mstep: Class 4 contains 134431 members 
Mstep: Class 5 contains 18908 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 50699 members 
Mstep: Class 8 contains 18942 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 20968 members 
Mstep: Class 12 contains 64236 members 
Mstep: Class 13 contains 51493 members 
Mstep: Class 14 contains 19245 members 
Mstep: Class 15 contains 72568 members 
Mstep: Class 16 contains 65856 members 
Mstep: Class 17 contains 17203 members 
Mstep: Class 18 contains 23342 members 
Mstep: Class 19 contains 33629 members 
Mstep: Class 20 contains 12140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246896.000000 Penalty: 64053.121094
Iteration 32Q: 20 clusters Score -1.222469e+08 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 37008 members 
Mstep: Class 3 contains 154142 members 
Mstep: Class 4 contains 134550 members 
Mstep: Class 5 contains 18960 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 49718 members 
Mstep: Class 8 contains 19120 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 20678 members 
Mstep: Class 12 contains 64083 members 
Mstep: Class 13 contains 52151 members 
Mstep: Class 14 contains 19688 members 
Mstep: Class 15 contains 72479 members 
Mstep: Class 16 contains 66775 members 
Mstep: Class 17 contains 17202 members 
Mstep: Class 18 contains 22924 members 
Mstep: Class 19 contains 33328 members 
Mstep: Class 20 contains 12054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122251432.000000 Penalty: 64053.121094
Iteration 33Q: 20 clusters Score -1.222514e+08 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 37317 members 
Mstep: Class 3 contains 153764 members 
Mstep: Class 4 contains 134667 members 
Mstep: Class 5 contains 19139 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 48901 members 
Mstep: Class 8 contains 19181 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 20380 members 
Mstep: Class 12 contains 63936 members 
Mstep: Class 13 contains 52738 members 
Mstep: Class 14 contains 20074 members 
Mstep: Class 15 contains 72393 members 
Mstep: Class 16 contains 67705 members 
Mstep: Class 17 contains 17201 members 
Mstep: Class 18 contains 22432 members 
Mstep: Class 19 contains 33041 members 
Mstep: Class 20 contains 11989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122255072.000000 Penalty: 64053.121094
Iteration 34Q: 20 clusters Score -1.222551e+08 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 37540 members 
Mstep: Class 3 contains 153403 members 
Mstep: Class 4 contains 134807 members 
Mstep: Class 5 contains 19365 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 48236 members 
Mstep: Class 8 contains 19195 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 20109 members 
Mstep: Class 12 contains 63751 members 
Mstep: Class 13 contains 53302 members 
Mstep: Class 14 contains 20371 members 
Mstep: Class 15 contains 72374 members 
Mstep: Class 16 contains 68552 members 
Mstep: Class 17 contains 17201 members 
Mstep: Class 18 contains 21946 members 
Mstep: Class 19 contains 32751 members 
Mstep: Class 20 contains 11960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122257608.000000 Penalty: 64053.121094
Iteration 35Q: 20 clusters Score -1.222576e+08 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 37702 members 
Mstep: Class 3 contains 153077 members 
Mstep: Class 4 contains 134956 members 
Mstep: Class 5 contains 19624 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 47687 members 
Mstep: Class 8 contains 19179 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 19794 members 
Mstep: Class 12 contains 63585 members 
Mstep: Class 13 contains 53846 members 
Mstep: Class 14 contains 20598 members 
Mstep: Class 15 contains 72363 members 
Mstep: Class 16 contains 69261 members 
Mstep: Class 17 contains 17201 members 
Mstep: Class 18 contains 21531 members 
Mstep: Class 19 contains 32447 members 
Mstep: Class 20 contains 11993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122259880.000000 Penalty: 64053.121094
Iteration 36Q: 20 clusters Score -1.222599e+08 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 37823 members 
Mstep: Class 3 contains 152717 members 
Mstep: Class 4 contains 135111 members 
Mstep: Class 5 contains 19976 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 47229 members 
Mstep: Class 8 contains 19169 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 19400 members 
Mstep: Class 12 contains 63433 members 
Mstep: Class 13 contains 54333 members 
Mstep: Class 14 contains 20763 members 
Mstep: Class 15 contains 72405 members 
Mstep: Class 16 contains 69888 members 
Mstep: Class 17 contains 17200 members 
Mstep: Class 18 contains 21185 members 
Mstep: Class 19 contains 32183 members 
Mstep: Class 20 contains 12022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122261456.000000 Penalty: 64053.121094
Iteration 37Q: 20 clusters Score -1.222615e+08 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 37915 members 
Mstep: Class 3 contains 152375 members 
Mstep: Class 4 contains 135235 members 
Mstep: Class 5 contains 20364 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 46831 members 
Mstep: Class 8 contains 19145 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 18933 members 
Mstep: Class 12 contains 63294 members 
Mstep: Class 13 contains 54697 members 
Mstep: Class 14 contains 20893 members 
Mstep: Class 15 contains 72475 members 
Mstep: Class 16 contains 70500 members 
Mstep: Class 17 contains 17199 members 
Mstep: Class 18 contains 20938 members 
Mstep: Class 19 contains 31977 members 
Mstep: Class 20 contains 12064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122263128.000000 Penalty: 64053.121094
Iteration 38Q: 20 clusters Score -1.222631e+08 nChanged 4860
Entering ConstructFrom: 
Score: -122263128.000000 Penalty: 64053.121094
Entering ConstructFrom: 
Trying to split cluster 1 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -380303.468750 Penalty: 1952.935303
	Iteration 0F: 2 clusters Score -380303.5 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 1323 members 
Entering Unmasked Estep 
Score: -377424.968750 Penalty: 3905.870605
	Iteration 0F: 3 clusters Score -377425 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -378888.406250 Penalty: 3905.870605
	Iteration 1F: 3 clusters Score -378888.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -379936.843750 Penalty: 3905.870605
	Iteration 2F: 3 clusters Score -379936.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -380906.687500 Penalty: 3905.870605
	Iteration 3F: 3 clusters Score -380906.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -381572.937500 Penalty: 3905.870605
	Iteration 4F: 3 clusters Score -381572.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -381839.125000 Penalty: 3905.870605
	Iteration 5Q: 3 clusters Score -381839.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -381963.375000 Penalty: 3905.870605
	Iteration 6Q: 3 clusters Score -381963.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -382001.656250 Penalty: 3905.870605
	Iteration 7Q: 3 clusters Score -382001.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -382010.125000 Penalty: 3905.870605
	Iteration 8Q: 3 clusters Score -382010.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -382015.906250 Penalty: 3905.870605
	Iteration 9Q: 3 clusters Score -382015.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -382020.156250 Penalty: 3905.870605
	Iteration 10Q: 3 clusters Score -382020.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -382020.156250 Penalty: 3905.870605
	Iteration 11F: 3 clusters Score -382020.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 152025 members 
Mstep: Class 4 contains 135356 members 
Mstep: Class 5 contains 20782 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 46538 members 
Mstep: Class 8 contains 19103 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 18422 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 63138 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 21002 members 
Mstep: Class 15 contains 72550 members 
Mstep: Class 16 contains 71054 members 
Mstep: Class 17 contains 17198 members 
Mstep: Class 18 contains 20723 members 
Mstep: Class 19 contains 31798 members 
Mstep: Class 20 contains 12141 members 
Entering Unmasked Estep 
Score: -122263960.000000 Penalty: 67424.335938
Splitting cluster 1 changes total score from -122263128.000000 to -122263960.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 2 (37987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Entering Unmasked Estep 
Score: -5954492.500000 Penalty: 2615.159668
	Iteration 0F: 2 clusters Score -5954492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -5928975.500000 Penalty: 5230.319336
	Iteration 0F: 3 clusters Score -5928976 nChanged 17201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -5938543.000000 Penalty: 5230.319336
	Iteration 1F: 3 clusters Score -5938543 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -5939417.500000 Penalty: 5230.319336
	Iteration 2F: 3 clusters Score -5939418 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -5940283.500000 Penalty: 5230.319336
	Iteration 3Q: 3 clusters Score -5940284 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -5941211.000000 Penalty: 5230.319336
	Iteration 4F: 3 clusters Score -5941211 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -5942177.000000 Penalty: 5230.319336
	Iteration 5F: 3 clusters Score -5942177 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -5943122.000000 Penalty: 5230.319336
	Iteration 6F: 3 clusters Score -5943122 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -5944028.500000 Penalty: 5230.319336
	Iteration 7Q: 3 clusters Score -5944028 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -5944960.500000 Penalty: 5230.319336
	Iteration 8Q: 3 clusters Score -5944960 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -5945974.000000 Penalty: 5230.319336
	Iteration 9Q: 3 clusters Score -5945974 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -5947027.500000 Penalty: 5230.319336
	Iteration 10Q: 3 clusters Score -5947028 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -5948145.000000 Penalty: 5230.319336
	Iteration 11Q: 3 clusters Score -5948145 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -5949140.000000 Penalty: 5230.319336
	Iteration 12Q: 3 clusters Score -5949140 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -5950018.500000 Penalty: 5230.319336
	Iteration 13Q: 3 clusters Score -5950018 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -5950817.000000 Penalty: 5230.319336
	Iteration 14Q: 3 clusters Score -5950817 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -5951462.000000 Penalty: 5230.319336
	Iteration 15Q: 3 clusters Score -5951462 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -5952017.500000 Penalty: 5230.319336
	Iteration 16Q: 3 clusters Score -5952018 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -5952499.500000 Penalty: 5230.319336
	Iteration 17Q: 3 clusters Score -5952500 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -5952843.500000 Penalty: 5230.319336
	Iteration 18Q: 3 clusters Score -5952844 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -5953077.500000 Penalty: 5230.319336
	Iteration 19Q: 3 clusters Score -5953078 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -5953235.000000 Penalty: 5230.319336
	Iteration 20F: 3 clusters Score -5953235 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -5953375.500000 Penalty: 5230.319336
	Iteration 21Q: 3 clusters Score -5953376 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5953466.500000 Penalty: 5230.319336
	Iteration 22Q: 3 clusters Score -5953466 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5953533.000000 Penalty: 5230.319336
	Iteration 23Q: 3 clusters Score -5953533 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -5953554.500000 Penalty: 5230.319336
	Iteration 24Q: 3 clusters Score -5953554 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5953599.500000 Penalty: 5230.319336
	Iteration 25Q: 3 clusters Score -5953600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5953624.500000 Penalty: 5230.319336
	Iteration 26Q: 3 clusters Score -5953624 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5953643.500000 Penalty: 5230.319336
	Iteration 27Q: 3 clusters Score -5953644 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5953647.500000 Penalty: 5230.319336
	Iteration 28Q: 3 clusters Score -5953648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5953667.500000 Penalty: 5230.319336
	Iteration 29Q: 3 clusters Score -5953668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5953674.000000 Penalty: 5230.319336
	Iteration 30Q: 3 clusters Score -5953674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5953671.500000 Penalty: 5230.319336
	Iteration 31Q: 3 clusters Score -5953672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5953681.000000 Penalty: 5230.319336
	Iteration 32Q: 3 clusters Score -5953681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -5953686.500000 Penalty: 5230.319336
	Iteration 33Q: 3 clusters Score -5953686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5953686.000000 Penalty: 5230.319336
	Iteration 34Q: 3 clusters Score -5953686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5953680.000000 Penalty: 5230.319336
	Iteration 35Q: 3 clusters Score -5953680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -5953679.000000 Penalty: 5230.319336
	Iteration 36Q: 3 clusters Score -5953679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5953691.000000 Penalty: 5230.319336
	Iteration 37Q: 3 clusters Score -5953691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -5953693.000000 Penalty: 5230.319336
	Iteration 38Q: 3 clusters Score -5953693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5953697.500000 Penalty: 5230.319336
	Iteration 39Q: 3 clusters Score -5953698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5953695.000000 Penalty: 5230.319336
	Iteration 40F: 3 clusters Score -5953695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5953695.500000 Penalty: 5230.319336
	Iteration 41Q: 3 clusters Score -5953696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5953697.000000 Penalty: 5230.319336
	Iteration 42Q: 3 clusters Score -5953697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5953697.000000 Penalty: 5230.319336
	Iteration 43Q: 3 clusters Score -5953697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5953701.000000 Penalty: 5230.319336
	Iteration 44Q: 3 clusters Score -5953701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5953712.000000 Penalty: 5230.319336
	Iteration 45Q: 3 clusters Score -5953712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5953721.500000 Penalty: 5230.319336
	Iteration 46Q: 3 clusters Score -5953722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -5953721.000000 Penalty: 5230.319336
	Iteration 47Q: 3 clusters Score -5953721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5953723.000000 Penalty: 5230.319336
	Iteration 48Q: 3 clusters Score -5953723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5953718.000000 Penalty: 5230.319336
	Iteration 49Q: 3 clusters Score -5953718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5953728.500000 Penalty: 5230.319336
	Iteration 50Q: 3 clusters Score -5953728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5953728.500000 Penalty: 5230.319336
	Iteration 51Q: 3 clusters Score -5953728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5953737.500000 Penalty: 5230.319336
	Iteration 52Q: 3 clusters Score -5953738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5953733.000000 Penalty: 5230.319336
	Iteration 53Q: 3 clusters Score -5953733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5953733.000000 Penalty: 5230.319336
	Iteration 54Q: 3 clusters Score -5953733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5953732.500000 Penalty: 5230.319336
	Iteration 55Q: 3 clusters Score -5953732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5953734.500000 Penalty: 5230.319336
	Iteration 56Q: 3 clusters Score -5953734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5953736.500000 Penalty: 5230.319336
	Iteration 57Q: 3 clusters Score -5953736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5953734.000000 Penalty: 5230.319336
	Iteration 58Q: 3 clusters Score -5953734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5953733.500000 Penalty: 5230.319336
	Iteration 59Q: 3 clusters Score -5953734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5953727.000000 Penalty: 5230.319336
	Iteration 60F: 3 clusters Score -5953727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5953728.000000 Penalty: 5230.319336
	Iteration 61Q: 3 clusters Score -5953728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5953730.000000 Penalty: 5230.319336
	Iteration 62Q: 3 clusters Score -5953730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -5953732.500000 Penalty: 5230.319336
	Iteration 63Q: 3 clusters Score -5953732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5953732.000000 Penalty: 5230.319336
	Iteration 64Q: 3 clusters Score -5953732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5953734.500000 Penalty: 5230.319336
	Iteration 65Q: 3 clusters Score -5953734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5953733.500000 Penalty: 5230.319336
	Iteration 66Q: 3 clusters Score -5953734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5953732.000000 Penalty: 5230.319336
	Iteration 67Q: 3 clusters Score -5953732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5953730.500000 Penalty: 5230.319336
	Iteration 68Q: 3 clusters Score -5953730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5953741.000000 Penalty: 5230.319336
	Iteration 69Q: 3 clusters Score -5953741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5953743.000000 Penalty: 5230.319336
	Iteration 70Q: 3 clusters Score -5953743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5953743.000000 Penalty: 5230.319336
	Iteration 71Q: 3 clusters Score -5953743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5953742.500000 Penalty: 5230.319336
	Iteration 72Q: 3 clusters Score -5953742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5953743.500000 Penalty: 5230.319336
	Iteration 73Q: 3 clusters Score -5953744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5953743.500000 Penalty: 5230.319336
	Iteration 74F: 3 clusters Score -5953744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (152025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152025 members 
Entering Unmasked Estep 
Score: -23150256.000000 Penalty: 2959.086426
	Iteration 0F: 2 clusters Score -2.315026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76185 members 
Mstep: Class 2 contains 75840 members 
Entering Unmasked Estep 
Score: -23055770.000000 Penalty: 5918.172852
	Iteration 0F: 3 clusters Score -2.305577e+07 nChanged 72645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80342 members 
Mstep: Class 2 contains 71683 members 
Entering Unmasked Estep 
Score: -23099024.000000 Penalty: 5918.172852
	Iteration 1F: 3 clusters Score -2.309902e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 69062 members 
Entering Unmasked Estep 
Score: -23100998.000000 Penalty: 5918.172852
	Iteration 2Q: 3 clusters Score -2.3101e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -23103818.000000 Penalty: 5918.172852
	Iteration 3Q: 3 clusters Score -2.310382e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92675 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -23108170.000000 Penalty: 5918.172852
	Iteration 4F: 3 clusters Score -2.310817e+07 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100272 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -23114158.000000 Penalty: 5918.172852
	Iteration 5F: 3 clusters Score -2.311416e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109305 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -23121972.000000 Penalty: 5918.172852
	Iteration 6F: 3 clusters Score -2.312197e+07 nChanged 10709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118646 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -23130220.000000 Penalty: 5918.172852
	Iteration 7F: 3 clusters Score -2.313022e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126650 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -23137012.000000 Penalty: 5918.172852
	Iteration 8F: 3 clusters Score -2.313701e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132793 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -23141926.000000 Penalty: 5918.172852
	Iteration 9Q: 3 clusters Score -2.314193e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137262 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -23144698.000000 Penalty: 5918.172852
	Iteration 10Q: 3 clusters Score -2.31447e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140471 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -23146546.000000 Penalty: 5918.172852
	Iteration 11Q: 3 clusters Score -2.314655e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142894 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -23147510.000000 Penalty: 5918.172852
	Iteration 12Q: 3 clusters Score -2.314751e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144590 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -23147994.000000 Penalty: 5918.172852
	Iteration 13Q: 3 clusters Score -2.314799e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145797 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -23148282.000000 Penalty: 5918.172852
	Iteration 14Q: 3 clusters Score -2.314828e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146690 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -23148642.000000 Penalty: 5918.172852
	Iteration 15Q: 3 clusters Score -2.314864e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147398 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -23148786.000000 Penalty: 5918.172852
	Iteration 16Q: 3 clusters Score -2.314879e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147885 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -23148886.000000 Penalty: 5918.172852
	Iteration 17Q: 3 clusters Score -2.314889e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148249 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -23148972.000000 Penalty: 5918.172852
	Iteration 18Q: 3 clusters Score -2.314897e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148552 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -23149056.000000 Penalty: 5918.172852
	Iteration 19Q: 3 clusters Score -2.314906e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148771 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -23149166.000000 Penalty: 5918.172852
	Iteration 20F: 3 clusters Score -2.314917e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148941 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -23149328.000000 Penalty: 5918.172852
	Iteration 21Q: 3 clusters Score -2.314933e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149068 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -23149438.000000 Penalty: 5918.172852
	Iteration 22Q: 3 clusters Score -2.314944e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149202 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -23149542.000000 Penalty: 5918.172852
	Iteration 23Q: 3 clusters Score -2.314954e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -23149656.000000 Penalty: 5918.172852
	Iteration 24Q: 3 clusters Score -2.314966e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149390 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -23149844.000000 Penalty: 5918.172852
	Iteration 25Q: 3 clusters Score -2.314984e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149436 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -23150092.000000 Penalty: 5918.172852
	Iteration 26Q: 3 clusters Score -2.315009e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149457 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -23150262.000000 Penalty: 5918.172852
	Iteration 27Q: 3 clusters Score -2.315026e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149442 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -23150494.000000 Penalty: 5918.172852
	Iteration 28Q: 3 clusters Score -2.315049e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149418 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -23150740.000000 Penalty: 5918.172852
	Iteration 29Q: 3 clusters Score -2.315074e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149393 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -23150926.000000 Penalty: 5918.172852
	Iteration 30Q: 3 clusters Score -2.315093e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149371 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -23151106.000000 Penalty: 5918.172852
	Iteration 31Q: 3 clusters Score -2.315111e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149373 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -23151266.000000 Penalty: 5918.172852
	Iteration 32Q: 3 clusters Score -2.315127e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149395 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -23151260.000000 Penalty: 5918.172852
	Iteration 33Q: 3 clusters Score -2.315126e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149448 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -23151334.000000 Penalty: 5918.172852
	Iteration 34Q: 3 clusters Score -2.315133e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149481 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -23151390.000000 Penalty: 5918.172852
	Iteration 35Q: 3 clusters Score -2.315139e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149516 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -23151386.000000 Penalty: 5918.172852
	Iteration 36Q: 3 clusters Score -2.315139e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149542 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -23151394.000000 Penalty: 5918.172852
	Iteration 37Q: 3 clusters Score -2.315139e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149560 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -23151412.000000 Penalty: 5918.172852
	Iteration 38Q: 3 clusters Score -2.315141e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149576 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -23151366.000000 Penalty: 5918.172852
	Iteration 39Q: 3 clusters Score -2.315137e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149589 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -23151462.000000 Penalty: 5918.172852
	Iteration 40F: 3 clusters Score -2.315146e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149524 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -23151584.000000 Penalty: 5918.172852
	Iteration 41Q: 3 clusters Score -2.315158e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149492 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -23151620.000000 Penalty: 5918.172852
	Iteration 42Q: 3 clusters Score -2.315162e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149470 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -23151686.000000 Penalty: 5918.172852
	Iteration 43Q: 3 clusters Score -2.315169e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149468 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -23151696.000000 Penalty: 5918.172852
	Iteration 44Q: 3 clusters Score -2.31517e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149468 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -23151710.000000 Penalty: 5918.172852
	Iteration 45Q: 3 clusters Score -2.315171e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149463 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -23151730.000000 Penalty: 5918.172852
	Iteration 46Q: 3 clusters Score -2.315173e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149470 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -23151738.000000 Penalty: 5918.172852
	Iteration 47Q: 3 clusters Score -2.315174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149474 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -23151736.000000 Penalty: 5918.172852
	Iteration 48Q: 3 clusters Score -2.315174e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149473 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -23151734.000000 Penalty: 5918.172852
	Iteration 49Q: 3 clusters Score -2.315173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149467 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -23151742.000000 Penalty: 5918.172852
	Iteration 50Q: 3 clusters Score -2.315174e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149471 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -23151732.000000 Penalty: 5918.172852
	Iteration 51Q: 3 clusters Score -2.315173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149469 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -23151744.000000 Penalty: 5918.172852
	Iteration 52Q: 3 clusters Score -2.315174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149467 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -23151776.000000 Penalty: 5918.172852
	Iteration 53Q: 3 clusters Score -2.315178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149463 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -23151760.000000 Penalty: 5918.172852
	Iteration 54Q: 3 clusters Score -2.315176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149467 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -23151768.000000 Penalty: 5918.172852
	Iteration 55Q: 3 clusters Score -2.315177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149471 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -23151764.000000 Penalty: 5918.172852
	Iteration 56Q: 3 clusters Score -2.315176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149469 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -23151808.000000 Penalty: 5918.172852
	Iteration 57Q: 3 clusters Score -2.315181e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149460 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -23151812.000000 Penalty: 5918.172852
	Iteration 58Q: 3 clusters Score -2.315181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149454 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -23151818.000000 Penalty: 5918.172852
	Iteration 59Q: 3 clusters Score -2.315182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149452 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -23151802.000000 Penalty: 5918.172852
	Iteration 60F: 3 clusters Score -2.31518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149451 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -23151818.000000 Penalty: 5918.172852
	Iteration 61Q: 3 clusters Score -2.315182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149449 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -23151826.000000 Penalty: 5918.172852
	Iteration 62Q: 3 clusters Score -2.315183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149450 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -23151820.000000 Penalty: 5918.172852
	Iteration 63Q: 3 clusters Score -2.315182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149450 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -23151820.000000 Penalty: 5918.172852
	Iteration 64F: 3 clusters Score -2.315182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 149450 members 
Mstep: Class 4 contains 135356 members 
Mstep: Class 5 contains 20782 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 46538 members 
Mstep: Class 8 contains 19103 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 18422 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 63138 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 21002 members 
Mstep: Class 15 contains 72550 members 
Mstep: Class 16 contains 71054 members 
Mstep: Class 17 contains 17198 members 
Mstep: Class 18 contains 20723 members 
Mstep: Class 19 contains 31798 members 
Mstep: Class 20 contains 12141 members 
Mstep: Class 21 contains 2575 members 
Entering Unmasked Estep 
Score: -122264608.000000 Penalty: 70795.554688
Splitting cluster 3 changes total score from -122263128.000000 to -122264608.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (135356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135356 members 
Entering Unmasked Estep 
Score: -21681182.000000 Penalty: 2930.284424
	Iteration 0F: 2 clusters Score -2.168118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67830 members 
Mstep: Class 2 contains 67526 members 
Entering Unmasked Estep 
Score: -21614988.000000 Penalty: 5860.568848
	Iteration 0F: 3 clusters Score -2.161499e+07 nChanged 64401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69559 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -21654018.000000 Penalty: 5860.568848
	Iteration 1F: 3 clusters Score -2.165402e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -21660554.000000 Penalty: 5860.568848
	Iteration 2F: 3 clusters Score -2.166055e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69641 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -21671700.000000 Penalty: 5860.568848
	Iteration 3F: 3 clusters Score -2.16717e+07 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65256 members 
Mstep: Class 2 contains 70100 members 
Entering Unmasked Estep 
Score: -21683532.000000 Penalty: 5860.568848
	Iteration 4F: 3 clusters Score -2.168353e+07 nChanged 12591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57813 members 
Mstep: Class 2 contains 77543 members 
Entering Unmasked Estep 
Score: -21694194.000000 Penalty: 5860.568848
	Iteration 5F: 3 clusters Score -2.169419e+07 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 85564 members 
Entering Unmasked Estep 
Score: -21702826.000000 Penalty: 5860.568848
	Iteration 6F: 3 clusters Score -2.170283e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 92106 members 
Entering Unmasked Estep 
Score: -21708942.000000 Penalty: 5860.568848
	Iteration 7F: 3 clusters Score -2.170894e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 96898 members 
Entering Unmasked Estep 
Score: -21713182.000000 Penalty: 5860.568848
	Iteration 8Q: 3 clusters Score -2.171318e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 100487 members 
Entering Unmasked Estep 
Score: -21715622.000000 Penalty: 5860.568848
	Iteration 9Q: 3 clusters Score -2.171562e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 103301 members 
Entering Unmasked Estep 
Score: -21716820.000000 Penalty: 5860.568848
	Iteration 10Q: 3 clusters Score -2.171682e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 105415 members 
Entering Unmasked Estep 
Score: -21717226.000000 Penalty: 5860.568848
	Iteration 11Q: 3 clusters Score -2.171723e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 107024 members 
Entering Unmasked Estep 
Score: -21717652.000000 Penalty: 5860.568848
	Iteration 12Q: 3 clusters Score -2.171765e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 108264 members 
Entering Unmasked Estep 
Score: -21717764.000000 Penalty: 5860.568848
	Iteration 13Q: 3 clusters Score -2.171776e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 109180 members 
Entering Unmasked Estep 
Score: -21717844.000000 Penalty: 5860.568848
	Iteration 14Q: 3 clusters Score -2.171784e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 109876 members 
Entering Unmasked Estep 
Score: -21717944.000000 Penalty: 5860.568848
	Iteration 15Q: 3 clusters Score -2.171794e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 110451 members 
Entering Unmasked Estep 
Score: -21717882.000000 Penalty: 5860.568848
	Iteration 16Q: 3 clusters Score -2.171788e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 110908 members 
Entering Unmasked Estep 
Score: -21717754.000000 Penalty: 5860.568848
	Iteration 17Q: 3 clusters Score -2.171775e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 111315 members 
Entering Unmasked Estep 
Score: -21717756.000000 Penalty: 5860.568848
	Iteration 18Q: 3 clusters Score -2.171776e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 111652 members 
Entering Unmasked Estep 
Score: -21717680.000000 Penalty: 5860.568848
	Iteration 19Q: 3 clusters Score -2.171768e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 111915 members 
Entering Unmasked Estep 
Score: -21717606.000000 Penalty: 5860.568848
	Iteration 20F: 3 clusters Score -2.171761e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 112115 members 
Entering Unmasked Estep 
Score: -21717636.000000 Penalty: 5860.568848
	Iteration 21Q: 3 clusters Score -2.171764e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 112288 members 
Entering Unmasked Estep 
Score: -21717564.000000 Penalty: 5860.568848
	Iteration 22Q: 3 clusters Score -2.171756e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 112418 members 
Entering Unmasked Estep 
Score: -21717540.000000 Penalty: 5860.568848
	Iteration 23Q: 3 clusters Score -2.171754e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 112513 members 
Entering Unmasked Estep 
Score: -21717480.000000 Penalty: 5860.568848
	Iteration 24Q: 3 clusters Score -2.171748e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 112590 members 
Entering Unmasked Estep 
Score: -21717438.000000 Penalty: 5860.568848
	Iteration 25Q: 3 clusters Score -2.171744e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 112644 members 
Entering Unmasked Estep 
Score: -21717434.000000 Penalty: 5860.568848
	Iteration 26Q: 3 clusters Score -2.171743e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 112676 members 
Entering Unmasked Estep 
Score: -21717410.000000 Penalty: 5860.568848
	Iteration 27Q: 3 clusters Score -2.171741e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 112698 members 
Entering Unmasked Estep 
Score: -21717426.000000 Penalty: 5860.568848
	Iteration 28Q: 3 clusters Score -2.171743e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 112709 members 
Entering Unmasked Estep 
Score: -21717412.000000 Penalty: 5860.568848
	Iteration 29Q: 3 clusters Score -2.171741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 112716 members 
Entering Unmasked Estep 
Score: -21717418.000000 Penalty: 5860.568848
	Iteration 30Q: 3 clusters Score -2.171742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 112721 members 
Entering Unmasked Estep 
Score: -21717374.000000 Penalty: 5860.568848
	Iteration 31Q: 3 clusters Score -2.171737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 112728 members 
Entering Unmasked Estep 
Score: -21717376.000000 Penalty: 5860.568848
	Iteration 32Q: 3 clusters Score -2.171738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 112730 members 
Entering Unmasked Estep 
Score: -21717394.000000 Penalty: 5860.568848
	Iteration 33Q: 3 clusters Score -2.171739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 112734 members 
Entering Unmasked Estep 
Score: -21717402.000000 Penalty: 5860.568848
	Iteration 34Q: 3 clusters Score -2.17174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 112734 members 
Entering Unmasked Estep 
Score: -21717402.000000 Penalty: 5860.568848
	Iteration 35F: 3 clusters Score -2.17174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 149450 members 
Mstep: Class 4 contains 22622 members 
Mstep: Class 5 contains 20782 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 46538 members 
Mstep: Class 8 contains 19103 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 18422 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 63138 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 21002 members 
Mstep: Class 15 contains 72550 members 
Mstep: Class 16 contains 71054 members 
Mstep: Class 17 contains 17198 members 
Mstep: Class 18 contains 20723 members 
Mstep: Class 19 contains 31798 members 
Mstep: Class 20 contains 12141 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 112734 members 
Entering Unmasked Estep 
Score: -122300568.000000 Penalty: 74166.773438
Splitting cluster 4 changes total score from -122263128.000000 to -122300568.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (20782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Entering Unmasked Estep 
Score: -3143045.500000 Penalty: 2465.576904
	Iteration 0F: 2 clusters Score -3143046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -3128677.500000 Penalty: 4931.153809
	Iteration 0F: 3 clusters Score -3128678 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -3135459.250000 Penalty: 4931.153809
	Iteration 1F: 3 clusters Score -3135459 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3138670.000000 Penalty: 4931.153809
	Iteration 2F: 3 clusters Score -3138670 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3142406.500000 Penalty: 4931.153809
	Iteration 3F: 3 clusters Score -3142406 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -3145340.750000 Penalty: 4931.153809
	Iteration 4F: 3 clusters Score -3145341 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -3146705.000000 Penalty: 4931.153809
	Iteration 5F: 3 clusters Score -3146705 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3147205.750000 Penalty: 4931.153809
	Iteration 6Q: 3 clusters Score -3147206 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -3147456.750000 Penalty: 4931.153809
	Iteration 7Q: 3 clusters Score -3147457 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3147562.000000 Penalty: 4931.153809
	Iteration 8Q: 3 clusters Score -3147562 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3147649.000000 Penalty: 4931.153809
	Iteration 9Q: 3 clusters Score -3147649 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -3147745.750000 Penalty: 4931.153809
	Iteration 10Q: 3 clusters Score -3147746 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -3147793.250000 Penalty: 4931.153809
	Iteration 11Q: 3 clusters Score -3147793 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -3147867.500000 Penalty: 4931.153809
	Iteration 12Q: 3 clusters Score -3147868 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -3147918.000000 Penalty: 4931.153809
	Iteration 13Q: 3 clusters Score -3147918 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3147956.750000 Penalty: 4931.153809
	Iteration 14Q: 3 clusters Score -3147957 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3148000.000000 Penalty: 4931.153809
	Iteration 15Q: 3 clusters Score -3148000 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -3148033.250000 Penalty: 4931.153809
	Iteration 16Q: 3 clusters Score -3148033 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -3148067.500000 Penalty: 4931.153809
	Iteration 17Q: 3 clusters Score -3148068 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3148096.000000 Penalty: 4931.153809
	Iteration 18Q: 3 clusters Score -3148096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -3148106.000000 Penalty: 4931.153809
	Iteration 19Q: 3 clusters Score -3148106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -3148122.500000 Penalty: 4931.153809
	Iteration 20F: 3 clusters Score -3148122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -3148132.000000 Penalty: 4931.153809
	Iteration 21Q: 3 clusters Score -3148132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -3148132.500000 Penalty: 4931.153809
	Iteration 22Q: 3 clusters Score -3148132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -3148129.250000 Penalty: 4931.153809
	Iteration 23Q: 3 clusters Score -3148129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -3148127.250000 Penalty: 4931.153809
	Iteration 24Q: 3 clusters Score -3148127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -3148125.000000 Penalty: 4931.153809
	Iteration 25Q: 3 clusters Score -3148125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3148125.750000 Penalty: 4931.153809
	Iteration 26Q: 3 clusters Score -3148126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -3148126.250000 Penalty: 4931.153809
	Iteration 27Q: 3 clusters Score -3148126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -3148128.250000 Penalty: 4931.153809
	Iteration 28Q: 3 clusters Score -3148128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -3148126.000000 Penalty: 4931.153809
	Iteration 29Q: 3 clusters Score -3148126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3148129.250000 Penalty: 4931.153809
	Iteration 30Q: 3 clusters Score -3148129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3148130.500000 Penalty: 4931.153809
	Iteration 31Q: 3 clusters Score -3148130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3148130.500000 Penalty: 4931.153809
	Iteration 32Q: 3 clusters Score -3148130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3148129.250000 Penalty: 4931.153809
	Iteration 33Q: 3 clusters Score -3148129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3148132.000000 Penalty: 4931.153809
	Iteration 34Q: 3 clusters Score -3148132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3148132.500000 Penalty: 4931.153809
	Iteration 35Q: 3 clusters Score -3148132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3148129.500000 Penalty: 4931.153809
	Iteration 36Q: 3 clusters Score -3148130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -3148131.000000 Penalty: 4931.153809
	Iteration 37Q: 3 clusters Score -3148131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -3148133.250000 Penalty: 4931.153809
	Iteration 38Q: 3 clusters Score -3148133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3148130.750000 Penalty: 4931.153809
	Iteration 39Q: 3 clusters Score -3148131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -3148131.000000 Penalty: 4931.153809
	Iteration 40F: 3 clusters Score -3148131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3148130.250000 Penalty: 4931.153809
	Iteration 41Q: 3 clusters Score -3148130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -3148129.000000 Penalty: 4931.153809
	Iteration 42Q: 3 clusters Score -3148129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3148130.250000 Penalty: 4931.153809
	Iteration 43Q: 3 clusters Score -3148130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3148129.750000 Penalty: 4931.153809
	Iteration 44Q: 3 clusters Score -3148130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -3148129.000000 Penalty: 4931.153809
	Iteration 45Q: 3 clusters Score -3148129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -3148129.000000 Penalty: 4931.153809
	Iteration 46F: 3 clusters Score -3148129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 149450 members 
Mstep: Class 4 contains 22622 members 
Mstep: Class 5 contains 12615 members 
Mstep: Class 6 contains 1806 members 
Mstep: Class 7 contains 46538 members 
Mstep: Class 8 contains 19103 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 18422 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 63138 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 21002 members 
Mstep: Class 15 contains 72550 members 
Mstep: Class 16 contains 71054 members 
Mstep: Class 17 contains 17198 members 
Mstep: Class 18 contains 20723 members 
Mstep: Class 19 contains 31798 members 
Mstep: Class 20 contains 12141 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 112734 members 
Mstep: Class 23 contains 8167 members 
Entering Unmasked Estep 
Score: -122304984.000000 Penalty: 77537.992188
Splitting cluster 5 changes total score from -122263128.000000 to -122304984.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (1806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Entering Unmasked Estep 
Score: -251336.125000 Penalty: 1859.719727
	Iteration 0F: 2 clusters Score -251336.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -249017.578125 Penalty: 3719.439453
	Iteration 0F: 3 clusters Score -249017.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -250144.750000 Penalty: 3719.439453
	Iteration 1F: 3 clusters Score -250144.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -250833.343750 Penalty: 3719.439453
	Iteration 2F: 3 clusters Score -250833.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -251493.906250 Penalty: 3719.439453
	Iteration 3F: 3 clusters Score -251493.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -252313.578125 Penalty: 3719.439453
	Iteration 4F: 3 clusters Score -252313.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -253006.468750 Penalty: 3719.439453
	Iteration 5F: 3 clusters Score -253006.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -253266.656250 Penalty: 3719.439453
	Iteration 6Q: 3 clusters Score -253266.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -253326.468750 Penalty: 3719.439453
	Iteration 7Q: 3 clusters Score -253326.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -253338.531250 Penalty: 3719.439453
	Iteration 8Q: 3 clusters Score -253338.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -253345.781250 Penalty: 3719.439453
	Iteration 9Q: 3 clusters Score -253345.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -253353.328125 Penalty: 3719.439453
	Iteration 10Q: 3 clusters Score -253353.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -253364.718750 Penalty: 3719.439453
	Iteration 11Q: 3 clusters Score -253364.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -253374.468750 Penalty: 3719.439453
	Iteration 12Q: 3 clusters Score -253374.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -253387.828125 Penalty: 3719.439453
	Iteration 13Q: 3 clusters Score -253387.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -253408.812500 Penalty: 3719.439453
	Iteration 14Q: 3 clusters Score -253408.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -253435.968750 Penalty: 3719.439453
	Iteration 15Q: 3 clusters Score -253436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -253463.187500 Penalty: 3719.439453
	Iteration 16Q: 3 clusters Score -253463.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -253506.906250 Penalty: 3719.439453
	Iteration 17Q: 3 clusters Score -253506.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -253565.890625 Penalty: 3719.439453
	Iteration 18Q: 3 clusters Score -253565.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -253604.343750 Penalty: 3719.439453
	Iteration 19Q: 3 clusters Score -253604.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -253665.187500 Penalty: 3719.439453
	Iteration 20F: 3 clusters Score -253665.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -253750.703125 Penalty: 3719.439453
	Iteration 21Q: 3 clusters Score -253750.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -253762.640625 Penalty: 3719.439453
	Iteration 22Q: 3 clusters Score -253762.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -253765.515625 Penalty: 3719.439453
	Iteration 23Q: 3 clusters Score -253765.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -253766.484375 Penalty: 3719.439453
	Iteration 24Q: 3 clusters Score -253766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -253767.484375 Penalty: 3719.439453
	Iteration 25Q: 3 clusters Score -253767.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -253768.125000 Penalty: 3719.439453
	Iteration 26Q: 3 clusters Score -253768.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -253769.281250 Penalty: 3719.439453
	Iteration 27Q: 3 clusters Score -253769.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -253771.140625 Penalty: 3719.439453
	Iteration 28Q: 3 clusters Score -253771.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -253771.203125 Penalty: 3719.439453
	Iteration 29Q: 3 clusters Score -253771.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -253771.203125 Penalty: 3719.439453
	Iteration 30F: 3 clusters Score -253771.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 149450 members 
Mstep: Class 4 contains 22622 members 
Mstep: Class 5 contains 12615 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 46538 members 
Mstep: Class 8 contains 19103 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 18422 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 63138 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 21002 members 
Mstep: Class 15 contains 72550 members 
Mstep: Class 16 contains 71054 members 
Mstep: Class 17 contains 17198 members 
Mstep: Class 18 contains 20723 members 
Mstep: Class 19 contains 31798 members 
Mstep: Class 20 contains 12141 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 112734 members 
Mstep: Class 23 contains 8167 members 
Mstep: Class 24 contains 590 members 
Entering Unmasked Estep 
Score: -122306032.000000 Penalty: 80909.203125
Splitting cluster 6 changes total score from -122263128.000000 to -122306032.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (46538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Entering Unmasked Estep 
Score: -7250939.500000 Penalty: 2665.510010
	Iteration 0F: 2 clusters Score -7250940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -7219502.000000 Penalty: 5331.020020
	Iteration 0F: 3 clusters Score -7219502 nChanged 21535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -7234560.500000 Penalty: 5331.020020
	Iteration 1F: 3 clusters Score -7234560 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -7243301.500000 Penalty: 5331.020020
	Iteration 2F: 3 clusters Score -7243302 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -7255755.500000 Penalty: 5331.020020
	Iteration 3F: 3 clusters Score -7255756 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -7264907.000000 Penalty: 5331.020020
	Iteration 4F: 3 clusters Score -7264907 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -7272072.500000 Penalty: 5331.020020
	Iteration 5F: 3 clusters Score -7272072 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -7276255.000000 Penalty: 5331.020020
	Iteration 6F: 3 clusters Score -7276255 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -7278122.500000 Penalty: 5331.020020
	Iteration 7Q: 3 clusters Score -7278122 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -7278634.000000 Penalty: 5331.020020
	Iteration 8Q: 3 clusters Score -7278634 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -7278824.500000 Penalty: 5331.020020
	Iteration 9Q: 3 clusters Score -7278824 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -7278902.000000 Penalty: 5331.020020
	Iteration 10Q: 3 clusters Score -7278902 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -7278924.000000 Penalty: 5331.020020
	Iteration 11Q: 3 clusters Score -7278924 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -7278953.500000 Penalty: 5331.020020
	Iteration 12Q: 3 clusters Score -7278954 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -7278963.000000 Penalty: 5331.020020
	Iteration 13Q: 3 clusters Score -7278963 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -7278991.000000 Penalty: 5331.020020
	Iteration 14Q: 3 clusters Score -7278991 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -7278987.500000 Penalty: 5331.020020
	Iteration 15Q: 3 clusters Score -7278988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -7278974.000000 Penalty: 5331.020020
	Iteration 16Q: 3 clusters Score -7278974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -7278988.000000 Penalty: 5331.020020
	Iteration 17Q: 3 clusters Score -7278988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -7278990.000000 Penalty: 5331.020020
	Iteration 18Q: 3 clusters Score -7278990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -7278990.000000 Penalty: 5331.020020
	Iteration 19Q: 3 clusters Score -7278990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -7278993.500000 Penalty: 5331.020020
	Iteration 20F: 3 clusters Score -7278994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -7278995.500000 Penalty: 5331.020020
	Iteration 21Q: 3 clusters Score -7278996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -7279002.500000 Penalty: 5331.020020
	Iteration 22Q: 3 clusters Score -7279002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -7278996.000000 Penalty: 5331.020020
	Iteration 23Q: 3 clusters Score -7278996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -7278997.000000 Penalty: 5331.020020
	Iteration 24Q: 3 clusters Score -7278997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -7278998.000000 Penalty: 5331.020020
	Iteration 25Q: 3 clusters Score -7278998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -7278997.000000 Penalty: 5331.020020
	Iteration 26Q: 3 clusters Score -7278997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -7278998.000000 Penalty: 5331.020020
	Iteration 27Q: 3 clusters Score -7278998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -7278996.500000 Penalty: 5331.020020
	Iteration 28Q: 3 clusters Score -7278996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -7278996.500000 Penalty: 5331.020020
	Iteration 29F: 3 clusters Score -7278996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 149450 members 
Mstep: Class 4 contains 22622 members 
Mstep: Class 5 contains 12615 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 26254 members 
Mstep: Class 8 contains 19103 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 18422 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 63138 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 21002 members 
Mstep: Class 15 contains 72550 members 
Mstep: Class 16 contains 71054 members 
Mstep: Class 17 contains 17198 members 
Mstep: Class 18 contains 20723 members 
Mstep: Class 19 contains 31798 members 
Mstep: Class 20 contains 12141 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 112734 members 
Mstep: Class 23 contains 8167 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 20284 members 
Entering Unmasked Estep 
Score: -122334704.000000 Penalty: 84280.421875
Splitting cluster 7 changes total score from -122263128.000000 to -122334704.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (19103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Entering Unmasked Estep 
Score: -2961523.750000 Penalty: 2444.684814
	Iteration 0F: 2 clusters Score -2961524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2947967.250000 Penalty: 4889.369629
	Iteration 0F: 3 clusters Score -2947967 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2952711.750000 Penalty: 4889.369629
	Iteration 1F: 3 clusters Score -2952712 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2953583.500000 Penalty: 4889.369629
	Iteration 2F: 3 clusters Score -2953584 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2954753.500000 Penalty: 4889.369629
	Iteration 3F: 3 clusters Score -2954754 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2956286.250000 Penalty: 4889.369629
	Iteration 4F: 3 clusters Score -2956286 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2958293.000000 Penalty: 4889.369629
	Iteration 5F: 3 clusters Score -2958293 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2960864.250000 Penalty: 4889.369629
	Iteration 6F: 3 clusters Score -2960864 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2962666.000000 Penalty: 4889.369629
	Iteration 7F: 3 clusters Score -2962666 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2963374.500000 Penalty: 4889.369629
	Iteration 8Q: 3 clusters Score -2963374 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2963628.500000 Penalty: 4889.369629
	Iteration 9Q: 3 clusters Score -2963628 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2963770.000000 Penalty: 4889.369629
	Iteration 10Q: 3 clusters Score -2963770 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2963851.750000 Penalty: 4889.369629
	Iteration 11Q: 3 clusters Score -2963852 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2963918.250000 Penalty: 4889.369629
	Iteration 12Q: 3 clusters Score -2963918 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2963958.000000 Penalty: 4889.369629
	Iteration 13Q: 3 clusters Score -2963958 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2963987.250000 Penalty: 4889.369629
	Iteration 14Q: 3 clusters Score -2963987 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2964007.500000 Penalty: 4889.369629
	Iteration 15Q: 3 clusters Score -2964008 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2964041.250000 Penalty: 4889.369629
	Iteration 16Q: 3 clusters Score -2964041 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2964049.750000 Penalty: 4889.369629
	Iteration 17Q: 3 clusters Score -2964050 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2964079.750000 Penalty: 4889.369629
	Iteration 18Q: 3 clusters Score -2964080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2964100.000000 Penalty: 4889.369629
	Iteration 19Q: 3 clusters Score -2964100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2964107.000000 Penalty: 4889.369629
	Iteration 20F: 3 clusters Score -2964107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2964120.750000 Penalty: 4889.369629
	Iteration 21Q: 3 clusters Score -2964121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2964137.500000 Penalty: 4889.369629
	Iteration 22Q: 3 clusters Score -2964138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2964132.000000 Penalty: 4889.369629
	Iteration 23Q: 3 clusters Score -2964132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2964134.750000 Penalty: 4889.369629
	Iteration 24Q: 3 clusters Score -2964135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2964140.000000 Penalty: 4889.369629
	Iteration 25Q: 3 clusters Score -2964140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2964141.250000 Penalty: 4889.369629
	Iteration 26Q: 3 clusters Score -2964141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2964146.000000 Penalty: 4889.369629
	Iteration 27Q: 3 clusters Score -2964146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2964146.000000 Penalty: 4889.369629
	Iteration 28Q: 3 clusters Score -2964146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2964150.500000 Penalty: 4889.369629
	Iteration 29Q: 3 clusters Score -2964150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2964151.000000 Penalty: 4889.369629
	Iteration 30Q: 3 clusters Score -2964151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2964143.500000 Penalty: 4889.369629
	Iteration 31Q: 3 clusters Score -2964144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2964146.000000 Penalty: 4889.369629
	Iteration 32Q: 3 clusters Score -2964146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2964146.000000 Penalty: 4889.369629
	Iteration 33Q: 3 clusters Score -2964146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2964147.000000 Penalty: 4889.369629
	Iteration 34Q: 3 clusters Score -2964147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2964151.500000 Penalty: 4889.369629
	Iteration 35Q: 3 clusters Score -2964152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2964152.750000 Penalty: 4889.369629
	Iteration 36Q: 3 clusters Score -2964153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2964152.000000 Penalty: 4889.369629
	Iteration 37Q: 3 clusters Score -2964152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2964146.500000 Penalty: 4889.369629
	Iteration 38Q: 3 clusters Score -2964146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2964144.500000 Penalty: 4889.369629
	Iteration 39Q: 3 clusters Score -2964144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2964150.500000 Penalty: 4889.369629
	Iteration 40F: 3 clusters Score -2964150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2964148.750000 Penalty: 4889.369629
	Iteration 41Q: 3 clusters Score -2964149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2964146.250000 Penalty: 4889.369629
	Iteration 42Q: 3 clusters Score -2964146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2964151.750000 Penalty: 4889.369629
	Iteration 43Q: 3 clusters Score -2964152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2964150.750000 Penalty: 4889.369629
	Iteration 44Q: 3 clusters Score -2964151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2964151.750000 Penalty: 4889.369629
	Iteration 45Q: 3 clusters Score -2964152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2964151.750000 Penalty: 4889.369629
	Iteration 46F: 3 clusters Score -2964152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 149450 members 
Mstep: Class 4 contains 22622 members 
Mstep: Class 5 contains 12615 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 26254 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 18422 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 63138 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 21002 members 
Mstep: Class 15 contains 72550 members 
Mstep: Class 16 contains 71054 members 
Mstep: Class 17 contains 17198 members 
Mstep: Class 18 contains 20723 members 
Mstep: Class 19 contains 31798 members 
Mstep: Class 20 contains 12141 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 112734 members 
Mstep: Class 23 contains 8167 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 20284 members 
Mstep: Class 26 contains 13157 members 
Entering Unmasked Estep 
Score: -122336336.000000 Penalty: 87651.640625
Splitting cluster 8 changes total score from -122263128.000000 to -122336336.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -229757.421875 Penalty: 1837.315674
	Iteration 0F: 2 clusters Score -229757.4 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 858 members 
Entering Unmasked Estep 
Score: -227575.765625 Penalty: 3674.631348
	Iteration 0F: 3 clusters Score -227575.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -228625.125000 Penalty: 3674.631348
	Iteration 1F: 3 clusters Score -228625.1 nChanged 229
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: -229402.500000 Penalty: 3674.631348
	Iteration 2F: 3 clusters Score -229402.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -230026.296875 Penalty: 3674.631348
	Iteration 3F: 3 clusters Score -230026.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -230256.468750 Penalty: 3674.631348
	Iteration 4F: 3 clusters Score -230256.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -230369.859375 Penalty: 3674.631348
	Iteration 5Q: 3 clusters Score -230369.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -230497.750000 Penalty: 3674.631348
	Iteration 6Q: 3 clusters Score -230497.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -230539.562500 Penalty: 3674.631348
	Iteration 7Q: 3 clusters Score -230539.6 nChanged 11
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: -230564.734375 Penalty: 3674.631348
	Iteration 8Q: 3 clusters Score -230564.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -230586.031250 Penalty: 3674.631348
	Iteration 9Q: 3 clusters Score -230586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -230622.421875 Penalty: 3674.631348
	Iteration 10Q: 3 clusters Score -230622.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -230665.640625 Penalty: 3674.631348
	Iteration 11Q: 3 clusters Score -230665.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -230767.109375 Penalty: 3674.631348
	Iteration 12Q: 3 clusters Score -230767.1 nChanged 30
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: -231095.281250 Penalty: 3674.631348
	Iteration 13Q: 3 clusters Score -231095.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -231422.687500 Penalty: 3674.631348
	Iteration 14Q: 3 clusters Score -231422.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -231427.453125 Penalty: 3674.631348
	Iteration 15Q: 3 clusters Score -231427.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -231441.937500 Penalty: 3674.631348
	Iteration 16Q: 3 clusters Score -231441.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -231457.046875 Penalty: 3674.631348
	Iteration 17Q: 3 clusters Score -231457 nChanged 3
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: -231470.593750 Penalty: 3674.631348
	Iteration 18Q: 3 clusters Score -231470.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -231489.734375 Penalty: 3674.631348
	Iteration 19Q: 3 clusters Score -231489.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -231494.859375 Penalty: 3674.631348
	Iteration 20F: 3 clusters Score -231494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -231498.890625 Penalty: 3674.631348
	Iteration 21Q: 3 clusters Score -231498.9 nChanged 3
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: -231505.031250 Penalty: 3674.631348
	Iteration 22Q: 3 clusters Score -231505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -231514.781250 Penalty: 3674.631348
	Iteration 23Q: 3 clusters Score -231514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -231514.812500 Penalty: 3674.631348
	Iteration 24Q: 3 clusters Score -231514.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -231514.812500 Penalty: 3674.631348
	Iteration 25F: 3 clusters Score -231514.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 149450 members 
Mstep: Class 4 contains 22622 members 
Mstep: Class 5 contains 12615 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 26254 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 18422 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 63138 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 21002 members 
Mstep: Class 15 contains 72550 members 
Mstep: Class 16 contains 71054 members 
Mstep: Class 17 contains 17198 members 
Mstep: Class 18 contains 20723 members 
Mstep: Class 19 contains 31798 members 
Mstep: Class 20 contains 12141 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 112734 members 
Mstep: Class 23 contains 8167 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 20284 members 
Mstep: Class 26 contains 13157 members 
Mstep: Class 27 contains 938 members 
Entering Unmasked Estep 
Score: -122336768.000000 Penalty: 91022.859375
Splitting cluster 9 changes total score from -122263128.000000 to -122336768.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (18422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Entering Unmasked Estep 
Score: -2933328.500000 Penalty: 2435.682617
	Iteration 0F: 2 clusters Score -2933328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2920244.250000 Penalty: 4871.365234
	Iteration 0F: 3 clusters Score -2920244 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2924806.750000 Penalty: 4871.365234
	Iteration 1F: 3 clusters Score -2924807 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2926638.250000 Penalty: 4871.365234
	Iteration 2F: 3 clusters Score -2926638 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2931980.250000 Penalty: 4871.365234
	Iteration 3F: 3 clusters Score -2931980 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2941432.500000 Penalty: 4871.365234
	Iteration 4F: 3 clusters Score -2941432 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2946728.000000 Penalty: 4871.365234
	Iteration 5F: 3 clusters Score -2946728 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2948152.750000 Penalty: 4871.365234
	Iteration 6Q: 3 clusters Score -2948153 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2948414.000000 Penalty: 4871.365234
	Iteration 7Q: 3 clusters Score -2948414 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2948462.000000 Penalty: 4871.365234
	Iteration 8Q: 3 clusters Score -2948462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2948486.250000 Penalty: 4871.365234
	Iteration 9Q: 3 clusters Score -2948486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2948504.750000 Penalty: 4871.365234
	Iteration 10Q: 3 clusters Score -2948505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2948508.000000 Penalty: 4871.365234
	Iteration 11Q: 3 clusters Score -2948508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2948505.250000 Penalty: 4871.365234
	Iteration 12Q: 3 clusters Score -2948505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2948508.750000 Penalty: 4871.365234
	Iteration 13Q: 3 clusters Score -2948509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2948508.750000 Penalty: 4871.365234
	Iteration 14F: 3 clusters Score -2948509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 149450 members 
Mstep: Class 4 contains 22622 members 
Mstep: Class 5 contains 12615 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 26254 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 14101 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 63138 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 21002 members 
Mstep: Class 15 contains 72550 members 
Mstep: Class 16 contains 71054 members 
Mstep: Class 17 contains 17198 members 
Mstep: Class 18 contains 20723 members 
Mstep: Class 19 contains 31798 members 
Mstep: Class 20 contains 12141 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 112734 members 
Mstep: Class 23 contains 8167 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 20284 members 
Mstep: Class 26 contains 13157 members 
Mstep: Class 27 contains 938 members 
Mstep: Class 28 contains 4321 members 
Entering Unmasked Estep 
Score: -122350760.000000 Penalty: 94394.070312
Splitting cluster 10 changes total score from -122263128.000000 to -122350760.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (63138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Entering Unmasked Estep 
Score: -9866902.000000 Penalty: 2741.163330
	Iteration 0F: 2 clusters Score -9866902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -9824603.000000 Penalty: 5482.326660
	Iteration 0F: 3 clusters Score -9824603 nChanged 29474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -9841297.000000 Penalty: 5482.326660
	Iteration 1F: 3 clusters Score -9841297 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -9842607.000000 Penalty: 5482.326660
	Iteration 2F: 3 clusters Score -9842607 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -9844213.000000 Penalty: 5482.326660
	Iteration 3F: 3 clusters Score -9844213 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -9845945.000000 Penalty: 5482.326660
	Iteration 4F: 3 clusters Score -9845945 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -9847782.000000 Penalty: 5482.326660
	Iteration 5F: 3 clusters Score -9847782 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -9849633.000000 Penalty: 5482.326660
	Iteration 6F: 3 clusters Score -9849633 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -9851789.000000 Penalty: 5482.326660
	Iteration 7F: 3 clusters Score -9851789 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -9854093.000000 Penalty: 5482.326660
	Iteration 8F: 3 clusters Score -9854093 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -9856202.000000 Penalty: 5482.326660
	Iteration 9F: 3 clusters Score -9856202 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -9858037.000000 Penalty: 5482.326660
	Iteration 10Q: 3 clusters Score -9858037 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -9859451.000000 Penalty: 5482.326660
	Iteration 11Q: 3 clusters Score -9859451 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -9860443.000000 Penalty: 5482.326660
	Iteration 12Q: 3 clusters Score -9860443 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -9861131.000000 Penalty: 5482.326660
	Iteration 13Q: 3 clusters Score -9861131 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -9861625.000000 Penalty: 5482.326660
	Iteration 14Q: 3 clusters Score -9861625 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -9861994.000000 Penalty: 5482.326660
	Iteration 15Q: 3 clusters Score -9861994 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -9862288.000000 Penalty: 5482.326660
	Iteration 16Q: 3 clusters Score -9862288 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -9862538.000000 Penalty: 5482.326660
	Iteration 17Q: 3 clusters Score -9862538 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -9862770.000000 Penalty: 5482.326660
	Iteration 18Q: 3 clusters Score -9862770 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -9862975.000000 Penalty: 5482.326660
	Iteration 19Q: 3 clusters Score -9862975 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -9863172.000000 Penalty: 5482.326660
	Iteration 20F: 3 clusters Score -9863172 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -9863389.000000 Penalty: 5482.326660
	Iteration 21Q: 3 clusters Score -9863389 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -9863582.000000 Penalty: 5482.326660
	Iteration 22Q: 3 clusters Score -9863582 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -9863800.000000 Penalty: 5482.326660
	Iteration 23Q: 3 clusters Score -9863800 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -9863993.000000 Penalty: 5482.326660
	Iteration 24Q: 3 clusters Score -9863993 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
Score: -9864259.000000 Penalty: 5482.326660
	Iteration 25Q: 3 clusters Score -9864259 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -9864480.000000 Penalty: 5482.326660
	Iteration 26Q: 3 clusters Score -9864480 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -9864741.000000 Penalty: 5482.326660
	Iteration 27Q: 3 clusters Score -9864741 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -9865089.000000 Penalty: 5482.326660
	Iteration 28Q: 3 clusters Score -9865089 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -9865327.000000 Penalty: 5482.326660
	Iteration 29Q: 3 clusters Score -9865327 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -9865566.000000 Penalty: 5482.326660
	Iteration 30Q: 3 clusters Score -9865566 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 57328 members 
Entering Unmasked Estep 
Score: -9865777.000000 Penalty: 5482.326660
	Iteration 31Q: 3 clusters Score -9865777 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 57778 members 
Entering Unmasked Estep 
Score: -9865973.000000 Penalty: 5482.326660
	Iteration 32Q: 3 clusters Score -9865973 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 58150 members 
Entering Unmasked Estep 
Score: -9866131.000000 Penalty: 5482.326660
	Iteration 33Q: 3 clusters Score -9866131 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -9866280.000000 Penalty: 5482.326660
	Iteration 34Q: 3 clusters Score -9866280 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -9866381.000000 Penalty: 5482.326660
	Iteration 35Q: 3 clusters Score -9866381 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -9866480.000000 Penalty: 5482.326660
	Iteration 36Q: 3 clusters Score -9866480 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -9866546.000000 Penalty: 5482.326660
	Iteration 37Q: 3 clusters Score -9866546 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -9866582.000000 Penalty: 5482.326660
	Iteration 38Q: 3 clusters Score -9866582 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -9866636.000000 Penalty: 5482.326660
	Iteration 39Q: 3 clusters Score -9866636 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -9866667.000000 Penalty: 5482.326660
	Iteration 40F: 3 clusters Score -9866667 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -9866711.000000 Penalty: 5482.326660
	Iteration 41Q: 3 clusters Score -9866711 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -9866750.000000 Penalty: 5482.326660
	Iteration 42Q: 3 clusters Score -9866750 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -9866803.000000 Penalty: 5482.326660
	Iteration 43Q: 3 clusters Score -9866803 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -9866830.000000 Penalty: 5482.326660
	Iteration 44Q: 3 clusters Score -9866830 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -9866860.000000 Penalty: 5482.326660
	Iteration 45Q: 3 clusters Score -9866860 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -9866879.000000 Penalty: 5482.326660
	Iteration 46Q: 3 clusters Score -9866879 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -9866896.000000 Penalty: 5482.326660
	Iteration 47Q: 3 clusters Score -9866896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -9866899.000000 Penalty: 5482.326660
	Iteration 48Q: 3 clusters Score -9866899 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -9866918.000000 Penalty: 5482.326660
	Iteration 49Q: 3 clusters Score -9866918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 60576 members 
Entering Unmasked Estep 
Score: -9866932.000000 Penalty: 5482.326660
	Iteration 50Q: 3 clusters Score -9866932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -9866943.000000 Penalty: 5482.326660
	Iteration 51Q: 3 clusters Score -9866943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -9866926.000000 Penalty: 5482.326660
	Iteration 52Q: 3 clusters Score -9866926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -9866945.000000 Penalty: 5482.326660
	Iteration 53Q: 3 clusters Score -9866945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -9866956.000000 Penalty: 5482.326660
	Iteration 54Q: 3 clusters Score -9866956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -9866949.000000 Penalty: 5482.326660
	Iteration 55Q: 3 clusters Score -9866949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -9866965.000000 Penalty: 5482.326660
	Iteration 56Q: 3 clusters Score -9866965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -9866967.000000 Penalty: 5482.326660
	Iteration 57Q: 3 clusters Score -9866967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -9866961.000000 Penalty: 5482.326660
	Iteration 58Q: 3 clusters Score -9866961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -9866957.000000 Penalty: 5482.326660
	Iteration 59Q: 3 clusters Score -9866957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -9866973.000000 Penalty: 5482.326660
	Iteration 60F: 3 clusters Score -9866973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -9866960.000000 Penalty: 5482.326660
	Iteration 61Q: 3 clusters Score -9866960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -9866971.000000 Penalty: 5482.326660
	Iteration 62Q: 3 clusters Score -9866971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 60894 members 
Entering Unmasked Estep 
Score: -9866973.000000 Penalty: 5482.326660
	Iteration 63Q: 3 clusters Score -9866973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 60894 members 
Entering Unmasked Estep 
Score: -9866969.000000 Penalty: 5482.326660
	Iteration 64Q: 3 clusters Score -9866969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -9866976.000000 Penalty: 5482.326660
	Iteration 65Q: 3 clusters Score -9866976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 60902 members 
Entering Unmasked Estep 
Score: -9866978.000000 Penalty: 5482.326660
	Iteration 66Q: 3 clusters Score -9866978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -9866984.000000 Penalty: 5482.326660
	Iteration 67Q: 3 clusters Score -9866984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -9866980.000000 Penalty: 5482.326660
	Iteration 68Q: 3 clusters Score -9866980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -9866976.000000 Penalty: 5482.326660
	Iteration 69Q: 3 clusters Score -9866976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -9866976.000000 Penalty: 5482.326660
	Iteration 70F: 3 clusters Score -9866976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 149450 members 
Mstep: Class 4 contains 22622 members 
Mstep: Class 5 contains 12615 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 26254 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 14101 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 21002 members 
Mstep: Class 15 contains 72550 members 
Mstep: Class 16 contains 71054 members 
Mstep: Class 17 contains 17198 members 
Mstep: Class 18 contains 20723 members 
Mstep: Class 19 contains 31798 members 
Mstep: Class 20 contains 12141 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 112734 members 
Mstep: Class 23 contains 8167 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 20284 members 
Mstep: Class 26 contains 13157 members 
Mstep: Class 27 contains 938 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 60909 members 
Entering Unmasked Estep 
Score: -122350168.000000 Penalty: 97765.289062
Splitting cluster 12 changes total score from -122263128.000000 to -122350168.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (55009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Entering Unmasked Estep 
Score: -8609292.000000 Penalty: 2706.982422
	Iteration 0F: 2 clusters Score -8609292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -8572349.000000 Penalty: 5413.964844
	Iteration 0F: 3 clusters Score -8572349 nChanged 25362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -8587335.000000 Penalty: 5413.964844
	Iteration 1F: 3 clusters Score -8587335 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -8588993.000000 Penalty: 5413.964844
	Iteration 2F: 3 clusters Score -8588993 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -8591456.000000 Penalty: 5413.964844
	Iteration 3F: 3 clusters Score -8591456 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -8594642.000000 Penalty: 5413.964844
	Iteration 4F: 3 clusters Score -8594642 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -8597708.000000 Penalty: 5413.964844
	Iteration 5F: 3 clusters Score -8597708 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -8599759.000000 Penalty: 5413.964844
	Iteration 6F: 3 clusters Score -8599759 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -8600898.000000 Penalty: 5413.964844
	Iteration 7Q: 3 clusters Score -8600898 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -8601595.000000 Penalty: 5413.964844
	Iteration 8Q: 3 clusters Score -8601595 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -8602029.000000 Penalty: 5413.964844
	Iteration 9Q: 3 clusters Score -8602029 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -8602337.000000 Penalty: 5413.964844
	Iteration 10Q: 3 clusters Score -8602337 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -8602633.000000 Penalty: 5413.964844
	Iteration 11Q: 3 clusters Score -8602633 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -8602846.000000 Penalty: 5413.964844
	Iteration 12Q: 3 clusters Score -8602846 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -8603057.000000 Penalty: 5413.964844
	Iteration 13Q: 3 clusters Score -8603057 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -8603262.000000 Penalty: 5413.964844
	Iteration 14Q: 3 clusters Score -8603262 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -8603495.000000 Penalty: 5413.964844
	Iteration 15Q: 3 clusters Score -8603495 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -8603681.000000 Penalty: 5413.964844
	Iteration 16Q: 3 clusters Score -8603681 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -8603875.000000 Penalty: 5413.964844
	Iteration 17Q: 3 clusters Score -8603875 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -8604083.000000 Penalty: 5413.964844
	Iteration 18Q: 3 clusters Score -8604083 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -8604306.000000 Penalty: 5413.964844
	Iteration 19Q: 3 clusters Score -8604306 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -8604576.000000 Penalty: 5413.964844
	Iteration 20F: 3 clusters Score -8604576 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -8604896.000000 Penalty: 5413.964844
	Iteration 21Q: 3 clusters Score -8604896 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -8605417.000000 Penalty: 5413.964844
	Iteration 22Q: 3 clusters Score -8605417 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -8605991.000000 Penalty: 5413.964844
	Iteration 23Q: 3 clusters Score -8605991 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -8606561.000000 Penalty: 5413.964844
	Iteration 24Q: 3 clusters Score -8606561 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -8606946.000000 Penalty: 5413.964844
	Iteration 25Q: 3 clusters Score -8606946 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -8607168.000000 Penalty: 5413.964844
	Iteration 26Q: 3 clusters Score -8607168 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -8607367.000000 Penalty: 5413.964844
	Iteration 27Q: 3 clusters Score -8607367 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -8607520.000000 Penalty: 5413.964844
	Iteration 28Q: 3 clusters Score -8607520 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -8607621.000000 Penalty: 5413.964844
	Iteration 29Q: 3 clusters Score -8607621 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -8607699.000000 Penalty: 5413.964844
	Iteration 30Q: 3 clusters Score -8607699 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -8607790.000000 Penalty: 5413.964844
	Iteration 31Q: 3 clusters Score -8607790 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -8607876.000000 Penalty: 5413.964844
	Iteration 32Q: 3 clusters Score -8607876 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -8607953.000000 Penalty: 5413.964844
	Iteration 33Q: 3 clusters Score -8607953 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -8608017.000000 Penalty: 5413.964844
	Iteration 34Q: 3 clusters Score -8608017 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -8608105.000000 Penalty: 5413.964844
	Iteration 35Q: 3 clusters Score -8608105 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -8608130.000000 Penalty: 5413.964844
	Iteration 36Q: 3 clusters Score -8608130 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -8608146.000000 Penalty: 5413.964844
	Iteration 37Q: 3 clusters Score -8608146 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -8608177.000000 Penalty: 5413.964844
	Iteration 38Q: 3 clusters Score -8608177 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -8608203.000000 Penalty: 5413.964844
	Iteration 39Q: 3 clusters Score -8608203 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -8608231.000000 Penalty: 5413.964844
	Iteration 40F: 3 clusters Score -8608231 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -8608254.000000 Penalty: 5413.964844
	Iteration 41Q: 3 clusters Score -8608254 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -8608263.000000 Penalty: 5413.964844
	Iteration 42Q: 3 clusters Score -8608263 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -8608292.000000 Penalty: 5413.964844
	Iteration 43Q: 3 clusters Score -8608292 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -8608333.000000 Penalty: 5413.964844
	Iteration 44Q: 3 clusters Score -8608333 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -8608334.000000 Penalty: 5413.964844
	Iteration 45Q: 3 clusters Score -8608334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -8608326.000000 Penalty: 5413.964844
	Iteration 46Q: 3 clusters Score -8608326 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -8608339.000000 Penalty: 5413.964844
	Iteration 47Q: 3 clusters Score -8608339 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -8608335.000000 Penalty: 5413.964844
	Iteration 48Q: 3 clusters Score -8608335 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -8608329.000000 Penalty: 5413.964844
	Iteration 49Q: 3 clusters Score -8608329 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -8608321.000000 Penalty: 5413.964844
	Iteration 50Q: 3 clusters Score -8608321 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -8608336.000000 Penalty: 5413.964844
	Iteration 51Q: 3 clusters Score -8608336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -8608327.000000 Penalty: 5413.964844
	Iteration 52Q: 3 clusters Score -8608327 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -8608352.000000 Penalty: 5413.964844
	Iteration 53Q: 3 clusters Score -8608352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -8608359.000000 Penalty: 5413.964844
	Iteration 54Q: 3 clusters Score -8608359 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -8608384.000000 Penalty: 5413.964844
	Iteration 55Q: 3 clusters Score -8608384 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -8608387.000000 Penalty: 5413.964844
	Iteration 56Q: 3 clusters Score -8608387 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -8608392.000000 Penalty: 5413.964844
	Iteration 57Q: 3 clusters Score -8608392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -8608389.000000 Penalty: 5413.964844
	Iteration 58Q: 3 clusters Score -8608389 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -8608409.000000 Penalty: 5413.964844
	Iteration 59Q: 3 clusters Score -8608409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -8608399.000000 Penalty: 5413.964844
	Iteration 60F: 3 clusters Score -8608399 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -8608401.000000 Penalty: 5413.964844
	Iteration 61Q: 3 clusters Score -8608401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -8608424.000000 Penalty: 5413.964844
	Iteration 62Q: 3 clusters Score -8608424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -8608451.000000 Penalty: 5413.964844
	Iteration 63Q: 3 clusters Score -8608451 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -8608450.000000 Penalty: 5413.964844
	Iteration 64Q: 3 clusters Score -8608450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -8608454.000000 Penalty: 5413.964844
	Iteration 65Q: 3 clusters Score -8608454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -8608461.000000 Penalty: 5413.964844
	Iteration 66Q: 3 clusters Score -8608461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -8608466.000000 Penalty: 5413.964844
	Iteration 67Q: 3 clusters Score -8608466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -8608455.000000 Penalty: 5413.964844
	Iteration 68Q: 3 clusters Score -8608455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -8608471.000000 Penalty: 5413.964844
	Iteration 69Q: 3 clusters Score -8608471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -8608482.000000 Penalty: 5413.964844
	Iteration 70Q: 3 clusters Score -8608482 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -8608486.000000 Penalty: 5413.964844
	Iteration 71Q: 3 clusters Score -8608486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -8608488.000000 Penalty: 5413.964844
	Iteration 72Q: 3 clusters Score -8608488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -8608481.000000 Penalty: 5413.964844
	Iteration 73Q: 3 clusters Score -8608481 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -8608492.000000 Penalty: 5413.964844
	Iteration 74Q: 3 clusters Score -8608492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -8608517.000000 Penalty: 5413.964844
	Iteration 75Q: 3 clusters Score -8608517 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -8608533.000000 Penalty: 5413.964844
	Iteration 76Q: 3 clusters Score -8608533 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -8608530.000000 Penalty: 5413.964844
	Iteration 77Q: 3 clusters Score -8608530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -8608525.000000 Penalty: 5413.964844
	Iteration 78Q: 3 clusters Score -8608525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -8608543.000000 Penalty: 5413.964844
	Iteration 79Q: 3 clusters Score -8608543 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -8608542.000000 Penalty: 5413.964844
	Iteration 80F: 3 clusters Score -8608542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -8608538.000000 Penalty: 5413.964844
	Iteration 81Q: 3 clusters Score -8608538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -8608542.000000 Penalty: 5413.964844
	Iteration 82Q: 3 clusters Score -8608542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -8608543.000000 Penalty: 5413.964844
	Iteration 83Q: 3 clusters Score -8608543 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -8608564.000000 Penalty: 5413.964844
	Iteration 84Q: 3 clusters Score -8608564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -8608572.000000 Penalty: 5413.964844
	Iteration 85Q: 3 clusters Score -8608572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -8608580.000000 Penalty: 5413.964844
	Iteration 86Q: 3 clusters Score -8608580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -8608583.000000 Penalty: 5413.964844
	Iteration 87Q: 3 clusters Score -8608583 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -8608604.000000 Penalty: 5413.964844
	Iteration 88Q: 3 clusters Score -8608604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -8608590.000000 Penalty: 5413.964844
	Iteration 89Q: 3 clusters Score -8608590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -8608597.000000 Penalty: 5413.964844
	Iteration 90Q: 3 clusters Score -8608597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -8608586.000000 Penalty: 5413.964844
	Iteration 91Q: 3 clusters Score -8608586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -8608598.000000 Penalty: 5413.964844
	Iteration 92Q: 3 clusters Score -8608598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -8608607.000000 Penalty: 5413.964844
	Iteration 93Q: 3 clusters Score -8608607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -8608608.000000 Penalty: 5413.964844
	Iteration 94Q: 3 clusters Score -8608608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -8608605.000000 Penalty: 5413.964844
	Iteration 95Q: 3 clusters Score -8608605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -8608609.000000 Penalty: 5413.964844
	Iteration 96Q: 3 clusters Score -8608609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -8608625.000000 Penalty: 5413.964844
	Iteration 97Q: 3 clusters Score -8608625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -8608621.000000 Penalty: 5413.964844
	Iteration 98Q: 3 clusters Score -8608621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -8608614.000000 Penalty: 5413.964844
	Iteration 99Q: 3 clusters Score -8608614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -8608619.000000 Penalty: 5413.964844
	Iteration 100F: 3 clusters Score -8608619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -8608621.000000 Penalty: 5413.964844
	Iteration 101Q: 3 clusters Score -8608621 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -8608633.000000 Penalty: 5413.964844
	Iteration 102Q: 3 clusters Score -8608633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -8608618.000000 Penalty: 5413.964844
	Iteration 103Q: 3 clusters Score -8608618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -8608611.000000 Penalty: 5413.964844
	Iteration 104Q: 3 clusters Score -8608611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -8608615.000000 Penalty: 5413.964844
	Iteration 105Q: 3 clusters Score -8608615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -8608607.000000 Penalty: 5413.964844
	Iteration 106Q: 3 clusters Score -8608607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -8608619.000000 Penalty: 5413.964844
	Iteration 107Q: 3 clusters Score -8608619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -8608625.000000 Penalty: 5413.964844
	Iteration 108Q: 3 clusters Score -8608625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -8608617.000000 Penalty: 5413.964844
	Iteration 109Q: 3 clusters Score -8608617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -8608629.000000 Penalty: 5413.964844
	Iteration 110Q: 3 clusters Score -8608629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -8608630.000000 Penalty: 5413.964844
	Iteration 111Q: 3 clusters Score -8608630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -8608635.000000 Penalty: 5413.964844
	Iteration 112Q: 3 clusters Score -8608635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -8608623.000000 Penalty: 5413.964844
	Iteration 113Q: 3 clusters Score -8608623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -8608623.000000 Penalty: 5413.964844
	Iteration 114Q: 3 clusters Score -8608623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -8608620.000000 Penalty: 5413.964844
	Iteration 115Q: 3 clusters Score -8608620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -8608629.000000 Penalty: 5413.964844
	Iteration 116Q: 3 clusters Score -8608629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -8608626.000000 Penalty: 5413.964844
	Iteration 117Q: 3 clusters Score -8608626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -8608628.000000 Penalty: 5413.964844
	Iteration 118Q: 3 clusters Score -8608628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -8608623.000000 Penalty: 5413.964844
	Iteration 119Q: 3 clusters Score -8608623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -8608631.000000 Penalty: 5413.964844
	Iteration 120F: 3 clusters Score -8608631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -8608617.000000 Penalty: 5413.964844
	Iteration 121Q: 3 clusters Score -8608617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -8608623.000000 Penalty: 5413.964844
	Iteration 122Q: 3 clusters Score -8608623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -8608627.000000 Penalty: 5413.964844
	Iteration 123Q: 3 clusters Score -8608627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -8608629.000000 Penalty: 5413.964844
	Iteration 124Q: 3 clusters Score -8608629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -8608622.000000 Penalty: 5413.964844
	Iteration 125Q: 3 clusters Score -8608622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -8608617.000000 Penalty: 5413.964844
	Iteration 126Q: 3 clusters Score -8608617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -8608617.000000 Penalty: 5413.964844
	Iteration 127F: 3 clusters Score -8608617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Entering Unmasked Estep 
Score: -3180941.000000 Penalty: 2468.188477
	Iteration 0F: 2 clusters Score -3180941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3166327.250000 Penalty: 4936.376953
	Iteration 0F: 3 clusters Score -3166327 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -3173291.000000 Penalty: 4936.376953
	Iteration 1F: 3 clusters Score -3173291 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3176614.250000 Penalty: 4936.376953
	Iteration 2F: 3 clusters Score -3176614 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3179142.500000 Penalty: 4936.376953
	Iteration 3F: 3 clusters Score -3179142 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -3181003.250000 Penalty: 4936.376953
	Iteration 4F: 3 clusters Score -3181003 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3182414.000000 Penalty: 4936.376953
	Iteration 5F: 3 clusters Score -3182414 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3183285.500000 Penalty: 4936.376953
	Iteration 6F: 3 clusters Score -3183286 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -3183923.750000 Penalty: 4936.376953
	Iteration 7Q: 3 clusters Score -3183924 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -3184522.750000 Penalty: 4936.376953
	Iteration 8Q: 3 clusters Score -3184523 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3185527.500000 Penalty: 4936.376953
	Iteration 9Q: 3 clusters Score -3185528 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -3186573.750000 Penalty: 4936.376953
	Iteration 10Q: 3 clusters Score -3186574 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -3186963.500000 Penalty: 4936.376953
	Iteration 11Q: 3 clusters Score -3186964 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -3187107.250000 Penalty: 4936.376953
	Iteration 12Q: 3 clusters Score -3187107 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -3187192.500000 Penalty: 4936.376953
	Iteration 13Q: 3 clusters Score -3187192 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3187242.000000 Penalty: 4936.376953
	Iteration 14Q: 3 clusters Score -3187242 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -3187316.250000 Penalty: 4936.376953
	Iteration 15Q: 3 clusters Score -3187316 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -3187370.750000 Penalty: 4936.376953
	Iteration 16Q: 3 clusters Score -3187371 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -3187439.500000 Penalty: 4936.376953
	Iteration 17Q: 3 clusters Score -3187440 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -3187487.250000 Penalty: 4936.376953
	Iteration 18Q: 3 clusters Score -3187487 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -3187552.750000 Penalty: 4936.376953
	Iteration 19Q: 3 clusters Score -3187553 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -3187585.000000 Penalty: 4936.376953
	Iteration 20F: 3 clusters Score -3187585 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -3187601.250000 Penalty: 4936.376953
	Iteration 21Q: 3 clusters Score -3187601 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -3187611.500000 Penalty: 4936.376953
	Iteration 22Q: 3 clusters Score -3187612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3187630.000000 Penalty: 4936.376953
	Iteration 23Q: 3 clusters Score -3187630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3187632.250000 Penalty: 4936.376953
	Iteration 24Q: 3 clusters Score -3187632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3187640.250000 Penalty: 4936.376953
	Iteration 25Q: 3 clusters Score -3187640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -3187650.250000 Penalty: 4936.376953
	Iteration 26Q: 3 clusters Score -3187650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -3187653.250000 Penalty: 4936.376953
	Iteration 27Q: 3 clusters Score -3187653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3187652.000000 Penalty: 4936.376953
	Iteration 28Q: 3 clusters Score -3187652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -3187654.750000 Penalty: 4936.376953
	Iteration 29Q: 3 clusters Score -3187655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -3187657.500000 Penalty: 4936.376953
	Iteration 30Q: 3 clusters Score -3187658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -3187661.250000 Penalty: 4936.376953
	Iteration 31Q: 3 clusters Score -3187661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3187666.500000 Penalty: 4936.376953
	Iteration 32Q: 3 clusters Score -3187666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3187665.250000 Penalty: 4936.376953
	Iteration 33Q: 3 clusters Score -3187665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3187668.750000 Penalty: 4936.376953
	Iteration 34Q: 3 clusters Score -3187669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -3187674.250000 Penalty: 4936.376953
	Iteration 35Q: 3 clusters Score -3187674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -3187671.250000 Penalty: 4936.376953
	Iteration 36Q: 3 clusters Score -3187671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -3187667.500000 Penalty: 4936.376953
	Iteration 37Q: 3 clusters Score -3187668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3187669.000000 Penalty: 4936.376953
	Iteration 38Q: 3 clusters Score -3187669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3187666.250000 Penalty: 4936.376953
	Iteration 39Q: 3 clusters Score -3187666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3187667.750000 Penalty: 4936.376953
	Iteration 40F: 3 clusters Score -3187668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3187667.500000 Penalty: 4936.376953
	Iteration 41Q: 3 clusters Score -3187668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3187669.000000 Penalty: 4936.376953
	Iteration 42Q: 3 clusters Score -3187669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -3187670.500000 Penalty: 4936.376953
	Iteration 43Q: 3 clusters Score -3187670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3187668.000000 Penalty: 4936.376953
	Iteration 44Q: 3 clusters Score -3187668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3187668.000000 Penalty: 4936.376953
	Iteration 45F: 3 clusters Score -3187668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 149450 members 
Mstep: Class 4 contains 22622 members 
Mstep: Class 5 contains 12615 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 26254 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 14101 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 15543 members 
Mstep: Class 15 contains 72550 members 
Mstep: Class 16 contains 71054 members 
Mstep: Class 17 contains 17198 members 
Mstep: Class 18 contains 20723 members 
Mstep: Class 19 contains 31798 members 
Mstep: Class 20 contains 12141 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 112734 members 
Mstep: Class 23 contains 8167 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 20284 members 
Mstep: Class 26 contains 13157 members 
Mstep: Class 27 contains 938 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 60909 members 
Mstep: Class 30 contains 5459 members 
Entering Unmasked Estep 
Score: -122355816.000000 Penalty: 101136.507812
Splitting cluster 14 changes total score from -122263128.000000 to -122355816.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (72550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72550 members 
Entering Unmasked Estep 
Score: -11235610.000000 Penalty: 2775.623779
	Iteration 0F: 2 clusters Score -1.123561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -11186946.000000 Penalty: 5551.247559
	Iteration 0F: 3 clusters Score -1.118695e+07 nChanged 34097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -11206666.000000 Penalty: 5551.247559
	Iteration 1F: 3 clusters Score -1.120667e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -11208845.000000 Penalty: 5551.247559
	Iteration 2Q: 3 clusters Score -1.120884e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -11217528.000000 Penalty: 5551.247559
	Iteration 3F: 3 clusters Score -1.121753e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -11233970.000000 Penalty: 5551.247559
	Iteration 4F: 3 clusters Score -1.123397e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -11246697.000000 Penalty: 5551.247559
	Iteration 5F: 3 clusters Score -1.12467e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -11252412.000000 Penalty: 5551.247559
	Iteration 6F: 3 clusters Score -1.125241e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -11254299.000000 Penalty: 5551.247559
	Iteration 7Q: 3 clusters Score -1.12543e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -11255246.000000 Penalty: 5551.247559
	Iteration 8Q: 3 clusters Score -1.125525e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -11255822.000000 Penalty: 5551.247559
	Iteration 9Q: 3 clusters Score -1.125582e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -11256198.000000 Penalty: 5551.247559
	Iteration 10Q: 3 clusters Score -1.12562e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -11256467.000000 Penalty: 5551.247559
	Iteration 11Q: 3 clusters Score -1.125647e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -11256674.000000 Penalty: 5551.247559
	Iteration 12Q: 3 clusters Score -1.125667e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -11256846.000000 Penalty: 5551.247559
	Iteration 13Q: 3 clusters Score -1.125685e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 57650 members 
Entering Unmasked Estep 
Score: -11256991.000000 Penalty: 5551.247559
	Iteration 14Q: 3 clusters Score -1.125699e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -11257124.000000 Penalty: 5551.247559
	Iteration 15Q: 3 clusters Score -1.125712e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 58572 members 
Entering Unmasked Estep 
Score: -11257200.000000 Penalty: 5551.247559
	Iteration 16Q: 3 clusters Score -1.12572e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -11257360.000000 Penalty: 5551.247559
	Iteration 17Q: 3 clusters Score -1.125736e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -11257394.000000 Penalty: 5551.247559
	Iteration 18Q: 3 clusters Score -1.125739e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
Score: -11257441.000000 Penalty: 5551.247559
	Iteration 19Q: 3 clusters Score -1.125744e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -11257459.000000 Penalty: 5551.247559
	Iteration 20F: 3 clusters Score -1.125746e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -11257519.000000 Penalty: 5551.247559
	Iteration 21Q: 3 clusters Score -1.125752e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -11257613.000000 Penalty: 5551.247559
	Iteration 22Q: 3 clusters Score -1.125761e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -11257611.000000 Penalty: 5551.247559
	Iteration 23Q: 3 clusters Score -1.125761e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 60659 members 
Entering Unmasked Estep 
Score: -11257632.000000 Penalty: 5551.247559
	Iteration 24Q: 3 clusters Score -1.125763e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -11257635.000000 Penalty: 5551.247559
	Iteration 25Q: 3 clusters Score -1.125764e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -11257648.000000 Penalty: 5551.247559
	Iteration 26Q: 3 clusters Score -1.125765e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 61004 members 
Entering Unmasked Estep 
Score: -11257667.000000 Penalty: 5551.247559
	Iteration 27Q: 3 clusters Score -1.125767e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -11257675.000000 Penalty: 5551.247559
	Iteration 28Q: 3 clusters Score -1.125768e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -11257695.000000 Penalty: 5551.247559
	Iteration 29Q: 3 clusters Score -1.12577e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -11257681.000000 Penalty: 5551.247559
	Iteration 30Q: 3 clusters Score -1.125768e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -11257679.000000 Penalty: 5551.247559
	Iteration 31Q: 3 clusters Score -1.125768e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -11257689.000000 Penalty: 5551.247559
	Iteration 32Q: 3 clusters Score -1.125769e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -11257703.000000 Penalty: 5551.247559
	Iteration 33Q: 3 clusters Score -1.12577e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -11257705.000000 Penalty: 5551.247559
	Iteration 34Q: 3 clusters Score -1.12577e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 61511 members 
Entering Unmasked Estep 
Score: -11257723.000000 Penalty: 5551.247559
	Iteration 35Q: 3 clusters Score -1.125772e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -11257723.000000 Penalty: 5551.247559
	Iteration 36Q: 3 clusters Score -1.125772e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 61597 members 
Entering Unmasked Estep 
Score: -11257712.000000 Penalty: 5551.247559
	Iteration 37Q: 3 clusters Score -1.125771e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -11257719.000000 Penalty: 5551.247559
	Iteration 38Q: 3 clusters Score -1.125772e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -11257738.000000 Penalty: 5551.247559
	Iteration 39Q: 3 clusters Score -1.125774e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -11257734.000000 Penalty: 5551.247559
	Iteration 40F: 3 clusters Score -1.125773e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 61739 members 
Entering Unmasked Estep 
Score: -11257744.000000 Penalty: 5551.247559
	Iteration 41Q: 3 clusters Score -1.125774e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -11257738.000000 Penalty: 5551.247559
	Iteration 42Q: 3 clusters Score -1.125774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -11257734.000000 Penalty: 5551.247559
	Iteration 43Q: 3 clusters Score -1.125773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -11257742.000000 Penalty: 5551.247559
	Iteration 44Q: 3 clusters Score -1.125774e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 61831 members 
Entering Unmasked Estep 
Score: -11257738.000000 Penalty: 5551.247559
	Iteration 45Q: 3 clusters Score -1.125774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 61843 members 
Entering Unmasked Estep 
Score: -11257755.000000 Penalty: 5551.247559
	Iteration 46Q: 3 clusters Score -1.125776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -11257745.000000 Penalty: 5551.247559
	Iteration 47Q: 3 clusters Score -1.125774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -11257745.000000 Penalty: 5551.247559
	Iteration 48Q: 3 clusters Score -1.125774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -11257751.000000 Penalty: 5551.247559
	Iteration 49Q: 3 clusters Score -1.125775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
Score: -11257763.000000 Penalty: 5551.247559
	Iteration 50Q: 3 clusters Score -1.125776e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 61923 members 
Entering Unmasked Estep 
Score: -11257745.000000 Penalty: 5551.247559
	Iteration 51Q: 3 clusters Score -1.125774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -11257747.000000 Penalty: 5551.247559
	Iteration 52Q: 3 clusters Score -1.125775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -11257764.000000 Penalty: 5551.247559
	Iteration 53Q: 3 clusters Score -1.125776e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 61989 members 
Entering Unmasked Estep 
Score: -11257753.000000 Penalty: 5551.247559
	Iteration 54Q: 3 clusters Score -1.125775e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -11257754.000000 Penalty: 5551.247559
	Iteration 55Q: 3 clusters Score -1.125775e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -11257771.000000 Penalty: 5551.247559
	Iteration 56Q: 3 clusters Score -1.125777e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 62041 members 
Entering Unmasked Estep 
Score: -11257766.000000 Penalty: 5551.247559
	Iteration 57Q: 3 clusters Score -1.125777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 62058 members 
Entering Unmasked Estep 
Score: -11257777.000000 Penalty: 5551.247559
	Iteration 58Q: 3 clusters Score -1.125778e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 62076 members 
Entering Unmasked Estep 
Score: -11257783.000000 Penalty: 5551.247559
	Iteration 59Q: 3 clusters Score -1.125778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -11257778.000000 Penalty: 5551.247559
	Iteration 60F: 3 clusters Score -1.125778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 62100 members 
Entering Unmasked Estep 
Score: -11257788.000000 Penalty: 5551.247559
	Iteration 61Q: 3 clusters Score -1.125779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -11257788.000000 Penalty: 5551.247559
	Iteration 62Q: 3 clusters Score -1.125779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 62111 members 
Entering Unmasked Estep 
Score: -11257798.000000 Penalty: 5551.247559
	Iteration 63Q: 3 clusters Score -1.12578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -11257795.000000 Penalty: 5551.247559
	Iteration 64Q: 3 clusters Score -1.12578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -11257790.000000 Penalty: 5551.247559
	Iteration 65Q: 3 clusters Score -1.125779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -11257797.000000 Penalty: 5551.247559
	Iteration 66Q: 3 clusters Score -1.12578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -11257791.000000 Penalty: 5551.247559
	Iteration 67Q: 3 clusters Score -1.125779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 62150 members 
Entering Unmasked Estep 
Score: -11257797.000000 Penalty: 5551.247559
	Iteration 68Q: 3 clusters Score -1.12578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -11257799.000000 Penalty: 5551.247559
	Iteration 69Q: 3 clusters Score -1.12578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -11257802.000000 Penalty: 5551.247559
	Iteration 70Q: 3 clusters Score -1.12578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -11257815.000000 Penalty: 5551.247559
	Iteration 71Q: 3 clusters Score -1.125782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -11257815.000000 Penalty: 5551.247559
	Iteration 72Q: 3 clusters Score -1.125782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -11257808.000000 Penalty: 5551.247559
	Iteration 73Q: 3 clusters Score -1.125781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 62222 members 
Entering Unmasked Estep 
Score: -11257806.000000 Penalty: 5551.247559
	Iteration 74Q: 3 clusters Score -1.125781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
Score: -11257811.000000 Penalty: 5551.247559
	Iteration 75Q: 3 clusters Score -1.125781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -11257815.000000 Penalty: 5551.247559
	Iteration 76Q: 3 clusters Score -1.125782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -11257824.000000 Penalty: 5551.247559
	Iteration 77Q: 3 clusters Score -1.125782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 62264 members 
Entering Unmasked Estep 
Score: -11257824.000000 Penalty: 5551.247559
	Iteration 78Q: 3 clusters Score -1.125782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -11257819.000000 Penalty: 5551.247559
	Iteration 79Q: 3 clusters Score -1.125782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 62274 members 
Entering Unmasked Estep 
Score: -11257838.000000 Penalty: 5551.247559
	Iteration 80F: 3 clusters Score -1.125784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 62276 members 
Entering Unmasked Estep 
Score: -11257846.000000 Penalty: 5551.247559
	Iteration 81Q: 3 clusters Score -1.125785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -11257845.000000 Penalty: 5551.247559
	Iteration 82Q: 3 clusters Score -1.125784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -11257845.000000 Penalty: 5551.247559
	Iteration 83F: 3 clusters Score -1.125784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 149450 members 
Mstep: Class 4 contains 22622 members 
Mstep: Class 5 contains 12615 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 26254 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 14101 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 15543 members 
Mstep: Class 15 contains 10273 members 
Mstep: Class 16 contains 71054 members 
Mstep: Class 17 contains 17198 members 
Mstep: Class 18 contains 20723 members 
Mstep: Class 19 contains 31798 members 
Mstep: Class 20 contains 12141 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 112734 members 
Mstep: Class 23 contains 8167 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 20284 members 
Mstep: Class 26 contains 13157 members 
Mstep: Class 27 contains 938 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 60909 members 
Mstep: Class 30 contains 5459 members 
Mstep: Class 31 contains 62277 members 
Entering Unmasked Estep 
Score: -122378504.000000 Penalty: 104507.726562
Splitting cluster 15 changes total score from -122263128.000000 to -122378504.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (71054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71054 members 
Entering Unmasked Estep 
Score: -11296509.000000 Penalty: 2770.456299
	Iteration 0F: 2 clusters Score -1.129651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -11248798.000000 Penalty: 5540.912598
	Iteration 0F: 3 clusters Score -1.12488e+07 nChanged 33236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -11267602.000000 Penalty: 5540.912598
	Iteration 1F: 3 clusters Score -1.12676e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -11268520.000000 Penalty: 5540.912598
	Iteration 2Q: 3 clusters Score -1.126852e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -11269645.000000 Penalty: 5540.912598
	Iteration 3Q: 3 clusters Score -1.126964e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -11271277.000000 Penalty: 5540.912598
	Iteration 4F: 3 clusters Score -1.127128e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -11274245.000000 Penalty: 5540.912598
	Iteration 5F: 3 clusters Score -1.127424e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -11278489.000000 Penalty: 5540.912598
	Iteration 6F: 3 clusters Score -1.127849e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
Score: -11283436.000000 Penalty: 5540.912598
	Iteration 7F: 3 clusters Score -1.128344e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 63435 members 
Entering Unmasked Estep 
Score: -11287826.000000 Penalty: 5540.912598
	Iteration 8F: 3 clusters Score -1.128783e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -11290764.000000 Penalty: 5540.912598
	Iteration 9Q: 3 clusters Score -1.129076e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -11292462.000000 Penalty: 5540.912598
	Iteration 10Q: 3 clusters Score -1.129246e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -11293316.000000 Penalty: 5540.912598
	Iteration 11Q: 3 clusters Score -1.129332e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -11293801.000000 Penalty: 5540.912598
	Iteration 12Q: 3 clusters Score -1.12938e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -11294031.000000 Penalty: 5540.912598
	Iteration 13Q: 3 clusters Score -1.129403e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 69441 members 
Entering Unmasked Estep 
Score: -11294196.000000 Penalty: 5540.912598
	Iteration 14Q: 3 clusters Score -1.12942e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -11294311.000000 Penalty: 5540.912598
	Iteration 15Q: 3 clusters Score -1.129431e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 69502 members 
Entering Unmasked Estep 
Score: -11294415.000000 Penalty: 5540.912598
	Iteration 16Q: 3 clusters Score -1.129442e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -11294477.000000 Penalty: 5540.912598
	Iteration 17Q: 3 clusters Score -1.129448e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -11294543.000000 Penalty: 5540.912598
	Iteration 18Q: 3 clusters Score -1.129454e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 69506 members 
Entering Unmasked Estep 
Score: -11294623.000000 Penalty: 5540.912598
	Iteration 19Q: 3 clusters Score -1.129462e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -11294674.000000 Penalty: 5540.912598
	Iteration 20F: 3 clusters Score -1.129467e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -11294703.000000 Penalty: 5540.912598
	Iteration 21Q: 3 clusters Score -1.12947e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -11294721.000000 Penalty: 5540.912598
	Iteration 22Q: 3 clusters Score -1.129472e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 69373 members 
Entering Unmasked Estep 
Score: -11294749.000000 Penalty: 5540.912598
	Iteration 23Q: 3 clusters Score -1.129475e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 69343 members 
Entering Unmasked Estep 
Score: -11294762.000000 Penalty: 5540.912598
	Iteration 24Q: 3 clusters Score -1.129476e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -11294776.000000 Penalty: 5540.912598
	Iteration 25Q: 3 clusters Score -1.129478e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -11294784.000000 Penalty: 5540.912598
	Iteration 26Q: 3 clusters Score -1.129478e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -11294812.000000 Penalty: 5540.912598
	Iteration 27Q: 3 clusters Score -1.129481e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -11294827.000000 Penalty: 5540.912598
	Iteration 28Q: 3 clusters Score -1.129483e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 69187 members 
Entering Unmasked Estep 
Score: -11294837.000000 Penalty: 5540.912598
	Iteration 29Q: 3 clusters Score -1.129484e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -11294859.000000 Penalty: 5540.912598
	Iteration 30Q: 3 clusters Score -1.129486e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 69130 members 
Entering Unmasked Estep 
Score: -11294879.000000 Penalty: 5540.912598
	Iteration 31Q: 3 clusters Score -1.129488e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 69107 members 
Entering Unmasked Estep 
Score: -11294873.000000 Penalty: 5540.912598
	Iteration 32Q: 3 clusters Score -1.129487e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -11294887.000000 Penalty: 5540.912598
	Iteration 33Q: 3 clusters Score -1.129489e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
Score: -11294915.000000 Penalty: 5540.912598
	Iteration 34Q: 3 clusters Score -1.129492e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -11294928.000000 Penalty: 5540.912598
	Iteration 35Q: 3 clusters Score -1.129493e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 68994 members 
Entering Unmasked Estep 
Score: -11294936.000000 Penalty: 5540.912598
	Iteration 36Q: 3 clusters Score -1.129494e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
Score: -11294929.000000 Penalty: 5540.912598
	Iteration 37Q: 3 clusters Score -1.129493e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
Score: -11294945.000000 Penalty: 5540.912598
	Iteration 38Q: 3 clusters Score -1.129494e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 68906 members 
Entering Unmasked Estep 
Score: -11294949.000000 Penalty: 5540.912598
	Iteration 39Q: 3 clusters Score -1.129495e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 68875 members 
Entering Unmasked Estep 
Score: -11294962.000000 Penalty: 5540.912598
	Iteration 40F: 3 clusters Score -1.129496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
Score: -11294964.000000 Penalty: 5540.912598
	Iteration 41Q: 3 clusters Score -1.129496e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 68817 members 
Entering Unmasked Estep 
Score: -11294969.000000 Penalty: 5540.912598
	Iteration 42Q: 3 clusters Score -1.129497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -11294985.000000 Penalty: 5540.912598
	Iteration 43Q: 3 clusters Score -1.129498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -11294971.000000 Penalty: 5540.912598
	Iteration 44Q: 3 clusters Score -1.129497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -11294986.000000 Penalty: 5540.912598
	Iteration 45Q: 3 clusters Score -1.129499e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
Score: -11294989.000000 Penalty: 5540.912598
	Iteration 46Q: 3 clusters Score -1.129499e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -11294991.000000 Penalty: 5540.912598
	Iteration 47Q: 3 clusters Score -1.129499e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -11294988.000000 Penalty: 5540.912598
	Iteration 48Q: 3 clusters Score -1.129499e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 68682 members 
Entering Unmasked Estep 
Score: -11294989.000000 Penalty: 5540.912598
	Iteration 49Q: 3 clusters Score -1.129499e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 68655 members 
Entering Unmasked Estep 
Score: -11294995.000000 Penalty: 5540.912598
	Iteration 50Q: 3 clusters Score -1.1295e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
Score: -11295002.000000 Penalty: 5540.912598
	Iteration 51Q: 3 clusters Score -1.1295e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 68591 members 
Entering Unmasked Estep 
Score: -11295009.000000 Penalty: 5540.912598
	Iteration 52Q: 3 clusters Score -1.129501e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 68559 members 
Entering Unmasked Estep 
Score: -11295044.000000 Penalty: 5540.912598
	Iteration 53Q: 3 clusters Score -1.129504e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 68522 members 
Entering Unmasked Estep 
Score: -11295034.000000 Penalty: 5540.912598
	Iteration 54Q: 3 clusters Score -1.129503e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -11295042.000000 Penalty: 5540.912598
	Iteration 55Q: 3 clusters Score -1.129504e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 68441 members 
Entering Unmasked Estep 
Score: -11295053.000000 Penalty: 5540.912598
	Iteration 56Q: 3 clusters Score -1.129505e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -11295058.000000 Penalty: 5540.912598
	Iteration 57Q: 3 clusters Score -1.129506e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -11295066.000000 Penalty: 5540.912598
	Iteration 58Q: 3 clusters Score -1.129507e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -11295081.000000 Penalty: 5540.912598
	Iteration 59Q: 3 clusters Score -1.129508e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -11295101.000000 Penalty: 5540.912598
	Iteration 60F: 3 clusters Score -1.12951e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -11295106.000000 Penalty: 5540.912598
	Iteration 61Q: 3 clusters Score -1.129511e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -11295121.000000 Penalty: 5540.912598
	Iteration 62Q: 3 clusters Score -1.129512e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -11295115.000000 Penalty: 5540.912598
	Iteration 63Q: 3 clusters Score -1.129512e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 68218 members 
Entering Unmasked Estep 
Score: -11295113.000000 Penalty: 5540.912598
	Iteration 64Q: 3 clusters Score -1.129511e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -11295113.000000 Penalty: 5540.912598
	Iteration 65Q: 3 clusters Score -1.129511e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 68157 members 
Entering Unmasked Estep 
Score: -11295102.000000 Penalty: 5540.912598
	Iteration 66Q: 3 clusters Score -1.12951e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 68118 members 
Entering Unmasked Estep 
Score: -11295105.000000 Penalty: 5540.912598
	Iteration 67Q: 3 clusters Score -1.12951e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -11295114.000000 Penalty: 5540.912598
	Iteration 68Q: 3 clusters Score -1.129511e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -11295118.000000 Penalty: 5540.912598
	Iteration 69Q: 3 clusters Score -1.129512e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -11295135.000000 Penalty: 5540.912598
	Iteration 70Q: 3 clusters Score -1.129514e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -11295156.000000 Penalty: 5540.912598
	Iteration 71Q: 3 clusters Score -1.129516e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 67923 members 
Entering Unmasked Estep 
Score: -11295159.000000 Penalty: 5540.912598
	Iteration 72Q: 3 clusters Score -1.129516e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 67882 members 
Entering Unmasked Estep 
Score: -11295169.000000 Penalty: 5540.912598
	Iteration 73Q: 3 clusters Score -1.129517e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 67832 members 
Entering Unmasked Estep 
Score: -11295177.000000 Penalty: 5540.912598
	Iteration 74Q: 3 clusters Score -1.129518e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 67759 members 
Entering Unmasked Estep 
Score: -11295201.000000 Penalty: 5540.912598
	Iteration 75Q: 3 clusters Score -1.12952e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -11295203.000000 Penalty: 5540.912598
	Iteration 76Q: 3 clusters Score -1.12952e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -11295234.000000 Penalty: 5540.912598
	Iteration 77Q: 3 clusters Score -1.129523e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 67559 members 
Entering Unmasked Estep 
Score: -11295274.000000 Penalty: 5540.912598
	Iteration 78Q: 3 clusters Score -1.129527e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 67491 members 
Entering Unmasked Estep 
Score: -11295276.000000 Penalty: 5540.912598
	Iteration 79Q: 3 clusters Score -1.129528e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -11295322.000000 Penalty: 5540.912598
	Iteration 80F: 3 clusters Score -1.129532e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -11295342.000000 Penalty: 5540.912598
	Iteration 81Q: 3 clusters Score -1.129534e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 67306 members 
Entering Unmasked Estep 
Score: -11295356.000000 Penalty: 5540.912598
	Iteration 82Q: 3 clusters Score -1.129536e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -11295376.000000 Penalty: 5540.912598
	Iteration 83Q: 3 clusters Score -1.129538e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 67189 members 
Entering Unmasked Estep 
Score: -11295376.000000 Penalty: 5540.912598
	Iteration 84Q: 3 clusters Score -1.129538e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -11295373.000000 Penalty: 5540.912598
	Iteration 85Q: 3 clusters Score -1.129537e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 67077 members 
Entering Unmasked Estep 
Score: -11295364.000000 Penalty: 5540.912598
	Iteration 86Q: 3 clusters Score -1.129536e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 67028 members 
Entering Unmasked Estep 
Score: -11295385.000000 Penalty: 5540.912598
	Iteration 87Q: 3 clusters Score -1.129538e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 66972 members 
Entering Unmasked Estep 
Score: -11295399.000000 Penalty: 5540.912598
	Iteration 88Q: 3 clusters Score -1.12954e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -11295401.000000 Penalty: 5540.912598
	Iteration 89Q: 3 clusters Score -1.12954e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -11295410.000000 Penalty: 5540.912598
	Iteration 90Q: 3 clusters Score -1.129541e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 66834 members 
Entering Unmasked Estep 
Score: -11295419.000000 Penalty: 5540.912598
	Iteration 91Q: 3 clusters Score -1.129542e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -11295423.000000 Penalty: 5540.912598
	Iteration 92Q: 3 clusters Score -1.129542e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 66751 members 
Entering Unmasked Estep 
Score: -11295416.000000 Penalty: 5540.912598
	Iteration 93Q: 3 clusters Score -1.129542e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -11295430.000000 Penalty: 5540.912598
	Iteration 94Q: 3 clusters Score -1.129543e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 66679 members 
Entering Unmasked Estep 
Score: -11295446.000000 Penalty: 5540.912598
	Iteration 95Q: 3 clusters Score -1.129545e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
Score: -11295443.000000 Penalty: 5540.912598
	Iteration 96Q: 3 clusters Score -1.129544e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 66583 members 
Entering Unmasked Estep 
Score: -11295457.000000 Penalty: 5540.912598
	Iteration 97Q: 3 clusters Score -1.129546e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -11295475.000000 Penalty: 5540.912598
	Iteration 98Q: 3 clusters Score -1.129548e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -11295489.000000 Penalty: 5540.912598
	Iteration 99Q: 3 clusters Score -1.129549e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -11295478.000000 Penalty: 5540.912598
	Iteration 100F: 3 clusters Score -1.129548e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -11295501.000000 Penalty: 5540.912598
	Iteration 101Q: 3 clusters Score -1.12955e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 66254 members 
Entering Unmasked Estep 
Score: -11295513.000000 Penalty: 5540.912598
	Iteration 102Q: 3 clusters Score -1.129551e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -11295518.000000 Penalty: 5540.912598
	Iteration 103Q: 3 clusters Score -1.129552e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -11295513.000000 Penalty: 5540.912598
	Iteration 104Q: 3 clusters Score -1.129551e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -11295534.000000 Penalty: 5540.912598
	Iteration 105Q: 3 clusters Score -1.129553e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 66001 members 
Entering Unmasked Estep 
Score: -11295529.000000 Penalty: 5540.912598
	Iteration 106Q: 3 clusters Score -1.129553e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -11295557.000000 Penalty: 5540.912598
	Iteration 107Q: 3 clusters Score -1.129556e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
Score: -11295542.000000 Penalty: 5540.912598
	Iteration 108Q: 3 clusters Score -1.129554e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 65862 members 
Entering Unmasked Estep 
Score: -11295550.000000 Penalty: 5540.912598
	Iteration 109Q: 3 clusters Score -1.129555e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -11295548.000000 Penalty: 5540.912598
	Iteration 110Q: 3 clusters Score -1.129555e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -11295552.000000 Penalty: 5540.912598
	Iteration 111Q: 3 clusters Score -1.129555e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -11295556.000000 Penalty: 5540.912598
	Iteration 112Q: 3 clusters Score -1.129556e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 65708 members 
Entering Unmasked Estep 
Score: -11295548.000000 Penalty: 5540.912598
	Iteration 113Q: 3 clusters Score -1.129555e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -11295567.000000 Penalty: 5540.912598
	Iteration 114Q: 3 clusters Score -1.129557e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -11295566.000000 Penalty: 5540.912598
	Iteration 115Q: 3 clusters Score -1.129557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -11295561.000000 Penalty: 5540.912598
	Iteration 116Q: 3 clusters Score -1.129556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -11295570.000000 Penalty: 5540.912598
	Iteration 117Q: 3 clusters Score -1.129557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -11295561.000000 Penalty: 5540.912598
	Iteration 118Q: 3 clusters Score -1.129556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -11295551.000000 Penalty: 5540.912598
	Iteration 119Q: 3 clusters Score -1.129555e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 65586 members 
Entering Unmasked Estep 
Score: -11295552.000000 Penalty: 5540.912598
	Iteration 120F: 3 clusters Score -1.129555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -11295569.000000 Penalty: 5540.912598
	Iteration 121Q: 3 clusters Score -1.129557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 65568 members 
Entering Unmasked Estep 
Score: -11295570.000000 Penalty: 5540.912598
	Iteration 122Q: 3 clusters Score -1.129557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 65560 members 
Entering Unmasked Estep 
Score: -11295558.000000 Penalty: 5540.912598
	Iteration 123Q: 3 clusters Score -1.129556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -11295555.000000 Penalty: 5540.912598
	Iteration 124Q: 3 clusters Score -1.129556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 65527 members 
Entering Unmasked Estep 
Score: -11295563.000000 Penalty: 5540.912598
	Iteration 125Q: 3 clusters Score -1.129556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 65514 members 
Entering Unmasked Estep 
Score: -11295580.000000 Penalty: 5540.912598
	Iteration 126Q: 3 clusters Score -1.129558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -11295574.000000 Penalty: 5540.912598
	Iteration 127Q: 3 clusters Score -1.129557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 65483 members 
Entering Unmasked Estep 
Score: -11295571.000000 Penalty: 5540.912598
	Iteration 128Q: 3 clusters Score -1.129557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 65468 members 
Entering Unmasked Estep 
Score: -11295575.000000 Penalty: 5540.912598
	Iteration 129Q: 3 clusters Score -1.129558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
Score: -11295568.000000 Penalty: 5540.912598
	Iteration 130Q: 3 clusters Score -1.129557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -11295572.000000 Penalty: 5540.912598
	Iteration 131Q: 3 clusters Score -1.129557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -11295571.000000 Penalty: 5540.912598
	Iteration 132Q: 3 clusters Score -1.129557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 65438 members 
Entering Unmasked Estep 
Score: -11295558.000000 Penalty: 5540.912598
	Iteration 133Q: 3 clusters Score -1.129556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -11295566.000000 Penalty: 5540.912598
	Iteration 134Q: 3 clusters Score -1.129557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -11295580.000000 Penalty: 5540.912598
	Iteration 135Q: 3 clusters Score -1.129558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -11295582.000000 Penalty: 5540.912598
	Iteration 136Q: 3 clusters Score -1.129558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 65405 members 
Entering Unmasked Estep 
Score: -11295570.000000 Penalty: 5540.912598
	Iteration 137Q: 3 clusters Score -1.129557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 65398 members 
Entering Unmasked Estep 
Score: -11295557.000000 Penalty: 5540.912598
	Iteration 138Q: 3 clusters Score -1.129556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 65391 members 
Entering Unmasked Estep 
Score: -11295572.000000 Penalty: 5540.912598
	Iteration 139Q: 3 clusters Score -1.129557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 65384 members 
Entering Unmasked Estep 
Score: -11295565.000000 Penalty: 5540.912598
	Iteration 140F: 3 clusters Score -1.129556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 65381 members 
Entering Unmasked Estep 
Score: -11295568.000000 Penalty: 5540.912598
	Iteration 141Q: 3 clusters Score -1.129557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -11295582.000000 Penalty: 5540.912598
	Iteration 142Q: 3 clusters Score -1.129558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -11295580.000000 Penalty: 5540.912598
	Iteration 143Q: 3 clusters Score -1.129558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -11295578.000000 Penalty: 5540.912598
	Iteration 144Q: 3 clusters Score -1.129558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 65364 members 
Entering Unmasked Estep 
Score: -11295578.000000 Penalty: 5540.912598
	Iteration 145Q: 3 clusters Score -1.129558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -11295577.000000 Penalty: 5540.912598
	Iteration 146Q: 3 clusters Score -1.129558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 65338 members 
Entering Unmasked Estep 
Score: -11295576.000000 Penalty: 5540.912598
	Iteration 147Q: 3 clusters Score -1.129558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 65327 members 
Entering Unmasked Estep 
Score: -11295575.000000 Penalty: 5540.912598
	Iteration 148Q: 3 clusters Score -1.129558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -11295571.000000 Penalty: 5540.912598
	Iteration 149Q: 3 clusters Score -1.129557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -11295576.000000 Penalty: 5540.912598
	Iteration 150Q: 3 clusters Score -1.129558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -11295581.000000 Penalty: 5540.912598
	Iteration 151Q: 3 clusters Score -1.129558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -11295593.000000 Penalty: 5540.912598
	Iteration 152Q: 3 clusters Score -1.129559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -11295597.000000 Penalty: 5540.912598
	Iteration 153Q: 3 clusters Score -1.12956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -11295589.000000 Penalty: 5540.912598
	Iteration 154Q: 3 clusters Score -1.129559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 65239 members 
Entering Unmasked Estep 
Score: -11295585.000000 Penalty: 5540.912598
	Iteration 155Q: 3 clusters Score -1.129558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -11295606.000000 Penalty: 5540.912598
	Iteration 156Q: 3 clusters Score -1.129561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 65210 members 
Entering Unmasked Estep 
Score: -11295608.000000 Penalty: 5540.912598
	Iteration 157Q: 3 clusters Score -1.129561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -11295614.000000 Penalty: 5540.912598
	Iteration 158Q: 3 clusters Score -1.129561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -11295606.000000 Penalty: 5540.912598
	Iteration 159Q: 3 clusters Score -1.129561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -11295608.000000 Penalty: 5540.912598
	Iteration 160F: 3 clusters Score -1.129561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -11295616.000000 Penalty: 5540.912598
	Iteration 161Q: 3 clusters Score -1.129562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -11295621.000000 Penalty: 5540.912598
	Iteration 162Q: 3 clusters Score -1.129562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -11295621.000000 Penalty: 5540.912598
	Iteration 163Q: 3 clusters Score -1.129562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -11295618.000000 Penalty: 5540.912598
	Iteration 164Q: 3 clusters Score -1.129562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -11295626.000000 Penalty: 5540.912598
	Iteration 165Q: 3 clusters Score -1.129563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -11295616.000000 Penalty: 5540.912598
	Iteration 166Q: 3 clusters Score -1.129562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -11295614.000000 Penalty: 5540.912598
	Iteration 167Q: 3 clusters Score -1.129561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -11295618.000000 Penalty: 5540.912598
	Iteration 168Q: 3 clusters Score -1.129562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -11295617.000000 Penalty: 5540.912598
	Iteration 169Q: 3 clusters Score -1.129562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -11295617.000000 Penalty: 5540.912598
	Iteration 170Q: 3 clusters Score -1.129562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -11295623.000000 Penalty: 5540.912598
	Iteration 171Q: 3 clusters Score -1.129562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -11295623.000000 Penalty: 5540.912598
	Iteration 172Q: 3 clusters Score -1.129562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -11295613.000000 Penalty: 5540.912598
	Iteration 173Q: 3 clusters Score -1.129561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -11295620.000000 Penalty: 5540.912598
	Iteration 174Q: 3 clusters Score -1.129562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 65087 members 
Entering Unmasked Estep 
Score: -11295620.000000 Penalty: 5540.912598
	Iteration 175Q: 3 clusters Score -1.129562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -11295633.000000 Penalty: 5540.912598
	Iteration 176Q: 3 clusters Score -1.129563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 65078 members 
Entering Unmasked Estep 
Score: -11295634.000000 Penalty: 5540.912598
	Iteration 177Q: 3 clusters Score -1.129563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -11295630.000000 Penalty: 5540.912598
	Iteration 178Q: 3 clusters Score -1.129563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 65069 members 
Entering Unmasked Estep 
Score: -11295635.000000 Penalty: 5540.912598
	Iteration 179Q: 3 clusters Score -1.129564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -11295624.000000 Penalty: 5540.912598
	Iteration 180F: 3 clusters Score -1.129562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
Score: -11295623.000000 Penalty: 5540.912598
	Iteration 181Q: 3 clusters Score -1.129562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -11295630.000000 Penalty: 5540.912598
	Iteration 182Q: 3 clusters Score -1.129563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -11295631.000000 Penalty: 5540.912598
	Iteration 183Q: 3 clusters Score -1.129563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -11295635.000000 Penalty: 5540.912598
	Iteration 184Q: 3 clusters Score -1.129564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -11295627.000000 Penalty: 5540.912598
	Iteration 185Q: 3 clusters Score -1.129563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 65033 members 
Entering Unmasked Estep 
Score: -11295631.000000 Penalty: 5540.912598
	Iteration 186Q: 3 clusters Score -1.129563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 65029 members 
Entering Unmasked Estep 
Score: -11295638.000000 Penalty: 5540.912598
	Iteration 187Q: 3 clusters Score -1.129564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 65029 members 
Entering Unmasked Estep 
Score: -11295638.000000 Penalty: 5540.912598
	Iteration 188F: 3 clusters Score -1.129564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Entering Unmasked Estep 
Score: -2711960.250000 Penalty: 2418.631836
	Iteration 0F: 2 clusters Score -2711960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2699683.500000 Penalty: 4837.263672
	Iteration 0F: 3 clusters Score -2699684 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2703905.250000 Penalty: 4837.263672
	Iteration 1F: 3 clusters Score -2703905 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2705072.250000 Penalty: 4837.263672
	Iteration 2F: 3 clusters Score -2705072 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2708697.750000 Penalty: 4837.263672
	Iteration 3F: 3 clusters Score -2708698 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2715526.500000 Penalty: 4837.263672
	Iteration 4F: 3 clusters Score -2715526 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2718594.250000 Penalty: 4837.263672
	Iteration 5F: 3 clusters Score -2718594 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2719105.250000 Penalty: 4837.263672
	Iteration 6F: 3 clusters Score -2719105 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2719217.500000 Penalty: 4837.263672
	Iteration 7Q: 3 clusters Score -2719218 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2719262.000000 Penalty: 4837.263672
	Iteration 8Q: 3 clusters Score -2719262 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2719278.750000 Penalty: 4837.263672
	Iteration 9Q: 3 clusters Score -2719279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2719301.000000 Penalty: 4837.263672
	Iteration 10Q: 3 clusters Score -2719301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2719298.500000 Penalty: 4837.263672
	Iteration 11Q: 3 clusters Score -2719298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2719295.250000 Penalty: 4837.263672
	Iteration 12Q: 3 clusters Score -2719295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2719304.500000 Penalty: 4837.263672
	Iteration 13Q: 3 clusters Score -2719304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2719305.250000 Penalty: 4837.263672
	Iteration 14Q: 3 clusters Score -2719305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2719305.750000 Penalty: 4837.263672
	Iteration 15Q: 3 clusters Score -2719306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2719302.250000 Penalty: 4837.263672
	Iteration 16Q: 3 clusters Score -2719302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2719303.250000 Penalty: 4837.263672
	Iteration 17Q: 3 clusters Score -2719303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2719302.000000 Penalty: 4837.263672
	Iteration 18Q: 3 clusters Score -2719302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2719302.000000 Penalty: 4837.263672
	Iteration 19F: 3 clusters Score -2719302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 149450 members 
Mstep: Class 4 contains 22622 members 
Mstep: Class 5 contains 12615 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 26254 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 14101 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 15543 members 
Mstep: Class 15 contains 10273 members 
Mstep: Class 16 contains 71054 members 
Mstep: Class 17 contains 5013 members 
Mstep: Class 18 contains 20723 members 
Mstep: Class 19 contains 31798 members 
Mstep: Class 20 contains 12141 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 112734 members 
Mstep: Class 23 contains 8167 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 20284 members 
Mstep: Class 26 contains 13157 members 
Mstep: Class 27 contains 938 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 60909 members 
Mstep: Class 30 contains 5459 members 
Mstep: Class 31 contains 62277 members 
Mstep: Class 32 contains 12185 members 
Entering Unmasked Estep 
Score: -122384208.000000 Penalty: 107878.937500
Splitting cluster 17 changes total score from -122263128.000000 to -122384208.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (20723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Entering Unmasked Estep 
Score: -3199877.500000 Penalty: 2464.871826
	Iteration 0F: 2 clusters Score -3199878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -3185456.000000 Penalty: 4929.743652
	Iteration 0F: 3 clusters Score -3185456 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -3191482.750000 Penalty: 4929.743652
	Iteration 1F: 3 clusters Score -3191483 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3193461.750000 Penalty: 4929.743652
	Iteration 2F: 3 clusters Score -3193462 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3195349.750000 Penalty: 4929.743652
	Iteration 3F: 3 clusters Score -3195350 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3197263.250000 Penalty: 4929.743652
	Iteration 4F: 3 clusters Score -3197263 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -3198833.500000 Penalty: 4929.743652
	Iteration 5F: 3 clusters Score -3198834 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3199883.750000 Penalty: 4929.743652
	Iteration 6F: 3 clusters Score -3199884 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -3200422.750000 Penalty: 4929.743652
	Iteration 7Q: 3 clusters Score -3200423 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3200740.000000 Penalty: 4929.743652
	Iteration 8Q: 3 clusters Score -3200740 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3200946.750000 Penalty: 4929.743652
	Iteration 9Q: 3 clusters Score -3200947 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3201095.000000 Penalty: 4929.743652
	Iteration 10Q: 3 clusters Score -3201095 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -3201202.750000 Penalty: 4929.743652
	Iteration 11Q: 3 clusters Score -3201203 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -3201356.500000 Penalty: 4929.743652
	Iteration 12Q: 3 clusters Score -3201356 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3201496.750000 Penalty: 4929.743652
	Iteration 13Q: 3 clusters Score -3201497 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3201681.000000 Penalty: 4929.743652
	Iteration 14Q: 3 clusters Score -3201681 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3201929.250000 Penalty: 4929.743652
	Iteration 15Q: 3 clusters Score -3201929 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -3202213.250000 Penalty: 4929.743652
	Iteration 16Q: 3 clusters Score -3202213 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -3202483.000000 Penalty: 4929.743652
	Iteration 17Q: 3 clusters Score -3202483 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -3202700.750000 Penalty: 4929.743652
	Iteration 18Q: 3 clusters Score -3202701 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -3203031.250000 Penalty: 4929.743652
	Iteration 19Q: 3 clusters Score -3203031 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3204004.000000 Penalty: 4929.743652
	Iteration 20F: 3 clusters Score -3204004 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3205110.250000 Penalty: 4929.743652
	Iteration 21Q: 3 clusters Score -3205110 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3205270.500000 Penalty: 4929.743652
	Iteration 22Q: 3 clusters Score -3205270 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3205320.500000 Penalty: 4929.743652
	Iteration 23Q: 3 clusters Score -3205320 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -3205349.500000 Penalty: 4929.743652
	Iteration 24Q: 3 clusters Score -3205350 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -3205363.250000 Penalty: 4929.743652
	Iteration 25Q: 3 clusters Score -3205363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -3205372.500000 Penalty: 4929.743652
	Iteration 26Q: 3 clusters Score -3205372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3205373.500000 Penalty: 4929.743652
	Iteration 27Q: 3 clusters Score -3205374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3205379.500000 Penalty: 4929.743652
	Iteration 28Q: 3 clusters Score -3205380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3205381.250000 Penalty: 4929.743652
	Iteration 29Q: 3 clusters Score -3205381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3205379.000000 Penalty: 4929.743652
	Iteration 30Q: 3 clusters Score -3205379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3205379.500000 Penalty: 4929.743652
	Iteration 31Q: 3 clusters Score -3205380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3205379.500000 Penalty: 4929.743652
	Iteration 32Q: 3 clusters Score -3205380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -3205375.000000 Penalty: 4929.743652
	Iteration 33Q: 3 clusters Score -3205375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -3205374.750000 Penalty: 4929.743652
	Iteration 34Q: 3 clusters Score -3205375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -3205374.500000 Penalty: 4929.743652
	Iteration 35Q: 3 clusters Score -3205374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3205375.000000 Penalty: 4929.743652
	Iteration 36Q: 3 clusters Score -3205375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3205371.250000 Penalty: 4929.743652
	Iteration 37Q: 3 clusters Score -3205371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3205374.500000 Penalty: 4929.743652
	Iteration 38Q: 3 clusters Score -3205374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -3205372.750000 Penalty: 4929.743652
	Iteration 39Q: 3 clusters Score -3205373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -3205369.500000 Penalty: 4929.743652
	Iteration 40F: 3 clusters Score -3205370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3205372.000000 Penalty: 4929.743652
	Iteration 41Q: 3 clusters Score -3205372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3205373.750000 Penalty: 4929.743652
	Iteration 42Q: 3 clusters Score -3205374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -3205378.000000 Penalty: 4929.743652
	Iteration 43Q: 3 clusters Score -3205378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3205378.250000 Penalty: 4929.743652
	Iteration 44Q: 3 clusters Score -3205378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3205378.250000 Penalty: 4929.743652
	Iteration 45Q: 3 clusters Score -3205378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3205379.000000 Penalty: 4929.743652
	Iteration 46Q: 3 clusters Score -3205379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3205379.000000 Penalty: 4929.743652
	Iteration 47F: 3 clusters Score -3205379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 149450 members 
Mstep: Class 4 contains 22622 members 
Mstep: Class 5 contains 12615 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 26254 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 14101 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 15543 members 
Mstep: Class 15 contains 10273 members 
Mstep: Class 16 contains 71054 members 
Mstep: Class 17 contains 5013 members 
Mstep: Class 18 contains 7613 members 
Mstep: Class 19 contains 31798 members 
Mstep: Class 20 contains 12141 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 112734 members 
Mstep: Class 23 contains 8167 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 20284 members 
Mstep: Class 26 contains 13157 members 
Mstep: Class 27 contains 938 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 60909 members 
Mstep: Class 30 contains 5459 members 
Mstep: Class 31 contains 62277 members 
Mstep: Class 32 contains 12185 members 
Mstep: Class 33 contains 13110 members 
Entering Unmasked Estep 
Score: -122388904.000000 Penalty: 111250.156250
Splitting cluster 18 changes total score from -122263128.000000 to -122388904.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (31798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Entering Unmasked Estep 
Score: -4587484.500000 Penalty: 2571.055420
	Iteration 0F: 2 clusters Score -4587484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -4565907.500000 Penalty: 5142.110840
	Iteration 0F: 3 clusters Score -4565908 nChanged 14437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4574790.500000 Penalty: 5142.110840
	Iteration 1F: 3 clusters Score -4574790 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -4577003.000000 Penalty: 5142.110840
	Iteration 2F: 3 clusters Score -4577003 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -4579957.000000 Penalty: 5142.110840
	Iteration 3F: 3 clusters Score -4579957 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -4583161.000000 Penalty: 5142.110840
	Iteration 4F: 3 clusters Score -4583161 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -4585903.000000 Penalty: 5142.110840
	Iteration 5F: 3 clusters Score -4585903 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -4587744.000000 Penalty: 5142.110840
	Iteration 6F: 3 clusters Score -4587744 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -4589070.000000 Penalty: 5142.110840
	Iteration 7Q: 3 clusters Score -4589070 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -4589786.500000 Penalty: 5142.110840
	Iteration 8Q: 3 clusters Score -4589786 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -4590161.500000 Penalty: 5142.110840
	Iteration 9Q: 3 clusters Score -4590162 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -4590408.000000 Penalty: 5142.110840
	Iteration 10Q: 3 clusters Score -4590408 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -4590531.000000 Penalty: 5142.110840
	Iteration 11Q: 3 clusters Score -4590531 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -4590628.500000 Penalty: 5142.110840
	Iteration 12Q: 3 clusters Score -4590628 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -4590685.500000 Penalty: 5142.110840
	Iteration 13Q: 3 clusters Score -4590686 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -4590718.000000 Penalty: 5142.110840
	Iteration 14Q: 3 clusters Score -4590718 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -4590703.500000 Penalty: 5142.110840
	Iteration 15Q: 3 clusters Score -4590704 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -4590734.500000 Penalty: 5142.110840
	Iteration 16Q: 3 clusters Score -4590734 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -4590750.500000 Penalty: 5142.110840
	Iteration 17Q: 3 clusters Score -4590750 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -4590755.500000 Penalty: 5142.110840
	Iteration 18Q: 3 clusters Score -4590756 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -4590769.000000 Penalty: 5142.110840
	Iteration 19Q: 3 clusters Score -4590769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -4590777.000000 Penalty: 5142.110840
	Iteration 20F: 3 clusters Score -4590777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -4590761.500000 Penalty: 5142.110840
	Iteration 21Q: 3 clusters Score -4590762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -4590763.500000 Penalty: 5142.110840
	Iteration 22Q: 3 clusters Score -4590764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -4590771.000000 Penalty: 5142.110840
	Iteration 23Q: 3 clusters Score -4590771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -4590773.500000 Penalty: 5142.110840
	Iteration 24Q: 3 clusters Score -4590774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -4590772.000000 Penalty: 5142.110840
	Iteration 25Q: 3 clusters Score -4590772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -4590763.500000 Penalty: 5142.110840
	Iteration 26Q: 3 clusters Score -4590764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -4590766.500000 Penalty: 5142.110840
	Iteration 27Q: 3 clusters Score -4590766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -4590768.000000 Penalty: 5142.110840
	Iteration 28Q: 3 clusters Score -4590768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -4590769.500000 Penalty: 5142.110840
	Iteration 29Q: 3 clusters Score -4590770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -4590771.000000 Penalty: 5142.110840
	Iteration 30Q: 3 clusters Score -4590771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -4590767.500000 Penalty: 5142.110840
	Iteration 31Q: 3 clusters Score -4590768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -4590765.500000 Penalty: 5142.110840
	Iteration 32Q: 3 clusters Score -4590766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -4590766.000000 Penalty: 5142.110840
	Iteration 33Q: 3 clusters Score -4590766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -4590766.000000 Penalty: 5142.110840
	Iteration 34F: 3 clusters Score -4590766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 149450 members 
Mstep: Class 4 contains 22622 members 
Mstep: Class 5 contains 12615 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 26254 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 14101 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 15543 members 
Mstep: Class 15 contains 10273 members 
Mstep: Class 16 contains 71054 members 
Mstep: Class 17 contains 5013 members 
Mstep: Class 18 contains 7613 members 
Mstep: Class 19 contains 15964 members 
Mstep: Class 20 contains 12141 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 112734 members 
Mstep: Class 23 contains 8167 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 20284 members 
Mstep: Class 26 contains 13157 members 
Mstep: Class 27 contains 938 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 60909 members 
Mstep: Class 30 contains 5459 members 
Mstep: Class 31 contains 62277 members 
Mstep: Class 32 contains 12185 members 
Mstep: Class 33 contains 13110 members 
Mstep: Class 34 contains 15834 members 
Entering Unmasked Estep 
Score: -122391600.000000 Penalty: 114621.375000
Splitting cluster 19 changes total score from -122263128.000000 to -122391600.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (12141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Entering Unmasked Estep 
Score: -1681396.875000 Penalty: 2332.277100
	Iteration 0F: 2 clusters Score -1681397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1672637.375000 Penalty: 4664.554199
	Iteration 0F: 3 clusters Score -1672637 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1678349.750000 Penalty: 4664.554199
	Iteration 1F: 3 clusters Score -1678350 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1682688.875000 Penalty: 4664.554199
	Iteration 2F: 3 clusters Score -1682689 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1686125.500000 Penalty: 4664.554199
	Iteration 3F: 3 clusters Score -1686126 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1688221.875000 Penalty: 4664.554199
	Iteration 4F: 3 clusters Score -1688222 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1689603.750000 Penalty: 4664.554199
	Iteration 5F: 3 clusters Score -1689604 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1690750.000000 Penalty: 4664.554199
	Iteration 6Q: 3 clusters Score -1690750 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1691620.875000 Penalty: 4664.554199
	Iteration 7Q: 3 clusters Score -1691621 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1692272.750000 Penalty: 4664.554199
	Iteration 8Q: 3 clusters Score -1692273 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1692745.125000 Penalty: 4664.554199
	Iteration 9Q: 3 clusters Score -1692745 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1693078.250000 Penalty: 4664.554199
	Iteration 10Q: 3 clusters Score -1693078 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1693301.625000 Penalty: 4664.554199
	Iteration 11Q: 3 clusters Score -1693302 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1693420.625000 Penalty: 4664.554199
	Iteration 12Q: 3 clusters Score -1693421 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1693484.375000 Penalty: 4664.554199
	Iteration 13Q: 3 clusters Score -1693484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1693508.625000 Penalty: 4664.554199
	Iteration 14Q: 3 clusters Score -1693509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1693513.750000 Penalty: 4664.554199
	Iteration 15Q: 3 clusters Score -1693514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1693518.875000 Penalty: 4664.554199
	Iteration 16Q: 3 clusters Score -1693519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1693523.625000 Penalty: 4664.554199
	Iteration 17Q: 3 clusters Score -1693524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1693527.750000 Penalty: 4664.554199
	Iteration 18Q: 3 clusters Score -1693528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1693535.125000 Penalty: 4664.554199
	Iteration 19Q: 3 clusters Score -1693535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1693548.875000 Penalty: 4664.554199
	Iteration 20F: 3 clusters Score -1693549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1693558.625000 Penalty: 4664.554199
	Iteration 21Q: 3 clusters Score -1693559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1693570.750000 Penalty: 4664.554199
	Iteration 22Q: 3 clusters Score -1693571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1693577.000000 Penalty: 4664.554199
	Iteration 23Q: 3 clusters Score -1693577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1693580.500000 Penalty: 4664.554199
	Iteration 24Q: 3 clusters Score -1693580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1693587.125000 Penalty: 4664.554199
	Iteration 25Q: 3 clusters Score -1693587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1693585.000000 Penalty: 4664.554199
	Iteration 26Q: 3 clusters Score -1693585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1693590.000000 Penalty: 4664.554199
	Iteration 27Q: 3 clusters Score -1693590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1693592.250000 Penalty: 4664.554199
	Iteration 28Q: 3 clusters Score -1693592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1693591.875000 Penalty: 4664.554199
	Iteration 29Q: 3 clusters Score -1693592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1693589.125000 Penalty: 4664.554199
	Iteration 30Q: 3 clusters Score -1693589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1693590.875000 Penalty: 4664.554199
	Iteration 31Q: 3 clusters Score -1693591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1693593.625000 Penalty: 4664.554199
	Iteration 32Q: 3 clusters Score -1693594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1693595.125000 Penalty: 4664.554199
	Iteration 33Q: 3 clusters Score -1693595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1693602.625000 Penalty: 4664.554199
	Iteration 34Q: 3 clusters Score -1693603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1693606.750000 Penalty: 4664.554199
	Iteration 35Q: 3 clusters Score -1693607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1693607.625000 Penalty: 4664.554199
	Iteration 36Q: 3 clusters Score -1693608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1693609.000000 Penalty: 4664.554199
	Iteration 37Q: 3 clusters Score -1693609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1693610.750000 Penalty: 4664.554199
	Iteration 38Q: 3 clusters Score -1693611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1693610.000000 Penalty: 4664.554199
	Iteration 39Q: 3 clusters Score -1693610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1693617.625000 Penalty: 4664.554199
	Iteration 40F: 3 clusters Score -1693618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1693619.875000 Penalty: 4664.554199
	Iteration 41Q: 3 clusters Score -1693620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1693621.375000 Penalty: 4664.554199
	Iteration 42Q: 3 clusters Score -1693621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1693623.625000 Penalty: 4664.554199
	Iteration 43Q: 3 clusters Score -1693624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1693625.625000 Penalty: 4664.554199
	Iteration 44Q: 3 clusters Score -1693626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1693627.375000 Penalty: 4664.554199
	Iteration 45Q: 3 clusters Score -1693627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1693627.375000 Penalty: 4664.554199
	Iteration 46F: 3 clusters Score -1693627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 149450 members 
Mstep: Class 4 contains 22622 members 
Mstep: Class 5 contains 12615 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 26254 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 14101 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 15543 members 
Mstep: Class 15 contains 10273 members 
Mstep: Class 16 contains 71054 members 
Mstep: Class 17 contains 5013 members 
Mstep: Class 18 contains 7613 members 
Mstep: Class 19 contains 15964 members 
Mstep: Class 20 contains 8766 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 112734 members 
Mstep: Class 23 contains 8167 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 20284 members 
Mstep: Class 26 contains 13157 members 
Mstep: Class 27 contains 938 members 
Mstep: Class 28 contains 4321 members 
Mstep: Class 29 contains 60909 members 
Mstep: Class 30 contains 5459 members 
Mstep: Class 31 contains 62277 members 
Mstep: Class 32 contains 12185 members 
Mstep: Class 33 contains 13110 members 
Mstep: Class 34 contains 15834 members 
Mstep: Class 35 contains 3375 members 
Entering Unmasked Estep 
Score: -122402400.000000 Penalty: 117992.593750
Splitting cluster 20 changes total score from -122263128.000000 to -122402400.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37987 members 
Mstep: Class 3 contains 149450 members 
Mstep: Class 4 contains 22622 members 
Mstep: Class 5 contains 12615 members 
Mstep: Class 6 contains 1216 members 
Mstep: Class 7 contains 26254 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 14101 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 55009 members 
Mstep: Class 14 contains 15543 members 
Mstep: Class 15 contains 10273 members 
Mstep: Class 16 contains 71054 members 
Mstep: Class 17 contains 5013 members 
Mstep: Class 18 contains 7613 members 
Mstep: Class 19 contains 15964 members 
Mstep: Class 20 contains 8766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122425928.000000 Penalty: 117992.593750
Iteration 39Q: 36 clusters Score -1.224259e+08 nChanged 28325
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 37945 members 
Mstep: Class 3 contains 152536 members 
Mstep: Class 4 contains 23389 members 
Mstep: Class 5 contains 12453 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 24976 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 15278 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 2791 members 
Mstep: Class 13 contains 55326 members 
Mstep: Class 14 contains 16091 members 
Mstep: Class 15 contains 10781 members 
Mstep: Class 16 contains 71910 members 
Mstep: Class 17 contains 5111 members 
Mstep: Class 18 contains 7553 members 
Mstep: Class 19 contains 17209 members 
Mstep: Class 20 contains 8622 members 
Mstep: Class 21 contains 3383 members 
Mstep: Class 22 contains 109991 members 
Mstep: Class 23 contains 7944 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19120 members 
Mstep: Class 26 contains 11836 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 4630 members 
Mstep: Class 29 contains 59807 members 
Mstep: Class 30 contains 5190 members 
Mstep: Class 31 contains 61147 members 
Mstep: Class 32 contains 12185 members 
Mstep: Class 33 contains 12077 members 
Mstep: Class 34 contains 15460 members 
Mstep: Class 35 contains 3342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122449288.000000 Penalty: 117992.593750
Iteration 40F: 36 clusters Score -1.224493e+08 nChanged 25459
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 37723 members 
Mstep: Class 3 contains 148007 members 
Mstep: Class 4 contains 24077 members 
Mstep: Class 5 contains 11327 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 23484 members 
Mstep: Class 8 contains 5936 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 15728 members 
Mstep: Class 11 contains 3324 members 
Mstep: Class 12 contains 3099 members 
Mstep: Class 13 contains 54232 members 
Mstep: Class 14 contains 16085 members 
Mstep: Class 15 contains 11055 members 
Mstep: Class 16 contains 71162 members 
Mstep: Class 17 contains 5142 members 
Mstep: Class 18 contains 7567 members 
Mstep: Class 19 contains 17861 members 
Mstep: Class 20 contains 8113 members 
Mstep: Class 21 contains 4594 members 
Mstep: Class 22 contains 112606 members 
Mstep: Class 23 contains 7766 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19387 members 
Mstep: Class 26 contains 11459 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 59607 members 
Mstep: Class 30 contains 5348 members 
Mstep: Class 31 contains 63017 members 
Mstep: Class 32 contains 12200 members 
Mstep: Class 33 contains 11895 members 
Mstep: Class 34 contains 16103 members 
Mstep: Class 35 contains 3394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122462576.000000 Penalty: 117992.593750
Iteration 41Q: 36 clusters Score -1.224626e+08 nChanged 15308
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 37677 members 
Mstep: Class 3 contains 145410 members 
Mstep: Class 4 contains 24948 members 
Mstep: Class 5 contains 10491 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 22173 members 
Mstep: Class 8 contains 5893 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 15985 members 
Mstep: Class 11 contains 3734 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 53453 members 
Mstep: Class 14 contains 16009 members 
Mstep: Class 15 contains 11310 members 
Mstep: Class 16 contains 70726 members 
Mstep: Class 17 contains 5143 members 
Mstep: Class 18 contains 7642 members 
Mstep: Class 19 contains 18348 members 
Mstep: Class 20 contains 7735 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 114109 members 
Mstep: Class 23 contains 7558 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19466 members 
Mstep: Class 26 contains 11032 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 6432 members 
Mstep: Class 29 contains 59399 members 
Mstep: Class 30 contains 5467 members 
Mstep: Class 31 contains 64359 members 
Mstep: Class 32 contains 12223 members 
Mstep: Class 33 contains 11711 members 
Mstep: Class 34 contains 16554 members 
Mstep: Class 35 contains 3373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122470304.000000 Penalty: 117992.593750
Iteration 42Q: 36 clusters Score -1.224703e+08 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 37607 members 
Mstep: Class 3 contains 143794 members 
Mstep: Class 4 contains 25913 members 
Mstep: Class 5 contains 9802 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 20944 members 
Mstep: Class 8 contains 5869 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16135 members 
Mstep: Class 11 contains 3995 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 52807 members 
Mstep: Class 14 contains 15942 members 
Mstep: Class 15 contains 11530 members 
Mstep: Class 16 contains 70301 members 
Mstep: Class 17 contains 5113 members 
Mstep: Class 18 contains 7711 members 
Mstep: Class 19 contains 18661 members 
Mstep: Class 20 contains 7494 members 
Mstep: Class 21 contains 5719 members 
Mstep: Class 22 contains 115068 members 
Mstep: Class 23 contains 7345 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19506 members 
Mstep: Class 26 contains 10846 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 7157 members 
Mstep: Class 29 contains 59229 members 
Mstep: Class 30 contains 5544 members 
Mstep: Class 31 contains 65440 members 
Mstep: Class 32 contains 12257 members 
Mstep: Class 33 contains 11543 members 
Mstep: Class 34 contains 16935 members 
Mstep: Class 35 contains 3358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122475672.000000 Penalty: 117992.593750
Iteration 43Q: 36 clusters Score -1.224757e+08 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 37547 members 
Mstep: Class 3 contains 142595 members 
Mstep: Class 4 contains 26644 members 
Mstep: Class 5 contains 9334 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 20051 members 
Mstep: Class 8 contains 5870 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16224 members 
Mstep: Class 11 contains 4179 members 
Mstep: Class 12 contains 3610 members 
Mstep: Class 13 contains 52271 members 
Mstep: Class 14 contains 15877 members 
Mstep: Class 15 contains 11743 members 
Mstep: Class 16 contains 69913 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 7781 members 
Mstep: Class 19 contains 18871 members 
Mstep: Class 20 contains 7327 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 115772 members 
Mstep: Class 23 contains 7109 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19493 members 
Mstep: Class 26 contains 10762 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 7761 members 
Mstep: Class 29 contains 59061 members 
Mstep: Class 30 contains 5597 members 
Mstep: Class 31 contains 66302 members 
Mstep: Class 32 contains 12287 members 
Mstep: Class 33 contains 11415 members 
Mstep: Class 34 contains 17275 members 
Mstep: Class 35 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122479592.000000 Penalty: 117992.593750
Iteration 44Q: 36 clusters Score -1.224796e+08 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 37484 members 
Mstep: Class 3 contains 141729 members 
Mstep: Class 4 contains 26995 members 
Mstep: Class 5 contains 8968 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 19578 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16282 members 
Mstep: Class 11 contains 4282 members 
Mstep: Class 12 contains 3708 members 
Mstep: Class 13 contains 51839 members 
Mstep: Class 14 contains 15809 members 
Mstep: Class 15 contains 11920 members 
Mstep: Class 16 contains 69492 members 
Mstep: Class 17 contains 5059 members 
Mstep: Class 18 contains 7835 members 
Mstep: Class 19 contains 19059 members 
Mstep: Class 20 contains 7205 members 
Mstep: Class 21 contains 6188 members 
Mstep: Class 22 contains 116269 members 
Mstep: Class 23 contains 6878 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19493 members 
Mstep: Class 26 contains 10747 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 8282 members 
Mstep: Class 29 contains 58949 members 
Mstep: Class 30 contains 5627 members 
Mstep: Class 31 contains 67048 members 
Mstep: Class 32 contains 12310 members 
Mstep: Class 33 contains 11332 members 
Mstep: Class 34 contains 17546 members 
Mstep: Class 35 contains 3297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122482488.000000 Penalty: 117992.593750
Iteration 45Q: 36 clusters Score -1.224825e+08 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 37429 members 
Mstep: Class 3 contains 141144 members 
Mstep: Class 4 contains 27196 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 19264 members 
Mstep: Class 8 contains 5894 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16309 members 
Mstep: Class 11 contains 4326 members 
Mstep: Class 12 contains 3797 members 
Mstep: Class 13 contains 51463 members 
Mstep: Class 14 contains 15746 members 
Mstep: Class 15 contains 12093 members 
Mstep: Class 16 contains 69090 members 
Mstep: Class 17 contains 5036 members 
Mstep: Class 18 contains 7886 members 
Mstep: Class 19 contains 19192 members 
Mstep: Class 20 contains 7108 members 
Mstep: Class 21 contains 6333 members 
Mstep: Class 22 contains 116574 members 
Mstep: Class 23 contains 6683 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19515 members 
Mstep: Class 26 contains 10708 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 8675 members 
Mstep: Class 29 contains 58866 members 
Mstep: Class 30 contains 5648 members 
Mstep: Class 31 contains 67722 members 
Mstep: Class 32 contains 12330 members 
Mstep: Class 33 contains 11253 members 
Mstep: Class 34 contains 17793 members 
Mstep: Class 35 contains 3290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122484504.000000 Penalty: 117992.593750
Iteration 46Q: 36 clusters Score -1.224845e+08 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 37400 members 
Mstep: Class 3 contains 140681 members 
Mstep: Class 4 contains 27267 members 
Mstep: Class 5 contains 8563 members 
Mstep: Class 6 contains 1221 members 
Mstep: Class 7 contains 19112 members 
Mstep: Class 8 contains 5913 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16335 members 
Mstep: Class 11 contains 4345 members 
Mstep: Class 12 contains 3860 members 
Mstep: Class 13 contains 51144 members 
Mstep: Class 14 contains 15695 members 
Mstep: Class 15 contains 12285 members 
Mstep: Class 16 contains 68654 members 
Mstep: Class 17 contains 5019 members 
Mstep: Class 18 contains 7917 members 
Mstep: Class 19 contains 19308 members 
Mstep: Class 20 contains 7028 members 
Mstep: Class 21 contains 6433 members 
Mstep: Class 22 contains 116791 members 
Mstep: Class 23 contains 6510 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19522 members 
Mstep: Class 26 contains 10667 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 58795 members 
Mstep: Class 30 contains 5664 members 
Mstep: Class 31 contains 68339 members 
Mstep: Class 32 contains 12344 members 
Mstep: Class 33 contains 11174 members 
Mstep: Class 34 contains 18035 members 
Mstep: Class 35 contains 3291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122486200.000000 Penalty: 117992.593750
Iteration 47Q: 36 clusters Score -1.224862e+08 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 37359 members 
Mstep: Class 3 contains 140231 members 
Mstep: Class 4 contains 27316 members 
Mstep: Class 5 contains 8405 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 19005 members 
Mstep: Class 8 contains 5937 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16366 members 
Mstep: Class 11 contains 4373 members 
Mstep: Class 12 contains 3908 members 
Mstep: Class 13 contains 50866 members 
Mstep: Class 14 contains 15641 members 
Mstep: Class 15 contains 12497 members 
Mstep: Class 16 contains 68274 members 
Mstep: Class 17 contains 5012 members 
Mstep: Class 18 contains 7934 members 
Mstep: Class 19 contains 19394 members 
Mstep: Class 20 contains 6976 members 
Mstep: Class 21 contains 6503 members 
Mstep: Class 22 contains 116918 members 
Mstep: Class 23 contains 6419 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19528 members 
Mstep: Class 26 contains 10663 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9232 members 
Mstep: Class 29 contains 58758 members 
Mstep: Class 30 contains 5669 members 
Mstep: Class 31 contains 68903 members 
Mstep: Class 32 contains 12351 members 
Mstep: Class 33 contains 11122 members 
Mstep: Class 34 contains 18229 members 
Mstep: Class 35 contains 3303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122487024.000000 Penalty: 117992.593750
Iteration 48Q: 36 clusters Score -1.22487e+08 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 37312 members 
Mstep: Class 3 contains 139803 members 
Mstep: Class 4 contains 27345 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18953 members 
Mstep: Class 8 contains 5960 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16382 members 
Mstep: Class 11 contains 4404 members 
Mstep: Class 12 contains 3933 members 
Mstep: Class 13 contains 50599 members 
Mstep: Class 14 contains 15578 members 
Mstep: Class 15 contains 12703 members 
Mstep: Class 16 contains 67934 members 
Mstep: Class 17 contains 5004 members 
Mstep: Class 18 contains 7958 members 
Mstep: Class 19 contains 19508 members 
Mstep: Class 20 contains 6924 members 
Mstep: Class 21 contains 6552 members 
Mstep: Class 22 contains 116997 members 
Mstep: Class 23 contains 6403 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19533 members 
Mstep: Class 26 contains 10656 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9363 members 
Mstep: Class 29 contains 58743 members 
Mstep: Class 30 contains 5672 members 
Mstep: Class 31 contains 69387 members 
Mstep: Class 32 contains 12357 members 
Mstep: Class 33 contains 11073 members 
Mstep: Class 34 contains 18423 members 
Mstep: Class 35 contains 3316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122487704.000000 Penalty: 117992.593750
Iteration 49Q: 36 clusters Score -1.224877e+08 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 37267 members 
Mstep: Class 3 contains 139529 members 
Mstep: Class 4 contains 27349 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18924 members 
Mstep: Class 8 contains 5978 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16389 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 3958 members 
Mstep: Class 13 contains 50376 members 
Mstep: Class 14 contains 15525 members 
Mstep: Class 15 contains 12932 members 
Mstep: Class 16 contains 67640 members 
Mstep: Class 17 contains 4998 members 
Mstep: Class 18 contains 7978 members 
Mstep: Class 19 contains 19594 members 
Mstep: Class 20 contains 6899 members 
Mstep: Class 21 contains 6576 members 
Mstep: Class 22 contains 117048 members 
Mstep: Class 23 contains 6396 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19525 members 
Mstep: Class 26 contains 10674 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9432 members 
Mstep: Class 29 contains 58741 members 
Mstep: Class 30 contains 5679 members 
Mstep: Class 31 contains 69736 members 
Mstep: Class 32 contains 12361 members 
Mstep: Class 33 contains 11032 members 
Mstep: Class 34 contains 18562 members 
Mstep: Class 35 contains 3339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122488432.000000 Penalty: 117992.593750
Iteration 50Q: 36 clusters Score -1.224884e+08 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 37215 members 
Mstep: Class 3 contains 139282 members 
Mstep: Class 4 contains 27344 members 
Mstep: Class 5 contains 8197 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18898 members 
Mstep: Class 8 contains 5988 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16403 members 
Mstep: Class 11 contains 4428 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 50199 members 
Mstep: Class 14 contains 15479 members 
Mstep: Class 15 contains 13138 members 
Mstep: Class 16 contains 67337 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 7998 members 
Mstep: Class 19 contains 19679 members 
Mstep: Class 20 contains 6886 members 
Mstep: Class 21 contains 6606 members 
Mstep: Class 22 contains 117082 members 
Mstep: Class 23 contains 6382 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19532 members 
Mstep: Class 26 contains 10682 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9469 members 
Mstep: Class 29 contains 58743 members 
Mstep: Class 30 contains 5683 members 
Mstep: Class 31 contains 70079 members 
Mstep: Class 32 contains 12364 members 
Mstep: Class 33 contains 10990 members 
Mstep: Class 34 contains 18674 members 
Mstep: Class 35 contains 3358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122488704.000000 Penalty: 117992.593750
Iteration 51Q: 36 clusters Score -1.224887e+08 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37186 members 
Mstep: Class 3 contains 139068 members 
Mstep: Class 4 contains 27345 members 
Mstep: Class 5 contains 8142 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18875 members 
Mstep: Class 8 contains 6013 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16420 members 
Mstep: Class 11 contains 4435 members 
Mstep: Class 12 contains 4019 members 
Mstep: Class 13 contains 50025 members 
Mstep: Class 14 contains 15441 members 
Mstep: Class 15 contains 13319 members 
Mstep: Class 16 contains 67064 members 
Mstep: Class 17 contains 4992 members 
Mstep: Class 18 contains 8021 members 
Mstep: Class 19 contains 19768 members 
Mstep: Class 20 contains 6876 members 
Mstep: Class 21 contains 6629 members 
Mstep: Class 22 contains 117105 members 
Mstep: Class 23 contains 6381 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19521 members 
Mstep: Class 26 contains 10672 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9505 members 
Mstep: Class 29 contains 58736 members 
Mstep: Class 30 contains 5689 members 
Mstep: Class 31 contains 70373 members 
Mstep: Class 32 contains 12367 members 
Mstep: Class 33 contains 10973 members 
Mstep: Class 34 contains 18766 members 
Mstep: Class 35 contains 3370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122489288.000000 Penalty: 117992.593750
Iteration 52Q: 36 clusters Score -1.224893e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37160 members 
Mstep: Class 3 contains 138844 members 
Mstep: Class 4 contains 27334 members 
Mstep: Class 5 contains 8091 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18866 members 
Mstep: Class 8 contains 6026 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16435 members 
Mstep: Class 11 contains 4434 members 
Mstep: Class 12 contains 4041 members 
Mstep: Class 13 contains 49875 members 
Mstep: Class 14 contains 15420 members 
Mstep: Class 15 contains 13492 members 
Mstep: Class 16 contains 66866 members 
Mstep: Class 17 contains 4990 members 
Mstep: Class 18 contains 8037 members 
Mstep: Class 19 contains 19852 members 
Mstep: Class 20 contains 6864 members 
Mstep: Class 21 contains 6656 members 
Mstep: Class 22 contains 117117 members 
Mstep: Class 23 contains 6385 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19525 members 
Mstep: Class 26 contains 10684 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9540 members 
Mstep: Class 29 contains 58719 members 
Mstep: Class 30 contains 5692 members 
Mstep: Class 31 contains 70621 members 
Mstep: Class 32 contains 12369 members 
Mstep: Class 33 contains 10943 members 
Mstep: Class 34 contains 18839 members 
Mstep: Class 35 contains 3379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122489640.000000 Penalty: 117992.593750
Iteration 53Q: 36 clusters Score -1.224896e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37149 members 
Mstep: Class 3 contains 138577 members 
Mstep: Class 4 contains 27326 members 
Mstep: Class 5 contains 8068 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18852 members 
Mstep: Class 8 contains 6042 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16452 members 
Mstep: Class 11 contains 4440 members 
Mstep: Class 12 contains 4058 members 
Mstep: Class 13 contains 49757 members 
Mstep: Class 14 contains 15376 members 
Mstep: Class 15 contains 13666 members 
Mstep: Class 16 contains 66676 members 
Mstep: Class 17 contains 4989 members 
Mstep: Class 18 contains 8054 members 
Mstep: Class 19 contains 19938 members 
Mstep: Class 20 contains 6853 members 
Mstep: Class 21 contains 6685 members 
Mstep: Class 22 contains 117099 members 
Mstep: Class 23 contains 6383 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19527 members 
Mstep: Class 26 contains 10705 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9556 members 
Mstep: Class 29 contains 58704 members 
Mstep: Class 30 contains 5696 members 
Mstep: Class 31 contains 70862 members 
Mstep: Class 32 contains 12370 members 
Mstep: Class 33 contains 10914 members 
Mstep: Class 34 contains 18937 members 
Mstep: Class 35 contains 3385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122489848.000000 Penalty: 117992.593750
Iteration 54Q: 36 clusters Score -1.224898e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37130 members 
Mstep: Class 3 contains 138350 members 
Mstep: Class 4 contains 27312 members 
Mstep: Class 5 contains 8047 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18846 members 
Mstep: Class 8 contains 6055 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16465 members 
Mstep: Class 11 contains 4441 members 
Mstep: Class 12 contains 4075 members 
Mstep: Class 13 contains 49656 members 
Mstep: Class 14 contains 15333 members 
Mstep: Class 15 contains 13829 members 
Mstep: Class 16 contains 66510 members 
Mstep: Class 17 contains 4987 members 
Mstep: Class 18 contains 8070 members 
Mstep: Class 19 contains 19997 members 
Mstep: Class 20 contains 6837 members 
Mstep: Class 21 contains 6705 members 
Mstep: Class 22 contains 117101 members 
Mstep: Class 23 contains 6383 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19538 members 
Mstep: Class 26 contains 10713 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9566 members 
Mstep: Class 29 contains 58692 members 
Mstep: Class 30 contains 5697 members 
Mstep: Class 31 contains 71075 members 
Mstep: Class 32 contains 12372 members 
Mstep: Class 33 contains 10881 members 
Mstep: Class 34 contains 19041 members 
Mstep: Class 35 contains 3392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122490344.000000 Penalty: 117992.593750
Iteration 55Q: 36 clusters Score -1.224903e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37103 members 
Mstep: Class 3 contains 138143 members 
Mstep: Class 4 contains 27305 members 
Mstep: Class 5 contains 8031 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18845 members 
Mstep: Class 8 contains 6063 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16467 members 
Mstep: Class 11 contains 4443 members 
Mstep: Class 12 contains 4103 members 
Mstep: Class 13 contains 49547 members 
Mstep: Class 14 contains 15288 members 
Mstep: Class 15 contains 13974 members 
Mstep: Class 16 contains 66366 members 
Mstep: Class 17 contains 4985 members 
Mstep: Class 18 contains 8090 members 
Mstep: Class 19 contains 20076 members 
Mstep: Class 20 contains 6823 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 117078 members 
Mstep: Class 23 contains 6382 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19550 members 
Mstep: Class 26 contains 10734 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9582 members 
Mstep: Class 29 contains 58680 members 
Mstep: Class 30 contains 5699 members 
Mstep: Class 31 contains 71292 members 
Mstep: Class 32 contains 12374 members 
Mstep: Class 33 contains 10851 members 
Mstep: Class 34 contains 19114 members 
Mstep: Class 35 contains 3393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122490544.000000 Penalty: 117992.593750
Iteration 56Q: 36 clusters Score -1.224905e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37085 members 
Mstep: Class 3 contains 137960 members 
Mstep: Class 4 contains 27296 members 
Mstep: Class 5 contains 7999 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18841 members 
Mstep: Class 8 contains 6073 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16474 members 
Mstep: Class 11 contains 4443 members 
Mstep: Class 12 contains 4123 members 
Mstep: Class 13 contains 49452 members 
Mstep: Class 14 contains 15269 members 
Mstep: Class 15 contains 14121 members 
Mstep: Class 16 contains 66223 members 
Mstep: Class 17 contains 4984 members 
Mstep: Class 18 contains 8113 members 
Mstep: Class 19 contains 20133 members 
Mstep: Class 20 contains 6821 members 
Mstep: Class 21 contains 6726 members 
Mstep: Class 22 contains 117048 members 
Mstep: Class 23 contains 6380 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19568 members 
Mstep: Class 26 contains 10741 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9600 members 
Mstep: Class 29 contains 58668 members 
Mstep: Class 30 contains 5699 members 
Mstep: Class 31 contains 71479 members 
Mstep: Class 32 contains 12375 members 
Mstep: Class 33 contains 10821 members 
Mstep: Class 34 contains 19190 members 
Mstep: Class 35 contains 3391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122490752.000000 Penalty: 117992.593750
Iteration 57Q: 36 clusters Score -1.224908e+08 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37069 members 
Mstep: Class 3 contains 137821 members 
Mstep: Class 4 contains 27294 members 
Mstep: Class 5 contains 7969 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18839 members 
Mstep: Class 8 contains 6082 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16483 members 
Mstep: Class 11 contains 4447 members 
Mstep: Class 12 contains 4143 members 
Mstep: Class 13 contains 49371 members 
Mstep: Class 14 contains 15249 members 
Mstep: Class 15 contains 14257 members 
Mstep: Class 16 contains 66061 members 
Mstep: Class 17 contains 4984 members 
Mstep: Class 18 contains 8131 members 
Mstep: Class 19 contains 20188 members 
Mstep: Class 20 contains 6820 members 
Mstep: Class 21 contains 6739 members 
Mstep: Class 22 contains 117029 members 
Mstep: Class 23 contains 6381 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19589 members 
Mstep: Class 26 contains 10730 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9613 members 
Mstep: Class 29 contains 58656 members 
Mstep: Class 30 contains 5694 members 
Mstep: Class 31 contains 71651 members 
Mstep: Class 32 contains 12375 members 
Mstep: Class 33 contains 10792 members 
Mstep: Class 34 contains 19251 members 
Mstep: Class 35 contains 3388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122490952.000000 Penalty: 117992.593750
Iteration 58Q: 36 clusters Score -1.22491e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37057 members 
Mstep: Class 3 contains 137699 members 
Mstep: Class 4 contains 27288 members 
Mstep: Class 5 contains 7946 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18835 members 
Mstep: Class 8 contains 6085 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16489 members 
Mstep: Class 11 contains 4449 members 
Mstep: Class 12 contains 4158 members 
Mstep: Class 13 contains 49305 members 
Mstep: Class 14 contains 15223 members 
Mstep: Class 15 contains 14356 members 
Mstep: Class 16 contains 65917 members 
Mstep: Class 17 contains 4983 members 
Mstep: Class 18 contains 8153 members 
Mstep: Class 19 contains 20258 members 
Mstep: Class 20 contains 6820 members 
Mstep: Class 21 contains 6751 members 
Mstep: Class 22 contains 117001 members 
Mstep: Class 23 contains 6380 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19598 members 
Mstep: Class 26 contains 10760 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9609 members 
Mstep: Class 29 contains 58650 members 
Mstep: Class 30 contains 5691 members 
Mstep: Class 31 contains 71812 members 
Mstep: Class 32 contains 12375 members 
Mstep: Class 33 contains 10767 members 
Mstep: Class 34 contains 19294 members 
Mstep: Class 35 contains 3387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122491024.000000 Penalty: 117992.593750
Iteration 59Q: 36 clusters Score -1.22491e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 37044 members 
Mstep: Class 3 contains 137595 members 
Mstep: Class 4 contains 27282 members 
Mstep: Class 5 contains 7928 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18827 members 
Mstep: Class 8 contains 6090 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16498 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 4175 members 
Mstep: Class 13 contains 49238 members 
Mstep: Class 14 contains 15195 members 
Mstep: Class 15 contains 14430 members 
Mstep: Class 16 contains 65763 members 
Mstep: Class 17 contains 4983 members 
Mstep: Class 18 contains 8171 members 
Mstep: Class 19 contains 20328 members 
Mstep: Class 20 contains 6819 members 
Mstep: Class 21 contains 6762 members 
Mstep: Class 22 contains 116980 members 
Mstep: Class 23 contains 6378 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19603 members 
Mstep: Class 26 contains 10786 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9610 members 
Mstep: Class 29 contains 58643 members 
Mstep: Class 30 contains 5686 members 
Mstep: Class 31 contains 71995 members 
Mstep: Class 32 contains 12375 members 
Mstep: Class 33 contains 10745 members 
Mstep: Class 34 contains 19343 members 
Mstep: Class 35 contains 3378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122491792.000000 Penalty: 117992.593750
Iteration 60F: 36 clusters Score -1.224918e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 37030 members 
Mstep: Class 3 contains 137492 members 
Mstep: Class 4 contains 27289 members 
Mstep: Class 5 contains 7779 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18809 members 
Mstep: Class 8 contains 6097 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16510 members 
Mstep: Class 11 contains 4461 members 
Mstep: Class 12 contains 4212 members 
Mstep: Class 13 contains 49168 members 
Mstep: Class 14 contains 15168 members 
Mstep: Class 15 contains 14517 members 
Mstep: Class 16 contains 65664 members 
Mstep: Class 17 contains 4982 members 
Mstep: Class 18 contains 8188 members 
Mstep: Class 19 contains 20386 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 6776 members 
Mstep: Class 22 contains 116930 members 
Mstep: Class 23 contains 6382 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19611 members 
Mstep: Class 26 contains 10795 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9751 members 
Mstep: Class 29 contains 58637 members 
Mstep: Class 30 contains 5686 members 
Mstep: Class 31 contains 72142 members 
Mstep: Class 32 contains 12375 members 
Mstep: Class 33 contains 10719 members 
Mstep: Class 34 contains 19376 members 
Mstep: Class 35 contains 3368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122492128.000000 Penalty: 117992.593750
Iteration 61Q: 36 clusters Score -1.224921e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 37029 members 
Mstep: Class 3 contains 137404 members 
Mstep: Class 4 contains 27288 members 
Mstep: Class 5 contains 7695 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18797 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16517 members 
Mstep: Class 11 contains 4452 members 
Mstep: Class 12 contains 4245 members 
Mstep: Class 13 contains 49112 members 
Mstep: Class 14 contains 15157 members 
Mstep: Class 15 contains 14590 members 
Mstep: Class 16 contains 65576 members 
Mstep: Class 17 contains 4981 members 
Mstep: Class 18 contains 8201 members 
Mstep: Class 19 contains 20428 members 
Mstep: Class 20 contains 6788 members 
Mstep: Class 21 contains 6790 members 
Mstep: Class 22 contains 116884 members 
Mstep: Class 23 contains 6382 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19621 members 
Mstep: Class 26 contains 10782 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9834 members 
Mstep: Class 29 contains 58635 members 
Mstep: Class 30 contains 5685 members 
Mstep: Class 31 contains 72292 members 
Mstep: Class 32 contains 12376 members 
Mstep: Class 33 contains 10692 members 
Mstep: Class 34 contains 19405 members 
Mstep: Class 35 contains 3368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122492256.000000 Penalty: 117992.593750
Iteration 62Q: 36 clusters Score -1.224923e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 37011 members 
Mstep: Class 3 contains 137291 members 
Mstep: Class 4 contains 27290 members 
Mstep: Class 5 contains 7643 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18790 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16528 members 
Mstep: Class 11 contains 4441 members 
Mstep: Class 12 contains 4284 members 
Mstep: Class 13 contains 49065 members 
Mstep: Class 14 contains 15149 members 
Mstep: Class 15 contains 14644 members 
Mstep: Class 16 contains 65525 members 
Mstep: Class 17 contains 4979 members 
Mstep: Class 18 contains 8215 members 
Mstep: Class 19 contains 20483 members 
Mstep: Class 20 contains 6779 members 
Mstep: Class 21 contains 6801 members 
Mstep: Class 22 contains 116832 members 
Mstep: Class 23 contains 6378 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19628 members 
Mstep: Class 26 contains 10767 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9888 members 
Mstep: Class 29 contains 58635 members 
Mstep: Class 30 contains 5680 members 
Mstep: Class 31 contains 72434 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10661 members 
Mstep: Class 34 contains 19434 members 
Mstep: Class 35 contains 3370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122492752.000000 Penalty: 117992.593750
Iteration 63Q: 36 clusters Score -1.224928e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 36985 members 
Mstep: Class 3 contains 137217 members 
Mstep: Class 4 contains 27285 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18787 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16535 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 49016 members 
Mstep: Class 14 contains 15132 members 
Mstep: Class 15 contains 14705 members 
Mstep: Class 16 contains 65488 members 
Mstep: Class 17 contains 4979 members 
Mstep: Class 18 contains 8229 members 
Mstep: Class 19 contains 20549 members 
Mstep: Class 20 contains 6759 members 
Mstep: Class 21 contains 6802 members 
Mstep: Class 22 contains 116773 members 
Mstep: Class 23 contains 6375 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19627 members 
Mstep: Class 26 contains 10760 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9929 members 
Mstep: Class 29 contains 58634 members 
Mstep: Class 30 contains 5678 members 
Mstep: Class 31 contains 72561 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10636 members 
Mstep: Class 34 contains 19460 members 
Mstep: Class 35 contains 3367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122492968.000000 Penalty: 117992.593750
Iteration 64Q: 36 clusters Score -1.22493e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 36968 members 
Mstep: Class 3 contains 137151 members 
Mstep: Class 4 contains 27283 members 
Mstep: Class 5 contains 7598 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18780 members 
Mstep: Class 8 contains 6115 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16541 members 
Mstep: Class 11 contains 4409 members 
Mstep: Class 12 contains 4351 members 
Mstep: Class 13 contains 48974 members 
Mstep: Class 14 contains 15117 members 
Mstep: Class 15 contains 14751 members 
Mstep: Class 16 contains 65440 members 
Mstep: Class 17 contains 4979 members 
Mstep: Class 18 contains 8240 members 
Mstep: Class 19 contains 20580 members 
Mstep: Class 20 contains 6752 members 
Mstep: Class 21 contains 6803 members 
Mstep: Class 22 contains 116723 members 
Mstep: Class 23 contains 6373 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19628 members 
Mstep: Class 26 contains 10729 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9964 members 
Mstep: Class 29 contains 58639 members 
Mstep: Class 30 contains 5677 members 
Mstep: Class 31 contains 72694 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10609 members 
Mstep: Class 34 contains 19497 members 
Mstep: Class 35 contains 3374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122493144.000000 Penalty: 117992.593750
Iteration 65Q: 36 clusters Score -1.224931e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 36943 members 
Mstep: Class 3 contains 137084 members 
Mstep: Class 4 contains 27276 members 
Mstep: Class 5 contains 7587 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18777 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16548 members 
Mstep: Class 11 contains 4395 members 
Mstep: Class 12 contains 4378 members 
Mstep: Class 13 contains 48936 members 
Mstep: Class 14 contains 15096 members 
Mstep: Class 15 contains 14807 members 
Mstep: Class 16 contains 65421 members 
Mstep: Class 17 contains 4979 members 
Mstep: Class 18 contains 8259 members 
Mstep: Class 19 contains 20617 members 
Mstep: Class 20 contains 6729 members 
Mstep: Class 21 contains 6801 members 
Mstep: Class 22 contains 116682 members 
Mstep: Class 23 contains 6369 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19640 members 
Mstep: Class 26 contains 10705 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 9991 members 
Mstep: Class 29 contains 58636 members 
Mstep: Class 30 contains 5676 members 
Mstep: Class 31 contains 72801 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10576 members 
Mstep: Class 34 contains 19525 members 
Mstep: Class 35 contains 3382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122493352.000000 Penalty: 117992.593750
Iteration 66Q: 36 clusters Score -1.224934e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 36931 members 
Mstep: Class 3 contains 136996 members 
Mstep: Class 4 contains 27273 members 
Mstep: Class 5 contains 7570 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18779 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16554 members 
Mstep: Class 11 contains 4374 members 
Mstep: Class 12 contains 4403 members 
Mstep: Class 13 contains 48893 members 
Mstep: Class 14 contains 15078 members 
Mstep: Class 15 contains 14863 members 
Mstep: Class 16 contains 65420 members 
Mstep: Class 17 contains 4979 members 
Mstep: Class 18 contains 8274 members 
Mstep: Class 19 contains 20666 members 
Mstep: Class 20 contains 6713 members 
Mstep: Class 21 contains 6801 members 
Mstep: Class 22 contains 116644 members 
Mstep: Class 23 contains 6365 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19650 members 
Mstep: Class 26 contains 10690 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10013 members 
Mstep: Class 29 contains 58624 members 
Mstep: Class 30 contains 5675 members 
Mstep: Class 31 contains 72877 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10561 members 
Mstep: Class 34 contains 19555 members 
Mstep: Class 35 contains 3387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122493504.000000 Penalty: 117992.593750
Iteration 67Q: 36 clusters Score -1.224935e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 36917 members 
Mstep: Class 3 contains 136898 members 
Mstep: Class 4 contains 27273 members 
Mstep: Class 5 contains 7551 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 18780 members 
Mstep: Class 8 contains 6134 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16560 members 
Mstep: Class 11 contains 4364 members 
Mstep: Class 12 contains 4421 members 
Mstep: Class 13 contains 48851 members 
Mstep: Class 14 contains 15057 members 
Mstep: Class 15 contains 14894 members 
Mstep: Class 16 contains 65413 members 
Mstep: Class 17 contains 4979 members 
Mstep: Class 18 contains 8291 members 
Mstep: Class 19 contains 20713 members 
Mstep: Class 20 contains 6704 members 
Mstep: Class 21 contains 6804 members 
Mstep: Class 22 contains 116613 members 
Mstep: Class 23 contains 6364 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19660 members 
Mstep: Class 26 contains 10677 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10034 members 
Mstep: Class 29 contains 58617 members 
Mstep: Class 30 contains 5675 members 
Mstep: Class 31 contains 72966 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10543 members 
Mstep: Class 34 contains 19590 members 
Mstep: Class 35 contains 3393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122493720.000000 Penalty: 117992.593750
Iteration 68Q: 36 clusters Score -1.224937e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 36907 members 
Mstep: Class 3 contains 136838 members 
Mstep: Class 4 contains 27273 members 
Mstep: Class 5 contains 7539 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 18776 members 
Mstep: Class 8 contains 6140 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16568 members 
Mstep: Class 11 contains 4351 members 
Mstep: Class 12 contains 4441 members 
Mstep: Class 13 contains 48815 members 
Mstep: Class 14 contains 15043 members 
Mstep: Class 15 contains 14933 members 
Mstep: Class 16 contains 65384 members 
Mstep: Class 17 contains 4979 members 
Mstep: Class 18 contains 8307 members 
Mstep: Class 19 contains 20751 members 
Mstep: Class 20 contains 6689 members 
Mstep: Class 21 contains 6804 members 
Mstep: Class 22 contains 116581 members 
Mstep: Class 23 contains 6363 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 19669 members 
Mstep: Class 26 contains 10665 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10048 members 
Mstep: Class 29 contains 58616 members 
Mstep: Class 30 contains 5678 members 
Mstep: Class 31 contains 73037 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10531 members 
Mstep: Class 34 contains 19612 members 
Mstep: Class 35 contains 3395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122493936.000000 Penalty: 117992.593750
Iteration 69Q: 36 clusters Score -1.224939e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 36902 members 
Mstep: Class 3 contains 136766 members 
Mstep: Class 4 contains 27269 members 
Mstep: Class 5 contains 7541 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 18770 members 
Mstep: Class 8 contains 6153 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16572 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 13 contains 48786 members 
Mstep: Class 14 contains 15021 members 
Mstep: Class 15 contains 14977 members 
Mstep: Class 16 contains 65375 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8315 members 
Mstep: Class 19 contains 20795 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 116531 members 
Mstep: Class 23 contains 6363 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19676 members 
Mstep: Class 26 contains 10654 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10054 members 
Mstep: Class 29 contains 58623 members 
Mstep: Class 30 contains 5678 members 
Mstep: Class 31 contains 73102 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10522 members 
Mstep: Class 34 contains 19628 members 
Mstep: Class 35 contains 3396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122493960.000000 Penalty: 117992.593750
Iteration 70Q: 36 clusters Score -1.22494e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 36899 members 
Mstep: Class 3 contains 136700 members 
Mstep: Class 4 contains 27262 members 
Mstep: Class 5 contains 7540 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 18767 members 
Mstep: Class 8 contains 6163 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16580 members 
Mstep: Class 11 contains 4330 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 48748 members 
Mstep: Class 14 contains 15002 members 
Mstep: Class 15 contains 15029 members 
Mstep: Class 16 contains 65368 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8320 members 
Mstep: Class 19 contains 20829 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 6812 members 
Mstep: Class 22 contains 116484 members 
Mstep: Class 23 contains 6363 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19685 members 
Mstep: Class 26 contains 10637 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10061 members 
Mstep: Class 29 contains 58627 members 
Mstep: Class 30 contains 5678 members 
Mstep: Class 31 contains 73174 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10518 members 
Mstep: Class 34 contains 19644 members 
Mstep: Class 35 contains 3398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122494088.000000 Penalty: 117992.593750
Iteration 71Q: 36 clusters Score -1.224941e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36892 members 
Mstep: Class 3 contains 136626 members 
Mstep: Class 4 contains 27258 members 
Mstep: Class 5 contains 7540 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 18765 members 
Mstep: Class 8 contains 6171 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16583 members 
Mstep: Class 11 contains 4319 members 
Mstep: Class 12 contains 4479 members 
Mstep: Class 13 contains 48708 members 
Mstep: Class 14 contains 14990 members 
Mstep: Class 15 contains 15079 members 
Mstep: Class 16 contains 65353 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8325 members 
Mstep: Class 19 contains 20854 members 
Mstep: Class 20 contains 6660 members 
Mstep: Class 21 contains 6817 members 
Mstep: Class 22 contains 116436 members 
Mstep: Class 23 contains 6364 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19691 members 
Mstep: Class 26 contains 10627 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10067 members 
Mstep: Class 29 contains 58632 members 
Mstep: Class 30 contains 5676 members 
Mstep: Class 31 contains 73254 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10525 members 
Mstep: Class 34 contains 19661 members 
Mstep: Class 35 contains 3395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122494048.000000 Penalty: 117992.593750
Iteration 72Q: 36 clusters Score -1.22494e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36891 members 
Mstep: Class 3 contains 136547 members 
Mstep: Class 4 contains 27252 members 
Mstep: Class 5 contains 7543 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 18762 members 
Mstep: Class 8 contains 6182 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16586 members 
Mstep: Class 11 contains 4312 members 
Mstep: Class 12 contains 4487 members 
Mstep: Class 13 contains 48673 members 
Mstep: Class 14 contains 14963 members 
Mstep: Class 15 contains 15133 members 
Mstep: Class 16 contains 65354 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8329 members 
Mstep: Class 19 contains 20898 members 
Mstep: Class 20 contains 6651 members 
Mstep: Class 21 contains 6820 members 
Mstep: Class 22 contains 116393 members 
Mstep: Class 23 contains 6365 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19695 members 
Mstep: Class 26 contains 10614 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10074 members 
Mstep: Class 29 contains 58636 members 
Mstep: Class 30 contains 5676 members 
Mstep: Class 31 contains 73314 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10521 members 
Mstep: Class 34 contains 19680 members 
Mstep: Class 35 contains 3396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122494072.000000 Penalty: 117992.593750
Iteration 73Q: 36 clusters Score -1.224941e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36892 members 
Mstep: Class 3 contains 136479 members 
Mstep: Class 4 contains 27251 members 
Mstep: Class 5 contains 7548 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 18757 members 
Mstep: Class 8 contains 6186 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16588 members 
Mstep: Class 11 contains 4310 members 
Mstep: Class 12 contains 4498 members 
Mstep: Class 13 contains 48634 members 
Mstep: Class 14 contains 14937 members 
Mstep: Class 15 contains 15190 members 
Mstep: Class 16 contains 65355 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8332 members 
Mstep: Class 19 contains 20949 members 
Mstep: Class 20 contains 6640 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 116346 members 
Mstep: Class 23 contains 6367 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19700 members 
Mstep: Class 26 contains 10607 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 58639 members 
Mstep: Class 30 contains 5676 members 
Mstep: Class 31 contains 73338 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10525 members 
Mstep: Class 34 contains 19698 members 
Mstep: Class 35 contains 3397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122494424.000000 Penalty: 117992.593750
Iteration 74Q: 36 clusters Score -1.224944e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36890 members 
Mstep: Class 3 contains 136405 members 
Mstep: Class 4 contains 27250 members 
Mstep: Class 5 contains 7544 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 18751 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16594 members 
Mstep: Class 11 contains 4303 members 
Mstep: Class 12 contains 4512 members 
Mstep: Class 13 contains 48610 members 
Mstep: Class 14 contains 14915 members 
Mstep: Class 15 contains 15247 members 
Mstep: Class 16 contains 65379 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8334 members 
Mstep: Class 19 contains 20993 members 
Mstep: Class 20 contains 6630 members 
Mstep: Class 21 contains 6837 members 
Mstep: Class 22 contains 116313 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19705 members 
Mstep: Class 26 contains 10597 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10088 members 
Mstep: Class 29 contains 58640 members 
Mstep: Class 30 contains 5673 members 
Mstep: Class 31 contains 73353 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10523 members 
Mstep: Class 34 contains 19710 members 
Mstep: Class 35 contains 3396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122494608.000000 Penalty: 117992.593750
Iteration 75Q: 36 clusters Score -1.224946e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36886 members 
Mstep: Class 3 contains 136327 members 
Mstep: Class 4 contains 27249 members 
Mstep: Class 5 contains 7542 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 18748 members 
Mstep: Class 8 contains 6189 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16594 members 
Mstep: Class 11 contains 4298 members 
Mstep: Class 12 contains 4520 members 
Mstep: Class 13 contains 48588 members 
Mstep: Class 14 contains 14885 members 
Mstep: Class 15 contains 15327 members 
Mstep: Class 16 contains 65417 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8335 members 
Mstep: Class 19 contains 21041 members 
Mstep: Class 20 contains 6622 members 
Mstep: Class 21 contains 6842 members 
Mstep: Class 22 contains 116281 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19706 members 
Mstep: Class 26 contains 10585 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10096 members 
Mstep: Class 29 contains 58634 members 
Mstep: Class 30 contains 5671 members 
Mstep: Class 31 contains 73347 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10527 members 
Mstep: Class 34 contains 19728 members 
Mstep: Class 35 contains 3396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122494640.000000 Penalty: 117992.593750
Iteration 76Q: 36 clusters Score -1.224946e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36885 members 
Mstep: Class 3 contains 136260 members 
Mstep: Class 4 contains 27246 members 
Mstep: Class 5 contains 7539 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 18747 members 
Mstep: Class 8 contains 6191 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16595 members 
Mstep: Class 11 contains 4292 members 
Mstep: Class 12 contains 4524 members 
Mstep: Class 13 contains 48563 members 
Mstep: Class 14 contains 14846 members 
Mstep: Class 15 contains 15397 members 
Mstep: Class 16 contains 65447 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8335 members 
Mstep: Class 19 contains 21086 members 
Mstep: Class 20 contains 6612 members 
Mstep: Class 21 contains 6847 members 
Mstep: Class 22 contains 116242 members 
Mstep: Class 23 contains 6367 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19708 members 
Mstep: Class 26 contains 10584 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10102 members 
Mstep: Class 29 contains 58639 members 
Mstep: Class 30 contains 5668 members 
Mstep: Class 31 contains 73357 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10531 members 
Mstep: Class 34 contains 19740 members 
Mstep: Class 35 contains 3396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122494808.000000 Penalty: 117992.593750
Iteration 77Q: 36 clusters Score -1.224948e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36876 members 
Mstep: Class 3 contains 136202 members 
Mstep: Class 4 contains 27242 members 
Mstep: Class 5 contains 7536 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 18746 members 
Mstep: Class 8 contains 6195 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16596 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 4528 members 
Mstep: Class 13 contains 48535 members 
Mstep: Class 14 contains 14816 members 
Mstep: Class 15 contains 15477 members 
Mstep: Class 16 contains 65471 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8336 members 
Mstep: Class 19 contains 21131 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116218 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19706 members 
Mstep: Class 26 contains 10579 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10111 members 
Mstep: Class 29 contains 58642 members 
Mstep: Class 30 contains 5667 members 
Mstep: Class 31 contains 73354 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10537 members 
Mstep: Class 34 contains 19741 members 
Mstep: Class 35 contains 3397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122494984.000000 Penalty: 117992.593750
Iteration 78Q: 36 clusters Score -1.22495e+08 nChanged 467
Entering ConstructFrom: 
Score: -122494984.000000 Penalty: 117992.593750
Entering ConstructFrom: 
Trying to split cluster 1 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -53327.722656 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -53327.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52084.253906 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -52084.25 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -52385.050781 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -52385.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -52653.269531 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -52653.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -52772.410156 Penalty: 2955.378662
	Iteration 3F: 3 clusters Score -52772.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -52918.511719 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -52918.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -52984.957031 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -52984.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -53016.226562 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -53016.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -53028.246094 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -53028.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -53033.023438 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -53033.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -53033.023438 Penalty: 2955.378662
	Iteration 9F: 3 clusters Score -53033.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Entering Unmasked Estep 
Score: -5787034.000000 Penalty: 2607.778320
	Iteration 0F: 2 clusters Score -5787034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -5761876.500000 Penalty: 5215.556641
	Iteration 0F: 3 clusters Score -5761876 nChanged 16845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -5771128.500000 Penalty: 5215.556641
	Iteration 1F: 3 clusters Score -5771128 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -5771764.000000 Penalty: 5215.556641
	Iteration 2Q: 3 clusters Score -5771764 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -5772443.000000 Penalty: 5215.556641
	Iteration 3Q: 3 clusters Score -5772443 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -5773337.500000 Penalty: 5215.556641
	Iteration 4Q: 3 clusters Score -5773338 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -5774411.000000 Penalty: 5215.556641
	Iteration 5F: 3 clusters Score -5774411 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -5775690.500000 Penalty: 5215.556641
	Iteration 6F: 3 clusters Score -5775690 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -5777315.000000 Penalty: 5215.556641
	Iteration 7F: 3 clusters Score -5777315 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -5779103.000000 Penalty: 5215.556641
	Iteration 8F: 3 clusters Score -5779103 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -5780923.500000 Penalty: 5215.556641
	Iteration 9F: 3 clusters Score -5780924 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -5782164.000000 Penalty: 5215.556641
	Iteration 10F: 3 clusters Score -5782164 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -5782920.000000 Penalty: 5215.556641
	Iteration 11Q: 3 clusters Score -5782920 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -5783438.500000 Penalty: 5215.556641
	Iteration 12Q: 3 clusters Score -5783438 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -5783850.500000 Penalty: 5215.556641
	Iteration 13Q: 3 clusters Score -5783850 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -5784186.000000 Penalty: 5215.556641
	Iteration 14Q: 3 clusters Score -5784186 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -5784492.500000 Penalty: 5215.556641
	Iteration 15Q: 3 clusters Score -5784492 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -5784843.000000 Penalty: 5215.556641
	Iteration 16Q: 3 clusters Score -5784843 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -5785111.000000 Penalty: 5215.556641
	Iteration 17Q: 3 clusters Score -5785111 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -5785359.500000 Penalty: 5215.556641
	Iteration 18Q: 3 clusters Score -5785360 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -5785572.500000 Penalty: 5215.556641
	Iteration 19Q: 3 clusters Score -5785572 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -5785738.000000 Penalty: 5215.556641
	Iteration 20F: 3 clusters Score -5785738 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5785906.500000 Penalty: 5215.556641
	Iteration 21Q: 3 clusters Score -5785906 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -5786049.500000 Penalty: 5215.556641
	Iteration 22Q: 3 clusters Score -5786050 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5786178.000000 Penalty: 5215.556641
	Iteration 23Q: 3 clusters Score -5786178 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -5786264.500000 Penalty: 5215.556641
	Iteration 24Q: 3 clusters Score -5786264 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -5786349.500000 Penalty: 5215.556641
	Iteration 25Q: 3 clusters Score -5786350 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5786408.500000 Penalty: 5215.556641
	Iteration 26Q: 3 clusters Score -5786408 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5786451.500000 Penalty: 5215.556641
	Iteration 27Q: 3 clusters Score -5786452 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5786483.500000 Penalty: 5215.556641
	Iteration 28Q: 3 clusters Score -5786484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5786499.500000 Penalty: 5215.556641
	Iteration 29Q: 3 clusters Score -5786500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5786511.000000 Penalty: 5215.556641
	Iteration 30Q: 3 clusters Score -5786511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5786510.000000 Penalty: 5215.556641
	Iteration 31Q: 3 clusters Score -5786510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5786503.500000 Penalty: 5215.556641
	Iteration 32Q: 3 clusters Score -5786504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5786512.500000 Penalty: 5215.556641
	Iteration 33Q: 3 clusters Score -5786512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5786518.000000 Penalty: 5215.556641
	Iteration 34Q: 3 clusters Score -5786518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5786512.500000 Penalty: 5215.556641
	Iteration 35Q: 3 clusters Score -5786512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5786514.000000 Penalty: 5215.556641
	Iteration 36Q: 3 clusters Score -5786514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5786514.500000 Penalty: 5215.556641
	Iteration 37Q: 3 clusters Score -5786514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5786516.500000 Penalty: 5215.556641
	Iteration 38Q: 3 clusters Score -5786516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5786516.000000 Penalty: 5215.556641
	Iteration 39Q: 3 clusters Score -5786516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5786519.500000 Penalty: 5215.556641
	Iteration 40F: 3 clusters Score -5786520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5786520.500000 Penalty: 5215.556641
	Iteration 41Q: 3 clusters Score -5786520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5786524.500000 Penalty: 5215.556641
	Iteration 42Q: 3 clusters Score -5786524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5786523.000000 Penalty: 5215.556641
	Iteration 43Q: 3 clusters Score -5786523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5786523.000000 Penalty: 5215.556641
	Iteration 44F: 3 clusters Score -5786523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (136128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136128 members 
Entering Unmasked Estep 
Score: -20741720.000000 Penalty: 2931.695068
	Iteration 0F: 2 clusters Score -2.074172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 68273 members 
Entering Unmasked Estep 
Score: -20652688.000000 Penalty: 5863.390137
	Iteration 0F: 3 clusters Score -2.065269e+07 nChanged 64830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -20690544.000000 Penalty: 5863.390137
	Iteration 1F: 3 clusters Score -2.069054e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64156 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -20691892.000000 Penalty: 5863.390137
	Iteration 2Q: 3 clusters Score -2.069189e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 74443 members 
Entering Unmasked Estep 
Score: -20693578.000000 Penalty: 5863.390137
	Iteration 3Q: 3 clusters Score -2.069358e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 78084 members 
Entering Unmasked Estep 
Score: -20695992.000000 Penalty: 5863.390137
	Iteration 4Q: 3 clusters Score -2.069599e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -20699136.000000 Penalty: 5863.390137
	Iteration 5Q: 3 clusters Score -2.069914e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 90296 members 
Entering Unmasked Estep 
Score: -20704022.000000 Penalty: 5863.390137
	Iteration 6F: 3 clusters Score -2.070402e+07 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 99328 members 
Entering Unmasked Estep 
Score: -20710784.000000 Penalty: 5863.390137
	Iteration 7F: 3 clusters Score -2.071078e+07 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 109567 members 
Entering Unmasked Estep 
Score: -20719306.000000 Penalty: 5863.390137
	Iteration 8F: 3 clusters Score -2.071931e+07 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 119282 members 
Entering Unmasked Estep 
Score: -20727628.000000 Penalty: 5863.390137
	Iteration 9F: 3 clusters Score -2.072763e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 126556 members 
Entering Unmasked Estep 
Score: -20733522.000000 Penalty: 5863.390137
	Iteration 10F: 3 clusters Score -2.073352e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 130935 members 
Entering Unmasked Estep 
Score: -20736958.000000 Penalty: 5863.390137
	Iteration 11Q: 3 clusters Score -2.073696e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 133165 members 
Entering Unmasked Estep 
Score: -20738544.000000 Penalty: 5863.390137
	Iteration 12Q: 3 clusters Score -2.073854e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 134165 members 
Entering Unmasked Estep 
Score: -20739210.000000 Penalty: 5863.390137
	Iteration 13Q: 3 clusters Score -2.073921e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 134649 members 
Entering Unmasked Estep 
Score: -20739434.000000 Penalty: 5863.390137
	Iteration 14Q: 3 clusters Score -2.073943e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 134883 members 
Entering Unmasked Estep 
Score: -20739626.000000 Penalty: 5863.390137
	Iteration 15Q: 3 clusters Score -2.073963e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 135034 members 
Entering Unmasked Estep 
Score: -20739704.000000 Penalty: 5863.390137
	Iteration 16Q: 3 clusters Score -2.07397e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 135115 members 
Entering Unmasked Estep 
Score: -20739732.000000 Penalty: 5863.390137
	Iteration 17Q: 3 clusters Score -2.073973e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 135164 members 
Entering Unmasked Estep 
Score: -20739794.000000 Penalty: 5863.390137
	Iteration 18Q: 3 clusters Score -2.073979e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 135202 members 
Entering Unmasked Estep 
Score: -20739796.000000 Penalty: 5863.390137
	Iteration 19Q: 3 clusters Score -2.07398e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 135227 members 
Entering Unmasked Estep 
Score: -20739822.000000 Penalty: 5863.390137
	Iteration 20F: 3 clusters Score -2.073982e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 135253 members 
Entering Unmasked Estep 
Score: -20739834.000000 Penalty: 5863.390137
	Iteration 21Q: 3 clusters Score -2.073983e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 135272 members 
Entering Unmasked Estep 
Score: -20739892.000000 Penalty: 5863.390137
	Iteration 22Q: 3 clusters Score -2.073989e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 135293 members 
Entering Unmasked Estep 
Score: -20739890.000000 Penalty: 5863.390137
	Iteration 23Q: 3 clusters Score -2.073989e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 135298 members 
Entering Unmasked Estep 
Score: -20739918.000000 Penalty: 5863.390137
	Iteration 24Q: 3 clusters Score -2.073992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 135303 members 
Entering Unmasked Estep 
Score: -20739924.000000 Penalty: 5863.390137
	Iteration 25Q: 3 clusters Score -2.073992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 135307 members 
Entering Unmasked Estep 
Score: -20739926.000000 Penalty: 5863.390137
	Iteration 26Q: 3 clusters Score -2.073993e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 135307 members 
Entering Unmasked Estep 
Score: -20739954.000000 Penalty: 5863.390137
	Iteration 27Q: 3 clusters Score -2.073995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 135306 members 
Entering Unmasked Estep 
Score: -20739954.000000 Penalty: 5863.390137
	Iteration 28Q: 3 clusters Score -2.073995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 135307 members 
Entering Unmasked Estep 
Score: -20739950.000000 Penalty: 5863.390137
	Iteration 29Q: 3 clusters Score -2.073995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 135312 members 
Entering Unmasked Estep 
Score: -20739986.000000 Penalty: 5863.390137
	Iteration 30Q: 3 clusters Score -2.073999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 135315 members 
Entering Unmasked Estep 
Score: -20739970.000000 Penalty: 5863.390137
	Iteration 31Q: 3 clusters Score -2.073997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 135318 members 
Entering Unmasked Estep 
Score: -20739992.000000 Penalty: 5863.390137
	Iteration 32Q: 3 clusters Score -2.073999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 135319 members 
Entering Unmasked Estep 
Score: -20739980.000000 Penalty: 5863.390137
	Iteration 33Q: 3 clusters Score -2.073998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 135321 members 
Entering Unmasked Estep 
Score: -20739992.000000 Penalty: 5863.390137
	Iteration 34Q: 3 clusters Score -2.073999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 135327 members 
Entering Unmasked Estep 
Score: -20740004.000000 Penalty: 5863.390137
	Iteration 35Q: 3 clusters Score -2.074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 135331 members 
Entering Unmasked Estep 
Score: -20740040.000000 Penalty: 5863.390137
	Iteration 36Q: 3 clusters Score -2.074004e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 135324 members 
Entering Unmasked Estep 
Score: -20740062.000000 Penalty: 5863.390137
	Iteration 37Q: 3 clusters Score -2.074006e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 135314 members 
Entering Unmasked Estep 
Score: -20740106.000000 Penalty: 5863.390137
	Iteration 38Q: 3 clusters Score -2.074011e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 135304 members 
Entering Unmasked Estep 
Score: -20740122.000000 Penalty: 5863.390137
	Iteration 39Q: 3 clusters Score -2.074012e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 135292 members 
Entering Unmasked Estep 
Score: -20740164.000000 Penalty: 5863.390137
	Iteration 40F: 3 clusters Score -2.074016e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 135277 members 
Entering Unmasked Estep 
Score: -20740184.000000 Penalty: 5863.390137
	Iteration 41Q: 3 clusters Score -2.074018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 135268 members 
Entering Unmasked Estep 
Score: -20740192.000000 Penalty: 5863.390137
	Iteration 42Q: 3 clusters Score -2.074019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 135261 members 
Entering Unmasked Estep 
Score: -20740190.000000 Penalty: 5863.390137
	Iteration 43Q: 3 clusters Score -2.074019e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 135247 members 
Entering Unmasked Estep 
Score: -20740216.000000 Penalty: 5863.390137
	Iteration 44Q: 3 clusters Score -2.074022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 135236 members 
Entering Unmasked Estep 
Score: -20740220.000000 Penalty: 5863.390137
	Iteration 45Q: 3 clusters Score -2.074022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 135232 members 
Entering Unmasked Estep 
Score: -20740228.000000 Penalty: 5863.390137
	Iteration 46Q: 3 clusters Score -2.074023e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 135221 members 
Entering Unmasked Estep 
Score: -20740218.000000 Penalty: 5863.390137
	Iteration 47Q: 3 clusters Score -2.074022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 135217 members 
Entering Unmasked Estep 
Score: -20740212.000000 Penalty: 5863.390137
	Iteration 48Q: 3 clusters Score -2.074021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 135214 members 
Entering Unmasked Estep 
Score: -20740216.000000 Penalty: 5863.390137
	Iteration 49Q: 3 clusters Score -2.074022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 135211 members 
Entering Unmasked Estep 
Score: -20740216.000000 Penalty: 5863.390137
	Iteration 50Q: 3 clusters Score -2.074022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 135208 members 
Entering Unmasked Estep 
Score: -20740218.000000 Penalty: 5863.390137
	Iteration 51Q: 3 clusters Score -2.074022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 135206 members 
Entering Unmasked Estep 
Score: -20740224.000000 Penalty: 5863.390137
	Iteration 52Q: 3 clusters Score -2.074022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 135205 members 
Entering Unmasked Estep 
Score: -20740210.000000 Penalty: 5863.390137
	Iteration 53Q: 3 clusters Score -2.074021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 135203 members 
Entering Unmasked Estep 
Score: -20740216.000000 Penalty: 5863.390137
	Iteration 54Q: 3 clusters Score -2.074022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 135202 members 
Entering Unmasked Estep 
Score: -20740218.000000 Penalty: 5863.390137
	Iteration 55Q: 3 clusters Score -2.074022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 135200 members 
Entering Unmasked Estep 
Score: -20740210.000000 Penalty: 5863.390137
	Iteration 56Q: 3 clusters Score -2.074021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 135200 members 
Entering Unmasked Estep 
Score: -20740216.000000 Penalty: 5863.390137
	Iteration 57Q: 3 clusters Score -2.074022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 135201 members 
Entering Unmasked Estep 
Score: -20740210.000000 Penalty: 5863.390137
	Iteration 58Q: 3 clusters Score -2.074021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 135200 members 
Entering Unmasked Estep 
Score: -20740218.000000 Penalty: 5863.390137
	Iteration 59Q: 3 clusters Score -2.074022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 135198 members 
Entering Unmasked Estep 
Score: -20740222.000000 Penalty: 5863.390137
	Iteration 60F: 3 clusters Score -2.074022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Entering Unmasked Estep 
Score: -4417799.500000 Penalty: 2532.621826
	Iteration 0F: 2 clusters Score -4417800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -4399078.000000 Penalty: 5065.243652
	Iteration 0F: 3 clusters Score -4399078 nChanged 12130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -4405482.000000 Penalty: 5065.243652
	Iteration 1F: 3 clusters Score -4405482 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -4406073.500000 Penalty: 5065.243652
	Iteration 2F: 3 clusters Score -4406074 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -4406709.500000 Penalty: 5065.243652
	Iteration 3F: 3 clusters Score -4406710 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -4407496.000000 Penalty: 5065.243652
	Iteration 4F: 3 clusters Score -4407496 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -4408464.000000 Penalty: 5065.243652
	Iteration 5F: 3 clusters Score -4408464 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -4409627.500000 Penalty: 5065.243652
	Iteration 6F: 3 clusters Score -4409628 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -4411016.000000 Penalty: 5065.243652
	Iteration 7F: 3 clusters Score -4411016 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -4412502.000000 Penalty: 5065.243652
	Iteration 8F: 3 clusters Score -4412502 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -4414124.500000 Penalty: 5065.243652
	Iteration 9F: 3 clusters Score -4414124 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -4415419.500000 Penalty: 5065.243652
	Iteration 10Q: 3 clusters Score -4415420 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -4416227.500000 Penalty: 5065.243652
	Iteration 11Q: 3 clusters Score -4416228 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -4416687.500000 Penalty: 5065.243652
	Iteration 12Q: 3 clusters Score -4416688 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -4416949.000000 Penalty: 5065.243652
	Iteration 13Q: 3 clusters Score -4416949 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -4417074.500000 Penalty: 5065.243652
	Iteration 14Q: 3 clusters Score -4417074 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -4417109.000000 Penalty: 5065.243652
	Iteration 15Q: 3 clusters Score -4417109 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -4417106.500000 Penalty: 5065.243652
	Iteration 16Q: 3 clusters Score -4417106 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -4417138.500000 Penalty: 5065.243652
	Iteration 17Q: 3 clusters Score -4417138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -4417147.500000 Penalty: 5065.243652
	Iteration 18Q: 3 clusters Score -4417148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -4417155.500000 Penalty: 5065.243652
	Iteration 19Q: 3 clusters Score -4417156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -4417154.000000 Penalty: 5065.243652
	Iteration 20F: 3 clusters Score -4417154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -4417159.500000 Penalty: 5065.243652
	Iteration 21Q: 3 clusters Score -4417160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -4417163.000000 Penalty: 5065.243652
	Iteration 22Q: 3 clusters Score -4417163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -4417160.500000 Penalty: 5065.243652
	Iteration 23Q: 3 clusters Score -4417160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -4417161.000000 Penalty: 5065.243652
	Iteration 24Q: 3 clusters Score -4417161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -4417165.500000 Penalty: 5065.243652
	Iteration 25Q: 3 clusters Score -4417166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -4417167.000000 Penalty: 5065.243652
	Iteration 26Q: 3 clusters Score -4417167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -4417166.000000 Penalty: 5065.243652
	Iteration 27Q: 3 clusters Score -4417166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -4417167.500000 Penalty: 5065.243652
	Iteration 28Q: 3 clusters Score -4417168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -4417166.000000 Penalty: 5065.243652
	Iteration 29Q: 3 clusters Score -4417166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -4417161.500000 Penalty: 5065.243652
	Iteration 30Q: 3 clusters Score -4417162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -4417161.500000 Penalty: 5065.243652
	Iteration 31Q: 3 clusters Score -4417162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -4417159.500000 Penalty: 5065.243652
	Iteration 32Q: 3 clusters Score -4417160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -4417159.500000 Penalty: 5065.243652
	Iteration 33F: 3 clusters Score -4417160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Entering Unmasked Estep 
Score: -1114532.125000 Penalty: 2213.940918
	Iteration 0F: 2 clusters Score -1114532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1108436.625000 Penalty: 4427.881836
	Iteration 0F: 3 clusters Score -1108437 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1110177.000000 Penalty: 4427.881836
	Iteration 1F: 3 clusters Score -1110177 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1110601.125000 Penalty: 4427.881836
	Iteration 2F: 3 clusters Score -1110601 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1111064.875000 Penalty: 4427.881836
	Iteration 3F: 3 clusters Score -1111065 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1111499.375000 Penalty: 4427.881836
	Iteration 4F: 3 clusters Score -1111499 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1111812.375000 Penalty: 4427.881836
	Iteration 5F: 3 clusters Score -1111812 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1112038.250000 Penalty: 4427.881836
	Iteration 6Q: 3 clusters Score -1112038 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1112182.750000 Penalty: 4427.881836
	Iteration 7Q: 3 clusters Score -1112183 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1112313.125000 Penalty: 4427.881836
	Iteration 8Q: 3 clusters Score -1112313 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1112416.625000 Penalty: 4427.881836
	Iteration 9Q: 3 clusters Score -1112417 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1112499.000000 Penalty: 4427.881836
	Iteration 10Q: 3 clusters Score -1112499 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1112559.875000 Penalty: 4427.881836
	Iteration 11Q: 3 clusters Score -1112560 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1112612.625000 Penalty: 4427.881836
	Iteration 12Q: 3 clusters Score -1112613 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1112659.625000 Penalty: 4427.881836
	Iteration 13Q: 3 clusters Score -1112660 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1112698.000000 Penalty: 4427.881836
	Iteration 14Q: 3 clusters Score -1112698 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1112727.250000 Penalty: 4427.881836
	Iteration 15Q: 3 clusters Score -1112727 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1112767.500000 Penalty: 4427.881836
	Iteration 16Q: 3 clusters Score -1112768 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1112812.500000 Penalty: 4427.881836
	Iteration 17Q: 3 clusters Score -1112812 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1112850.500000 Penalty: 4427.881836
	Iteration 18Q: 3 clusters Score -1112850 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1112894.250000 Penalty: 4427.881836
	Iteration 19Q: 3 clusters Score -1112894 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1112924.875000 Penalty: 4427.881836
	Iteration 20F: 3 clusters Score -1112925 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1112957.375000 Penalty: 4427.881836
	Iteration 21Q: 3 clusters Score -1112957 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1112977.500000 Penalty: 4427.881836
	Iteration 22Q: 3 clusters Score -1112978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1112992.625000 Penalty: 4427.881836
	Iteration 23Q: 3 clusters Score -1112993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1113007.750000 Penalty: 4427.881836
	Iteration 24Q: 3 clusters Score -1113008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1113018.250000 Penalty: 4427.881836
	Iteration 25Q: 3 clusters Score -1113018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1113027.125000 Penalty: 4427.881836
	Iteration 26Q: 3 clusters Score -1113027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1113037.875000 Penalty: 4427.881836
	Iteration 27Q: 3 clusters Score -1113038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1113048.375000 Penalty: 4427.881836
	Iteration 28Q: 3 clusters Score -1113048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1113051.875000 Penalty: 4427.881836
	Iteration 29Q: 3 clusters Score -1113052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1113060.750000 Penalty: 4427.881836
	Iteration 30Q: 3 clusters Score -1113061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1113066.250000 Penalty: 4427.881836
	Iteration 31Q: 3 clusters Score -1113066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1113071.375000 Penalty: 4427.881836
	Iteration 32Q: 3 clusters Score -1113071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1113074.625000 Penalty: 4427.881836
	Iteration 33Q: 3 clusters Score -1113075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1113079.750000 Penalty: 4427.881836
	Iteration 34Q: 3 clusters Score -1113080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1113086.125000 Penalty: 4427.881836
	Iteration 35Q: 3 clusters Score -1113086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1113088.625000 Penalty: 4427.881836
	Iteration 36Q: 3 clusters Score -1113089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1113093.250000 Penalty: 4427.881836
	Iteration 37Q: 3 clusters Score -1113093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1113097.000000 Penalty: 4427.881836
	Iteration 38Q: 3 clusters Score -1113097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1113100.750000 Penalty: 4427.881836
	Iteration 39Q: 3 clusters Score -1113101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1113103.500000 Penalty: 4427.881836
	Iteration 40F: 3 clusters Score -1113104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1113108.375000 Penalty: 4427.881836
	Iteration 41Q: 3 clusters Score -1113108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1113108.250000 Penalty: 4427.881836
	Iteration 42Q: 3 clusters Score -1113108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1113112.000000 Penalty: 4427.881836
	Iteration 43Q: 3 clusters Score -1113112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1113115.875000 Penalty: 4427.881836
	Iteration 44Q: 3 clusters Score -1113116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1113121.250000 Penalty: 4427.881836
	Iteration 45Q: 3 clusters Score -1113121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1113121.750000 Penalty: 4427.881836
	Iteration 46Q: 3 clusters Score -1113122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1113125.375000 Penalty: 4427.881836
	Iteration 47Q: 3 clusters Score -1113125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1113129.250000 Penalty: 4427.881836
	Iteration 48Q: 3 clusters Score -1113129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1113133.500000 Penalty: 4427.881836
	Iteration 49Q: 3 clusters Score -1113134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1113136.250000 Penalty: 4427.881836
	Iteration 50Q: 3 clusters Score -1113136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1113137.625000 Penalty: 4427.881836
	Iteration 51Q: 3 clusters Score -1113138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1113140.375000 Penalty: 4427.881836
	Iteration 52Q: 3 clusters Score -1113140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1113143.750000 Penalty: 4427.881836
	Iteration 53Q: 3 clusters Score -1113144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1113144.750000 Penalty: 4427.881836
	Iteration 54Q: 3 clusters Score -1113145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1113152.750000 Penalty: 4427.881836
	Iteration 55Q: 3 clusters Score -1113153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1113153.500000 Penalty: 4427.881836
	Iteration 56Q: 3 clusters Score -1113154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1113156.125000 Penalty: 4427.881836
	Iteration 57Q: 3 clusters Score -1113156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1113164.750000 Penalty: 4427.881836
	Iteration 58Q: 3 clusters Score -1113165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1113173.375000 Penalty: 4427.881836
	Iteration 59Q: 3 clusters Score -1113173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1113179.875000 Penalty: 4427.881836
	Iteration 60F: 3 clusters Score -1113180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1113189.250000 Penalty: 4427.881836
	Iteration 61Q: 3 clusters Score -1113189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1113194.000000 Penalty: 4427.881836
	Iteration 62Q: 3 clusters Score -1113194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1113202.625000 Penalty: 4427.881836
	Iteration 63Q: 3 clusters Score -1113203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1113210.375000 Penalty: 4427.881836
	Iteration 64Q: 3 clusters Score -1113210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1113220.125000 Penalty: 4427.881836
	Iteration 65Q: 3 clusters Score -1113220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1113232.750000 Penalty: 4427.881836
	Iteration 66Q: 3 clusters Score -1113233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1113243.375000 Penalty: 4427.881836
	Iteration 67Q: 3 clusters Score -1113243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1113253.250000 Penalty: 4427.881836
	Iteration 68Q: 3 clusters Score -1113253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1113267.375000 Penalty: 4427.881836
	Iteration 69Q: 3 clusters Score -1113267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1113285.500000 Penalty: 4427.881836
	Iteration 70Q: 3 clusters Score -1113286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1113299.500000 Penalty: 4427.881836
	Iteration 71Q: 3 clusters Score -1113300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1113323.250000 Penalty: 4427.881836
	Iteration 72Q: 3 clusters Score -1113323 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1113353.875000 Penalty: 4427.881836
	Iteration 73Q: 3 clusters Score -1113354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1113379.250000 Penalty: 4427.881836
	Iteration 74Q: 3 clusters Score -1113379 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1113407.750000 Penalty: 4427.881836
	Iteration 75Q: 3 clusters Score -1113408 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1113443.375000 Penalty: 4427.881836
	Iteration 76Q: 3 clusters Score -1113443 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1113491.750000 Penalty: 4427.881836
	Iteration 77Q: 3 clusters Score -1113492 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1113539.125000 Penalty: 4427.881836
	Iteration 78Q: 3 clusters Score -1113539 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1113600.750000 Penalty: 4427.881836
	Iteration 79Q: 3 clusters Score -1113601 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1113664.500000 Penalty: 4427.881836
	Iteration 80F: 3 clusters Score -1113664 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1113752.000000 Penalty: 4427.881836
	Iteration 81Q: 3 clusters Score -1113752 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1113861.375000 Penalty: 4427.881836
	Iteration 82Q: 3 clusters Score -1113861 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1113976.750000 Penalty: 4427.881836
	Iteration 83Q: 3 clusters Score -1113977 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1114103.125000 Penalty: 4427.881836
	Iteration 84Q: 3 clusters Score -1114103 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1114250.250000 Penalty: 4427.881836
	Iteration 85Q: 3 clusters Score -1114250 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1114448.125000 Penalty: 4427.881836
	Iteration 86Q: 3 clusters Score -1114448 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1114694.125000 Penalty: 4427.881836
	Iteration 87Q: 3 clusters Score -1114694 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1114924.750000 Penalty: 4427.881836
	Iteration 88Q: 3 clusters Score -1114925 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1115069.875000 Penalty: 4427.881836
	Iteration 89Q: 3 clusters Score -1115070 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1115195.375000 Penalty: 4427.881836
	Iteration 90Q: 3 clusters Score -1115195 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1115294.250000 Penalty: 4427.881836
	Iteration 91Q: 3 clusters Score -1115294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1115352.000000 Penalty: 4427.881836
	Iteration 92Q: 3 clusters Score -1115352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1115378.625000 Penalty: 4427.881836
	Iteration 93Q: 3 clusters Score -1115379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1115393.625000 Penalty: 4427.881836
	Iteration 94Q: 3 clusters Score -1115394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1115395.625000 Penalty: 4427.881836
	Iteration 95Q: 3 clusters Score -1115396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1115397.750000 Penalty: 4427.881836
	Iteration 96Q: 3 clusters Score -1115398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1115403.000000 Penalty: 4427.881836
	Iteration 97Q: 3 clusters Score -1115403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1115404.625000 Penalty: 4427.881836
	Iteration 98Q: 3 clusters Score -1115405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1115408.250000 Penalty: 4427.881836
	Iteration 99Q: 3 clusters Score -1115408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1115410.125000 Penalty: 4427.881836
	Iteration 100F: 3 clusters Score -1115410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 136128 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 1155 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 18747 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 48510 members 
Mstep: Class 14 contains 14778 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 19 contains 21182 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116195 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19702 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 58641 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 73350 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10548 members 
Mstep: Class 34 contains 19743 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 6379 members 
Entering Unmasked Estep 
Score: -122494656.000000 Penalty: 121363.804688
Splitting cluster 5 changes total score from -122494984.000000 to -122494656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Entering Unmasked Estep 
Score: -175310.125000 Penalty: 1763.250122
	Iteration 0F: 2 clusters Score -175310.1 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 628 members 
Entering Unmasked Estep 
Score: -173303.078125 Penalty: 3526.500244
	Iteration 0F: 3 clusters Score -173303.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -173936.125000 Penalty: 3526.500244
	Iteration 1F: 3 clusters Score -173936.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -174370.296875 Penalty: 3526.500244
	Iteration 2F: 3 clusters Score -174370.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -174842.031250 Penalty: 3526.500244
	Iteration 3F: 3 clusters Score -174842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -175155.937500 Penalty: 3526.500244
	Iteration 4F: 3 clusters Score -175155.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -175402.593750 Penalty: 3526.500244
	Iteration 5F: 3 clusters Score -175402.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -175652.343750 Penalty: 3526.500244
	Iteration 6F: 3 clusters Score -175652.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -175848.062500 Penalty: 3526.500244
	Iteration 7Q: 3 clusters Score -175848.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -176040.406250 Penalty: 3526.500244
	Iteration 8Q: 3 clusters Score -176040.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -176243.062500 Penalty: 3526.500244
	Iteration 9Q: 3 clusters Score -176243.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -176342.546875 Penalty: 3526.500244
	Iteration 10Q: 3 clusters Score -176342.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -176402.359375 Penalty: 3526.500244
	Iteration 11Q: 3 clusters Score -176402.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -176543.812500 Penalty: 3526.500244
	Iteration 12Q: 3 clusters Score -176543.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -176801.718750 Penalty: 3526.500244
	Iteration 13Q: 3 clusters Score -176801.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -176828.843750 Penalty: 3526.500244
	Iteration 14Q: 3 clusters Score -176828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -176840.718750 Penalty: 3526.500244
	Iteration 15F: 3 clusters Score -176840.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -176902.593750 Penalty: 3526.500244
	Iteration 16Q: 3 clusters Score -176902.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -176902.593750 Penalty: 3526.500244
	Iteration 17F: 3 clusters Score -176902.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 136128 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 18747 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 48510 members 
Mstep: Class 14 contains 14778 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 19 contains 21182 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116195 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19702 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 58641 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 73350 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10548 members 
Mstep: Class 34 contains 19743 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 560 members 
Entering Unmasked Estep 
Score: -122495064.000000 Penalty: 121363.804688
Splitting cluster 6 changes total score from -122494984.000000 to -122495064.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 7 (18747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Entering Unmasked Estep 
Score: -2959557.000000 Penalty: 2440.019775
	Iteration 0F: 2 clusters Score -2959557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2946403.500000 Penalty: 4880.039551
	Iteration 0F: 3 clusters Score -2946404 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2950970.750000 Penalty: 4880.039551
	Iteration 1F: 3 clusters Score -2950971 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2951842.000000 Penalty: 4880.039551
	Iteration 2F: 3 clusters Score -2951842 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2953077.500000 Penalty: 4880.039551
	Iteration 3F: 3 clusters Score -2953078 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2954922.750000 Penalty: 4880.039551
	Iteration 4F: 3 clusters Score -2954923 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2958065.000000 Penalty: 4880.039551
	Iteration 5F: 3 clusters Score -2958065 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2964188.750000 Penalty: 4880.039551
	Iteration 6F: 3 clusters Score -2964189 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2968885.250000 Penalty: 4880.039551
	Iteration 7F: 3 clusters Score -2968885 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2970293.500000 Penalty: 4880.039551
	Iteration 8F: 3 clusters Score -2970294 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2971264.250000 Penalty: 4880.039551
	Iteration 9Q: 3 clusters Score -2971264 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2972208.250000 Penalty: 4880.039551
	Iteration 10Q: 3 clusters Score -2972208 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2972565.750000 Penalty: 4880.039551
	Iteration 11Q: 3 clusters Score -2972566 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2972709.250000 Penalty: 4880.039551
	Iteration 12Q: 3 clusters Score -2972709 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2972770.000000 Penalty: 4880.039551
	Iteration 13Q: 3 clusters Score -2972770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2972796.250000 Penalty: 4880.039551
	Iteration 14Q: 3 clusters Score -2972796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2972814.000000 Penalty: 4880.039551
	Iteration 15Q: 3 clusters Score -2972814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2972820.500000 Penalty: 4880.039551
	Iteration 16Q: 3 clusters Score -2972820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2972823.250000 Penalty: 4880.039551
	Iteration 17Q: 3 clusters Score -2972823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2972824.250000 Penalty: 4880.039551
	Iteration 18Q: 3 clusters Score -2972824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2972828.500000 Penalty: 4880.039551
	Iteration 19Q: 3 clusters Score -2972828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2972827.250000 Penalty: 4880.039551
	Iteration 20F: 3 clusters Score -2972827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2972829.000000 Penalty: 4880.039551
	Iteration 21Q: 3 clusters Score -2972829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2972823.750000 Penalty: 4880.039551
	Iteration 22Q: 3 clusters Score -2972824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2972825.500000 Penalty: 4880.039551
	Iteration 23Q: 3 clusters Score -2972826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2972824.250000 Penalty: 4880.039551
	Iteration 24Q: 3 clusters Score -2972824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2972824.250000 Penalty: 4880.039551
	Iteration 25F: 3 clusters Score -2972824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 136128 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 712 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 48510 members 
Mstep: Class 14 contains 14778 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 19 contains 21182 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116195 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19702 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 58641 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 73350 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10548 members 
Mstep: Class 34 contains 19743 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 14998 members 
Entering Unmasked Estep 
Score: -122507264.000000 Penalty: 124735.023438
Splitting cluster 7 changes total score from -122494984.000000 to -122507264.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 8 (6198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Entering Unmasked Estep 
Score: -968289.312500 Penalty: 2165.531494
	Iteration 0F: 2 clusters Score -968289.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -962978.000000 Penalty: 4331.062988
	Iteration 0F: 3 clusters Score -962978 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -964332.250000 Penalty: 4331.062988
	Iteration 1F: 3 clusters Score -964332.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -964571.250000 Penalty: 4331.062988
	Iteration 2F: 3 clusters Score -964571.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -964718.750000 Penalty: 4331.062988
	Iteration 3F: 3 clusters Score -964718.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -964841.062500 Penalty: 4331.062988
	Iteration 4Q: 3 clusters Score -964841.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -964935.875000 Penalty: 4331.062988
	Iteration 5Q: 3 clusters Score -964935.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -964995.750000 Penalty: 4331.062988
	Iteration 6Q: 3 clusters Score -964995.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -965041.937500 Penalty: 4331.062988
	Iteration 7Q: 3 clusters Score -965041.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -965096.437500 Penalty: 4331.062988
	Iteration 8Q: 3 clusters Score -965096.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -965162.312500 Penalty: 4331.062988
	Iteration 9Q: 3 clusters Score -965162.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -965240.250000 Penalty: 4331.062988
	Iteration 10Q: 3 clusters Score -965240.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -965323.312500 Penalty: 4331.062988
	Iteration 11Q: 3 clusters Score -965323.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -965411.000000 Penalty: 4331.062988
	Iteration 12Q: 3 clusters Score -965411 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -965506.250000 Penalty: 4331.062988
	Iteration 13Q: 3 clusters Score -965506.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -965605.937500 Penalty: 4331.062988
	Iteration 14Q: 3 clusters Score -965605.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -965700.062500 Penalty: 4331.062988
	Iteration 15Q: 3 clusters Score -965700.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -965787.187500 Penalty: 4331.062988
	Iteration 16Q: 3 clusters Score -965787.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -965870.312500 Penalty: 4331.062988
	Iteration 17Q: 3 clusters Score -965870.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -965949.375000 Penalty: 4331.062988
	Iteration 18Q: 3 clusters Score -965949.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -966011.062500 Penalty: 4331.062988
	Iteration 19Q: 3 clusters Score -966011.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -966067.125000 Penalty: 4331.062988
	Iteration 20F: 3 clusters Score -966067.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -966119.500000 Penalty: 4331.062988
	Iteration 21Q: 3 clusters Score -966119.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -966165.312500 Penalty: 4331.062988
	Iteration 22Q: 3 clusters Score -966165.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -966213.375000 Penalty: 4331.062988
	Iteration 23Q: 3 clusters Score -966213.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -966257.875000 Penalty: 4331.062988
	Iteration 24Q: 3 clusters Score -966257.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -966295.625000 Penalty: 4331.062988
	Iteration 25Q: 3 clusters Score -966295.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -966321.937500 Penalty: 4331.062988
	Iteration 26Q: 3 clusters Score -966321.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -966346.937500 Penalty: 4331.062988
	Iteration 27Q: 3 clusters Score -966346.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -966365.250000 Penalty: 4331.062988
	Iteration 28Q: 3 clusters Score -966365.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -966373.562500 Penalty: 4331.062988
	Iteration 29Q: 3 clusters Score -966373.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -966385.875000 Penalty: 4331.062988
	Iteration 30Q: 3 clusters Score -966385.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -966390.062500 Penalty: 4331.062988
	Iteration 31Q: 3 clusters Score -966390.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -966395.625000 Penalty: 4331.062988
	Iteration 32Q: 3 clusters Score -966395.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -966399.250000 Penalty: 4331.062988
	Iteration 33Q: 3 clusters Score -966399.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -966404.875000 Penalty: 4331.062988
	Iteration 34Q: 3 clusters Score -966404.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -966411.125000 Penalty: 4331.062988
	Iteration 35Q: 3 clusters Score -966411.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -966416.312500 Penalty: 4331.062988
	Iteration 36Q: 3 clusters Score -966416.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -966423.312500 Penalty: 4331.062988
	Iteration 37Q: 3 clusters Score -966423.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -966427.062500 Penalty: 4331.062988
	Iteration 38Q: 3 clusters Score -966427.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -966431.062500 Penalty: 4331.062988
	Iteration 39Q: 3 clusters Score -966431.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -966433.375000 Penalty: 4331.062988
	Iteration 40F: 3 clusters Score -966433.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -966435.000000 Penalty: 4331.062988
	Iteration 41Q: 3 clusters Score -966435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -966437.812500 Penalty: 4331.062988
	Iteration 42Q: 3 clusters Score -966437.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -966439.812500 Penalty: 4331.062988
	Iteration 43Q: 3 clusters Score -966439.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -966442.437500 Penalty: 4331.062988
	Iteration 44Q: 3 clusters Score -966442.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -966443.937500 Penalty: 4331.062988
	Iteration 45Q: 3 clusters Score -966443.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -966446.375000 Penalty: 4331.062988
	Iteration 46Q: 3 clusters Score -966446.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -966448.500000 Penalty: 4331.062988
	Iteration 47Q: 3 clusters Score -966448.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -966451.500000 Penalty: 4331.062988
	Iteration 48Q: 3 clusters Score -966451.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -966451.500000 Penalty: 4331.062988
	Iteration 49Q: 3 clusters Score -966451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -966451.000000 Penalty: 4331.062988
	Iteration 50Q: 3 clusters Score -966451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -966451.000000 Penalty: 4331.062988
	Iteration 51F: 3 clusters Score -966451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -102053.882812 Penalty: 1628.883301
	Iteration 0F: 2 clusters Score -102053.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100397.796875 Penalty: 3257.766602
	Iteration 0F: 3 clusters Score -100397.8 nChanged 174
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: -100727.562500 Penalty: 3257.766602
	Iteration 1F: 3 clusters Score -100727.6 nChanged 56
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: -100924.359375 Penalty: 3257.766602
	Iteration 2F: 3 clusters Score -100924.4 nChanged 48
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: -101072.882812 Penalty: 3257.766602
	Iteration 3F: 3 clusters Score -101072.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -101288.257812 Penalty: 3257.766602
	Iteration 4F: 3 clusters Score -101288.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -101595.648438 Penalty: 3257.766602
	Iteration 5Q: 3 clusters Score -101595.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -101811.718750 Penalty: 3257.766602
	Iteration 6Q: 3 clusters Score -101811.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -101857.960938 Penalty: 3257.766602
	Iteration 7Q: 3 clusters Score -101858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -101897.070312 Penalty: 3257.766602
	Iteration 8Q: 3 clusters Score -101897.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -101908.359375 Penalty: 3257.766602
	Iteration 9Q: 3 clusters Score -101908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -101922.703125 Penalty: 3257.766602
	Iteration 10Q: 3 clusters Score -101922.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -101988.195312 Penalty: 3257.766602
	Iteration 11Q: 3 clusters Score -101988.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -102091.726562 Penalty: 3257.766602
	Iteration 12Q: 3 clusters Score -102091.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -102281.664062 Penalty: 3257.766602
	Iteration 13Q: 3 clusters Score -102281.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -102355.296875 Penalty: 3257.766602
	Iteration 14Q: 3 clusters Score -102355.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -102366.460938 Penalty: 3257.766602
	Iteration 15Q: 3 clusters Score -102366.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -102384.109375 Penalty: 3257.766602
	Iteration 16Q: 3 clusters Score -102384.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -102400.734375 Penalty: 3257.766602
	Iteration 17Q: 3 clusters Score -102400.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -102400.734375 Penalty: 3257.766602
	Iteration 18F: 3 clusters Score -102400.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 136128 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 48510 members 
Mstep: Class 14 contains 14778 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 19 contains 21182 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116195 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19702 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 58641 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 73350 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10548 members 
Mstep: Class 34 contains 19743 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 14998 members 
Mstep: Class 38 contains 218 members 
Entering Unmasked Estep 
Score: -122505744.000000 Penalty: 128106.242188
Splitting cluster 9 changes total score from -122494984.000000 to -122505744.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 10 (16599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Entering Unmasked Estep 
Score: -2659840.500000 Penalty: 2409.840088
	Iteration 0F: 2 clusters Score -2659840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2647962.500000 Penalty: 4819.680176
	Iteration 0F: 3 clusters Score -2647962 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2651717.000000 Penalty: 4819.680176
	Iteration 1F: 3 clusters Score -2651717 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2652192.000000 Penalty: 4819.680176
	Iteration 2F: 3 clusters Score -2652192 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2652656.750000 Penalty: 4819.680176
	Iteration 3F: 3 clusters Score -2652657 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2653129.000000 Penalty: 4819.680176
	Iteration 4F: 3 clusters Score -2653129 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2653644.250000 Penalty: 4819.680176
	Iteration 5F: 3 clusters Score -2653644 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2654164.750000 Penalty: 4819.680176
	Iteration 6F: 3 clusters Score -2654165 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2654755.250000 Penalty: 4819.680176
	Iteration 7F: 3 clusters Score -2654755 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2655399.250000 Penalty: 4819.680176
	Iteration 8F: 3 clusters Score -2655399 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2656135.250000 Penalty: 4819.680176
	Iteration 9F: 3 clusters Score -2656135 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2656897.000000 Penalty: 4819.680176
	Iteration 10F: 3 clusters Score -2656897 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2657550.750000 Penalty: 4819.680176
	Iteration 11Q: 3 clusters Score -2657551 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2658039.250000 Penalty: 4819.680176
	Iteration 12Q: 3 clusters Score -2658039 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2658262.250000 Penalty: 4819.680176
	Iteration 13Q: 3 clusters Score -2658262 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2658402.500000 Penalty: 4819.680176
	Iteration 14Q: 3 clusters Score -2658402 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2658454.000000 Penalty: 4819.680176
	Iteration 15Q: 3 clusters Score -2658454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2658478.750000 Penalty: 4819.680176
	Iteration 16Q: 3 clusters Score -2658479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2658501.250000 Penalty: 4819.680176
	Iteration 17Q: 3 clusters Score -2658501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2658503.500000 Penalty: 4819.680176
	Iteration 18Q: 3 clusters Score -2658504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2658511.000000 Penalty: 4819.680176
	Iteration 19Q: 3 clusters Score -2658511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2658515.750000 Penalty: 4819.680176
	Iteration 20F: 3 clusters Score -2658516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2658516.250000 Penalty: 4819.680176
	Iteration 21Q: 3 clusters Score -2658516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2658519.500000 Penalty: 4819.680176
	Iteration 22Q: 3 clusters Score -2658520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2658519.500000 Penalty: 4819.680176
	Iteration 23Q: 3 clusters Score -2658520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2658522.000000 Penalty: 4819.680176
	Iteration 24Q: 3 clusters Score -2658522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2658523.750000 Penalty: 4819.680176
	Iteration 25Q: 3 clusters Score -2658524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2658526.000000 Penalty: 4819.680176
	Iteration 26Q: 3 clusters Score -2658526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2658525.750000 Penalty: 4819.680176
	Iteration 27Q: 3 clusters Score -2658526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2658526.500000 Penalty: 4819.680176
	Iteration 28Q: 3 clusters Score -2658526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2658526.500000 Penalty: 4819.680176
	Iteration 29F: 3 clusters Score -2658526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Entering Unmasked Estep 
Score: -620784.937500 Penalty: 2073.761719
	Iteration 0F: 2 clusters Score -620784.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -616770.875000 Penalty: 4147.523438
	Iteration 0F: 3 clusters Score -616770.9 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -618039.562500 Penalty: 4147.523438
	Iteration 1F: 3 clusters Score -618039.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -618450.875000 Penalty: 4147.523438
	Iteration 2F: 3 clusters Score -618450.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -618671.312500 Penalty: 4147.523438
	Iteration 3F: 3 clusters Score -618671.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -618775.687500 Penalty: 4147.523438
	Iteration 4Q: 3 clusters Score -618775.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -618839.875000 Penalty: 4147.523438
	Iteration 5Q: 3 clusters Score -618839.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -618887.437500 Penalty: 4147.523438
	Iteration 6Q: 3 clusters Score -618887.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -618930.437500 Penalty: 4147.523438
	Iteration 7Q: 3 clusters Score -618930.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -618965.625000 Penalty: 4147.523438
	Iteration 8Q: 3 clusters Score -618965.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -618996.937500 Penalty: 4147.523438
	Iteration 9Q: 3 clusters Score -618996.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -619027.125000 Penalty: 4147.523438
	Iteration 10Q: 3 clusters Score -619027.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -619058.875000 Penalty: 4147.523438
	Iteration 11Q: 3 clusters Score -619058.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -619099.062500 Penalty: 4147.523438
	Iteration 12Q: 3 clusters Score -619099.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -619146.000000 Penalty: 4147.523438
	Iteration 13Q: 3 clusters Score -619146 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -619205.062500 Penalty: 4147.523438
	Iteration 14Q: 3 clusters Score -619205.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -619292.250000 Penalty: 4147.523438
	Iteration 15Q: 3 clusters Score -619292.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -619376.312500 Penalty: 4147.523438
	Iteration 16Q: 3 clusters Score -619376.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -619474.750000 Penalty: 4147.523438
	Iteration 17Q: 3 clusters Score -619474.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -619597.250000 Penalty: 4147.523438
	Iteration 18Q: 3 clusters Score -619597.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -619819.187500 Penalty: 4147.523438
	Iteration 19Q: 3 clusters Score -619819.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -620089.000000 Penalty: 4147.523438
	Iteration 20F: 3 clusters Score -620089 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -620425.312500 Penalty: 4147.523438
	Iteration 21Q: 3 clusters Score -620425.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -620620.062500 Penalty: 4147.523438
	Iteration 22Q: 3 clusters Score -620620.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -620764.062500 Penalty: 4147.523438
	Iteration 23Q: 3 clusters Score -620764.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -620903.062500 Penalty: 4147.523438
	Iteration 24Q: 3 clusters Score -620903.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -621007.625000 Penalty: 4147.523438
	Iteration 25Q: 3 clusters Score -621007.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -621068.625000 Penalty: 4147.523438
	Iteration 26Q: 3 clusters Score -621068.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -621100.812500 Penalty: 4147.523438
	Iteration 27Q: 3 clusters Score -621100.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -621116.187500 Penalty: 4147.523438
	Iteration 28Q: 3 clusters Score -621116.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -621124.437500 Penalty: 4147.523438
	Iteration 29Q: 3 clusters Score -621124.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -621131.187500 Penalty: 4147.523438
	Iteration 30Q: 3 clusters Score -621131.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -621136.187500 Penalty: 4147.523438
	Iteration 31Q: 3 clusters Score -621136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -621138.625000 Penalty: 4147.523438
	Iteration 32Q: 3 clusters Score -621138.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -621143.062500 Penalty: 4147.523438
	Iteration 33Q: 3 clusters Score -621143.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -621145.625000 Penalty: 4147.523438
	Iteration 34Q: 3 clusters Score -621145.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -621147.937500 Penalty: 4147.523438
	Iteration 35Q: 3 clusters Score -621147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -621150.562500 Penalty: 4147.523438
	Iteration 36Q: 3 clusters Score -621150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -621154.000000 Penalty: 4147.523438
	Iteration 37Q: 3 clusters Score -621154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -621158.625000 Penalty: 4147.523438
	Iteration 38Q: 3 clusters Score -621158.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -621165.500000 Penalty: 4147.523438
	Iteration 39Q: 3 clusters Score -621165.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -621167.875000 Penalty: 4147.523438
	Iteration 40F: 3 clusters Score -621167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -621168.812500 Penalty: 4147.523438
	Iteration 41Q: 3 clusters Score -621168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -621170.125000 Penalty: 4147.523438
	Iteration 42Q: 3 clusters Score -621170.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -621171.625000 Penalty: 4147.523438
	Iteration 43Q: 3 clusters Score -621171.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -621172.250000 Penalty: 4147.523438
	Iteration 44Q: 3 clusters Score -621172.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -621172.125000 Penalty: 4147.523438
	Iteration 45Q: 3 clusters Score -621172.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -621172.125000 Penalty: 4147.523438
	Iteration 46F: 3 clusters Score -621172.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 136128 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 3804 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 48510 members 
Mstep: Class 14 contains 14778 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 19 contains 21182 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116195 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19702 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 58641 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 73350 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10548 members 
Mstep: Class 34 contains 19743 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 14998 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 477 members 
Entering Unmasked Estep 
Score: -122504880.000000 Penalty: 131477.453125
Splitting cluster 11 changes total score from -122494984.000000 to -122504880.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 12 (4533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Entering Unmasked Estep 
Score: -716517.625000 Penalty: 2087.946533
	Iteration 0F: 2 clusters Score -716517.6 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 2298 members 
Entering Unmasked Estep 
Score: -712304.625000 Penalty: 4175.893066
	Iteration 0F: 3 clusters Score -712304.6 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -713341.000000 Penalty: 4175.893066
	Iteration 1F: 3 clusters Score -713341 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -713550.000000 Penalty: 4175.893066
	Iteration 2F: 3 clusters Score -713550 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -713686.500000 Penalty: 4175.893066
	Iteration 3Q: 3 clusters Score -713686.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -713790.875000 Penalty: 4175.893066
	Iteration 4Q: 3 clusters Score -713790.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -713885.937500 Penalty: 4175.893066
	Iteration 5Q: 3 clusters Score -713885.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -713972.062500 Penalty: 4175.893066
	Iteration 6Q: 3 clusters Score -713972.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -714067.500000 Penalty: 4175.893066
	Iteration 7Q: 3 clusters Score -714067.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -714168.625000 Penalty: 4175.893066
	Iteration 8Q: 3 clusters Score -714168.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -714268.687500 Penalty: 4175.893066
	Iteration 9Q: 3 clusters Score -714268.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -714385.750000 Penalty: 4175.893066
	Iteration 10Q: 3 clusters Score -714385.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -714510.500000 Penalty: 4175.893066
	Iteration 11Q: 3 clusters Score -714510.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -714648.812500 Penalty: 4175.893066
	Iteration 12Q: 3 clusters Score -714648.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -714794.375000 Penalty: 4175.893066
	Iteration 13Q: 3 clusters Score -714794.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -714936.750000 Penalty: 4175.893066
	Iteration 14Q: 3 clusters Score -714936.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -715069.500000 Penalty: 4175.893066
	Iteration 15Q: 3 clusters Score -715069.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -715197.000000 Penalty: 4175.893066
	Iteration 16Q: 3 clusters Score -715197 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -715311.875000 Penalty: 4175.893066
	Iteration 17Q: 3 clusters Score -715311.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -715432.625000 Penalty: 4175.893066
	Iteration 18Q: 3 clusters Score -715432.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -715541.250000 Penalty: 4175.893066
	Iteration 19Q: 3 clusters Score -715541.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -715631.062500 Penalty: 4175.893066
	Iteration 20F: 3 clusters Score -715631.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -715705.312500 Penalty: 4175.893066
	Iteration 21Q: 3 clusters Score -715705.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -715769.687500 Penalty: 4175.893066
	Iteration 22Q: 3 clusters Score -715769.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -715821.312500 Penalty: 4175.893066
	Iteration 23Q: 3 clusters Score -715821.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -715871.250000 Penalty: 4175.893066
	Iteration 24Q: 3 clusters Score -715871.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -715936.875000 Penalty: 4175.893066
	Iteration 25Q: 3 clusters Score -715936.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -716000.750000 Penalty: 4175.893066
	Iteration 26Q: 3 clusters Score -716000.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -716065.000000 Penalty: 4175.893066
	Iteration 27Q: 3 clusters Score -716065 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -716114.750000 Penalty: 4175.893066
	Iteration 28Q: 3 clusters Score -716114.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -716141.062500 Penalty: 4175.893066
	Iteration 29Q: 3 clusters Score -716141.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -716160.312500 Penalty: 4175.893066
	Iteration 30Q: 3 clusters Score -716160.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -716176.937500 Penalty: 4175.893066
	Iteration 31Q: 3 clusters Score -716176.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -716194.125000 Penalty: 4175.893066
	Iteration 32Q: 3 clusters Score -716194.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -716211.000000 Penalty: 4175.893066
	Iteration 33Q: 3 clusters Score -716211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -716225.437500 Penalty: 4175.893066
	Iteration 34Q: 3 clusters Score -716225.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -716232.937500 Penalty: 4175.893066
	Iteration 35Q: 3 clusters Score -716232.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -716236.812500 Penalty: 4175.893066
	Iteration 36Q: 3 clusters Score -716236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -716239.375000 Penalty: 4175.893066
	Iteration 37Q: 3 clusters Score -716239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -716239.500000 Penalty: 4175.893066
	Iteration 38Q: 3 clusters Score -716239.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -716239.062500 Penalty: 4175.893066
	Iteration 39Q: 3 clusters Score -716239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -716238.500000 Penalty: 4175.893066
	Iteration 40F: 3 clusters Score -716238.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Entering Unmasked Estep 
Score: -7632202.000000 Penalty: 2675.802246
	Iteration 0F: 2 clusters Score -7632202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -7599542.500000 Penalty: 5351.604492
	Iteration 0F: 3 clusters Score -7599542 nChanged 22483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -7612661.500000 Penalty: 5351.604492
	Iteration 1F: 3 clusters Score -7612662 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -7614048.000000 Penalty: 5351.604492
	Iteration 2F: 3 clusters Score -7614048 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -7615776.500000 Penalty: 5351.604492
	Iteration 3F: 3 clusters Score -7615776 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -7617978.000000 Penalty: 5351.604492
	Iteration 4F: 3 clusters Score -7617978 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -7620353.000000 Penalty: 5351.604492
	Iteration 5F: 3 clusters Score -7620353 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -7622505.500000 Penalty: 5351.604492
	Iteration 6F: 3 clusters Score -7622506 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -7624144.500000 Penalty: 5351.604492
	Iteration 7F: 3 clusters Score -7624144 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -7625512.500000 Penalty: 5351.604492
	Iteration 8Q: 3 clusters Score -7625512 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -7626736.000000 Penalty: 5351.604492
	Iteration 9Q: 3 clusters Score -7626736 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -7627818.500000 Penalty: 5351.604492
	Iteration 10Q: 3 clusters Score -7627818 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -7628831.000000 Penalty: 5351.604492
	Iteration 11Q: 3 clusters Score -7628831 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -7629591.500000 Penalty: 5351.604492
	Iteration 12Q: 3 clusters Score -7629592 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -7630115.000000 Penalty: 5351.604492
	Iteration 13Q: 3 clusters Score -7630115 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -7630377.000000 Penalty: 5351.604492
	Iteration 14Q: 3 clusters Score -7630377 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -7630493.500000 Penalty: 5351.604492
	Iteration 15Q: 3 clusters Score -7630494 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -7630593.500000 Penalty: 5351.604492
	Iteration 16Q: 3 clusters Score -7630594 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -7630658.500000 Penalty: 5351.604492
	Iteration 17Q: 3 clusters Score -7630658 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -7630715.000000 Penalty: 5351.604492
	Iteration 18Q: 3 clusters Score -7630715 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -7630775.500000 Penalty: 5351.604492
	Iteration 19Q: 3 clusters Score -7630776 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -7630818.000000 Penalty: 5351.604492
	Iteration 20F: 3 clusters Score -7630818 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -7630874.000000 Penalty: 5351.604492
	Iteration 21Q: 3 clusters Score -7630874 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -7630947.000000 Penalty: 5351.604492
	Iteration 22Q: 3 clusters Score -7630947 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -7631030.500000 Penalty: 5351.604492
	Iteration 23Q: 3 clusters Score -7631030 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -7631080.000000 Penalty: 5351.604492
	Iteration 24Q: 3 clusters Score -7631080 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -7631108.000000 Penalty: 5351.604492
	Iteration 25Q: 3 clusters Score -7631108 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -7631145.000000 Penalty: 5351.604492
	Iteration 26Q: 3 clusters Score -7631145 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -7631160.000000 Penalty: 5351.604492
	Iteration 27Q: 3 clusters Score -7631160 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -7631190.500000 Penalty: 5351.604492
	Iteration 28Q: 3 clusters Score -7631190 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -7631215.000000 Penalty: 5351.604492
	Iteration 29Q: 3 clusters Score -7631215 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -7631254.500000 Penalty: 5351.604492
	Iteration 30Q: 3 clusters Score -7631254 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -7631283.000000 Penalty: 5351.604492
	Iteration 31Q: 3 clusters Score -7631283 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -7631304.500000 Penalty: 5351.604492
	Iteration 32Q: 3 clusters Score -7631304 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -7631311.500000 Penalty: 5351.604492
	Iteration 33Q: 3 clusters Score -7631312 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -7631327.000000 Penalty: 5351.604492
	Iteration 34Q: 3 clusters Score -7631327 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -7631330.000000 Penalty: 5351.604492
	Iteration 35Q: 3 clusters Score -7631330 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -7631360.000000 Penalty: 5351.604492
	Iteration 36Q: 3 clusters Score -7631360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -7631367.500000 Penalty: 5351.604492
	Iteration 37Q: 3 clusters Score -7631368 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -7631394.500000 Penalty: 5351.604492
	Iteration 38Q: 3 clusters Score -7631394 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -7631408.500000 Penalty: 5351.604492
	Iteration 39Q: 3 clusters Score -7631408 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -7631424.000000 Penalty: 5351.604492
	Iteration 40F: 3 clusters Score -7631424 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7631448.500000 Penalty: 5351.604492
	Iteration 41Q: 3 clusters Score -7631448 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7631470.500000 Penalty: 5351.604492
	Iteration 42Q: 3 clusters Score -7631470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -7631518.000000 Penalty: 5351.604492
	Iteration 43Q: 3 clusters Score -7631518 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -7631553.500000 Penalty: 5351.604492
	Iteration 44Q: 3 clusters Score -7631554 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7631576.500000 Penalty: 5351.604492
	Iteration 45Q: 3 clusters Score -7631576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -7631604.500000 Penalty: 5351.604492
	Iteration 46Q: 3 clusters Score -7631604 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -7631621.500000 Penalty: 5351.604492
	Iteration 47Q: 3 clusters Score -7631622 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -7631639.500000 Penalty: 5351.604492
	Iteration 48Q: 3 clusters Score -7631640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7631670.500000 Penalty: 5351.604492
	Iteration 49Q: 3 clusters Score -7631670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7631687.500000 Penalty: 5351.604492
	Iteration 50Q: 3 clusters Score -7631688 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7631739.000000 Penalty: 5351.604492
	Iteration 51Q: 3 clusters Score -7631739 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7631787.500000 Penalty: 5351.604492
	Iteration 52Q: 3 clusters Score -7631788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7631826.000000 Penalty: 5351.604492
	Iteration 53Q: 3 clusters Score -7631826 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7631872.500000 Penalty: 5351.604492
	Iteration 54Q: 3 clusters Score -7631872 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7631924.500000 Penalty: 5351.604492
	Iteration 55Q: 3 clusters Score -7631924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7631985.500000 Penalty: 5351.604492
	Iteration 56Q: 3 clusters Score -7631986 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -7632067.000000 Penalty: 5351.604492
	Iteration 57Q: 3 clusters Score -7632067 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -7632129.000000 Penalty: 5351.604492
	Iteration 58Q: 3 clusters Score -7632129 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -7632198.000000 Penalty: 5351.604492
	Iteration 59Q: 3 clusters Score -7632198 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7632252.000000 Penalty: 5351.604492
	Iteration 60F: 3 clusters Score -7632252 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -7632291.000000 Penalty: 5351.604492
	Iteration 61Q: 3 clusters Score -7632291 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7632319.500000 Penalty: 5351.604492
	Iteration 62Q: 3 clusters Score -7632320 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7632344.500000 Penalty: 5351.604492
	Iteration 63Q: 3 clusters Score -7632344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7632344.500000 Penalty: 5351.604492
	Iteration 64Q: 3 clusters Score -7632344 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7632356 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7632391 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7632408 nChanged 57
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Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7632430 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7632431 nChanged 48
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Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7632466 nChanged 49
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Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7632496 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46028 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7632520 nChanged 54
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Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7632530 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7632541 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7632549 nChanged 50
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Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7632553 nChanged 48
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Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7632588 nChanged 48
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Mstep: Class 1 contains 45738 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7632594 nChanged 46
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Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7632599 nChanged 40
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Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7632604 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7632621 nChanged 31
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Mstep: Class 1 contains 45595 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7632634 nChanged 38
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Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7632634 nChanged 38
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Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7632646 nChanged 43
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Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7632662 nChanged 46
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Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7632666 nChanged 34
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Mstep: Class 1 contains 45410 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7632668 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7632669 nChanged 30
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Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7632674 nChanged 28
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Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7632685 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45307 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7632688 nChanged 31
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Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7632703 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45256 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7632710 nChanged 18
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Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7632698 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45232 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7632691 nChanged 13
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Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7632691 nChanged 18
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Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7632679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7632700 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45170 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7632702 nChanged 10
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Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7632700 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7632704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -7632711.500000 Penalty: 5351.604492
	Iteration 104Q: 3 clusters Score -7632712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -7632713.000000 Penalty: 5351.604492
	Iteration 105Q: 3 clusters Score -7632713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7632713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -7632715.500000 Penalty: 5351.604492
	Iteration 107Q: 3 clusters Score -7632716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7632706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -7632718.500000 Penalty: 5351.604492
	Iteration 109Q: 3 clusters Score -7632718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -7632733.500000 Penalty: 5351.604492
	Iteration 110Q: 3 clusters Score -7632734 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45069 members 
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Entering Unmasked Estep 
Score: -7632736.500000 Penalty: 5351.604492
	Iteration 111Q: 3 clusters Score -7632736 nChanged 24
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Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -7632728.500000 Penalty: 5351.604492
	Iteration 112Q: 3 clusters Score -7632728 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7632737 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7632742 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44967 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7632756 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7632752 nChanged 19
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Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7632760 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7632756 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7632770 nChanged 11
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Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -7632775.000000 Penalty: 5351.604492
	Iteration 120F: 3 clusters Score -7632775 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7632773 nChanged 11
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Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7632778 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7632777 nChanged 10
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Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7632760 nChanged 11
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Mstep: Class 1 contains 44864 members 
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Entering Unmasked Estep 
Score: -7632771.500000 Penalty: 5351.604492
	Iteration 125Q: 3 clusters Score -7632772 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7632778 nChanged 14
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Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7632779 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44830 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7632776 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7632775 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7632771 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7632779 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -7632785.000000 Penalty: 5351.604492
	Iteration 132Q: 3 clusters Score -7632785 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -7632786.500000 Penalty: 5351.604492
	Iteration 133Q: 3 clusters Score -7632786 nChanged 13
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Mstep: Class 1 contains 44755 members 
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Entering Unmasked Estep 
Score: -7632792.500000 Penalty: 5351.604492
	Iteration 134Q: 3 clusters Score -7632792 nChanged 20
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Mstep: Class 1 contains 44735 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7632798 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -7632801.500000 Penalty: 5351.604492
	Iteration 136Q: 3 clusters Score -7632802 nChanged 18
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Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -7632793.000000 Penalty: 5351.604492
	Iteration 137Q: 3 clusters Score -7632793 nChanged 20
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Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7632800 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7632792 nChanged 8
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Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7632799 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -7632808.000000 Penalty: 5351.604492
	Iteration 141Q: 3 clusters Score -7632808 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44637 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7632810 nChanged 14
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Mstep: Class 1 contains 44627 members 
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Entering Unmasked Estep 
Score: -7632802.500000 Penalty: 5351.604492
	Iteration 143Q: 3 clusters Score -7632802 nChanged 10
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Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7632807 nChanged 9
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7632814 nChanged 10
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	Iteration 146Q: 3 clusters Score -7632810 nChanged 13
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Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7632808 nChanged 13
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Mstep: Class 1 contains 44574 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7632806 nChanged 12
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Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7632808 nChanged 16
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Mstep: Class 1 contains 44552 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7632806 nChanged 21
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Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -7632813.000000 Penalty: 5351.604492
	Iteration 151Q: 3 clusters Score -7632813 nChanged 19
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Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -7632807.500000 Penalty: 5351.604492
	Iteration 152Q: 3 clusters Score -7632808 nChanged 14
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Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -7632795.000000 Penalty: 5351.604492
	Iteration 153Q: 3 clusters Score -7632795 nChanged 13
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Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -7632797.000000 Penalty: 5351.604492
	Iteration 154Q: 3 clusters Score -7632797 nChanged 10
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Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -7632803.000000 Penalty: 5351.604492
	Iteration 155Q: 3 clusters Score -7632803 nChanged 9
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Entering Unmasked Estep 
Score: -7632802.000000 Penalty: 5351.604492
	Iteration 156Q: 3 clusters Score -7632802 nChanged 18
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Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -7632817.500000 Penalty: 5351.604492
	Iteration 157Q: 3 clusters Score -7632818 nChanged 23
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Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -7632820.500000 Penalty: 5351.604492
	Iteration 158Q: 3 clusters Score -7632820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -7632826.500000 Penalty: 5351.604492
	Iteration 159Q: 3 clusters Score -7632826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -7632829.000000 Penalty: 5351.604492
	Iteration 160F: 3 clusters Score -7632829 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -7632845.500000 Penalty: 5351.604492
	Iteration 161Q: 3 clusters Score -7632846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -7632850.000000 Penalty: 5351.604492
	Iteration 162Q: 3 clusters Score -7632850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -7632855.500000 Penalty: 5351.604492
	Iteration 163Q: 3 clusters Score -7632856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -7632856.000000 Penalty: 5351.604492
	Iteration 164Q: 3 clusters Score -7632856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -7632855.500000 Penalty: 5351.604492
	Iteration 165Q: 3 clusters Score -7632856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -7632849.000000 Penalty: 5351.604492
	Iteration 166Q: 3 clusters Score -7632849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -7632859.500000 Penalty: 5351.604492
	Iteration 167Q: 3 clusters Score -7632860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -7632856.500000 Penalty: 5351.604492
	Iteration 168Q: 3 clusters Score -7632856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -7632853.500000 Penalty: 5351.604492
	Iteration 169Q: 3 clusters Score -7632854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -7632852.000000 Penalty: 5351.604492
	Iteration 170Q: 3 clusters Score -7632852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -7632857.500000 Penalty: 5351.604492
	Iteration 171Q: 3 clusters Score -7632858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -7632855.000000 Penalty: 5351.604492
	Iteration 172Q: 3 clusters Score -7632855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -7632855.500000 Penalty: 5351.604492
	Iteration 173Q: 3 clusters Score -7632856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -7632858.000000 Penalty: 5351.604492
	Iteration 174Q: 3 clusters Score -7632858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -7632857.500000 Penalty: 5351.604492
	Iteration 175Q: 3 clusters Score -7632858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -7632861.000000 Penalty: 5351.604492
	Iteration 176Q: 3 clusters Score -7632861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -7632856.500000 Penalty: 5351.604492
	Iteration 177Q: 3 clusters Score -7632856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -7632858.500000 Penalty: 5351.604492
	Iteration 178Q: 3 clusters Score -7632858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -7632863.000000 Penalty: 5351.604492
	Iteration 179Q: 3 clusters Score -7632863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -7632862.500000 Penalty: 5351.604492
	Iteration 180F: 3 clusters Score -7632862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -7632863.500000 Penalty: 5351.604492
	Iteration 181Q: 3 clusters Score -7632864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -7632866.500000 Penalty: 5351.604492
	Iteration 182Q: 3 clusters Score -7632866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -7632867.000000 Penalty: 5351.604492
	Iteration 183Q: 3 clusters Score -7632867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -7632863.500000 Penalty: 5351.604492
	Iteration 184Q: 3 clusters Score -7632864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -7632871.000000 Penalty: 5351.604492
	Iteration 185Q: 3 clusters Score -7632871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -7632873.000000 Penalty: 5351.604492
	Iteration 186Q: 3 clusters Score -7632873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -7632873.000000 Penalty: 5351.604492
	Iteration 187F: 3 clusters Score -7632873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 136128 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 3804 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 44109 members 
Mstep: Class 14 contains 14778 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 19 contains 21182 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116195 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19702 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 58641 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 73350 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10548 members 
Mstep: Class 34 contains 19743 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 14998 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 4401 members 
Entering Unmasked Estep 
Score: -122504808.000000 Penalty: 134848.671875
Splitting cluster 13 changes total score from -122494984.000000 to -122504808.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 14 (14778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Entering Unmasked Estep 
Score: -2259789.000000 Penalty: 2381.021973
	Iteration 0F: 2 clusters Score -2259789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2249109.500000 Penalty: 4762.043945
	Iteration 0F: 3 clusters Score -2249110 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2252792.500000 Penalty: 4762.043945
	Iteration 1F: 3 clusters Score -2252792 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2254044.750000 Penalty: 4762.043945
	Iteration 2F: 3 clusters Score -2254045 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2255830.750000 Penalty: 4762.043945
	Iteration 3F: 3 clusters Score -2255831 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2258423.250000 Penalty: 4762.043945
	Iteration 4F: 3 clusters Score -2258423 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2261026.250000 Penalty: 4762.043945
	Iteration 5F: 3 clusters Score -2261026 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2262561.500000 Penalty: 4762.043945
	Iteration 6F: 3 clusters Score -2262562 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2263330.250000 Penalty: 4762.043945
	Iteration 7Q: 3 clusters Score -2263330 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2263799.500000 Penalty: 4762.043945
	Iteration 8Q: 3 clusters Score -2263800 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2264133.500000 Penalty: 4762.043945
	Iteration 9Q: 3 clusters Score -2264134 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2264351.500000 Penalty: 4762.043945
	Iteration 10Q: 3 clusters Score -2264352 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2264431.750000 Penalty: 4762.043945
	Iteration 11Q: 3 clusters Score -2264432 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2264471.500000 Penalty: 4762.043945
	Iteration 12Q: 3 clusters Score -2264472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2264477.000000 Penalty: 4762.043945
	Iteration 13Q: 3 clusters Score -2264477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2264484.750000 Penalty: 4762.043945
	Iteration 14Q: 3 clusters Score -2264485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2264480.500000 Penalty: 4762.043945
	Iteration 15Q: 3 clusters Score -2264480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2264479.750000 Penalty: 4762.043945
	Iteration 16Q: 3 clusters Score -2264480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2264479.750000 Penalty: 4762.043945
	Iteration 17F: 3 clusters Score -2264480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 136128 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 3804 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 44109 members 
Mstep: Class 14 contains 11192 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 19 contains 21182 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116195 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19702 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 58641 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 73350 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10548 members 
Mstep: Class 34 contains 19743 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 14998 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 4401 members 
Mstep: Class 41 contains 3586 members 
Entering Unmasked Estep 
Score: -122508520.000000 Penalty: 138219.890625
Splitting cluster 14 changes total score from -122494984.000000 to -122508520.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 15 (15554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Entering Unmasked Estep 
Score: -2390674.000000 Penalty: 2393.714111
	Iteration 0F: 2 clusters Score -2390674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2379524.750000 Penalty: 4787.428223
	Iteration 0F: 3 clusters Score -2379525 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2383284.750000 Penalty: 4787.428223
	Iteration 1F: 3 clusters Score -2383285 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2383832.750000 Penalty: 4787.428223
	Iteration 2F: 3 clusters Score -2383833 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2384290.000000 Penalty: 4787.428223
	Iteration 3F: 3 clusters Score -2384290 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2384753.750000 Penalty: 4787.428223
	Iteration 4F: 3 clusters Score -2384754 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2385263.250000 Penalty: 4787.428223
	Iteration 5F: 3 clusters Score -2385263 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2385742.000000 Penalty: 4787.428223
	Iteration 6F: 3 clusters Score -2385742 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2386226.250000 Penalty: 4787.428223
	Iteration 7Q: 3 clusters Score -2386226 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2386712.750000 Penalty: 4787.428223
	Iteration 8Q: 3 clusters Score -2386713 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2387257.250000 Penalty: 4787.428223
	Iteration 9Q: 3 clusters Score -2387257 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2387755.250000 Penalty: 4787.428223
	Iteration 10Q: 3 clusters Score -2387755 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2388132.500000 Penalty: 4787.428223
	Iteration 11Q: 3 clusters Score -2388132 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2388398.250000 Penalty: 4787.428223
	Iteration 12Q: 3 clusters Score -2388398 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2388569.000000 Penalty: 4787.428223
	Iteration 13Q: 3 clusters Score -2388569 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2388680.750000 Penalty: 4787.428223
	Iteration 14Q: 3 clusters Score -2388681 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2388755.750000 Penalty: 4787.428223
	Iteration 15Q: 3 clusters Score -2388756 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2388806.750000 Penalty: 4787.428223
	Iteration 16Q: 3 clusters Score -2388807 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2388859.250000 Penalty: 4787.428223
	Iteration 17Q: 3 clusters Score -2388859 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2388898.750000 Penalty: 4787.428223
	Iteration 18Q: 3 clusters Score -2388899 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2388927.500000 Penalty: 4787.428223
	Iteration 19Q: 3 clusters Score -2388928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2388948.250000 Penalty: 4787.428223
	Iteration 20F: 3 clusters Score -2388948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2388963.250000 Penalty: 4787.428223
	Iteration 21Q: 3 clusters Score -2388963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2388978.750000 Penalty: 4787.428223
	Iteration 22Q: 3 clusters Score -2388979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2388995.750000 Penalty: 4787.428223
	Iteration 23Q: 3 clusters Score -2388996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2389014.250000 Penalty: 4787.428223
	Iteration 24Q: 3 clusters Score -2389014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2389026.500000 Penalty: 4787.428223
	Iteration 25Q: 3 clusters Score -2389026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2389033.750000 Penalty: 4787.428223
	Iteration 26Q: 3 clusters Score -2389034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2389056.000000 Penalty: 4787.428223
	Iteration 27Q: 3 clusters Score -2389056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2389076.750000 Penalty: 4787.428223
	Iteration 28Q: 3 clusters Score -2389077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2389080.750000 Penalty: 4787.428223
	Iteration 29Q: 3 clusters Score -2389081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2389081.750000 Penalty: 4787.428223
	Iteration 30Q: 3 clusters Score -2389082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2389093.000000 Penalty: 4787.428223
	Iteration 31Q: 3 clusters Score -2389093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2389098.750000 Penalty: 4787.428223
	Iteration 32Q: 3 clusters Score -2389099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2389102.250000 Penalty: 4787.428223
	Iteration 33Q: 3 clusters Score -2389102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2389107.250000 Penalty: 4787.428223
	Iteration 34Q: 3 clusters Score -2389107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2389115.500000 Penalty: 4787.428223
	Iteration 35Q: 3 clusters Score -2389116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2389123.000000 Penalty: 4787.428223
	Iteration 36Q: 3 clusters Score -2389123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2389128.250000 Penalty: 4787.428223
	Iteration 37Q: 3 clusters Score -2389128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2389127.500000 Penalty: 4787.428223
	Iteration 38Q: 3 clusters Score -2389128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2389126.750000 Penalty: 4787.428223
	Iteration 39Q: 3 clusters Score -2389127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2389131.000000 Penalty: 4787.428223
	Iteration 40F: 3 clusters Score -2389131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2389138.750000 Penalty: 4787.428223
	Iteration 41Q: 3 clusters Score -2389139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2389138.250000 Penalty: 4787.428223
	Iteration 42Q: 3 clusters Score -2389138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2389143.500000 Penalty: 4787.428223
	Iteration 43Q: 3 clusters Score -2389144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2389143.000000 Penalty: 4787.428223
	Iteration 44Q: 3 clusters Score -2389143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2389143.000000 Penalty: 4787.428223
	Iteration 45Q: 3 clusters Score -2389143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2389145.500000 Penalty: 4787.428223
	Iteration 46Q: 3 clusters Score -2389146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2389145.500000 Penalty: 4787.428223
	Iteration 47Q: 3 clusters Score -2389146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2389145.500000 Penalty: 4787.428223
	Iteration 48F: 3 clusters Score -2389146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Entering Unmasked Estep 
Score: -10403809.000000 Penalty: 2750.309570
	Iteration 0F: 2 clusters Score -1.040381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -10359714.000000 Penalty: 5500.619141
	Iteration 0F: 3 clusters Score -1.035971e+07 nChanged 30549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -10376966.000000 Penalty: 5500.619141
	Iteration 1F: 3 clusters Score -1.037697e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -10377939.000000 Penalty: 5500.619141
	Iteration 2Q: 3 clusters Score -1.037794e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -10379317.000000 Penalty: 5500.619141
	Iteration 3Q: 3 clusters Score -1.037932e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -10381448.000000 Penalty: 5500.619141
	Iteration 4F: 3 clusters Score -1.038145e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -10384961.000000 Penalty: 5500.619141
	Iteration 5F: 3 clusters Score -1.038496e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -10389815.000000 Penalty: 5500.619141
	Iteration 6F: 3 clusters Score -1.038982e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -10394968.000000 Penalty: 5500.619141
	Iteration 7F: 3 clusters Score -1.039497e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 62558 members 
Entering Unmasked Estep 
Score: -10398630.000000 Penalty: 5500.619141
	Iteration 8F: 3 clusters Score -1.039863e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
Score: -10400229.000000 Penalty: 5500.619141
	Iteration 9Q: 3 clusters Score -1.040023e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 64886 members 
Entering Unmasked Estep 
Score: -10400846.000000 Penalty: 5500.619141
	Iteration 10Q: 3 clusters Score -1.040085e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -10401103.000000 Penalty: 5500.619141
	Iteration 11Q: 3 clusters Score -1.04011e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 65162 members 
Entering Unmasked Estep 
Score: -10401191.000000 Penalty: 5500.619141
	Iteration 12Q: 3 clusters Score -1.040119e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -10401256.000000 Penalty: 5500.619141
	Iteration 13Q: 3 clusters Score -1.040126e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 65223 members 
Entering Unmasked Estep 
Score: -10401306.000000 Penalty: 5500.619141
	Iteration 14Q: 3 clusters Score -1.040131e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -10401316.000000 Penalty: 5500.619141
	Iteration 15Q: 3 clusters Score -1.040132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 65245 members 
Entering Unmasked Estep 
Score: -10401338.000000 Penalty: 5500.619141
	Iteration 16Q: 3 clusters Score -1.040134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 65248 members 
Entering Unmasked Estep 
Score: -10401339.000000 Penalty: 5500.619141
	Iteration 17Q: 3 clusters Score -1.040134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 65252 members 
Entering Unmasked Estep 
Score: -10401340.000000 Penalty: 5500.619141
	Iteration 18Q: 3 clusters Score -1.040134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -10401348.000000 Penalty: 5500.619141
	Iteration 19Q: 3 clusters Score -1.040135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 65259 members 
Entering Unmasked Estep 
Score: -10401353.000000 Penalty: 5500.619141
	Iteration 20F: 3 clusters Score -1.040135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -10401362.000000 Penalty: 5500.619141
	Iteration 21Q: 3 clusters Score -1.040136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 65263 members 
Entering Unmasked Estep 
Score: -10401374.000000 Penalty: 5500.619141
	Iteration 22Q: 3 clusters Score -1.040137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 65263 members 
Entering Unmasked Estep 
Score: -10401379.000000 Penalty: 5500.619141
	Iteration 23Q: 3 clusters Score -1.040138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -10401382.000000 Penalty: 5500.619141
	Iteration 24Q: 3 clusters Score -1.040138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 65269 members 
Entering Unmasked Estep 
Score: -10401388.000000 Penalty: 5500.619141
	Iteration 25Q: 3 clusters Score -1.040139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -10401383.000000 Penalty: 5500.619141
	Iteration 26Q: 3 clusters Score -1.040138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 65272 members 
Entering Unmasked Estep 
Score: -10401387.000000 Penalty: 5500.619141
	Iteration 27Q: 3 clusters Score -1.040139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -10401391.000000 Penalty: 5500.619141
	Iteration 28Q: 3 clusters Score -1.040139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -10401391.000000 Penalty: 5500.619141
	Iteration 29F: 3 clusters Score -1.040139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Entering Unmasked Estep 
Score: -754665.937500 Penalty: 2111.170166
	Iteration 0F: 2 clusters Score -754665.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -750199.250000 Penalty: 4222.340332
	Iteration 0F: 3 clusters Score -750199.2 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -751484.187500 Penalty: 4222.340332
	Iteration 1F: 3 clusters Score -751484.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -751819.812500 Penalty: 4222.340332
	Iteration 2F: 3 clusters Score -751819.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -752049.375000 Penalty: 4222.340332
	Iteration 3F: 3 clusters Score -752049.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -752203.562500 Penalty: 4222.340332
	Iteration 4Q: 3 clusters Score -752203.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -752332.187500 Penalty: 4222.340332
	Iteration 5Q: 3 clusters Score -752332.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -752412.375000 Penalty: 4222.340332
	Iteration 6Q: 3 clusters Score -752412.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -752471.187500 Penalty: 4222.340332
	Iteration 7Q: 3 clusters Score -752471.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -752527.187500 Penalty: 4222.340332
	Iteration 8Q: 3 clusters Score -752527.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -752567.062500 Penalty: 4222.340332
	Iteration 9Q: 3 clusters Score -752567.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -752593.562500 Penalty: 4222.340332
	Iteration 10Q: 3 clusters Score -752593.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -752620.812500 Penalty: 4222.340332
	Iteration 11Q: 3 clusters Score -752620.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -752637.437500 Penalty: 4222.340332
	Iteration 12Q: 3 clusters Score -752637.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -752651.812500 Penalty: 4222.340332
	Iteration 13Q: 3 clusters Score -752651.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -752661.000000 Penalty: 4222.340332
	Iteration 14Q: 3 clusters Score -752661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -752664.750000 Penalty: 4222.340332
	Iteration 15Q: 3 clusters Score -752664.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -752672.437500 Penalty: 4222.340332
	Iteration 16Q: 3 clusters Score -752672.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -752682.937500 Penalty: 4222.340332
	Iteration 17Q: 3 clusters Score -752682.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -752693.500000 Penalty: 4222.340332
	Iteration 18Q: 3 clusters Score -752693.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -752705.375000 Penalty: 4222.340332
	Iteration 19Q: 3 clusters Score -752705.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -752719.500000 Penalty: 4222.340332
	Iteration 20F: 3 clusters Score -752719.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -752727.250000 Penalty: 4222.340332
	Iteration 21Q: 3 clusters Score -752727.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -752738.187500 Penalty: 4222.340332
	Iteration 22Q: 3 clusters Score -752738.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -752743.437500 Penalty: 4222.340332
	Iteration 23Q: 3 clusters Score -752743.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -752754.312500 Penalty: 4222.340332
	Iteration 24Q: 3 clusters Score -752754.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -752763.000000 Penalty: 4222.340332
	Iteration 25Q: 3 clusters Score -752763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -752770.750000 Penalty: 4222.340332
	Iteration 26Q: 3 clusters Score -752770.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -752777.750000 Penalty: 4222.340332
	Iteration 27Q: 3 clusters Score -752777.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -752780.625000 Penalty: 4222.340332
	Iteration 28Q: 3 clusters Score -752780.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -752785.125000 Penalty: 4222.340332
	Iteration 29Q: 3 clusters Score -752785.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -752789.125000 Penalty: 4222.340332
	Iteration 30Q: 3 clusters Score -752789.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -752792.937500 Penalty: 4222.340332
	Iteration 31Q: 3 clusters Score -752792.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -752798.187500 Penalty: 4222.340332
	Iteration 32Q: 3 clusters Score -752798.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -752801.750000 Penalty: 4222.340332
	Iteration 33Q: 3 clusters Score -752801.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -752804.187500 Penalty: 4222.340332
	Iteration 34Q: 3 clusters Score -752804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -752804.250000 Penalty: 4222.340332
	Iteration 35Q: 3 clusters Score -752804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -752805.000000 Penalty: 4222.340332
	Iteration 36Q: 3 clusters Score -752805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -752807.312500 Penalty: 4222.340332
	Iteration 37Q: 3 clusters Score -752807.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -752806.750000 Penalty: 4222.340332
	Iteration 38Q: 3 clusters Score -752806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -752808.750000 Penalty: 4222.340332
	Iteration 39Q: 3 clusters Score -752808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -752809.062500 Penalty: 4222.340332
	Iteration 40F: 3 clusters Score -752809.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -752810.187500 Penalty: 4222.340332
	Iteration 41Q: 3 clusters Score -752810.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -752810.187500 Penalty: 4222.340332
	Iteration 42F: 3 clusters Score -752810.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Entering Unmasked Estep 
Score: -1322680.000000 Penalty: 2239.057617
	Iteration 0F: 2 clusters Score -1322680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1316091.750000 Penalty: 4478.115234
	Iteration 0F: 3 clusters Score -1316092 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1318021.875000 Penalty: 4478.115234
	Iteration 1F: 3 clusters Score -1318022 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1318501.250000 Penalty: 4478.115234
	Iteration 2F: 3 clusters Score -1318501 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1318965.250000 Penalty: 4478.115234
	Iteration 3F: 3 clusters Score -1318965 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1319390.625000 Penalty: 4478.115234
	Iteration 4F: 3 clusters Score -1319391 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1319784.875000 Penalty: 4478.115234
	Iteration 5F: 3 clusters Score -1319785 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1320168.500000 Penalty: 4478.115234
	Iteration 6F: 3 clusters Score -1320168 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1320563.500000 Penalty: 4478.115234
	Iteration 7F: 3 clusters Score -1320564 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1320951.000000 Penalty: 4478.115234
	Iteration 8Q: 3 clusters Score -1320951 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1321276.125000 Penalty: 4478.115234
	Iteration 9Q: 3 clusters Score -1321276 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1321534.375000 Penalty: 4478.115234
	Iteration 10Q: 3 clusters Score -1321534 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1321769.500000 Penalty: 4478.115234
	Iteration 11Q: 3 clusters Score -1321770 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1322013.500000 Penalty: 4478.115234
	Iteration 12Q: 3 clusters Score -1322014 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1322178.750000 Penalty: 4478.115234
	Iteration 13Q: 3 clusters Score -1322179 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1322257.000000 Penalty: 4478.115234
	Iteration 14Q: 3 clusters Score -1322257 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1322294.875000 Penalty: 4478.115234
	Iteration 15Q: 3 clusters Score -1322295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1322320.125000 Penalty: 4478.115234
	Iteration 16Q: 3 clusters Score -1322320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1322333.125000 Penalty: 4478.115234
	Iteration 17Q: 3 clusters Score -1322333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1322353.250000 Penalty: 4478.115234
	Iteration 18Q: 3 clusters Score -1322353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1322366.000000 Penalty: 4478.115234
	Iteration 19Q: 3 clusters Score -1322366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1322375.125000 Penalty: 4478.115234
	Iteration 20F: 3 clusters Score -1322375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1322384.000000 Penalty: 4478.115234
	Iteration 21Q: 3 clusters Score -1322384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1322398.000000 Penalty: 4478.115234
	Iteration 22Q: 3 clusters Score -1322398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1322404.250000 Penalty: 4478.115234
	Iteration 23Q: 3 clusters Score -1322404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1322411.125000 Penalty: 4478.115234
	Iteration 24Q: 3 clusters Score -1322411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1322418.750000 Penalty: 4478.115234
	Iteration 25Q: 3 clusters Score -1322419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1322422.750000 Penalty: 4478.115234
	Iteration 26Q: 3 clusters Score -1322423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1322425.750000 Penalty: 4478.115234
	Iteration 27Q: 3 clusters Score -1322426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1322428.375000 Penalty: 4478.115234
	Iteration 28Q: 3 clusters Score -1322428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1322431.875000 Penalty: 4478.115234
	Iteration 29Q: 3 clusters Score -1322432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1322435.250000 Penalty: 4478.115234
	Iteration 30Q: 3 clusters Score -1322435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1322440.625000 Penalty: 4478.115234
	Iteration 31Q: 3 clusters Score -1322441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1322445.750000 Penalty: 4478.115234
	Iteration 32Q: 3 clusters Score -1322446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1322445.625000 Penalty: 4478.115234
	Iteration 33Q: 3 clusters Score -1322446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1322445.250000 Penalty: 4478.115234
	Iteration 34Q: 3 clusters Score -1322445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1322445.500000 Penalty: 4478.115234
	Iteration 35Q: 3 clusters Score -1322446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1322447.750000 Penalty: 4478.115234
	Iteration 36Q: 3 clusters Score -1322448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1322447.875000 Penalty: 4478.115234
	Iteration 37Q: 3 clusters Score -1322448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1322447.875000 Penalty: 4478.115234
	Iteration 38F: 3 clusters Score -1322448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Entering Unmasked Estep 
Score: -3118234.000000 Penalty: 2470.304932
	Iteration 0F: 2 clusters Score -3118234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3103525.750000 Penalty: 4940.609863
	Iteration 0F: 3 clusters Score -3103526 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -3109302.750000 Penalty: 4940.609863
	Iteration 1F: 3 clusters Score -3109303 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3110409.750000 Penalty: 4940.609863
	Iteration 2F: 3 clusters Score -3110410 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3111448.000000 Penalty: 4940.609863
	Iteration 3F: 3 clusters Score -3111448 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -3112416.250000 Penalty: 4940.609863
	Iteration 4F: 3 clusters Score -3112416 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3113322.250000 Penalty: 4940.609863
	Iteration 5F: 3 clusters Score -3113322 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -3114191.000000 Penalty: 4940.609863
	Iteration 6F: 3 clusters Score -3114191 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -3114797.000000 Penalty: 4940.609863
	Iteration 7Q: 3 clusters Score -3114797 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -3115217.000000 Penalty: 4940.609863
	Iteration 8Q: 3 clusters Score -3115217 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3115442.500000 Penalty: 4940.609863
	Iteration 9Q: 3 clusters Score -3115442 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3115597.250000 Penalty: 4940.609863
	Iteration 10Q: 3 clusters Score -3115597 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3115713.500000 Penalty: 4940.609863
	Iteration 11Q: 3 clusters Score -3115714 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3115801.000000 Penalty: 4940.609863
	Iteration 12Q: 3 clusters Score -3115801 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -3115865.750000 Penalty: 4940.609863
	Iteration 13Q: 3 clusters Score -3115866 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -3115945.250000 Penalty: 4940.609863
	Iteration 14Q: 3 clusters Score -3115945 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -3116012.750000 Penalty: 4940.609863
	Iteration 15Q: 3 clusters Score -3116013 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3116125.500000 Penalty: 4940.609863
	Iteration 16Q: 3 clusters Score -3116126 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3116200.250000 Penalty: 4940.609863
	Iteration 17Q: 3 clusters Score -3116200 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3116266.000000 Penalty: 4940.609863
	Iteration 18Q: 3 clusters Score -3116266 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -3116336.750000 Penalty: 4940.609863
	Iteration 19Q: 3 clusters Score -3116337 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -3116394.500000 Penalty: 4940.609863
	Iteration 20F: 3 clusters Score -3116394 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -3116439.000000 Penalty: 4940.609863
	Iteration 21Q: 3 clusters Score -3116439 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3116482.750000 Penalty: 4940.609863
	Iteration 22Q: 3 clusters Score -3116483 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3116543.250000 Penalty: 4940.609863
	Iteration 23Q: 3 clusters Score -3116543 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -3116594.000000 Penalty: 4940.609863
	Iteration 24Q: 3 clusters Score -3116594 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -3116642.250000 Penalty: 4940.609863
	Iteration 25Q: 3 clusters Score -3116642 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -3116689.000000 Penalty: 4940.609863
	Iteration 26Q: 3 clusters Score -3116689 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3116738.000000 Penalty: 4940.609863
	Iteration 27Q: 3 clusters Score -3116738 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -3116785.000000 Penalty: 4940.609863
	Iteration 28Q: 3 clusters Score -3116785 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -3116819.500000 Penalty: 4940.609863
	Iteration 29Q: 3 clusters Score -3116820 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -3116854.500000 Penalty: 4940.609863
	Iteration 30Q: 3 clusters Score -3116854 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3116874.000000 Penalty: 4940.609863
	Iteration 31Q: 3 clusters Score -3116874 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -3116901.750000 Penalty: 4940.609863
	Iteration 32Q: 3 clusters Score -3116902 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -3116946.500000 Penalty: 4940.609863
	Iteration 33Q: 3 clusters Score -3116946 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3116984.250000 Penalty: 4940.609863
	Iteration 34Q: 3 clusters Score -3116984 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3117004.500000 Penalty: 4940.609863
	Iteration 35Q: 3 clusters Score -3117004 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -3117013.250000 Penalty: 4940.609863
	Iteration 36Q: 3 clusters Score -3117013 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -3117043.750000 Penalty: 4940.609863
	Iteration 37Q: 3 clusters Score -3117044 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -3117076.000000 Penalty: 4940.609863
	Iteration 38Q: 3 clusters Score -3117076 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -3117101.750000 Penalty: 4940.609863
	Iteration 39Q: 3 clusters Score -3117102 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3117131.000000 Penalty: 4940.609863
	Iteration 40F: 3 clusters Score -3117131 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3117158.000000 Penalty: 4940.609863
	Iteration 41Q: 3 clusters Score -3117158 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3117185.000000 Penalty: 4940.609863
	Iteration 42Q: 3 clusters Score -3117185 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -3117192.000000 Penalty: 4940.609863
	Iteration 43Q: 3 clusters Score -3117192 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3117246.250000 Penalty: 4940.609863
	Iteration 44Q: 3 clusters Score -3117246 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -3117260.500000 Penalty: 4940.609863
	Iteration 45Q: 3 clusters Score -3117260 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -3117290.250000 Penalty: 4940.609863
	Iteration 46Q: 3 clusters Score -3117290 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3117316.500000 Penalty: 4940.609863
	Iteration 47Q: 3 clusters Score -3117316 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3117332.250000 Penalty: 4940.609863
	Iteration 48Q: 3 clusters Score -3117332 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -3117356.000000 Penalty: 4940.609863
	Iteration 49Q: 3 clusters Score -3117356 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3117378.250000 Penalty: 4940.609863
	Iteration 50Q: 3 clusters Score -3117378 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3117396.500000 Penalty: 4940.609863
	Iteration 51Q: 3 clusters Score -3117396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3117411.500000 Penalty: 4940.609863
	Iteration 52Q: 3 clusters Score -3117412 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -3117421.750000 Penalty: 4940.609863
	Iteration 53Q: 3 clusters Score -3117422 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3117427.250000 Penalty: 4940.609863
	Iteration 54Q: 3 clusters Score -3117427 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3117443.000000 Penalty: 4940.609863
	Iteration 55Q: 3 clusters Score -3117443 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3117465.750000 Penalty: 4940.609863
	Iteration 56Q: 3 clusters Score -3117466 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -3117460.500000 Penalty: 4940.609863
	Iteration 57Q: 3 clusters Score -3117460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3117472.500000 Penalty: 4940.609863
	Iteration 58Q: 3 clusters Score -3117472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -3117471.250000 Penalty: 4940.609863
	Iteration 59Q: 3 clusters Score -3117471 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3117488.000000 Penalty: 4940.609863
	Iteration 60F: 3 clusters Score -3117488 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3117494.500000 Penalty: 4940.609863
	Iteration 61Q: 3 clusters Score -3117494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3117507.250000 Penalty: 4940.609863
	Iteration 62Q: 3 clusters Score -3117507 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3117526.500000 Penalty: 4940.609863
	Iteration 63Q: 3 clusters Score -3117526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3117536.750000 Penalty: 4940.609863
	Iteration 64Q: 3 clusters Score -3117537 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3117544.250000 Penalty: 4940.609863
	Iteration 65Q: 3 clusters Score -3117544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3117555.500000 Penalty: 4940.609863
	Iteration 66Q: 3 clusters Score -3117556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -3117566.750000 Penalty: 4940.609863
	Iteration 67Q: 3 clusters Score -3117567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3117572.000000 Penalty: 4940.609863
	Iteration 68Q: 3 clusters Score -3117572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -3117582.750000 Penalty: 4940.609863
	Iteration 69Q: 3 clusters Score -3117583 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3117586.250000 Penalty: 4940.609863
	Iteration 70Q: 3 clusters Score -3117586 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3117598.250000 Penalty: 4940.609863
	Iteration 71Q: 3 clusters Score -3117598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -3117613.500000 Penalty: 4940.609863
	Iteration 72Q: 3 clusters Score -3117614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3117621.250000 Penalty: 4940.609863
	Iteration 73Q: 3 clusters Score -3117621 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -3117636.750000 Penalty: 4940.609863
	Iteration 74Q: 3 clusters Score -3117637 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3117642.000000 Penalty: 4940.609863
	Iteration 75Q: 3 clusters Score -3117642 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3117666.250000 Penalty: 4940.609863
	Iteration 76Q: 3 clusters Score -3117666 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3117690.750000 Penalty: 4940.609863
	Iteration 77Q: 3 clusters Score -3117691 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3117715.750000 Penalty: 4940.609863
	Iteration 78Q: 3 clusters Score -3117716 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -3117736.500000 Penalty: 4940.609863
	Iteration 79Q: 3 clusters Score -3117736 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3117762.250000 Penalty: 4940.609863
	Iteration 80F: 3 clusters Score -3117762 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3117787.000000 Penalty: 4940.609863
	Iteration 81Q: 3 clusters Score -3117787 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3117815.250000 Penalty: 4940.609863
	Iteration 82Q: 3 clusters Score -3117815 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3117847.250000 Penalty: 4940.609863
	Iteration 83Q: 3 clusters Score -3117847 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3117877.750000 Penalty: 4940.609863
	Iteration 84Q: 3 clusters Score -3117878 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3117908.250000 Penalty: 4940.609863
	Iteration 85Q: 3 clusters Score -3117908 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3117936.750000 Penalty: 4940.609863
	Iteration 86Q: 3 clusters Score -3117937 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3117935.000000 Penalty: 4940.609863
	Iteration 87Q: 3 clusters Score -3117935 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3117976.000000 Penalty: 4940.609863
	Iteration 88Q: 3 clusters Score -3117976 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3117991.250000 Penalty: 4940.609863
	Iteration 89Q: 3 clusters Score -3117991 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3118027.250000 Penalty: 4940.609863
	Iteration 90Q: 3 clusters Score -3118027 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3118057.750000 Penalty: 4940.609863
	Iteration 91Q: 3 clusters Score -3118058 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3118100.750000 Penalty: 4940.609863
	Iteration 92Q: 3 clusters Score -3118101 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3118118.250000 Penalty: 4940.609863
	Iteration 93Q: 3 clusters Score -3118118 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3118146.750000 Penalty: 4940.609863
	Iteration 94Q: 3 clusters Score -3118147 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3118176.500000 Penalty: 4940.609863
	Iteration 95Q: 3 clusters Score -3118176 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3118201.500000 Penalty: 4940.609863
	Iteration 96Q: 3 clusters Score -3118202 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3118223.750000 Penalty: 4940.609863
	Iteration 97Q: 3 clusters Score -3118224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3118244.000000 Penalty: 4940.609863
	Iteration 98Q: 3 clusters Score -3118244 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3118284.000000 Penalty: 4940.609863
	Iteration 99Q: 3 clusters Score -3118284 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3118317.000000 Penalty: 4940.609863
	Iteration 100F: 3 clusters Score -3118317 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3118359.000000 Penalty: 4940.609863
	Iteration 101Q: 3 clusters Score -3118359 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3118417.750000 Penalty: 4940.609863
	Iteration 102Q: 3 clusters Score -3118418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3118490.250000 Penalty: 4940.609863
	Iteration 103Q: 3 clusters Score -3118490 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3118541.750000 Penalty: 4940.609863
	Iteration 104Q: 3 clusters Score -3118542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3118574.500000 Penalty: 4940.609863
	Iteration 105Q: 3 clusters Score -3118574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3118597.250000 Penalty: 4940.609863
	Iteration 106Q: 3 clusters Score -3118597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3118596.750000 Penalty: 4940.609863
	Iteration 107Q: 3 clusters Score -3118597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3118610.750000 Penalty: 4940.609863
	Iteration 108Q: 3 clusters Score -3118611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3118610.750000 Penalty: 4940.609863
	Iteration 109Q: 3 clusters Score -3118611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3118614.000000 Penalty: 4940.609863
	Iteration 110Q: 3 clusters Score -3118614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3118614.250000 Penalty: 4940.609863
	Iteration 111Q: 3 clusters Score -3118614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3118616.750000 Penalty: 4940.609863
	Iteration 112Q: 3 clusters Score -3118617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3118616.000000 Penalty: 4940.609863
	Iteration 113Q: 3 clusters Score -3118616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3118614.750000 Penalty: 4940.609863
	Iteration 114Q: 3 clusters Score -3118615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3118614.750000 Penalty: 4940.609863
	Iteration 115F: 3 clusters Score -3118615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 136128 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 3804 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 44109 members 
Mstep: Class 14 contains 11192 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 19 contains 19453 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116195 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19702 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 58641 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 73350 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10548 members 
Mstep: Class 34 contains 19743 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 14998 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 4401 members 
Mstep: Class 41 contains 3586 members 
Mstep: Class 42 contains 1729 members 
Entering Unmasked Estep 
Score: -122507632.000000 Penalty: 141591.109375
Splitting cluster 19 changes total score from -122494984.000000 to -122507632.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 20 (6594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Entering Unmasked Estep 
Score: -897351.500000 Penalty: 2180.891113
	Iteration 0F: 2 clusters Score -897351.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -891916.125000 Penalty: 4361.782227
	Iteration 0F: 3 clusters Score -891916.1 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -894321.562500 Penalty: 4361.782227
	Iteration 1F: 3 clusters Score -894321.6 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -895562.125000 Penalty: 4361.782227
	Iteration 2F: 3 clusters Score -895562.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -896310.437500 Penalty: 4361.782227
	Iteration 3F: 3 clusters Score -896310.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -896720.812500 Penalty: 4361.782227
	Iteration 4F: 3 clusters Score -896720.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -896953.250000 Penalty: 4361.782227
	Iteration 5Q: 3 clusters Score -896953.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -897084.812500 Penalty: 4361.782227
	Iteration 6Q: 3 clusters Score -897084.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -897173.000000 Penalty: 4361.782227
	Iteration 7Q: 3 clusters Score -897173 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -897254.187500 Penalty: 4361.782227
	Iteration 8Q: 3 clusters Score -897254.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -897300.062500 Penalty: 4361.782227
	Iteration 9Q: 3 clusters Score -897300.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -897336.937500 Penalty: 4361.782227
	Iteration 10Q: 3 clusters Score -897336.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -897362.187500 Penalty: 4361.782227
	Iteration 11Q: 3 clusters Score -897362.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -897381.125000 Penalty: 4361.782227
	Iteration 12Q: 3 clusters Score -897381.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -897394.062500 Penalty: 4361.782227
	Iteration 13Q: 3 clusters Score -897394.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -897407.687500 Penalty: 4361.782227
	Iteration 14Q: 3 clusters Score -897407.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -897426.437500 Penalty: 4361.782227
	Iteration 15Q: 3 clusters Score -897426.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -897446.250000 Penalty: 4361.782227
	Iteration 16Q: 3 clusters Score -897446.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -897474.125000 Penalty: 4361.782227
	Iteration 17Q: 3 clusters Score -897474.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -897507.750000 Penalty: 4361.782227
	Iteration 18Q: 3 clusters Score -897507.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -897563.312500 Penalty: 4361.782227
	Iteration 19Q: 3 clusters Score -897563.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -897645.062500 Penalty: 4361.782227
	Iteration 20F: 3 clusters Score -897645.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -897753.187500 Penalty: 4361.782227
	Iteration 21Q: 3 clusters Score -897753.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -897904.937500 Penalty: 4361.782227
	Iteration 22Q: 3 clusters Score -897904.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -898037.375000 Penalty: 4361.782227
	Iteration 23Q: 3 clusters Score -898037.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -898120.250000 Penalty: 4361.782227
	Iteration 24Q: 3 clusters Score -898120.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -898165.000000 Penalty: 4361.782227
	Iteration 25Q: 3 clusters Score -898165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -898177.062500 Penalty: 4361.782227
	Iteration 26Q: 3 clusters Score -898177.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -898185.250000 Penalty: 4361.782227
	Iteration 27Q: 3 clusters Score -898185.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -898193.375000 Penalty: 4361.782227
	Iteration 28Q: 3 clusters Score -898193.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -898201.562500 Penalty: 4361.782227
	Iteration 29Q: 3 clusters Score -898201.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -898208.875000 Penalty: 4361.782227
	Iteration 30Q: 3 clusters Score -898208.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -898209.500000 Penalty: 4361.782227
	Iteration 31Q: 3 clusters Score -898209.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -898213.875000 Penalty: 4361.782227
	Iteration 32Q: 3 clusters Score -898213.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -898217.000000 Penalty: 4361.782227
	Iteration 33Q: 3 clusters Score -898217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -898217.437500 Penalty: 4361.782227
	Iteration 34Q: 3 clusters Score -898217.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -898221.125000 Penalty: 4361.782227
	Iteration 35Q: 3 clusters Score -898221.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -898222.875000 Penalty: 4361.782227
	Iteration 36Q: 3 clusters Score -898222.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -898224.375000 Penalty: 4361.782227
	Iteration 37Q: 3 clusters Score -898224.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -898223.625000 Penalty: 4361.782227
	Iteration 38Q: 3 clusters Score -898223.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -898221.875000 Penalty: 4361.782227
	Iteration 39Q: 3 clusters Score -898221.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -898224.500000 Penalty: 4361.782227
	Iteration 40F: 3 clusters Score -898224.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -898226.250000 Penalty: 4361.782227
	Iteration 41Q: 3 clusters Score -898226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -898226.750000 Penalty: 4361.782227
	Iteration 42Q: 3 clusters Score -898226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -898227.000000 Penalty: 4361.782227
	Iteration 43Q: 3 clusters Score -898227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -898227.000000 Penalty: 4361.782227
	Iteration 44Q: 3 clusters Score -898227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -898228.062500 Penalty: 4361.782227
	Iteration 45Q: 3 clusters Score -898228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -898230.000000 Penalty: 4361.782227
	Iteration 46Q: 3 clusters Score -898230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -898229.062500 Penalty: 4361.782227
	Iteration 47Q: 3 clusters Score -898229.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -898229.062500 Penalty: 4361.782227
	Iteration 48F: 3 clusters Score -898229.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 136128 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 3804 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 44109 members 
Mstep: Class 14 contains 11192 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 19 contains 19453 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116195 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 591 members 
Mstep: Class 25 contains 19702 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 58641 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 73350 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10548 members 
Mstep: Class 34 contains 19743 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 14998 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 4401 members 
Mstep: Class 41 contains 3586 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 3537 members 
Entering Unmasked Estep 
Score: -122507496.000000 Penalty: 144962.328125
Splitting cluster 20 changes total score from -122494984.000000 to -122507496.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 21 (6852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Entering Unmasked Estep 
Score: -1081906.250000 Penalty: 2190.409180
	Iteration 0F: 2 clusters Score -1081906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1076279.375000 Penalty: 4380.818359
	Iteration 0F: 3 clusters Score -1076279 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1077749.125000 Penalty: 4380.818359
	Iteration 1F: 3 clusters Score -1077749 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1077977.375000 Penalty: 4380.818359
	Iteration 2F: 3 clusters Score -1077977 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1078101.375000 Penalty: 4380.818359
	Iteration 3Q: 3 clusters Score -1078101 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1078202.875000 Penalty: 4380.818359
	Iteration 4Q: 3 clusters Score -1078203 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1078291.500000 Penalty: 4380.818359
	Iteration 5Q: 3 clusters Score -1078292 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1078358.875000 Penalty: 4380.818359
	Iteration 6Q: 3 clusters Score -1078359 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1078428.625000 Penalty: 4380.818359
	Iteration 7Q: 3 clusters Score -1078429 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1078500.875000 Penalty: 4380.818359
	Iteration 8Q: 3 clusters Score -1078501 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1078583.500000 Penalty: 4380.818359
	Iteration 9Q: 3 clusters Score -1078584 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1078664.375000 Penalty: 4380.818359
	Iteration 10Q: 3 clusters Score -1078664 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1078777.125000 Penalty: 4380.818359
	Iteration 11Q: 3 clusters Score -1078777 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1078899.250000 Penalty: 4380.818359
	Iteration 12Q: 3 clusters Score -1078899 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1079038.000000 Penalty: 4380.818359
	Iteration 13Q: 3 clusters Score -1079038 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1079165.875000 Penalty: 4380.818359
	Iteration 14Q: 3 clusters Score -1079166 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1079288.000000 Penalty: 4380.818359
	Iteration 15Q: 3 clusters Score -1079288 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1079403.500000 Penalty: 4380.818359
	Iteration 16Q: 3 clusters Score -1079404 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1079521.500000 Penalty: 4380.818359
	Iteration 17Q: 3 clusters Score -1079522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1079620.750000 Penalty: 4380.818359
	Iteration 18Q: 3 clusters Score -1079621 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1079693.000000 Penalty: 4380.818359
	Iteration 19Q: 3 clusters Score -1079693 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1079758.000000 Penalty: 4380.818359
	Iteration 20F: 3 clusters Score -1079758 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1079801.500000 Penalty: 4380.818359
	Iteration 21Q: 3 clusters Score -1079802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1079841.125000 Penalty: 4380.818359
	Iteration 22Q: 3 clusters Score -1079841 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1079882.750000 Penalty: 4380.818359
	Iteration 23Q: 3 clusters Score -1079883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1079917.625000 Penalty: 4380.818359
	Iteration 24Q: 3 clusters Score -1079918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1079939.875000 Penalty: 4380.818359
	Iteration 25Q: 3 clusters Score -1079940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1079958.750000 Penalty: 4380.818359
	Iteration 26Q: 3 clusters Score -1079959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1079974.375000 Penalty: 4380.818359
	Iteration 27Q: 3 clusters Score -1079974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1079989.625000 Penalty: 4380.818359
	Iteration 28Q: 3 clusters Score -1079990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1079999.875000 Penalty: 4380.818359
	Iteration 29Q: 3 clusters Score -1080000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1080008.250000 Penalty: 4380.818359
	Iteration 30Q: 3 clusters Score -1080008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1080013.375000 Penalty: 4380.818359
	Iteration 31Q: 3 clusters Score -1080013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1080016.875000 Penalty: 4380.818359
	Iteration 32Q: 3 clusters Score -1080017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1080026.625000 Penalty: 4380.818359
	Iteration 33Q: 3 clusters Score -1080027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1080031.000000 Penalty: 4380.818359
	Iteration 34Q: 3 clusters Score -1080031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1080033.875000 Penalty: 4380.818359
	Iteration 35Q: 3 clusters Score -1080034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1080035.500000 Penalty: 4380.818359
	Iteration 36Q: 3 clusters Score -1080036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1080035.500000 Penalty: 4380.818359
	Iteration 37F: 3 clusters Score -1080036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (116195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116195 members 
Entering Unmasked Estep 
Score: -18652506.000000 Penalty: 2892.430176
	Iteration 0F: 2 clusters Score -1.865251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 58182 members 
Entering Unmasked Estep 
Score: -18587082.000000 Penalty: 5784.860352
	Iteration 0F: 3 clusters Score -1.858708e+07 nChanged 55407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -18618816.000000 Penalty: 5784.860352
	Iteration 1F: 3 clusters Score -1.861882e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -18619584.000000 Penalty: 5784.860352
	Iteration 2Q: 3 clusters Score -1.861958e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -18620480.000000 Penalty: 5784.860352
	Iteration 3Q: 3 clusters Score -1.862048e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -18621868.000000 Penalty: 5784.860352
	Iteration 4Q: 3 clusters Score -1.862187e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -18624084.000000 Penalty: 5784.860352
	Iteration 5Q: 3 clusters Score -1.862408e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -18627584.000000 Penalty: 5784.860352
	Iteration 6F: 3 clusters Score -1.862758e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 78457 members 
Entering Unmasked Estep 
Score: -18632326.000000 Penalty: 5784.860352
	Iteration 7F: 3 clusters Score -1.863233e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 84974 members 
Entering Unmasked Estep 
Score: -18638208.000000 Penalty: 5784.860352
	Iteration 8F: 3 clusters Score -1.863821e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 90343 members 
Entering Unmasked Estep 
Score: -18643276.000000 Penalty: 5784.860352
	Iteration 9F: 3 clusters Score -1.864328e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 93620 members 
Entering Unmasked Estep 
Score: -18646452.000000 Penalty: 5784.860352
	Iteration 10Q: 3 clusters Score -1.864645e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 95574 members 
Entering Unmasked Estep 
Score: -18647688.000000 Penalty: 5784.860352
	Iteration 11Q: 3 clusters Score -1.864769e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 96981 members 
Entering Unmasked Estep 
Score: -18648278.000000 Penalty: 5784.860352
	Iteration 12Q: 3 clusters Score -1.864828e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 98221 members 
Entering Unmasked Estep 
Score: -18648624.000000 Penalty: 5784.860352
	Iteration 13Q: 3 clusters Score -1.864862e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 99304 members 
Entering Unmasked Estep 
Score: -18648756.000000 Penalty: 5784.860352
	Iteration 14Q: 3 clusters Score -1.864876e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 100265 members 
Entering Unmasked Estep 
Score: -18648794.000000 Penalty: 5784.860352
	Iteration 15Q: 3 clusters Score -1.864879e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 101121 members 
Entering Unmasked Estep 
Score: -18648998.000000 Penalty: 5784.860352
	Iteration 16Q: 3 clusters Score -1.8649e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 101932 members 
Entering Unmasked Estep 
Score: -18649236.000000 Penalty: 5784.860352
	Iteration 17Q: 3 clusters Score -1.864924e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 102691 members 
Entering Unmasked Estep 
Score: -18649392.000000 Penalty: 5784.860352
	Iteration 18Q: 3 clusters Score -1.864939e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 103403 members 
Entering Unmasked Estep 
Score: -18649554.000000 Penalty: 5784.860352
	Iteration 19Q: 3 clusters Score -1.864955e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
Score: -18649664.000000 Penalty: 5784.860352
	Iteration 20F: 3 clusters Score -1.864966e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 104561 members 
Entering Unmasked Estep 
Score: -18649824.000000 Penalty: 5784.860352
	Iteration 21Q: 3 clusters Score -1.864982e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 105062 members 
Entering Unmasked Estep 
Score: -18649944.000000 Penalty: 5784.860352
	Iteration 22Q: 3 clusters Score -1.864994e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 105538 members 
Entering Unmasked Estep 
Score: -18650052.000000 Penalty: 5784.860352
	Iteration 23Q: 3 clusters Score -1.865005e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 105993 members 
Entering Unmasked Estep 
Score: -18650150.000000 Penalty: 5784.860352
	Iteration 24Q: 3 clusters Score -1.865015e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 106429 members 
Entering Unmasked Estep 
Score: -18650318.000000 Penalty: 5784.860352
	Iteration 25Q: 3 clusters Score -1.865032e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 106831 members 
Entering Unmasked Estep 
Score: -18650450.000000 Penalty: 5784.860352
	Iteration 26Q: 3 clusters Score -1.865045e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 107165 members 
Entering Unmasked Estep 
Score: -18650486.000000 Penalty: 5784.860352
	Iteration 27Q: 3 clusters Score -1.865049e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 107459 members 
Entering Unmasked Estep 
Score: -18650576.000000 Penalty: 5784.860352
	Iteration 28Q: 3 clusters Score -1.865058e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 107724 members 
Entering Unmasked Estep 
Score: -18650668.000000 Penalty: 5784.860352
	Iteration 29Q: 3 clusters Score -1.865067e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 107961 members 
Entering Unmasked Estep 
Score: -18650684.000000 Penalty: 5784.860352
	Iteration 30Q: 3 clusters Score -1.865068e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 108207 members 
Entering Unmasked Estep 
Score: -18650652.000000 Penalty: 5784.860352
	Iteration 31Q: 3 clusters Score -1.865065e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 108424 members 
Entering Unmasked Estep 
Score: -18650776.000000 Penalty: 5784.860352
	Iteration 32Q: 3 clusters Score -1.865078e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -18650744.000000 Penalty: 5784.860352
	Iteration 33Q: 3 clusters Score -1.865074e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 108787 members 
Entering Unmasked Estep 
Score: -18650750.000000 Penalty: 5784.860352
	Iteration 34Q: 3 clusters Score -1.865075e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 108944 members 
Entering Unmasked Estep 
Score: -18650770.000000 Penalty: 5784.860352
	Iteration 35Q: 3 clusters Score -1.865077e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 109097 members 
Entering Unmasked Estep 
Score: -18650758.000000 Penalty: 5784.860352
	Iteration 36Q: 3 clusters Score -1.865076e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 109247 members 
Entering Unmasked Estep 
Score: -18650750.000000 Penalty: 5784.860352
	Iteration 37Q: 3 clusters Score -1.865075e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 109395 members 
Entering Unmasked Estep 
Score: -18650720.000000 Penalty: 5784.860352
	Iteration 38Q: 3 clusters Score -1.865072e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 109538 members 
Entering Unmasked Estep 
Score: -18650718.000000 Penalty: 5784.860352
	Iteration 39Q: 3 clusters Score -1.865072e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 109669 members 
Entering Unmasked Estep 
Score: -18650722.000000 Penalty: 5784.860352
	Iteration 40F: 3 clusters Score -1.865072e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 109816 members 
Entering Unmasked Estep 
Score: -18650732.000000 Penalty: 5784.860352
	Iteration 41Q: 3 clusters Score -1.865073e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 109958 members 
Entering Unmasked Estep 
Score: -18650786.000000 Penalty: 5784.860352
	Iteration 42Q: 3 clusters Score -1.865079e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 110077 members 
Entering Unmasked Estep 
Score: -18650800.000000 Penalty: 5784.860352
	Iteration 43Q: 3 clusters Score -1.86508e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 110177 members 
Entering Unmasked Estep 
Score: -18650808.000000 Penalty: 5784.860352
	Iteration 44Q: 3 clusters Score -1.865081e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 110279 members 
Entering Unmasked Estep 
Score: -18650828.000000 Penalty: 5784.860352
	Iteration 45Q: 3 clusters Score -1.865083e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 110375 members 
Entering Unmasked Estep 
Score: -18650818.000000 Penalty: 5784.860352
	Iteration 46Q: 3 clusters Score -1.865082e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 110473 members 
Entering Unmasked Estep 
Score: -18650838.000000 Penalty: 5784.860352
	Iteration 47Q: 3 clusters Score -1.865084e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 110555 members 
Entering Unmasked Estep 
Score: -18650862.000000 Penalty: 5784.860352
	Iteration 48Q: 3 clusters Score -1.865086e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 110637 members 
Entering Unmasked Estep 
Score: -18650854.000000 Penalty: 5784.860352
	Iteration 49Q: 3 clusters Score -1.865085e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 110703 members 
Entering Unmasked Estep 
Score: -18650870.000000 Penalty: 5784.860352
	Iteration 50Q: 3 clusters Score -1.865087e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 110769 members 
Entering Unmasked Estep 
Score: -18650880.000000 Penalty: 5784.860352
	Iteration 51Q: 3 clusters Score -1.865088e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 110835 members 
Entering Unmasked Estep 
Score: -18650870.000000 Penalty: 5784.860352
	Iteration 52Q: 3 clusters Score -1.865087e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 110885 members 
Entering Unmasked Estep 
Score: -18650886.000000 Penalty: 5784.860352
	Iteration 53Q: 3 clusters Score -1.865089e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 110936 members 
Entering Unmasked Estep 
Score: -18650894.000000 Penalty: 5784.860352
	Iteration 54Q: 3 clusters Score -1.865089e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 110989 members 
Entering Unmasked Estep 
Score: -18650908.000000 Penalty: 5784.860352
	Iteration 55Q: 3 clusters Score -1.865091e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 111036 members 
Entering Unmasked Estep 
Score: -18650918.000000 Penalty: 5784.860352
	Iteration 56Q: 3 clusters Score -1.865092e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 111079 members 
Entering Unmasked Estep 
Score: -18650938.000000 Penalty: 5784.860352
	Iteration 57Q: 3 clusters Score -1.865094e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 111113 members 
Entering Unmasked Estep 
Score: -18650934.000000 Penalty: 5784.860352
	Iteration 58Q: 3 clusters Score -1.865093e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 111156 members 
Entering Unmasked Estep 
Score: -18650920.000000 Penalty: 5784.860352
	Iteration 59Q: 3 clusters Score -1.865092e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 111193 members 
Entering Unmasked Estep 
Score: -18650908.000000 Penalty: 5784.860352
	Iteration 60F: 3 clusters Score -1.865091e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 111227 members 
Entering Unmasked Estep 
Score: -18650958.000000 Penalty: 5784.860352
	Iteration 61Q: 3 clusters Score -1.865096e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 111272 members 
Entering Unmasked Estep 
Score: -18650946.000000 Penalty: 5784.860352
	Iteration 62Q: 3 clusters Score -1.865095e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 111321 members 
Entering Unmasked Estep 
Score: -18650964.000000 Penalty: 5784.860352
	Iteration 63Q: 3 clusters Score -1.865096e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 111355 members 
Entering Unmasked Estep 
Score: -18650958.000000 Penalty: 5784.860352
	Iteration 64Q: 3 clusters Score -1.865096e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 111407 members 
Entering Unmasked Estep 
Score: -18650972.000000 Penalty: 5784.860352
	Iteration 65Q: 3 clusters Score -1.865097e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 111458 members 
Entering Unmasked Estep 
Score: -18650978.000000 Penalty: 5784.860352
	Iteration 66Q: 3 clusters Score -1.865098e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 111508 members 
Entering Unmasked Estep 
Score: -18650988.000000 Penalty: 5784.860352
	Iteration 67Q: 3 clusters Score -1.865099e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 111555 members 
Entering Unmasked Estep 
Score: -18650960.000000 Penalty: 5784.860352
	Iteration 68Q: 3 clusters Score -1.865096e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 111592 members 
Entering Unmasked Estep 
Score: -18650976.000000 Penalty: 5784.860352
	Iteration 69Q: 3 clusters Score -1.865098e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 111632 members 
Entering Unmasked Estep 
Score: -18650990.000000 Penalty: 5784.860352
	Iteration 70Q: 3 clusters Score -1.865099e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 111671 members 
Entering Unmasked Estep 
Score: -18650970.000000 Penalty: 5784.860352
	Iteration 71Q: 3 clusters Score -1.865097e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 111710 members 
Entering Unmasked Estep 
Score: -18650940.000000 Penalty: 5784.860352
	Iteration 72Q: 3 clusters Score -1.865094e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 111754 members 
Entering Unmasked Estep 
Score: -18650932.000000 Penalty: 5784.860352
	Iteration 73Q: 3 clusters Score -1.865093e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 111787 members 
Entering Unmasked Estep 
Score: -18650944.000000 Penalty: 5784.860352
	Iteration 74Q: 3 clusters Score -1.865094e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 111819 members 
Entering Unmasked Estep 
Score: -18650948.000000 Penalty: 5784.860352
	Iteration 75Q: 3 clusters Score -1.865095e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 111851 members 
Entering Unmasked Estep 
Score: -18650940.000000 Penalty: 5784.860352
	Iteration 76Q: 3 clusters Score -1.865094e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 111878 members 
Entering Unmasked Estep 
Score: -18650926.000000 Penalty: 5784.860352
	Iteration 77Q: 3 clusters Score -1.865093e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 111898 members 
Entering Unmasked Estep 
Score: -18650916.000000 Penalty: 5784.860352
	Iteration 78Q: 3 clusters Score -1.865092e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 111918 members 
Entering Unmasked Estep 
Score: -18650924.000000 Penalty: 5784.860352
	Iteration 79Q: 3 clusters Score -1.865092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 111936 members 
Entering Unmasked Estep 
Score: -18650912.000000 Penalty: 5784.860352
	Iteration 80F: 3 clusters Score -1.865091e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 111950 members 
Entering Unmasked Estep 
Score: -18650894.000000 Penalty: 5784.860352
	Iteration 81Q: 3 clusters Score -1.865089e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 111964 members 
Entering Unmasked Estep 
Score: -18650896.000000 Penalty: 5784.860352
	Iteration 82Q: 3 clusters Score -1.86509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 111979 members 
Entering Unmasked Estep 
Score: -18650882.000000 Penalty: 5784.860352
	Iteration 83Q: 3 clusters Score -1.865088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 111992 members 
Entering Unmasked Estep 
Score: -18650888.000000 Penalty: 5784.860352
	Iteration 84Q: 3 clusters Score -1.865089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 112004 members 
Entering Unmasked Estep 
Score: -18650882.000000 Penalty: 5784.860352
	Iteration 85Q: 3 clusters Score -1.865088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 112011 members 
Entering Unmasked Estep 
Score: -18650884.000000 Penalty: 5784.860352
	Iteration 86Q: 3 clusters Score -1.865088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 112018 members 
Entering Unmasked Estep 
Score: -18650876.000000 Penalty: 5784.860352
	Iteration 87Q: 3 clusters Score -1.865088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 112023 members 
Entering Unmasked Estep 
Score: -18650888.000000 Penalty: 5784.860352
	Iteration 88Q: 3 clusters Score -1.865089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 112029 members 
Entering Unmasked Estep 
Score: -18650894.000000 Penalty: 5784.860352
	Iteration 89Q: 3 clusters Score -1.865089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 112034 members 
Entering Unmasked Estep 
Score: -18650908.000000 Penalty: 5784.860352
	Iteration 90Q: 3 clusters Score -1.865091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 112041 members 
Entering Unmasked Estep 
Score: -18650896.000000 Penalty: 5784.860352
	Iteration 91Q: 3 clusters Score -1.86509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 112045 members 
Entering Unmasked Estep 
Score: -18650894.000000 Penalty: 5784.860352
	Iteration 92Q: 3 clusters Score -1.865089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 112050 members 
Entering Unmasked Estep 
Score: -18650882.000000 Penalty: 5784.860352
	Iteration 93Q: 3 clusters Score -1.865088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 112058 members 
Entering Unmasked Estep 
Score: -18650886.000000 Penalty: 5784.860352
	Iteration 94Q: 3 clusters Score -1.865089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 112065 members 
Entering Unmasked Estep 
Score: -18650906.000000 Penalty: 5784.860352
	Iteration 95Q: 3 clusters Score -1.865091e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 112073 members 
Entering Unmasked Estep 
Score: -18650890.000000 Penalty: 5784.860352
	Iteration 96Q: 3 clusters Score -1.865089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 112084 members 
Entering Unmasked Estep 
Score: -18650882.000000 Penalty: 5784.860352
	Iteration 97Q: 3 clusters Score -1.865088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 112097 members 
Entering Unmasked Estep 
Score: -18650894.000000 Penalty: 5784.860352
	Iteration 98Q: 3 clusters Score -1.865089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 112105 members 
Entering Unmasked Estep 
Score: -18650890.000000 Penalty: 5784.860352
	Iteration 99Q: 3 clusters Score -1.865089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 112118 members 
Entering Unmasked Estep 
Score: -18650886.000000 Penalty: 5784.860352
	Iteration 100F: 3 clusters Score -1.865089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 112129 members 
Entering Unmasked Estep 
Score: -18650862.000000 Penalty: 5784.860352
	Iteration 101Q: 3 clusters Score -1.865086e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 112146 members 
Entering Unmasked Estep 
Score: -18650860.000000 Penalty: 5784.860352
	Iteration 102Q: 3 clusters Score -1.865086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 112161 members 
Entering Unmasked Estep 
Score: -18650846.000000 Penalty: 5784.860352
	Iteration 103Q: 3 clusters Score -1.865085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 112175 members 
Entering Unmasked Estep 
Score: -18650854.000000 Penalty: 5784.860352
	Iteration 104Q: 3 clusters Score -1.865085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 112186 members 
Entering Unmasked Estep 
Score: -18650844.000000 Penalty: 5784.860352
	Iteration 105Q: 3 clusters Score -1.865084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 112199 members 
Entering Unmasked Estep 
Score: -18650816.000000 Penalty: 5784.860352
	Iteration 106Q: 3 clusters Score -1.865082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 112211 members 
Entering Unmasked Estep 
Score: -18650810.000000 Penalty: 5784.860352
	Iteration 107Q: 3 clusters Score -1.865081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 112218 members 
Entering Unmasked Estep 
Score: -18650808.000000 Penalty: 5784.860352
	Iteration 108Q: 3 clusters Score -1.865081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 112226 members 
Entering Unmasked Estep 
Score: -18650818.000000 Penalty: 5784.860352
	Iteration 109Q: 3 clusters Score -1.865082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 112237 members 
Entering Unmasked Estep 
Score: -18650810.000000 Penalty: 5784.860352
	Iteration 110Q: 3 clusters Score -1.865081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 112250 members 
Entering Unmasked Estep 
Score: -18650812.000000 Penalty: 5784.860352
	Iteration 111Q: 3 clusters Score -1.865081e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 112264 members 
Entering Unmasked Estep 
Score: -18650820.000000 Penalty: 5784.860352
	Iteration 112Q: 3 clusters Score -1.865082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 112278 members 
Entering Unmasked Estep 
Score: -18650816.000000 Penalty: 5784.860352
	Iteration 113Q: 3 clusters Score -1.865082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 112293 members 
Entering Unmasked Estep 
Score: -18650824.000000 Penalty: 5784.860352
	Iteration 114Q: 3 clusters Score -1.865082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 112308 members 
Entering Unmasked Estep 
Score: -18650838.000000 Penalty: 5784.860352
	Iteration 115Q: 3 clusters Score -1.865084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 112329 members 
Entering Unmasked Estep 
Score: -18650814.000000 Penalty: 5784.860352
	Iteration 116Q: 3 clusters Score -1.865081e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 112348 members 
Entering Unmasked Estep 
Score: -18650804.000000 Penalty: 5784.860352
	Iteration 117Q: 3 clusters Score -1.86508e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 112373 members 
Entering Unmasked Estep 
Score: -18650796.000000 Penalty: 5784.860352
	Iteration 118Q: 3 clusters Score -1.86508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 112392 members 
Entering Unmasked Estep 
Score: -18650794.000000 Penalty: 5784.860352
	Iteration 119Q: 3 clusters Score -1.865079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 112409 members 
Entering Unmasked Estep 
Score: -18650770.000000 Penalty: 5784.860352
	Iteration 120F: 3 clusters Score -1.865077e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 112431 members 
Entering Unmasked Estep 
Score: -18650770.000000 Penalty: 5784.860352
	Iteration 121Q: 3 clusters Score -1.865077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 112446 members 
Entering Unmasked Estep 
Score: -18650766.000000 Penalty: 5784.860352
	Iteration 122Q: 3 clusters Score -1.865077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 112459 members 
Entering Unmasked Estep 
Score: -18650776.000000 Penalty: 5784.860352
	Iteration 123Q: 3 clusters Score -1.865078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 112470 members 
Entering Unmasked Estep 
Score: -18650762.000000 Penalty: 5784.860352
	Iteration 124Q: 3 clusters Score -1.865076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 112480 members 
Entering Unmasked Estep 
Score: -18650750.000000 Penalty: 5784.860352
	Iteration 125Q: 3 clusters Score -1.865075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 112491 members 
Entering Unmasked Estep 
Score: -18650758.000000 Penalty: 5784.860352
	Iteration 126Q: 3 clusters Score -1.865076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 112499 members 
Entering Unmasked Estep 
Score: -18650762.000000 Penalty: 5784.860352
	Iteration 127Q: 3 clusters Score -1.865076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 112511 members 
Entering Unmasked Estep 
Score: -18650784.000000 Penalty: 5784.860352
	Iteration 128Q: 3 clusters Score -1.865078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 112520 members 
Entering Unmasked Estep 
Score: -18650756.000000 Penalty: 5784.860352
	Iteration 129Q: 3 clusters Score -1.865076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 112528 members 
Entering Unmasked Estep 
Score: -18650764.000000 Penalty: 5784.860352
	Iteration 130Q: 3 clusters Score -1.865076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 112538 members 
Entering Unmasked Estep 
Score: -18650778.000000 Penalty: 5784.860352
	Iteration 131Q: 3 clusters Score -1.865078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 112543 members 
Entering Unmasked Estep 
Score: -18650770.000000 Penalty: 5784.860352
	Iteration 132Q: 3 clusters Score -1.865077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 112550 members 
Entering Unmasked Estep 
Score: -18650776.000000 Penalty: 5784.860352
	Iteration 133Q: 3 clusters Score -1.865078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 112553 members 
Entering Unmasked Estep 
Score: -18650774.000000 Penalty: 5784.860352
	Iteration 134Q: 3 clusters Score -1.865077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 112556 members 
Entering Unmasked Estep 
Score: -18650770.000000 Penalty: 5784.860352
	Iteration 135Q: 3 clusters Score -1.865077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 112557 members 
Entering Unmasked Estep 
Score: -18650766.000000 Penalty: 5784.860352
	Iteration 136Q: 3 clusters Score -1.865077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 112559 members 
Entering Unmasked Estep 
Score: -18650772.000000 Penalty: 5784.860352
	Iteration 137Q: 3 clusters Score -1.865077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 112561 members 
Entering Unmasked Estep 
Score: -18650768.000000 Penalty: 5784.860352
	Iteration 138Q: 3 clusters Score -1.865077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 112562 members 
Entering Unmasked Estep 
Score: -18650766.000000 Penalty: 5784.860352
	Iteration 139Q: 3 clusters Score -1.865077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 112564 members 
Entering Unmasked Estep 
Score: -18650746.000000 Penalty: 5784.860352
	Iteration 140F: 3 clusters Score -1.865075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 112566 members 
Entering Unmasked Estep 
Score: -18650748.000000 Penalty: 5784.860352
	Iteration 141Q: 3 clusters Score -1.865075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 112568 members 
Entering Unmasked Estep 
Score: -18650750.000000 Penalty: 5784.860352
	Iteration 142Q: 3 clusters Score -1.865075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 112571 members 
Entering Unmasked Estep 
Score: -18650760.000000 Penalty: 5784.860352
	Iteration 143Q: 3 clusters Score -1.865076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 112577 members 
Entering Unmasked Estep 
Score: -18650770.000000 Penalty: 5784.860352
	Iteration 144Q: 3 clusters Score -1.865077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 112583 members 
Entering Unmasked Estep 
Score: -18650764.000000 Penalty: 5784.860352
	Iteration 145Q: 3 clusters Score -1.865076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 112592 members 
Entering Unmasked Estep 
Score: -18650762.000000 Penalty: 5784.860352
	Iteration 146Q: 3 clusters Score -1.865076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 112595 members 
Entering Unmasked Estep 
Score: -18650766.000000 Penalty: 5784.860352
	Iteration 147Q: 3 clusters Score -1.865077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 112595 members 
Entering Unmasked Estep 
Score: -18650766.000000 Penalty: 5784.860352
	Iteration 148F: 3 clusters Score -1.865077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Entering Unmasked Estep 
Score: -983081.312500 Penalty: 2172.164062
	Iteration 0F: 2 clusters Score -983081.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -977847.000000 Penalty: 4344.328125
	Iteration 0F: 3 clusters Score -977847 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -979380.375000 Penalty: 4344.328125
	Iteration 1F: 3 clusters Score -979380.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -979892.687500 Penalty: 4344.328125
	Iteration 2F: 3 clusters Score -979892.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -980430.062500 Penalty: 4344.328125
	Iteration 3F: 3 clusters Score -980430.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -980861.937500 Penalty: 4344.328125
	Iteration 4F: 3 clusters Score -980861.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -981286.250000 Penalty: 4344.328125
	Iteration 5F: 3 clusters Score -981286.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -981594.125000 Penalty: 4344.328125
	Iteration 6F: 3 clusters Score -981594.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -981744.562500 Penalty: 4344.328125
	Iteration 7Q: 3 clusters Score -981744.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -981839.187500 Penalty: 4344.328125
	Iteration 8Q: 3 clusters Score -981839.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -981906.375000 Penalty: 4344.328125
	Iteration 9Q: 3 clusters Score -981906.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -981965.812500 Penalty: 4344.328125
	Iteration 10Q: 3 clusters Score -981965.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -982014.500000 Penalty: 4344.328125
	Iteration 11Q: 3 clusters Score -982014.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -982044.687500 Penalty: 4344.328125
	Iteration 12Q: 3 clusters Score -982044.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -982058.312500 Penalty: 4344.328125
	Iteration 13Q: 3 clusters Score -982058.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -982067.000000 Penalty: 4344.328125
	Iteration 14Q: 3 clusters Score -982067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -982079.312500 Penalty: 4344.328125
	Iteration 15Q: 3 clusters Score -982079.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -982079.562500 Penalty: 4344.328125
	Iteration 16Q: 3 clusters Score -982079.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -982084.375000 Penalty: 4344.328125
	Iteration 17Q: 3 clusters Score -982084.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -982086.562500 Penalty: 4344.328125
	Iteration 18Q: 3 clusters Score -982086.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -982087.312500 Penalty: 4344.328125
	Iteration 19Q: 3 clusters Score -982087.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -982090.687500 Penalty: 4344.328125
	Iteration 20F: 3 clusters Score -982090.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -982090.750000 Penalty: 4344.328125
	Iteration 21Q: 3 clusters Score -982090.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -982091.875000 Penalty: 4344.328125
	Iteration 22Q: 3 clusters Score -982091.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -982091.625000 Penalty: 4344.328125
	Iteration 23Q: 3 clusters Score -982091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -982091.812500 Penalty: 4344.328125
	Iteration 24Q: 3 clusters Score -982091.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -982092.437500 Penalty: 4344.328125
	Iteration 25Q: 3 clusters Score -982092.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -982094.812500 Penalty: 4344.328125
	Iteration 26Q: 3 clusters Score -982094.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -982093.937500 Penalty: 4344.328125
	Iteration 27Q: 3 clusters Score -982093.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -982093.937500 Penalty: 4344.328125
	Iteration 28F: 3 clusters Score -982093.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -81311.164062 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -81311.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -79839.882812 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -79839.88 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -80191.023438 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -80191.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -80453.539062 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -80453.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -80731.273438 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -80731.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -80931.335938 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -80931.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -81001.570312 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -81001.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -81024.968750 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -81024.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81032.328125 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -81032.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -81038.179688 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -81038.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81052.851562 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -81052.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81084.554688 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -81084.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81103.710938 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -81103.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81111.789062 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -81111.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81118.570312 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -81118.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81150.148438 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -81150.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81197.156250 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -81197.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -81204.367188 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -81204.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81210.539062 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -81210.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81210.890625 Penalty: 3165.380615
	Iteration 18F: 3 clusters Score -81210.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -81213.515625 Penalty: 3165.380615
	Iteration 19Q: 3 clusters Score -81213.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -81217.710938 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -81217.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81225.968750 Penalty: 3165.380615
	Iteration 21Q: 3 clusters Score -81225.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81238.789062 Penalty: 3165.380615
	Iteration 22Q: 3 clusters Score -81238.79 nChanged 3
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: -81301.523438 Penalty: 3165.380615
	Iteration 23Q: 3 clusters Score -81301.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81345.031250 Penalty: 3165.380615
	Iteration 24Q: 3 clusters Score -81345.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81359.718750 Penalty: 3165.380615
	Iteration 25Q: 3 clusters Score -81359.72 nChanged 3
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: -81380.875000 Penalty: 3165.380615
	Iteration 26Q: 3 clusters Score -81380.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81387.132812 Penalty: 3165.380615
	Iteration 27Q: 3 clusters Score -81387.13 nChanged 3
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: -81395.210938 Penalty: 3165.380615
	Iteration 28Q: 3 clusters Score -81395.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81403.429688 Penalty: 3165.380615
	Iteration 29Q: 3 clusters Score -81403.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81430.335938 Penalty: 3165.380615
	Iteration 30Q: 3 clusters Score -81430.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81453.679688 Penalty: 3165.380615
	Iteration 31Q: 3 clusters Score -81453.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81502.171875 Penalty: 3165.380615
	Iteration 32Q: 3 clusters Score -81502.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81576.351562 Penalty: 3165.380615
	Iteration 33Q: 3 clusters Score -81576.35 nChanged 4
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: -81724.757812 Penalty: 3165.380615
	Iteration 34Q: 3 clusters Score -81724.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81842.828125 Penalty: 3165.380615
	Iteration 35Q: 3 clusters Score -81842.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81977.429688 Penalty: 3165.380615
	Iteration 36Q: 3 clusters Score -81977.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -81989.000000 Penalty: 3165.380615
	Iteration 37Q: 3 clusters Score -81989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -82002.070312 Penalty: 3165.380615
	Iteration 38Q: 3 clusters Score -82002.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -82007.218750 Penalty: 3165.380615
	Iteration 39Q: 3 clusters Score -82007.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -82010.835938 Penalty: 3165.380615
	Iteration 40F: 3 clusters Score -82010.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82014.640625 Penalty: 3165.380615
	Iteration 41Q: 3 clusters Score -82014.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82014.640625 Penalty: 3165.380615
	Iteration 42F: 3 clusters Score -82014.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 136128 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 3804 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 44109 members 
Mstep: Class 14 contains 11192 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 19 contains 19453 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116195 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 267 members 
Mstep: Class 25 contains 19702 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 58641 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 73350 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10548 members 
Mstep: Class 34 contains 19743 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 14998 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 4401 members 
Mstep: Class 41 contains 3586 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 3537 members 
Mstep: Class 44 contains 324 members 
Entering Unmasked Estep 
Score: -122506408.000000 Penalty: 148333.546875
Splitting cluster 24 changes total score from -122494984.000000 to -122506408.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 25 (19702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Entering Unmasked Estep 
Score: -3092697.250000 Penalty: 2452.341797
	Iteration 0F: 2 clusters Score -3092697 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 9936 members 
Entering Unmasked Estep 
Score: -3078860.000000 Penalty: 4904.683594
	Iteration 0F: 3 clusters Score -3078860 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -3083482.250000 Penalty: 4904.683594
	Iteration 1F: 3 clusters Score -3083482 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -3083946.000000 Penalty: 4904.683594
	Iteration 2F: 3 clusters Score -3083946 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -3084363.500000 Penalty: 4904.683594
	Iteration 3Q: 3 clusters Score -3084364 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3084867.000000 Penalty: 4904.683594
	Iteration 4Q: 3 clusters Score -3084867 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3085624.250000 Penalty: 4904.683594
	Iteration 5F: 3 clusters Score -3085624 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3086683.250000 Penalty: 4904.683594
	Iteration 6F: 3 clusters Score -3086683 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -3088195.750000 Penalty: 4904.683594
	Iteration 7F: 3 clusters Score -3088196 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3090247.500000 Penalty: 4904.683594
	Iteration 8F: 3 clusters Score -3090248 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3092821.000000 Penalty: 4904.683594
	Iteration 9F: 3 clusters Score -3092821 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3095266.250000 Penalty: 4904.683594
	Iteration 10F: 3 clusters Score -3095266 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -3096480.000000 Penalty: 4904.683594
	Iteration 11Q: 3 clusters Score -3096480 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3096729.000000 Penalty: 4904.683594
	Iteration 12Q: 3 clusters Score -3096729 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3096764.500000 Penalty: 4904.683594
	Iteration 13Q: 3 clusters Score -3096764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3096773.250000 Penalty: 4904.683594
	Iteration 14Q: 3 clusters Score -3096773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3096777.250000 Penalty: 4904.683594
	Iteration 15Q: 3 clusters Score -3096777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3096773.750000 Penalty: 4904.683594
	Iteration 16Q: 3 clusters Score -3096774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3096774.500000 Penalty: 4904.683594
	Iteration 17Q: 3 clusters Score -3096774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3096774.500000 Penalty: 4904.683594
	Iteration 18F: 3 clusters Score -3096774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 136128 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 3804 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 44109 members 
Mstep: Class 14 contains 11192 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 19 contains 19453 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116195 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 267 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 936 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 58641 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 73350 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10548 members 
Mstep: Class 34 contains 19743 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 14998 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 4401 members 
Mstep: Class 41 contains 3586 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 3537 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 13597 members 
Entering Unmasked Estep 
Score: -122509616.000000 Penalty: 151704.765625
Splitting cluster 25 changes total score from -122494984.000000 to -122509616.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 26 (10575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Entering Unmasked Estep 
Score: -1654834.500000 Penalty: 2298.029541
	Iteration 0F: 2 clusters Score -1654834 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 5279 members 
Entering Unmasked Estep 
Score: -1646779.250000 Penalty: 4596.059082
	Iteration 0F: 3 clusters Score -1646779 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1649247.250000 Penalty: 4596.059082
	Iteration 1F: 3 clusters Score -1649247 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1649555.125000 Penalty: 4596.059082
	Iteration 2F: 3 clusters Score -1649555 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1649774.250000 Penalty: 4596.059082
	Iteration 3Q: 3 clusters Score -1649774 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1649947.250000 Penalty: 4596.059082
	Iteration 4Q: 3 clusters Score -1649947 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1650109.875000 Penalty: 4596.059082
	Iteration 5Q: 3 clusters Score -1650110 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1650302.875000 Penalty: 4596.059082
	Iteration 6Q: 3 clusters Score -1650303 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1650494.000000 Penalty: 4596.059082
	Iteration 7Q: 3 clusters Score -1650494 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1650737.250000 Penalty: 4596.059082
	Iteration 8Q: 3 clusters Score -1650737 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1651034.875000 Penalty: 4596.059082
	Iteration 9Q: 3 clusters Score -1651035 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1651313.625000 Penalty: 4596.059082
	Iteration 10Q: 3 clusters Score -1651314 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1651514.375000 Penalty: 4596.059082
	Iteration 11Q: 3 clusters Score -1651514 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1651679.250000 Penalty: 4596.059082
	Iteration 12Q: 3 clusters Score -1651679 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1651854.250000 Penalty: 4596.059082
	Iteration 13Q: 3 clusters Score -1651854 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1652007.500000 Penalty: 4596.059082
	Iteration 14Q: 3 clusters Score -1652008 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1652120.750000 Penalty: 4596.059082
	Iteration 15Q: 3 clusters Score -1652121 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1652207.875000 Penalty: 4596.059082
	Iteration 16Q: 3 clusters Score -1652208 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1652267.875000 Penalty: 4596.059082
	Iteration 17Q: 3 clusters Score -1652268 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1652305.500000 Penalty: 4596.059082
	Iteration 18Q: 3 clusters Score -1652306 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1652329.125000 Penalty: 4596.059082
	Iteration 19Q: 3 clusters Score -1652329 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1652350.125000 Penalty: 4596.059082
	Iteration 20F: 3 clusters Score -1652350 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1652368.000000 Penalty: 4596.059082
	Iteration 21Q: 3 clusters Score -1652368 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1652381.375000 Penalty: 4596.059082
	Iteration 22Q: 3 clusters Score -1652381 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1652397.875000 Penalty: 4596.059082
	Iteration 23Q: 3 clusters Score -1652398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1652412.625000 Penalty: 4596.059082
	Iteration 24Q: 3 clusters Score -1652413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1652423.625000 Penalty: 4596.059082
	Iteration 25Q: 3 clusters Score -1652424 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1652445.250000 Penalty: 4596.059082
	Iteration 26Q: 3 clusters Score -1652445 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1652463.750000 Penalty: 4596.059082
	Iteration 27Q: 3 clusters Score -1652464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1652473.875000 Penalty: 4596.059082
	Iteration 28Q: 3 clusters Score -1652474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1652489.000000 Penalty: 4596.059082
	Iteration 29Q: 3 clusters Score -1652489 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1652505.375000 Penalty: 4596.059082
	Iteration 30Q: 3 clusters Score -1652505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1652510.125000 Penalty: 4596.059082
	Iteration 31Q: 3 clusters Score -1652510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1652524.250000 Penalty: 4596.059082
	Iteration 32Q: 3 clusters Score -1652524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1652534.250000 Penalty: 4596.059082
	Iteration 33Q: 3 clusters Score -1652534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1652539.500000 Penalty: 4596.059082
	Iteration 34Q: 3 clusters Score -1652540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1652550.125000 Penalty: 4596.059082
	Iteration 35Q: 3 clusters Score -1652550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1652559.875000 Penalty: 4596.059082
	Iteration 36Q: 3 clusters Score -1652560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1652573.000000 Penalty: 4596.059082
	Iteration 37Q: 3 clusters Score -1652573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1652583.000000 Penalty: 4596.059082
	Iteration 38Q: 3 clusters Score -1652583 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1652590.375000 Penalty: 4596.059082
	Iteration 39Q: 3 clusters Score -1652590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1652597.500000 Penalty: 4596.059082
	Iteration 40F: 3 clusters Score -1652598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1652602.500000 Penalty: 4596.059082
	Iteration 41Q: 3 clusters Score -1652602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1652611.125000 Penalty: 4596.059082
	Iteration 42Q: 3 clusters Score -1652611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1652625.750000 Penalty: 4596.059082
	Iteration 43Q: 3 clusters Score -1652626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1652633.750000 Penalty: 4596.059082
	Iteration 44Q: 3 clusters Score -1652634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1652641.000000 Penalty: 4596.059082
	Iteration 45Q: 3 clusters Score -1652641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1652655.625000 Penalty: 4596.059082
	Iteration 46Q: 3 clusters Score -1652656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1652677.000000 Penalty: 4596.059082
	Iteration 47Q: 3 clusters Score -1652677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1652676.500000 Penalty: 4596.059082
	Iteration 48Q: 3 clusters Score -1652676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1652698.375000 Penalty: 4596.059082
	Iteration 49Q: 3 clusters Score -1652698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1652706.125000 Penalty: 4596.059082
	Iteration 50Q: 3 clusters Score -1652706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1652717.875000 Penalty: 4596.059082
	Iteration 51Q: 3 clusters Score -1652718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1652726.375000 Penalty: 4596.059082
	Iteration 52Q: 3 clusters Score -1652726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1652740.125000 Penalty: 4596.059082
	Iteration 53Q: 3 clusters Score -1652740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1652751.500000 Penalty: 4596.059082
	Iteration 54Q: 3 clusters Score -1652752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1652757.625000 Penalty: 4596.059082
	Iteration 55Q: 3 clusters Score -1652758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1652770.125000 Penalty: 4596.059082
	Iteration 56Q: 3 clusters Score -1652770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1652775.625000 Penalty: 4596.059082
	Iteration 57Q: 3 clusters Score -1652776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1652788.250000 Penalty: 4596.059082
	Iteration 58Q: 3 clusters Score -1652788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1652806.500000 Penalty: 4596.059082
	Iteration 59Q: 3 clusters Score -1652806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1652825.375000 Penalty: 4596.059082
	Iteration 60F: 3 clusters Score -1652825 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1652865.625000 Penalty: 4596.059082
	Iteration 61Q: 3 clusters Score -1652866 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1652901.250000 Penalty: 4596.059082
	Iteration 62Q: 3 clusters Score -1652901 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1652943.500000 Penalty: 4596.059082
	Iteration 63Q: 3 clusters Score -1652944 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1652994.875000 Penalty: 4596.059082
	Iteration 64Q: 3 clusters Score -1652995 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1653062.875000 Penalty: 4596.059082
	Iteration 65Q: 3 clusters Score -1653063 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1653116.750000 Penalty: 4596.059082
	Iteration 66Q: 3 clusters Score -1653117 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1653162.750000 Penalty: 4596.059082
	Iteration 67Q: 3 clusters Score -1653163 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1653202.375000 Penalty: 4596.059082
	Iteration 68Q: 3 clusters Score -1653202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1653223.625000 Penalty: 4596.059082
	Iteration 69Q: 3 clusters Score -1653224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1653247.750000 Penalty: 4596.059082
	Iteration 70Q: 3 clusters Score -1653248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1653272.250000 Penalty: 4596.059082
	Iteration 71Q: 3 clusters Score -1653272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1653290.625000 Penalty: 4596.059082
	Iteration 72Q: 3 clusters Score -1653291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1653300.875000 Penalty: 4596.059082
	Iteration 73Q: 3 clusters Score -1653301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1653311.750000 Penalty: 4596.059082
	Iteration 74Q: 3 clusters Score -1653312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1653320.125000 Penalty: 4596.059082
	Iteration 75Q: 3 clusters Score -1653320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1653322.250000 Penalty: 4596.059082
	Iteration 76Q: 3 clusters Score -1653322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1653334.125000 Penalty: 4596.059082
	Iteration 77Q: 3 clusters Score -1653334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1653352.125000 Penalty: 4596.059082
	Iteration 78Q: 3 clusters Score -1653352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1653365.375000 Penalty: 4596.059082
	Iteration 79Q: 3 clusters Score -1653365 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1653377.250000 Penalty: 4596.059082
	Iteration 80F: 3 clusters Score -1653377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1653376.750000 Penalty: 4596.059082
	Iteration 81Q: 3 clusters Score -1653377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1653385.750000 Penalty: 4596.059082
	Iteration 82Q: 3 clusters Score -1653386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1653389.625000 Penalty: 4596.059082
	Iteration 83Q: 3 clusters Score -1653390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1653393.750000 Penalty: 4596.059082
	Iteration 84Q: 3 clusters Score -1653394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1653397.375000 Penalty: 4596.059082
	Iteration 85Q: 3 clusters Score -1653397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1653396.000000 Penalty: 4596.059082
	Iteration 86Q: 3 clusters Score -1653396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1653399.375000 Penalty: 4596.059082
	Iteration 87Q: 3 clusters Score -1653399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1653401.750000 Penalty: 4596.059082
	Iteration 88Q: 3 clusters Score -1653402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1653407.000000 Penalty: 4596.059082
	Iteration 89Q: 3 clusters Score -1653407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1653405.875000 Penalty: 4596.059082
	Iteration 90Q: 3 clusters Score -1653406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1653409.000000 Penalty: 4596.059082
	Iteration 91Q: 3 clusters Score -1653409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1653409.875000 Penalty: 4596.059082
	Iteration 92Q: 3 clusters Score -1653410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1653411.250000 Penalty: 4596.059082
	Iteration 93Q: 3 clusters Score -1653411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1653414.750000 Penalty: 4596.059082
	Iteration 94Q: 3 clusters Score -1653415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1653418.000000 Penalty: 4596.059082
	Iteration 95Q: 3 clusters Score -1653418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1653417.625000 Penalty: 4596.059082
	Iteration 96Q: 3 clusters Score -1653418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1653419.250000 Penalty: 4596.059082
	Iteration 97Q: 3 clusters Score -1653419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1653422.875000 Penalty: 4596.059082
	Iteration 98Q: 3 clusters Score -1653423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1653424.500000 Penalty: 4596.059082
	Iteration 99Q: 3 clusters Score -1653424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1653423.750000 Penalty: 4596.059082
	Iteration 100F: 3 clusters Score -1653424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1653422.375000 Penalty: 4596.059082
	Iteration 101Q: 3 clusters Score -1653422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1653426.625000 Penalty: 4596.059082
	Iteration 102Q: 3 clusters Score -1653427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1653424.000000 Penalty: 4596.059082
	Iteration 103Q: 3 clusters Score -1653424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1653425.625000 Penalty: 4596.059082
	Iteration 104Q: 3 clusters Score -1653426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1653425.625000 Penalty: 4596.059082
	Iteration 105F: 3 clusters Score -1653426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -130720.960938 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -130721 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 478 members 
Entering Unmasked Estep 
Score: -128963.195312 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -128963.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -129534.492188 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -129534.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -130124.812500 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -130124.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -130718.000000 Penalty: 3393.441406
	Iteration 3F: 3 clusters Score -130718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -131004.421875 Penalty: 3393.441406
	Iteration 4F: 3 clusters Score -131004.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -131159.843750 Penalty: 3393.441406
	Iteration 5Q: 3 clusters Score -131159.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -131259.796875 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -131259.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -131395.156250 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -131395.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -131527.703125 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -131527.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -131722.375000 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -131722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -131778.390625 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -131778.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -131780.281250 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -131780.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -131780.281250 Penalty: 3393.441406
	Iteration 12F: 3 clusters Score -131780.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 136128 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 3804 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 44109 members 
Mstep: Class 14 contains 11192 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 19 contains 19453 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116195 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 267 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 58641 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 73350 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10548 members 
Mstep: Class 34 contains 19743 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 14998 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 4401 members 
Mstep: Class 41 contains 3586 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 3537 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 13597 members 
Mstep: Class 46 contains 419 members 
Entering Unmasked Estep 
Score: -122508960.000000 Penalty: 155075.984375
Splitting cluster 27 changes total score from -122494984.000000 to -122508960.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 28 (10119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Entering Unmasked Estep 
Score: -1592763.000000 Penalty: 2287.098145
	Iteration 0F: 2 clusters Score -1592763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1585017.875000 Penalty: 4574.196289
	Iteration 0F: 3 clusters Score -1585018 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1587291.500000 Penalty: 4574.196289
	Iteration 1F: 3 clusters Score -1587292 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1587641.125000 Penalty: 4574.196289
	Iteration 2F: 3 clusters Score -1587641 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1588006.125000 Penalty: 4574.196289
	Iteration 3F: 3 clusters Score -1588006 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1588399.625000 Penalty: 4574.196289
	Iteration 4F: 3 clusters Score -1588400 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1588832.500000 Penalty: 4574.196289
	Iteration 5F: 3 clusters Score -1588832 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1589262.500000 Penalty: 4574.196289
	Iteration 6F: 3 clusters Score -1589262 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1589667.625000 Penalty: 4574.196289
	Iteration 7F: 3 clusters Score -1589668 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1590000.125000 Penalty: 4574.196289
	Iteration 8Q: 3 clusters Score -1590000 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1590320.750000 Penalty: 4574.196289
	Iteration 9Q: 3 clusters Score -1590321 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1590618.875000 Penalty: 4574.196289
	Iteration 10Q: 3 clusters Score -1590619 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1590860.750000 Penalty: 4574.196289
	Iteration 11Q: 3 clusters Score -1590861 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1591053.250000 Penalty: 4574.196289
	Iteration 12Q: 3 clusters Score -1591053 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1591184.125000 Penalty: 4574.196289
	Iteration 13Q: 3 clusters Score -1591184 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1591258.375000 Penalty: 4574.196289
	Iteration 14Q: 3 clusters Score -1591258 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1591309.500000 Penalty: 4574.196289
	Iteration 15Q: 3 clusters Score -1591310 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1591343.750000 Penalty: 4574.196289
	Iteration 16Q: 3 clusters Score -1591344 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1591360.000000 Penalty: 4574.196289
	Iteration 17Q: 3 clusters Score -1591360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1591367.250000 Penalty: 4574.196289
	Iteration 18Q: 3 clusters Score -1591367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1591377.875000 Penalty: 4574.196289
	Iteration 19Q: 3 clusters Score -1591378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1591387.750000 Penalty: 4574.196289
	Iteration 20F: 3 clusters Score -1591388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1591398.125000 Penalty: 4574.196289
	Iteration 21Q: 3 clusters Score -1591398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1591405.625000 Penalty: 4574.196289
	Iteration 22Q: 3 clusters Score -1591406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1591413.125000 Penalty: 4574.196289
	Iteration 23Q: 3 clusters Score -1591413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1591419.500000 Penalty: 4574.196289
	Iteration 24Q: 3 clusters Score -1591420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1591419.250000 Penalty: 4574.196289
	Iteration 25Q: 3 clusters Score -1591419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1591418.375000 Penalty: 4574.196289
	Iteration 26Q: 3 clusters Score -1591418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1591423.000000 Penalty: 4574.196289
	Iteration 27Q: 3 clusters Score -1591423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1591424.500000 Penalty: 4574.196289
	Iteration 28Q: 3 clusters Score -1591424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1591425.250000 Penalty: 4574.196289
	Iteration 29Q: 3 clusters Score -1591425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1591426.000000 Penalty: 4574.196289
	Iteration 30Q: 3 clusters Score -1591426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1591426.750000 Penalty: 4574.196289
	Iteration 31Q: 3 clusters Score -1591427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1591427.375000 Penalty: 4574.196289
	Iteration 32Q: 3 clusters Score -1591427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1591427.750000 Penalty: 4574.196289
	Iteration 33Q: 3 clusters Score -1591428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1591429.250000 Penalty: 4574.196289
	Iteration 34Q: 3 clusters Score -1591429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1591428.875000 Penalty: 4574.196289
	Iteration 35Q: 3 clusters Score -1591429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1591428.875000 Penalty: 4574.196289
	Iteration 36F: 3 clusters Score -1591429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (58641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Entering Unmasked Estep 
Score: -9180804.000000 Penalty: 2722.838867
	Iteration 0F: 2 clusters Score -9180804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -9141485.000000 Penalty: 5445.677734
	Iteration 0F: 3 clusters Score -9141485 nChanged 27261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -9157104.000000 Penalty: 5445.677734
	Iteration 1F: 3 clusters Score -9157104 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -9158703.000000 Penalty: 5445.677734
	Iteration 2F: 3 clusters Score -9158703 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -9161089.000000 Penalty: 5445.677734
	Iteration 3F: 3 clusters Score -9161089 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -9164372.000000 Penalty: 5445.677734
	Iteration 4F: 3 clusters Score -9164372 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -9168741.000000 Penalty: 5445.677734
	Iteration 5F: 3 clusters Score -9168741 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -9173924.000000 Penalty: 5445.677734
	Iteration 6F: 3 clusters Score -9173924 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -9177844.000000 Penalty: 5445.677734
	Iteration 7F: 3 clusters Score -9177844 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -9179788.000000 Penalty: 5445.677734
	Iteration 8F: 3 clusters Score -9179788 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -9180868.000000 Penalty: 5445.677734
	Iteration 9Q: 3 clusters Score -9180868 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -9181677.000000 Penalty: 5445.677734
	Iteration 10Q: 3 clusters Score -9181677 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -9182341.000000 Penalty: 5445.677734
	Iteration 11Q: 3 clusters Score -9182341 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -9182775.000000 Penalty: 5445.677734
	Iteration 12Q: 3 clusters Score -9182775 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -9183014.000000 Penalty: 5445.677734
	Iteration 13Q: 3 clusters Score -9183014 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -9183292.000000 Penalty: 5445.677734
	Iteration 14Q: 3 clusters Score -9183292 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -9183549.000000 Penalty: 5445.677734
	Iteration 15Q: 3 clusters Score -9183549 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -9183718.000000 Penalty: 5445.677734
	Iteration 16Q: 3 clusters Score -9183718 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -9183905.000000 Penalty: 5445.677734
	Iteration 17Q: 3 clusters Score -9183905 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -9184045.000000 Penalty: 5445.677734
	Iteration 18Q: 3 clusters Score -9184045 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -9184185.000000 Penalty: 5445.677734
	Iteration 19Q: 3 clusters Score -9184185 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -9184349.000000 Penalty: 5445.677734
	Iteration 20F: 3 clusters Score -9184349 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -9184479.000000 Penalty: 5445.677734
	Iteration 21Q: 3 clusters Score -9184479 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -9184663.000000 Penalty: 5445.677734
	Iteration 22Q: 3 clusters Score -9184663 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -9184860.000000 Penalty: 5445.677734
	Iteration 23Q: 3 clusters Score -9184860 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -9185049.000000 Penalty: 5445.677734
	Iteration 24Q: 3 clusters Score -9185049 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -9185268.000000 Penalty: 5445.677734
	Iteration 25Q: 3 clusters Score -9185268 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -9185475.000000 Penalty: 5445.677734
	Iteration 26Q: 3 clusters Score -9185475 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -9185704.000000 Penalty: 5445.677734
	Iteration 27Q: 3 clusters Score -9185704 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -9185852.000000 Penalty: 5445.677734
	Iteration 28Q: 3 clusters Score -9185852 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -9186056.000000 Penalty: 5445.677734
	Iteration 29Q: 3 clusters Score -9186056 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -9186120.000000 Penalty: 5445.677734
	Iteration 30Q: 3 clusters Score -9186120 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -9186195.000000 Penalty: 5445.677734
	Iteration 31Q: 3 clusters Score -9186195 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -9186226.000000 Penalty: 5445.677734
	Iteration 32Q: 3 clusters Score -9186226 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -9186253.000000 Penalty: 5445.677734
	Iteration 33Q: 3 clusters Score -9186253 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -9186313.000000 Penalty: 5445.677734
	Iteration 34Q: 3 clusters Score -9186313 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -9186318.000000 Penalty: 5445.677734
	Iteration 35Q: 3 clusters Score -9186318 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -9186310.000000 Penalty: 5445.677734
	Iteration 36Q: 3 clusters Score -9186310 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -9186350.000000 Penalty: 5445.677734
	Iteration 37Q: 3 clusters Score -9186350 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -9186359.000000 Penalty: 5445.677734
	Iteration 38Q: 3 clusters Score -9186359 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -9186376.000000 Penalty: 5445.677734
	Iteration 39Q: 3 clusters Score -9186376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -9186352.000000 Penalty: 5445.677734
	Iteration 40F: 3 clusters Score -9186352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -9186375.000000 Penalty: 5445.677734
	Iteration 41Q: 3 clusters Score -9186375 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -9186394.000000 Penalty: 5445.677734
	Iteration 42Q: 3 clusters Score -9186394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -9186416.000000 Penalty: 5445.677734
	Iteration 43Q: 3 clusters Score -9186416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -9186407.000000 Penalty: 5445.677734
	Iteration 44Q: 3 clusters Score -9186407 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -9186411.000000 Penalty: 5445.677734
	Iteration 45Q: 3 clusters Score -9186411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -9186420.000000 Penalty: 5445.677734
	Iteration 46Q: 3 clusters Score -9186420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -9186412.000000 Penalty: 5445.677734
	Iteration 47Q: 3 clusters Score -9186412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -9186413.000000 Penalty: 5445.677734
	Iteration 48Q: 3 clusters Score -9186413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -9186414.000000 Penalty: 5445.677734
	Iteration 49Q: 3 clusters Score -9186414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -9186419.000000 Penalty: 5445.677734
	Iteration 50Q: 3 clusters Score -9186419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -9186411.000000 Penalty: 5445.677734
	Iteration 51Q: 3 clusters Score -9186411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -9186411.000000 Penalty: 5445.677734
	Iteration 52Q: 3 clusters Score -9186411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -9186410.000000 Penalty: 5445.677734
	Iteration 53Q: 3 clusters Score -9186410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -9186419.000000 Penalty: 5445.677734
	Iteration 54Q: 3 clusters Score -9186419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -9186422.000000 Penalty: 5445.677734
	Iteration 55Q: 3 clusters Score -9186422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -9186418.000000 Penalty: 5445.677734
	Iteration 56Q: 3 clusters Score -9186418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -9186412.000000 Penalty: 5445.677734
	Iteration 57Q: 3 clusters Score -9186412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -9186402.000000 Penalty: 5445.677734
	Iteration 58Q: 3 clusters Score -9186402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -9186406.000000 Penalty: 5445.677734
	Iteration 59Q: 3 clusters Score -9186406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -9186403.000000 Penalty: 5445.677734
	Iteration 60F: 3 clusters Score -9186403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -9186410.000000 Penalty: 5445.677734
	Iteration 61Q: 3 clusters Score -9186410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -9186403.000000 Penalty: 5445.677734
	Iteration 62Q: 3 clusters Score -9186403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -9186403.000000 Penalty: 5445.677734
	Iteration 63Q: 3 clusters Score -9186403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -9186403.000000 Penalty: 5445.677734
	Iteration 64Q: 3 clusters Score -9186403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -9186411.000000 Penalty: 5445.677734
	Iteration 65Q: 3 clusters Score -9186411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -9186416.000000 Penalty: 5445.677734
	Iteration 66Q: 3 clusters Score -9186416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -9186403.000000 Penalty: 5445.677734
	Iteration 67Q: 3 clusters Score -9186403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -9186405.000000 Penalty: 5445.677734
	Iteration 68Q: 3 clusters Score -9186405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -9186405.000000 Penalty: 5445.677734
	Iteration 69Q: 3 clusters Score -9186405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -9186415.000000 Penalty: 5445.677734
	Iteration 70Q: 3 clusters Score -9186415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -9186425.000000 Penalty: 5445.677734
	Iteration 71Q: 3 clusters Score -9186425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -9186412.000000 Penalty: 5445.677734
	Iteration 72Q: 3 clusters Score -9186412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -9186416.000000 Penalty: 5445.677734
	Iteration 73Q: 3 clusters Score -9186416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -9186418.000000 Penalty: 5445.677734
	Iteration 74Q: 3 clusters Score -9186418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -9186415.000000 Penalty: 5445.677734
	Iteration 75Q: 3 clusters Score -9186415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -9186411.000000 Penalty: 5445.677734
	Iteration 76Q: 3 clusters Score -9186411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -9186416.000000 Penalty: 5445.677734
	Iteration 77Q: 3 clusters Score -9186416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -9186413.000000 Penalty: 5445.677734
	Iteration 78Q: 3 clusters Score -9186413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -9186420.000000 Penalty: 5445.677734
	Iteration 79Q: 3 clusters Score -9186420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -9186433.000000 Penalty: 5445.677734
	Iteration 80F: 3 clusters Score -9186433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -9186429.000000 Penalty: 5445.677734
	Iteration 81Q: 3 clusters Score -9186429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -9186427.000000 Penalty: 5445.677734
	Iteration 82Q: 3 clusters Score -9186427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -9186434.000000 Penalty: 5445.677734
	Iteration 83Q: 3 clusters Score -9186434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -9186433.000000 Penalty: 5445.677734
	Iteration 84Q: 3 clusters Score -9186433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -9186438.000000 Penalty: 5445.677734
	Iteration 85Q: 3 clusters Score -9186438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -9186429.000000 Penalty: 5445.677734
	Iteration 86Q: 3 clusters Score -9186429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -9186432.000000 Penalty: 5445.677734
	Iteration 87Q: 3 clusters Score -9186432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -9186432.000000 Penalty: 5445.677734
	Iteration 88F: 3 clusters Score -9186432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 136128 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 3804 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 44109 members 
Mstep: Class 14 contains 11192 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 19 contains 19453 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116195 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 267 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 16278 members 
Mstep: Class 30 contains 5666 members 
Mstep: Class 31 contains 73350 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10548 members 
Mstep: Class 34 contains 19743 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 14998 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 4401 members 
Mstep: Class 41 contains 3586 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 3537 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 13597 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 42363 members 
Entering Unmasked Estep 
Score: -122514120.000000 Penalty: 158447.187500
Splitting cluster 29 changes total score from -122494984.000000 to -122514120.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 30 (5666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Entering Unmasked Estep 
Score: -860396.625000 Penalty: 2143.275146
	Iteration 0F: 2 clusters Score -860396.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -855500.187500 Penalty: 4286.550293
	Iteration 0F: 3 clusters Score -855500.2 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -857099.187500 Penalty: 4286.550293
	Iteration 1F: 3 clusters Score -857099.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -858312.062500 Penalty: 4286.550293
	Iteration 2F: 3 clusters Score -858312.1 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -859983.812500 Penalty: 4286.550293
	Iteration 3F: 3 clusters Score -859983.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -861606.250000 Penalty: 4286.550293
	Iteration 4F: 3 clusters Score -861606.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -863014.625000 Penalty: 4286.550293
	Iteration 5F: 3 clusters Score -863014.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -864156.437500 Penalty: 4286.550293
	Iteration 6Q: 3 clusters Score -864156.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -864818.437500 Penalty: 4286.550293
	Iteration 7Q: 3 clusters Score -864818.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -864859.000000 Penalty: 4286.550293
	Iteration 8Q: 3 clusters Score -864859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -864867.437500 Penalty: 4286.550293
	Iteration 9Q: 3 clusters Score -864867.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -864868.125000 Penalty: 4286.550293
	Iteration 10Q: 3 clusters Score -864868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -864868.187500 Penalty: 4286.550293
	Iteration 11Q: 3 clusters Score -864868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -864866.750000 Penalty: 4286.550293
	Iteration 12Q: 3 clusters Score -864866.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -864866.750000 Penalty: 4286.550293
	Iteration 13F: 3 clusters Score -864866.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 136128 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 3804 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 44109 members 
Mstep: Class 14 contains 11192 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 19 contains 19453 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116195 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 267 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 16278 members 
Mstep: Class 30 contains 3158 members 
Mstep: Class 31 contains 73350 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10548 members 
Mstep: Class 34 contains 19743 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 14998 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 4401 members 
Mstep: Class 41 contains 3586 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 3537 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 13597 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 42363 members 
Mstep: Class 48 contains 2508 members 
Entering Unmasked Estep 
Score: -122517816.000000 Penalty: 161818.406250
Splitting cluster 30 changes total score from -122494984.000000 to -122517816.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 31 (73350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73350 members 
Entering Unmasked Estep 
Score: -11451241.000000 Penalty: 2778.343506
	Iteration 0F: 2 clusters Score -1.145124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -11401881.000000 Penalty: 5556.687012
	Iteration 0F: 3 clusters Score -1.140188e+07 nChanged 34490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -11422795.000000 Penalty: 5556.687012
	Iteration 1F: 3 clusters Score -1.14228e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -11425602.000000 Penalty: 5556.687012
	Iteration 2F: 3 clusters Score -1.14256e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -11430109.000000 Penalty: 5556.687012
	Iteration 3F: 3 clusters Score -1.143011e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -11436103.000000 Penalty: 5556.687012
	Iteration 4F: 3 clusters Score -1.14361e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -11442394.000000 Penalty: 5556.687012
	Iteration 5F: 3 clusters Score -1.144239e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -11447019.000000 Penalty: 5556.687012
	Iteration 6F: 3 clusters Score -1.144702e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -11449633.000000 Penalty: 5556.687012
	Iteration 7Q: 3 clusters Score -1.144963e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -11450932.000000 Penalty: 5556.687012
	Iteration 8Q: 3 clusters Score -1.145093e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -11451714.000000 Penalty: 5556.687012
	Iteration 9Q: 3 clusters Score -1.145171e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -11452235.000000 Penalty: 5556.687012
	Iteration 10Q: 3 clusters Score -1.145224e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -11452449.000000 Penalty: 5556.687012
	Iteration 11Q: 3 clusters Score -1.145245e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -11452562.000000 Penalty: 5556.687012
	Iteration 12Q: 3 clusters Score -1.145256e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61612 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -11452715.000000 Penalty: 5556.687012
	Iteration 13Q: 3 clusters Score -1.145272e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61746 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -11452804.000000 Penalty: 5556.687012
	Iteration 14Q: 3 clusters Score -1.14528e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -11452850.000000 Penalty: 5556.687012
	Iteration 15Q: 3 clusters Score -1.145285e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -11452853.000000 Penalty: 5556.687012
	Iteration 16Q: 3 clusters Score -1.145285e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -11452882.000000 Penalty: 5556.687012
	Iteration 17Q: 3 clusters Score -1.145288e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62156 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -11452897.000000 Penalty: 5556.687012
	Iteration 18Q: 3 clusters Score -1.14529e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -11452913.000000 Penalty: 5556.687012
	Iteration 19Q: 3 clusters Score -1.145291e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -11452911.000000 Penalty: 5556.687012
	Iteration 20F: 3 clusters Score -1.145291e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62255 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -11452914.000000 Penalty: 5556.687012
	Iteration 21Q: 3 clusters Score -1.145291e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62276 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -11452914.000000 Penalty: 5556.687012
	Iteration 22Q: 3 clusters Score -1.145291e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -11452906.000000 Penalty: 5556.687012
	Iteration 23Q: 3 clusters Score -1.145291e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -11452893.000000 Penalty: 5556.687012
	Iteration 24Q: 3 clusters Score -1.145289e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62338 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -11452904.000000 Penalty: 5556.687012
	Iteration 25Q: 3 clusters Score -1.14529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -11452903.000000 Penalty: 5556.687012
	Iteration 26Q: 3 clusters Score -1.14529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62361 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -11452907.000000 Penalty: 5556.687012
	Iteration 27Q: 3 clusters Score -1.145291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -11452911.000000 Penalty: 5556.687012
	Iteration 28Q: 3 clusters Score -1.145291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -11452916.000000 Penalty: 5556.687012
	Iteration 29Q: 3 clusters Score -1.145292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62383 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -11452913.000000 Penalty: 5556.687012
	Iteration 30Q: 3 clusters Score -1.145291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -11452913.000000 Penalty: 5556.687012
	Iteration 31Q: 3 clusters Score -1.145291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -11452911.000000 Penalty: 5556.687012
	Iteration 32Q: 3 clusters Score -1.145291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -11452906.000000 Penalty: 5556.687012
	Iteration 33Q: 3 clusters Score -1.145291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -11452909.000000 Penalty: 5556.687012
	Iteration 34Q: 3 clusters Score -1.145291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -11452909.000000 Penalty: 5556.687012
	Iteration 35F: 3 clusters Score -1.145291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 136128 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 3804 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 44109 members 
Mstep: Class 14 contains 11192 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 19 contains 19453 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116195 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 267 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 16278 members 
Mstep: Class 30 contains 3158 members 
Mstep: Class 31 contains 62387 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10548 members 
Mstep: Class 34 contains 19743 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 14998 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 4401 members 
Mstep: Class 41 contains 3586 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 3537 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 13597 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 42363 members 
Mstep: Class 48 contains 2508 members 
Mstep: Class 49 contains 10963 members 
Entering Unmasked Estep 
Score: -122519040.000000 Penalty: 165189.625000
Splitting cluster 31 changes total score from -122494984.000000 to -122519040.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 32 (12378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Entering Unmasked Estep 
Score: -1996276.875000 Penalty: 2337.071533
	Iteration 0F: 2 clusters Score -1996277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1987016.625000 Penalty: 4674.143066
	Iteration 0F: 3 clusters Score -1987017 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1989895.375000 Penalty: 4674.143066
	Iteration 1F: 3 clusters Score -1989895 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1990291.375000 Penalty: 4674.143066
	Iteration 2F: 3 clusters Score -1990291 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1990617.000000 Penalty: 4674.143066
	Iteration 3F: 3 clusters Score -1990617 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1990887.500000 Penalty: 4674.143066
	Iteration 4Q: 3 clusters Score -1990888 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1991172.500000 Penalty: 4674.143066
	Iteration 5Q: 3 clusters Score -1991172 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1991451.250000 Penalty: 4674.143066
	Iteration 6Q: 3 clusters Score -1991451 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1991739.000000 Penalty: 4674.143066
	Iteration 7Q: 3 clusters Score -1991739 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1992030.375000 Penalty: 4674.143066
	Iteration 8Q: 3 clusters Score -1992030 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1992352.750000 Penalty: 4674.143066
	Iteration 9Q: 3 clusters Score -1992353 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1992690.125000 Penalty: 4674.143066
	Iteration 10Q: 3 clusters Score -1992690 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1993058.375000 Penalty: 4674.143066
	Iteration 11Q: 3 clusters Score -1993058 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1993399.625000 Penalty: 4674.143066
	Iteration 12Q: 3 clusters Score -1993400 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1993739.375000 Penalty: 4674.143066
	Iteration 13Q: 3 clusters Score -1993739 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1994015.250000 Penalty: 4674.143066
	Iteration 14Q: 3 clusters Score -1994015 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1994199.750000 Penalty: 4674.143066
	Iteration 15Q: 3 clusters Score -1994200 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1994308.875000 Penalty: 4674.143066
	Iteration 16Q: 3 clusters Score -1994309 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1994383.500000 Penalty: 4674.143066
	Iteration 17Q: 3 clusters Score -1994384 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1994435.500000 Penalty: 4674.143066
	Iteration 18Q: 3 clusters Score -1994436 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1994483.875000 Penalty: 4674.143066
	Iteration 19Q: 3 clusters Score -1994484 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1994520.000000 Penalty: 4674.143066
	Iteration 20F: 3 clusters Score -1994520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1994543.875000 Penalty: 4674.143066
	Iteration 21Q: 3 clusters Score -1994544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1994565.625000 Penalty: 4674.143066
	Iteration 22Q: 3 clusters Score -1994566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1994578.625000 Penalty: 4674.143066
	Iteration 23Q: 3 clusters Score -1994579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1994595.000000 Penalty: 4674.143066
	Iteration 24Q: 3 clusters Score -1994595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1994611.500000 Penalty: 4674.143066
	Iteration 25Q: 3 clusters Score -1994612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1994627.500000 Penalty: 4674.143066
	Iteration 26Q: 3 clusters Score -1994628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1994633.250000 Penalty: 4674.143066
	Iteration 27Q: 3 clusters Score -1994633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1994643.875000 Penalty: 4674.143066
	Iteration 28Q: 3 clusters Score -1994644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1994645.875000 Penalty: 4674.143066
	Iteration 29Q: 3 clusters Score -1994646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1994647.000000 Penalty: 4674.143066
	Iteration 30Q: 3 clusters Score -1994647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1994647.625000 Penalty: 4674.143066
	Iteration 31Q: 3 clusters Score -1994648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1994648.750000 Penalty: 4674.143066
	Iteration 32Q: 3 clusters Score -1994649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1994648.000000 Penalty: 4674.143066
	Iteration 33Q: 3 clusters Score -1994648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1994648.000000 Penalty: 4674.143066
	Iteration 34F: 3 clusters Score -1994648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Entering Unmasked Estep 
Score: -1607086.375000 Penalty: 2297.395508
	Iteration 0F: 2 clusters Score -1607086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1599108.000000 Penalty: 4594.791016
	Iteration 0F: 3 clusters Score -1599108 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1601885.875000 Penalty: 4594.791016
	Iteration 1F: 3 clusters Score -1601886 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1602785.250000 Penalty: 4594.791016
	Iteration 2F: 3 clusters Score -1602785 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1603517.875000 Penalty: 4594.791016
	Iteration 3F: 3 clusters Score -1603518 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1604024.375000 Penalty: 4594.791016
	Iteration 4F: 3 clusters Score -1604024 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1604378.000000 Penalty: 4594.791016
	Iteration 5F: 3 clusters Score -1604378 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1604656.500000 Penalty: 4594.791016
	Iteration 6Q: 3 clusters Score -1604656 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1604918.500000 Penalty: 4594.791016
	Iteration 7Q: 3 clusters Score -1604918 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1605158.875000 Penalty: 4594.791016
	Iteration 8Q: 3 clusters Score -1605159 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1605389.625000 Penalty: 4594.791016
	Iteration 9Q: 3 clusters Score -1605390 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1605659.500000 Penalty: 4594.791016
	Iteration 10Q: 3 clusters Score -1605660 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1605934.750000 Penalty: 4594.791016
	Iteration 11Q: 3 clusters Score -1605935 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1606162.250000 Penalty: 4594.791016
	Iteration 12Q: 3 clusters Score -1606162 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1606347.500000 Penalty: 4594.791016
	Iteration 13Q: 3 clusters Score -1606348 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1606504.875000 Penalty: 4594.791016
	Iteration 14Q: 3 clusters Score -1606505 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1606641.875000 Penalty: 4594.791016
	Iteration 15Q: 3 clusters Score -1606642 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1606775.000000 Penalty: 4594.791016
	Iteration 16Q: 3 clusters Score -1606775 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1606966.375000 Penalty: 4594.791016
	Iteration 17Q: 3 clusters Score -1606966 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1607292.750000 Penalty: 4594.791016
	Iteration 18Q: 3 clusters Score -1607293 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1607700.375000 Penalty: 4594.791016
	Iteration 19Q: 3 clusters Score -1607700 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1608139.375000 Penalty: 4594.791016
	Iteration 20F: 3 clusters Score -1608139 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1608382.000000 Penalty: 4594.791016
	Iteration 21Q: 3 clusters Score -1608382 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1608519.875000 Penalty: 4594.791016
	Iteration 22Q: 3 clusters Score -1608520 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1608594.125000 Penalty: 4594.791016
	Iteration 23Q: 3 clusters Score -1608594 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1608629.625000 Penalty: 4594.791016
	Iteration 24Q: 3 clusters Score -1608630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1608638.750000 Penalty: 4594.791016
	Iteration 25Q: 3 clusters Score -1608639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1608648.750000 Penalty: 4594.791016
	Iteration 26Q: 3 clusters Score -1608649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1608648.875000 Penalty: 4594.791016
	Iteration 27Q: 3 clusters Score -1608649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1608648.625000 Penalty: 4594.791016
	Iteration 28Q: 3 clusters Score -1608649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1608648.750000 Penalty: 4594.791016
	Iteration 29F: 3 clusters Score -1608649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1608651.125000 Penalty: 4594.791016
	Iteration 30Q: 3 clusters Score -1608651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1608649.625000 Penalty: 4594.791016
	Iteration 31Q: 3 clusters Score -1608650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1608649.625000 Penalty: 4594.791016
	Iteration 32F: 3 clusters Score -1608650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 136128 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 3804 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 44109 members 
Mstep: Class 14 contains 11192 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 19 contains 19453 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116195 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 267 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 16278 members 
Mstep: Class 30 contains 3158 members 
Mstep: Class 31 contains 62387 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 8440 members 
Mstep: Class 34 contains 19743 members 
Mstep: Class 35 contains 3398 members 
Mstep: Class 36 contains 560 members 
Mstep: Class 37 contains 14998 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 477 members 
Mstep: Class 40 contains 4401 members 
Mstep: Class 41 contains 3586 members 
Mstep: Class 42 contains 1729 members 
Mstep: Class 43 contains 3537 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 13597 members 
Mstep: Class 46 contains 419 members 
Mstep: Class 47 contains 42363 members 
Mstep: Class 48 contains 2508 members 
Mstep: Class 49 contains 10963 members 
Mstep: Class 50 contains 2108 members 
Entering Unmasked Estep 
Score: -122519296.000000 Penalty: 168560.843750
Splitting cluster 33 changes total score from -122494984.000000 to -122519296.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 34 (19743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Entering Unmasked Estep 
Score: -2864640.750000 Penalty: 2452.857422
	Iteration 0F: 2 clusters Score -2864641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2850694.000000 Penalty: 4905.714844
	Iteration 0F: 3 clusters Score -2850694 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2856050.250000 Penalty: 4905.714844
	Iteration 1F: 3 clusters Score -2856050 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2857134.000000 Penalty: 4905.714844
	Iteration 2F: 3 clusters Score -2857134 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2858198.750000 Penalty: 4905.714844
	Iteration 3F: 3 clusters Score -2858199 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2859095.000000 Penalty: 4905.714844
	Iteration 4F: 3 clusters Score -2859095 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2859873.750000 Penalty: 4905.714844
	Iteration 5F: 3 clusters Score -2859874 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2860524.500000 Penalty: 4905.714844
	Iteration 6F: 3 clusters Score -2860524 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2861112.750000 Penalty: 4905.714844
	Iteration 7Q: 3 clusters Score -2861113 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2861653.000000 Penalty: 4905.714844
	Iteration 8Q: 3 clusters Score -2861653 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2862121.000000 Penalty: 4905.714844
	Iteration 9Q: 3 clusters Score -2862121 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2862576.500000 Penalty: 4905.714844
	Iteration 10Q: 3 clusters Score -2862576 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2863134.000000 Penalty: 4905.714844
	Iteration 11Q: 3 clusters Score -2863134 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2863512.000000 Penalty: 4905.714844
	Iteration 12Q: 3 clusters Score -2863512 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2863711.250000 Penalty: 4905.714844
	Iteration 13Q: 3 clusters Score -2863711 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2863851.500000 Penalty: 4905.714844
	Iteration 14Q: 3 clusters Score -2863852 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2863984.000000 Penalty: 4905.714844
	Iteration 15Q: 3 clusters Score -2863984 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2864095.000000 Penalty: 4905.714844
	Iteration 16Q: 3 clusters Score -2864095 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2864199.000000 Penalty: 4905.714844
	Iteration 17Q: 3 clusters Score -2864199 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2864288.750000 Penalty: 4905.714844
	Iteration 18Q: 3 clusters Score -2864289 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2864335.250000 Penalty: 4905.714844
	Iteration 19Q: 3 clusters Score -2864335 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2864389.500000 Penalty: 4905.714844
	Iteration 20F: 3 clusters Score -2864390 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2864419.250000 Penalty: 4905.714844
	Iteration 21Q: 3 clusters Score -2864419 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2864435.250000 Penalty: 4905.714844
	Iteration 22Q: 3 clusters Score -2864435 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2864449.250000 Penalty: 4905.714844
	Iteration 23Q: 3 clusters Score -2864449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2864457.250000 Penalty: 4905.714844
	Iteration 24Q: 3 clusters Score -2864457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2864460.000000 Penalty: 4905.714844
	Iteration 25Q: 3 clusters Score -2864460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2864462.500000 Penalty: 4905.714844
	Iteration 26Q: 3 clusters Score -2864462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2864462.500000 Penalty: 4905.714844
	Iteration 27Q: 3 clusters Score -2864462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2864464.500000 Penalty: 4905.714844
	Iteration 28Q: 3 clusters Score -2864464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2864467.250000 Penalty: 4905.714844
	Iteration 29Q: 3 clusters Score -2864467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2864467.500000 Penalty: 4905.714844
	Iteration 30Q: 3 clusters Score -2864468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2864466.250000 Penalty: 4905.714844
	Iteration 31Q: 3 clusters Score -2864466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2864475.250000 Penalty: 4905.714844
	Iteration 32Q: 3 clusters Score -2864475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2864480.500000 Penalty: 4905.714844
	Iteration 33Q: 3 clusters Score -2864480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2864479.250000 Penalty: 4905.714844
	Iteration 34Q: 3 clusters Score -2864479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2864484.500000 Penalty: 4905.714844
	Iteration 35Q: 3 clusters Score -2864484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2864485.500000 Penalty: 4905.714844
	Iteration 36Q: 3 clusters Score -2864486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2864483.250000 Penalty: 4905.714844
	Iteration 37Q: 3 clusters Score -2864483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2864483.750000 Penalty: 4905.714844
	Iteration 38Q: 3 clusters Score -2864484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2864480.250000 Penalty: 4905.714844
	Iteration 39Q: 3 clusters Score -2864480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2864474.000000 Penalty: 4905.714844
	Iteration 40F: 3 clusters Score -2864474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2864478.500000 Penalty: 4905.714844
	Iteration 41Q: 3 clusters Score -2864478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2864476.750000 Penalty: 4905.714844
	Iteration 42Q: 3 clusters Score -2864477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2864485.750000 Penalty: 4905.714844
	Iteration 43Q: 3 clusters Score -2864486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2864491.750000 Penalty: 4905.714844
	Iteration 44Q: 3 clusters Score -2864492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2864491.250000 Penalty: 4905.714844
	Iteration 45Q: 3 clusters Score -2864491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2864487.750000 Penalty: 4905.714844
	Iteration 46Q: 3 clusters Score -2864488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2864492.750000 Penalty: 4905.714844
	Iteration 47Q: 3 clusters Score -2864493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2864491.250000 Penalty: 4905.714844
	Iteration 48Q: 3 clusters Score -2864491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2864498.500000 Penalty: 4905.714844
	Iteration 49Q: 3 clusters Score -2864498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2864494.250000 Penalty: 4905.714844
	Iteration 50Q: 3 clusters Score -2864494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2864493.500000 Penalty: 4905.714844
	Iteration 51Q: 3 clusters Score -2864494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2864487.250000 Penalty: 4905.714844
	Iteration 52Q: 3 clusters Score -2864487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2864488.750000 Penalty: 4905.714844
	Iteration 53Q: 3 clusters Score -2864489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2864490.750000 Penalty: 4905.714844
	Iteration 54Q: 3 clusters Score -2864491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2864490.250000 Penalty: 4905.714844
	Iteration 55Q: 3 clusters Score -2864490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2864486.250000 Penalty: 4905.714844
	Iteration 56Q: 3 clusters Score -2864486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2864487.750000 Penalty: 4905.714844
	Iteration 57Q: 3 clusters Score -2864488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2864486.250000 Penalty: 4905.714844
	Iteration 58Q: 3 clusters Score -2864486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2864488.250000 Penalty: 4905.714844
	Iteration 59Q: 3 clusters Score -2864488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2864500.500000 Penalty: 4905.714844
	Iteration 60F: 3 clusters Score -2864500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2864498.500000 Penalty: 4905.714844
	Iteration 61Q: 3 clusters Score -2864498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2864505.500000 Penalty: 4905.714844
	Iteration 62Q: 3 clusters Score -2864506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2864499.750000 Penalty: 4905.714844
	Iteration 63Q: 3 clusters Score -2864500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2864515.500000 Penalty: 4905.714844
	Iteration 64Q: 3 clusters Score -2864516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2864519.000000 Penalty: 4905.714844
	Iteration 65Q: 3 clusters Score -2864519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2864515.750000 Penalty: 4905.714844
	Iteration 66Q: 3 clusters Score -2864516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2864514.250000 Penalty: 4905.714844
	Iteration 67Q: 3 clusters Score -2864514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2864512.500000 Penalty: 4905.714844
	Iteration 68Q: 3 clusters Score -2864512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2864515.750000 Penalty: 4905.714844
	Iteration 69Q: 3 clusters Score -2864516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2864519.250000 Penalty: 4905.714844
	Iteration 70Q: 3 clusters Score -2864519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2864517.500000 Penalty: 4905.714844
	Iteration 71Q: 3 clusters Score -2864518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2864519.000000 Penalty: 4905.714844
	Iteration 72Q: 3 clusters Score -2864519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2864522.000000 Penalty: 4905.714844
	Iteration 73Q: 3 clusters Score -2864522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2864526.750000 Penalty: 4905.714844
	Iteration 74Q: 3 clusters Score -2864527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2864530.250000 Penalty: 4905.714844
	Iteration 75Q: 3 clusters Score -2864530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2864525.250000 Penalty: 4905.714844
	Iteration 76Q: 3 clusters Score -2864525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2864530.000000 Penalty: 4905.714844
	Iteration 77Q: 3 clusters Score -2864530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2864525.750000 Penalty: 4905.714844
	Iteration 78Q: 3 clusters Score -2864526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2864530.250000 Penalty: 4905.714844
	Iteration 79Q: 3 clusters Score -2864530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2864528.000000 Penalty: 4905.714844
	Iteration 80F: 3 clusters Score -2864528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2864526.500000 Penalty: 4905.714844
	Iteration 81Q: 3 clusters Score -2864526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2864526.250000 Penalty: 4905.714844
	Iteration 82Q: 3 clusters Score -2864526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2864528.500000 Penalty: 4905.714844
	Iteration 83Q: 3 clusters Score -2864528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2864527.750000 Penalty: 4905.714844
	Iteration 84Q: 3 clusters Score -2864528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2864530.000000 Penalty: 4905.714844
	Iteration 85Q: 3 clusters Score -2864530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2864530.000000 Penalty: 4905.714844
	Iteration 86F: 3 clusters Score -2864530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -517368.062500 Penalty: 2016.473755
	Iteration 0F: 2 clusters Score -517368.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -513876.718750 Penalty: 4032.947510
	Iteration 0F: 3 clusters Score -513876.7 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -514732.593750 Penalty: 4032.947510
	Iteration 1F: 3 clusters Score -514732.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -515127.437500 Penalty: 4032.947510
	Iteration 2F: 3 clusters Score -515127.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -515632.125000 Penalty: 4032.947510
	Iteration 3F: 3 clusters Score -515632.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -516152.218750 Penalty: 4032.947510
	Iteration 4F: 3 clusters Score -516152.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -516524.625000 Penalty: 4032.947510
	Iteration 5F: 3 clusters Score -516524.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -516709.812500 Penalty: 4032.947510
	Iteration 6Q: 3 clusters Score -516709.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -516815.062500 Penalty: 4032.947510
	Iteration 7Q: 3 clusters Score -516815.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -516882.312500 Penalty: 4032.947510
	Iteration 8Q: 3 clusters Score -516882.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -516911.062500 Penalty: 4032.947510
	Iteration 9Q: 3 clusters Score -516911.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -516924.343750 Penalty: 4032.947510
	Iteration 10Q: 3 clusters Score -516924.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -516935.812500 Penalty: 4032.947510
	Iteration 11Q: 3 clusters Score -516935.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -516943.187500 Penalty: 4032.947510
	Iteration 12Q: 3 clusters Score -516943.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -516950.031250 Penalty: 4032.947510
	Iteration 13Q: 3 clusters Score -516950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -516956.656250 Penalty: 4032.947510
	Iteration 14Q: 3 clusters Score -516956.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -516965.687500 Penalty: 4032.947510
	Iteration 15Q: 3 clusters Score -516965.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -516968.750000 Penalty: 4032.947510
	Iteration 16Q: 3 clusters Score -516968.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -516971.093750 Penalty: 4032.947510
	Iteration 17Q: 3 clusters Score -516971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -516973.187500 Penalty: 4032.947510
	Iteration 18Q: 3 clusters Score -516973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -516974.281250 Penalty: 4032.947510
	Iteration 19Q: 3 clusters Score -516974.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -516975.343750 Penalty: 4032.947510
	Iteration 20F: 3 clusters Score -516975.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -516977.000000 Penalty: 4032.947510
	Iteration 21Q: 3 clusters Score -516977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -516976.375000 Penalty: 4032.947510
	Iteration 22Q: 3 clusters Score -516976.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -516977.656250 Penalty: 4032.947510
	Iteration 23Q: 3 clusters Score -516977.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -516977.656250 Penalty: 4032.947510
	Iteration 24F: 3 clusters Score -516977.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36873 members 
Mstep: Class 3 contains 136128 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 3749 members 
Mstep: Class 8 contains 6198 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 16599 members 
Mstep: Class 11 contains 3804 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 44109 members 
Mstep: Class 14 contains 11192 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 4978 members 
Mstep: Class 18 contains 8337 members 
Mstep: Class 19 contains 19453 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 116195 members 
Mstep: Class 23 contains 6366 members 
Mstep: Class 24 contains 267 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 10575 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 10119 members 
Mstep: Class 29 contains 16278 members 
Mstep: Class 30 contains 3158 members 
Mstep: Class 31 contains 62387 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 8440 members 
Mstep: Class 34 contains 19743 members 
Mstep: Class 35 contains 3398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122528264.000000 Penalty: 168560.843750
Iteration 79Q: 51 clusters Score -1.225283e+08 nChanged 14581
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 36743 members 
Mstep: Class 3 contains 136319 members 
Mstep: Class 4 contains 27281 members 
Mstep: Class 5 contains 7496 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 3698 members 
Mstep: Class 8 contains 6260 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 16509 members 
Mstep: Class 11 contains 4067 members 
Mstep: Class 12 contains 4537 members 
Mstep: Class 13 contains 43963 members 
Mstep: Class 14 contains 11746 members 
Mstep: Class 15 contains 15911 members 
Mstep: Class 16 contains 65267 members 
Mstep: Class 17 contains 4980 members 
Mstep: Class 18 contains 8209 members 
Mstep: Class 19 contains 20219 members 
Mstep: Class 20 contains 3322 members 
Mstep: Class 21 contains 6900 members 
Mstep: Class 22 contains 116562 members 
Mstep: Class 23 contains 6346 members 
Mstep: Class 24 contains 269 members 
Mstep: Class 25 contains 6223 members 
Mstep: Class 26 contains 10480 members 
Mstep: Class 27 contains 519 members 
Mstep: Class 28 contains 10127 members 
Mstep: Class 29 contains 16581 members 
Mstep: Class 30 contains 3293 members 
Mstep: Class 31 contains 62336 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 8892 members 
Mstep: Class 34 contains 20243 members 
Mstep: Class 35 contains 3388 members 
Mstep: Class 36 contains 561 members 
Mstep: Class 37 contains 14903 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 466 members 
Mstep: Class 40 contains 4363 members 
Mstep: Class 41 contains 3514 members 
Mstep: Class 42 contains 1671 members 
Mstep: Class 43 contains 3373 members 
Mstep: Class 44 contains 324 members 
Mstep: Class 45 contains 12777 members 
Mstep: Class 46 contains 418 members 
Mstep: Class 47 contains 41050 members 
Mstep: Class 48 contains 2316 members 
Mstep: Class 49 contains 10381 members 
Mstep: Class 50 contains 2016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122536584.000000 Penalty: 168560.843750
Iteration 80F: 51 clusters Score -1.225366e+08 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 36532 members 
Mstep: Class 3 contains 135450 members 
Mstep: Class 4 contains 27198 members 
Mstep: Class 5 contains 7424 members 
Mstep: Class 6 contains 645 members 
Mstep: Class 7 contains 3672 members 
Mstep: Class 8 contains 6262 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 16250 members 
Mstep: Class 11 contains 4279 members 
Mstep: Class 12 contains 4442 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 11573 members 
Mstep: Class 15 contains 15515 members 
Mstep: Class 16 contains 64984 members 
Mstep: Class 17 contains 4965 members 
Mstep: Class 18 contains 8068 members 
Mstep: Class 19 contains 20512 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 6939 members 
Mstep: Class 22 contains 116326 members 
Mstep: Class 23 contains 6332 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6170 members 
Mstep: Class 26 contains 10147 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 10129 members 
Mstep: Class 29 contains 16665 members 
Mstep: Class 30 contains 3325 members 
Mstep: Class 31 contains 62018 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 9092 members 
Mstep: Class 34 contains 20189 members 
Mstep: Class 35 contains 3314 members 
Mstep: Class 36 contains 572 members 
Mstep: Class 37 contains 15882 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 530 members 
Mstep: Class 40 contains 4753 members 
Mstep: Class 41 contains 3546 members 
Mstep: Class 42 contains 1898 members 
Mstep: Class 43 contains 3675 members 
Mstep: Class 44 contains 338 members 
Mstep: Class 45 contains 13280 members 
Mstep: Class 46 contains 416 members 
Mstep: Class 47 contains 41404 members 
Mstep: Class 48 contains 2368 members 
Mstep: Class 49 contains 11350 members 
Mstep: Class 50 contains 2134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122540024.000000 Penalty: 168560.843750
Iteration 81Q: 51 clusters Score -1.2254e+08 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 36345 members 
Mstep: Class 3 contains 134836 members 
Mstep: Class 4 contains 27140 members 
Mstep: Class 5 contains 7366 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 3652 members 
Mstep: Class 8 contains 6259 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 16097 members 
Mstep: Class 11 contains 4427 members 
Mstep: Class 12 contains 4408 members 
Mstep: Class 13 contains 41818 members 
Mstep: Class 14 contains 11403 members 
Mstep: Class 15 contains 15351 members 
Mstep: Class 16 contains 64793 members 
Mstep: Class 17 contains 4956 members 
Mstep: Class 18 contains 7961 members 
Mstep: Class 19 contains 20950 members 
Mstep: Class 20 contains 3460 members 
Mstep: Class 21 contains 6962 members 
Mstep: Class 22 contains 116069 members 
Mstep: Class 23 contains 6326 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6176 members 
Mstep: Class 26 contains 9910 members 
Mstep: Class 27 contains 522 members 
Mstep: Class 28 contains 10131 members 
Mstep: Class 29 contains 16780 members 
Mstep: Class 30 contains 3341 members 
Mstep: Class 31 contains 61781 members 
Mstep: Class 32 contains 12383 members 
Mstep: Class 33 contains 9242 members 
Mstep: Class 34 contains 20251 members 
Mstep: Class 35 contains 3277 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 16424 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 555 members 
Mstep: Class 40 contains 5039 members 
Mstep: Class 41 contains 3569 members 
Mstep: Class 42 contains 2023 members 
Mstep: Class 43 contains 3839 members 
Mstep: Class 44 contains 343 members 
Mstep: Class 45 contains 13556 members 
Mstep: Class 46 contains 415 members 
Mstep: Class 47 contains 41557 members 
Mstep: Class 48 contains 2378 members 
Mstep: Class 49 contains 12112 members 
Mstep: Class 50 contains 2179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122542536.000000 Penalty: 168560.843750
Iteration 82Q: 51 clusters Score -1.225425e+08 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 36173 members 
Mstep: Class 3 contains 134380 members 
Mstep: Class 4 contains 27088 members 
Mstep: Class 5 contains 7318 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 6264 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 16016 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 4384 members 
Mstep: Class 13 contains 41032 members 
Mstep: Class 14 contains 11215 members 
Mstep: Class 15 contains 15225 members 
Mstep: Class 16 contains 64647 members 
Mstep: Class 17 contains 4952 members 
Mstep: Class 18 contains 7861 members 
Mstep: Class 19 contains 21370 members 
Mstep: Class 20 contains 3518 members 
Mstep: Class 21 contains 6981 members 
Mstep: Class 22 contains 115808 members 
Mstep: Class 23 contains 6325 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6196 members 
Mstep: Class 26 contains 9722 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10128 members 
Mstep: Class 29 contains 16876 members 
Mstep: Class 30 contains 3346 members 
Mstep: Class 31 contains 61600 members 
Mstep: Class 32 contains 12384 members 
Mstep: Class 33 contains 9401 members 
Mstep: Class 34 contains 20310 members 
Mstep: Class 35 contains 3257 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 16765 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 573 members 
Mstep: Class 40 contains 5303 members 
Mstep: Class 41 contains 3589 members 
Mstep: Class 42 contains 2118 members 
Mstep: Class 43 contains 3968 members 
Mstep: Class 44 contains 347 members 
Mstep: Class 45 contains 13782 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41634 members 
Mstep: Class 48 contains 2390 members 
Mstep: Class 49 contains 12780 members 
Mstep: Class 50 contains 2207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122543848.000000 Penalty: 168560.843750
Iteration 83Q: 51 clusters Score -1.225438e+08 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 36012 members 
Mstep: Class 3 contains 134049 members 
Mstep: Class 4 contains 27041 members 
Mstep: Class 5 contains 7274 members 
Mstep: Class 6 contains 635 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 6273 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15943 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 4379 members 
Mstep: Class 13 contains 40340 members 
Mstep: Class 14 contains 11012 members 
Mstep: Class 15 contains 15070 members 
Mstep: Class 16 contains 64511 members 
Mstep: Class 17 contains 4951 members 
Mstep: Class 18 contains 7794 members 
Mstep: Class 19 contains 21782 members 
Mstep: Class 20 contains 3564 members 
Mstep: Class 21 contains 6988 members 
Mstep: Class 22 contains 115529 members 
Mstep: Class 23 contains 6326 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6204 members 
Mstep: Class 26 contains 9587 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10130 members 
Mstep: Class 29 contains 16972 members 
Mstep: Class 30 contains 3344 members 
Mstep: Class 31 contains 61458 members 
Mstep: Class 32 contains 12382 members 
Mstep: Class 33 contains 9517 members 
Mstep: Class 34 contains 20345 members 
Mstep: Class 35 contains 3231 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17026 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 587 members 
Mstep: Class 40 contains 5548 members 
Mstep: Class 41 contains 3601 members 
Mstep: Class 42 contains 2213 members 
Mstep: Class 43 contains 4060 members 
Mstep: Class 44 contains 348 members 
Mstep: Class 45 contains 13995 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41668 members 
Mstep: Class 48 contains 2410 members 
Mstep: Class 49 contains 13432 members 
Mstep: Class 50 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122544872.000000 Penalty: 168560.843750
Iteration 84Q: 51 clusters Score -1.225449e+08 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35880 members 
Mstep: Class 3 contains 133669 members 
Mstep: Class 4 contains 27005 members 
Mstep: Class 5 contains 7241 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 6285 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15887 members 
Mstep: Class 11 contains 4736 members 
Mstep: Class 12 contains 4367 members 
Mstep: Class 13 contains 39721 members 
Mstep: Class 14 contains 10826 members 
Mstep: Class 15 contains 14955 members 
Mstep: Class 16 contains 64436 members 
Mstep: Class 17 contains 4950 members 
Mstep: Class 18 contains 7736 members 
Mstep: Class 19 contains 22209 members 
Mstep: Class 20 contains 3616 members 
Mstep: Class 21 contains 7002 members 
Mstep: Class 22 contains 115260 members 
Mstep: Class 23 contains 6321 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 9482 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10129 members 
Mstep: Class 29 contains 17059 members 
Mstep: Class 30 contains 3342 members 
Mstep: Class 31 contains 61323 members 
Mstep: Class 32 contains 12382 members 
Mstep: Class 33 contains 9633 members 
Mstep: Class 34 contains 20385 members 
Mstep: Class 35 contains 3214 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17223 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 601 members 
Mstep: Class 40 contains 5756 members 
Mstep: Class 41 contains 3607 members 
Mstep: Class 42 contains 2304 members 
Mstep: Class 43 contains 4137 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 14161 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41693 members 
Mstep: Class 48 contains 2422 members 
Mstep: Class 49 contains 14030 members 
Mstep: Class 50 contains 2260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122546536.000000 Penalty: 168560.843750
Iteration 85Q: 51 clusters Score -1.225465e+08 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 35769 members 
Mstep: Class 3 contains 133249 members 
Mstep: Class 4 contains 26974 members 
Mstep: Class 5 contains 7199 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 6295 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15850 members 
Mstep: Class 11 contains 4781 members 
Mstep: Class 12 contains 4353 members 
Mstep: Class 13 contains 39161 members 
Mstep: Class 14 contains 10639 members 
Mstep: Class 15 contains 14878 members 
Mstep: Class 16 contains 64409 members 
Mstep: Class 17 contains 4951 members 
Mstep: Class 18 contains 7698 members 
Mstep: Class 19 contains 22600 members 
Mstep: Class 20 contains 3657 members 
Mstep: Class 21 contains 7014 members 
Mstep: Class 22 contains 115008 members 
Mstep: Class 23 contains 6320 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6229 members 
Mstep: Class 26 contains 9397 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10131 members 
Mstep: Class 29 contains 17144 members 
Mstep: Class 30 contains 3345 members 
Mstep: Class 31 contains 61221 members 
Mstep: Class 32 contains 12382 members 
Mstep: Class 33 contains 9717 members 
Mstep: Class 34 contains 20427 members 
Mstep: Class 35 contains 3200 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17361 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 630 members 
Mstep: Class 40 contains 5958 members 
Mstep: Class 41 contains 3606 members 
Mstep: Class 42 contains 2382 members 
Mstep: Class 43 contains 4207 members 
Mstep: Class 44 contains 350 members 
Mstep: Class 45 contains 14311 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41698 members 
Mstep: Class 48 contains 2446 members 
Mstep: Class 49 contains 14589 members 
Mstep: Class 50 contains 2278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122547920.000000 Penalty: 168560.843750
Iteration 86Q: 51 clusters Score -1.225479e+08 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 35639 members 
Mstep: Class 3 contains 132858 members 
Mstep: Class 4 contains 26957 members 
Mstep: Class 5 contains 7164 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 6304 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15822 members 
Mstep: Class 11 contains 4830 members 
Mstep: Class 12 contains 4337 members 
Mstep: Class 13 contains 38687 members 
Mstep: Class 14 contains 10452 members 
Mstep: Class 15 contains 14789 members 
Mstep: Class 16 contains 64452 members 
Mstep: Class 17 contains 4948 members 
Mstep: Class 18 contains 7658 members 
Mstep: Class 19 contains 22961 members 
Mstep: Class 20 contains 3691 members 
Mstep: Class 21 contains 7023 members 
Mstep: Class 22 contains 114764 members 
Mstep: Class 23 contains 6315 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6242 members 
Mstep: Class 26 contains 9343 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10128 members 
Mstep: Class 29 contains 17216 members 
Mstep: Class 30 contains 3348 members 
Mstep: Class 31 contains 61112 members 
Mstep: Class 32 contains 12383 members 
Mstep: Class 33 contains 9789 members 
Mstep: Class 34 contains 20458 members 
Mstep: Class 35 contains 3185 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17455 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 645 members 
Mstep: Class 40 contains 6155 members 
Mstep: Class 41 contains 3608 members 
Mstep: Class 42 contains 2464 members 
Mstep: Class 43 contains 4268 members 
Mstep: Class 44 contains 351 members 
Mstep: Class 45 contains 14435 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41704 members 
Mstep: Class 48 contains 2473 members 
Mstep: Class 49 contains 15105 members 
Mstep: Class 50 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122548856.000000 Penalty: 168560.843750
Iteration 87Q: 51 clusters Score -1.225489e+08 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 35531 members 
Mstep: Class 3 contains 132448 members 
Mstep: Class 4 contains 26940 members 
Mstep: Class 5 contains 7133 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 6309 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15803 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 4332 members 
Mstep: Class 13 contains 38265 members 
Mstep: Class 14 contains 10273 members 
Mstep: Class 15 contains 14699 members 
Mstep: Class 16 contains 64583 members 
Mstep: Class 17 contains 4947 members 
Mstep: Class 18 contains 7621 members 
Mstep: Class 19 contains 23309 members 
Mstep: Class 20 contains 3719 members 
Mstep: Class 21 contains 7037 members 
Mstep: Class 22 contains 114512 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6248 members 
Mstep: Class 26 contains 9307 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10131 members 
Mstep: Class 29 contains 17288 members 
Mstep: Class 30 contains 3351 members 
Mstep: Class 31 contains 60973 members 
Mstep: Class 32 contains 12383 members 
Mstep: Class 33 contains 9859 members 
Mstep: Class 34 contains 20483 members 
Mstep: Class 35 contains 3179 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17531 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 658 members 
Mstep: Class 40 contains 6338 members 
Mstep: Class 41 contains 3607 members 
Mstep: Class 42 contains 2537 members 
Mstep: Class 43 contains 4322 members 
Mstep: Class 44 contains 351 members 
Mstep: Class 45 contains 14536 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41677 members 
Mstep: Class 48 contains 2507 members 
Mstep: Class 49 contains 15588 members 
Mstep: Class 50 contains 2310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122550040.000000 Penalty: 168560.843750
Iteration 88Q: 51 clusters Score -1.2255e+08 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 35440 members 
Mstep: Class 3 contains 132028 members 
Mstep: Class 4 contains 26922 members 
Mstep: Class 5 contains 7105 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 6316 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15792 members 
Mstep: Class 11 contains 4901 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 37869 members 
Mstep: Class 14 contains 10120 members 
Mstep: Class 15 contains 14636 members 
Mstep: Class 16 contains 64741 members 
Mstep: Class 17 contains 4946 members 
Mstep: Class 18 contains 7594 members 
Mstep: Class 19 contains 23662 members 
Mstep: Class 20 contains 3744 members 
Mstep: Class 21 contains 7056 members 
Mstep: Class 22 contains 114279 members 
Mstep: Class 23 contains 6314 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6250 members 
Mstep: Class 26 contains 9262 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10135 members 
Mstep: Class 29 contains 17345 members 
Mstep: Class 30 contains 3352 members 
Mstep: Class 31 contains 60847 members 
Mstep: Class 32 contains 12383 members 
Mstep: Class 33 contains 9904 members 
Mstep: Class 34 contains 20507 members 
Mstep: Class 35 contains 3177 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17600 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 670 members 
Mstep: Class 40 contains 6510 members 
Mstep: Class 41 contains 3610 members 
Mstep: Class 42 contains 2612 members 
Mstep: Class 43 contains 4365 members 
Mstep: Class 44 contains 351 members 
Mstep: Class 45 contains 14636 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41669 members 
Mstep: Class 48 contains 2536 members 
Mstep: Class 49 contains 15996 members 
Mstep: Class 50 contains 2323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122550688.000000 Penalty: 168560.843750
Iteration 89Q: 51 clusters Score -1.225507e+08 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 35367 members 
Mstep: Class 3 contains 131653 members 
Mstep: Class 4 contains 26902 members 
Mstep: Class 5 contains 7089 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 6320 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15785 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 4307 members 
Mstep: Class 13 contains 37464 members 
Mstep: Class 14 contains 9983 members 
Mstep: Class 15 contains 14587 members 
Mstep: Class 16 contains 64916 members 
Mstep: Class 17 contains 4944 members 
Mstep: Class 18 contains 7562 members 
Mstep: Class 19 contains 24027 members 
Mstep: Class 20 contains 3762 members 
Mstep: Class 21 contains 7070 members 
Mstep: Class 22 contains 114043 members 
Mstep: Class 23 contains 6307 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6252 members 
Mstep: Class 26 contains 9215 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10134 members 
Mstep: Class 29 contains 17390 members 
Mstep: Class 30 contains 3351 members 
Mstep: Class 31 contains 60688 members 
Mstep: Class 32 contains 12383 members 
Mstep: Class 33 contains 9953 members 
Mstep: Class 34 contains 20529 members 
Mstep: Class 35 contains 3174 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17666 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 683 members 
Mstep: Class 40 contains 6697 members 
Mstep: Class 41 contains 3611 members 
Mstep: Class 42 contains 2686 members 
Mstep: Class 43 contains 4414 members 
Mstep: Class 44 contains 351 members 
Mstep: Class 45 contains 14727 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41660 members 
Mstep: Class 48 contains 2555 members 
Mstep: Class 49 contains 16349 members 
Mstep: Class 50 contains 2337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122551592.000000 Penalty: 168560.843750
Iteration 90Q: 51 clusters Score -1.225516e+08 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 35307 members 
Mstep: Class 3 contains 131308 members 
Mstep: Class 4 contains 26878 members 
Mstep: Class 5 contains 7074 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3614 members 
Mstep: Class 8 contains 6329 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15777 members 
Mstep: Class 11 contains 4965 members 
Mstep: Class 12 contains 4297 members 
Mstep: Class 13 contains 37068 members 
Mstep: Class 14 contains 9866 members 
Mstep: Class 15 contains 14520 members 
Mstep: Class 16 contains 65086 members 
Mstep: Class 17 contains 4941 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 24369 members 
Mstep: Class 20 contains 3770 members 
Mstep: Class 21 contains 7085 members 
Mstep: Class 22 contains 113819 members 
Mstep: Class 23 contains 6309 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6259 members 
Mstep: Class 26 contains 9173 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10133 members 
Mstep: Class 29 contains 17428 members 
Mstep: Class 30 contains 3350 members 
Mstep: Class 31 contains 60537 members 
Mstep: Class 32 contains 12384 members 
Mstep: Class 33 contains 10011 members 
Mstep: Class 34 contains 20529 members 
Mstep: Class 35 contains 3172 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17716 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 694 members 
Mstep: Class 40 contains 6864 members 
Mstep: Class 41 contains 3613 members 
Mstep: Class 42 contains 2742 members 
Mstep: Class 43 contains 4465 members 
Mstep: Class 44 contains 351 members 
Mstep: Class 45 contains 14853 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41639 members 
Mstep: Class 48 contains 2579 members 
Mstep: Class 49 contains 16688 members 
Mstep: Class 50 contains 2348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122552360.000000 Penalty: 168560.843750
Iteration 91Q: 51 clusters Score -1.225524e+08 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 35241 members 
Mstep: Class 3 contains 130967 members 
Mstep: Class 4 contains 26861 members 
Mstep: Class 5 contains 7049 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 6338 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15767 members 
Mstep: Class 11 contains 4986 members 
Mstep: Class 12 contains 4286 members 
Mstep: Class 13 contains 36665 members 
Mstep: Class 14 contains 9772 members 
Mstep: Class 15 contains 14489 members 
Mstep: Class 16 contains 65263 members 
Mstep: Class 17 contains 4940 members 
Mstep: Class 18 contains 7511 members 
Mstep: Class 19 contains 24718 members 
Mstep: Class 20 contains 3772 members 
Mstep: Class 21 contains 7101 members 
Mstep: Class 22 contains 113623 members 
Mstep: Class 23 contains 6307 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6257 members 
Mstep: Class 26 contains 9117 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10132 members 
Mstep: Class 29 contains 17452 members 
Mstep: Class 30 contains 3348 members 
Mstep: Class 31 contains 60374 members 
Mstep: Class 32 contains 12383 members 
Mstep: Class 33 contains 10073 members 
Mstep: Class 34 contains 20520 members 
Mstep: Class 35 contains 3166 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17764 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 709 members 
Mstep: Class 40 contains 7043 members 
Mstep: Class 41 contains 3616 members 
Mstep: Class 42 contains 2810 members 
Mstep: Class 43 contains 4511 members 
Mstep: Class 44 contains 351 members 
Mstep: Class 45 contains 14950 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41628 members 
Mstep: Class 48 contains 2609 members 
Mstep: Class 49 contains 17003 members 
Mstep: Class 50 contains 2360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122552896.000000 Penalty: 168560.843750
Iteration 92Q: 51 clusters Score -1.225529e+08 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 35168 members 
Mstep: Class 3 contains 130608 members 
Mstep: Class 4 contains 26851 members 
Mstep: Class 5 contains 7034 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 6345 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15752 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 12 contains 4271 members 
Mstep: Class 13 contains 36313 members 
Mstep: Class 14 contains 9689 members 
Mstep: Class 15 contains 14452 members 
Mstep: Class 16 contains 65456 members 
Mstep: Class 17 contains 4940 members 
Mstep: Class 18 contains 7492 members 
Mstep: Class 19 contains 25053 members 
Mstep: Class 20 contains 3785 members 
Mstep: Class 21 contains 7110 members 
Mstep: Class 22 contains 113423 members 
Mstep: Class 23 contains 6303 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6262 members 
Mstep: Class 26 contains 9075 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10130 members 
Mstep: Class 29 contains 17469 members 
Mstep: Class 30 contains 3347 members 
Mstep: Class 31 contains 60218 members 
Mstep: Class 32 contains 12383 members 
Mstep: Class 33 contains 10122 members 
Mstep: Class 34 contains 20502 members 
Mstep: Class 35 contains 3165 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 715 members 
Mstep: Class 40 contains 7205 members 
Mstep: Class 41 contains 3621 members 
Mstep: Class 42 contains 2866 members 
Mstep: Class 43 contains 4564 members 
Mstep: Class 44 contains 351 members 
Mstep: Class 45 contains 15052 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41625 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 17302 members 
Mstep: Class 50 contains 2375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122553384.000000 Penalty: 168560.843750
Iteration 93Q: 51 clusters Score -1.225534e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 35093 members 
Mstep: Class 3 contains 130265 members 
Mstep: Class 4 contains 26826 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 6354 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15738 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 4260 members 
Mstep: Class 13 contains 35965 members 
Mstep: Class 14 contains 9632 members 
Mstep: Class 15 contains 14415 members 
Mstep: Class 16 contains 65670 members 
Mstep: Class 17 contains 4940 members 
Mstep: Class 18 contains 7476 members 
Mstep: Class 19 contains 25344 members 
Mstep: Class 20 contains 3798 members 
Mstep: Class 21 contains 7123 members 
Mstep: Class 22 contains 113249 members 
Mstep: Class 23 contains 6300 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6263 members 
Mstep: Class 26 contains 9049 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10125 members 
Mstep: Class 29 contains 17489 members 
Mstep: Class 30 contains 3348 members 
Mstep: Class 31 contains 60055 members 
Mstep: Class 32 contains 12383 members 
Mstep: Class 33 contains 10155 members 
Mstep: Class 34 contains 20493 members 
Mstep: Class 35 contains 3162 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17829 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 718 members 
Mstep: Class 40 contains 7383 members 
Mstep: Class 41 contains 3622 members 
Mstep: Class 42 contains 2935 members 
Mstep: Class 43 contains 4598 members 
Mstep: Class 44 contains 351 members 
Mstep: Class 45 contains 15170 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41621 members 
Mstep: Class 48 contains 2661 members 
Mstep: Class 49 contains 17545 members 
Mstep: Class 50 contains 2393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122553720.000000 Penalty: 168560.843750
Iteration 94Q: 51 clusters Score -1.225537e+08 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 35032 members 
Mstep: Class 3 contains 129914 members 
Mstep: Class 4 contains 26815 members 
Mstep: Class 5 contains 7007 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3610 members 
Mstep: Class 8 contains 6358 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15738 members 
Mstep: Class 11 contains 5029 members 
Mstep: Class 12 contains 4252 members 
Mstep: Class 13 contains 35644 members 
Mstep: Class 14 contains 9587 members 
Mstep: Class 15 contains 14379 members 
Mstep: Class 16 contains 65896 members 
Mstep: Class 17 contains 4938 members 
Mstep: Class 18 contains 7460 members 
Mstep: Class 19 contains 25628 members 
Mstep: Class 20 contains 3806 members 
Mstep: Class 21 contains 7132 members 
Mstep: Class 22 contains 113064 members 
Mstep: Class 23 contains 6301 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6264 members 
Mstep: Class 26 contains 9021 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10124 members 
Mstep: Class 29 contains 17493 members 
Mstep: Class 30 contains 3347 members 
Mstep: Class 31 contains 59905 members 
Mstep: Class 32 contains 12383 members 
Mstep: Class 33 contains 10187 members 
Mstep: Class 34 contains 20469 members 
Mstep: Class 35 contains 3158 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17849 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 725 members 
Mstep: Class 40 contains 7547 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 3000 members 
Mstep: Class 43 contains 4646 members 
Mstep: Class 44 contains 351 members 
Mstep: Class 45 contains 15288 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41630 members 
Mstep: Class 48 contains 2688 members 
Mstep: Class 49 contains 17747 members 
Mstep: Class 50 contains 2410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122554152.000000 Penalty: 168560.843750
Iteration 95Q: 51 clusters Score -1.225542e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 34969 members 
Mstep: Class 3 contains 129538 members 
Mstep: Class 4 contains 26803 members 
Mstep: Class 5 contains 6981 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3610 members 
Mstep: Class 8 contains 6364 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15735 members 
Mstep: Class 11 contains 5045 members 
Mstep: Class 12 contains 4251 members 
Mstep: Class 13 contains 35330 members 
Mstep: Class 14 contains 9558 members 
Mstep: Class 15 contains 14337 members 
Mstep: Class 16 contains 66149 members 
Mstep: Class 17 contains 4939 members 
Mstep: Class 18 contains 7442 members 
Mstep: Class 19 contains 25940 members 
Mstep: Class 20 contains 3814 members 
Mstep: Class 21 contains 7141 members 
Mstep: Class 22 contains 112867 members 
Mstep: Class 23 contains 6303 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6266 members 
Mstep: Class 26 contains 8999 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10126 members 
Mstep: Class 29 contains 17498 members 
Mstep: Class 30 contains 3343 members 
Mstep: Class 31 contains 59760 members 
Mstep: Class 32 contains 12382 members 
Mstep: Class 33 contains 10216 members 
Mstep: Class 34 contains 20474 members 
Mstep: Class 35 contains 3154 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17859 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 730 members 
Mstep: Class 40 contains 7698 members 
Mstep: Class 41 contains 3627 members 
Mstep: Class 42 contains 3043 members 
Mstep: Class 43 contains 4689 members 
Mstep: Class 44 contains 351 members 
Mstep: Class 45 contains 15406 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41634 members 
Mstep: Class 48 contains 2718 members 
Mstep: Class 49 contains 17933 members 
Mstep: Class 50 contains 2425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122554392.000000 Penalty: 168560.843750
Iteration 96Q: 51 clusters Score -1.225544e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 34906 members 
Mstep: Class 3 contains 129175 members 
Mstep: Class 4 contains 26796 members 
Mstep: Class 5 contains 6963 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3609 members 
Mstep: Class 8 contains 6371 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15736 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 4248 members 
Mstep: Class 13 contains 35070 members 
Mstep: Class 14 contains 9531 members 
Mstep: Class 15 contains 14292 members 
Mstep: Class 16 contains 66411 members 
Mstep: Class 17 contains 4940 members 
Mstep: Class 18 contains 7427 members 
Mstep: Class 19 contains 26243 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 7153 members 
Mstep: Class 22 contains 112686 members 
Mstep: Class 23 contains 6303 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6273 members 
Mstep: Class 26 contains 8984 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10125 members 
Mstep: Class 29 contains 17501 members 
Mstep: Class 30 contains 3341 members 
Mstep: Class 31 contains 59602 members 
Mstep: Class 32 contains 12381 members 
Mstep: Class 33 contains 10255 members 
Mstep: Class 34 contains 20465 members 
Mstep: Class 35 contains 3154 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17875 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 733 members 
Mstep: Class 40 contains 7831 members 
Mstep: Class 41 contains 3627 members 
Mstep: Class 42 contains 3073 members 
Mstep: Class 43 contains 4731 members 
Mstep: Class 44 contains 351 members 
Mstep: Class 45 contains 15477 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41630 members 
Mstep: Class 48 contains 2753 members 
Mstep: Class 49 contains 18107 members 
Mstep: Class 50 contains 2448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122554744.000000 Penalty: 168560.843750
Iteration 97Q: 51 clusters Score -1.225547e+08 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 34842 members 
Mstep: Class 3 contains 128791 members 
Mstep: Class 4 contains 26779 members 
Mstep: Class 5 contains 6954 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3609 members 
Mstep: Class 8 contains 6376 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15737 members 
Mstep: Class 11 contains 5077 members 
Mstep: Class 12 contains 4249 members 
Mstep: Class 13 contains 34812 members 
Mstep: Class 14 contains 9510 members 
Mstep: Class 15 contains 14261 members 
Mstep: Class 16 contains 66707 members 
Mstep: Class 17 contains 4941 members 
Mstep: Class 18 contains 7412 members 
Mstep: Class 19 contains 26515 members 
Mstep: Class 20 contains 3810 members 
Mstep: Class 21 contains 7167 members 
Mstep: Class 22 contains 112515 members 
Mstep: Class 23 contains 6304 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8972 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10117 members 
Mstep: Class 29 contains 17502 members 
Mstep: Class 30 contains 3340 members 
Mstep: Class 31 contains 59478 members 
Mstep: Class 32 contains 12380 members 
Mstep: Class 33 contains 10272 members 
Mstep: Class 34 contains 20444 members 
Mstep: Class 35 contains 3155 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17891 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 736 members 
Mstep: Class 40 contains 7966 members 
Mstep: Class 41 contains 3627 members 
Mstep: Class 42 contains 3110 members 
Mstep: Class 43 contains 4772 members 
Mstep: Class 44 contains 351 members 
Mstep: Class 45 contains 15564 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41632 members 
Mstep: Class 48 contains 2794 members 
Mstep: Class 49 contains 18243 members 
Mstep: Class 50 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122555200.000000 Penalty: 168560.843750
Iteration 98Q: 51 clusters Score -1.225552e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 34791 members 
Mstep: Class 3 contains 128411 members 
Mstep: Class 4 contains 26763 members 
Mstep: Class 5 contains 6945 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3609 members 
Mstep: Class 8 contains 6376 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15743 members 
Mstep: Class 11 contains 5094 members 
Mstep: Class 12 contains 4249 members 
Mstep: Class 13 contains 34564 members 
Mstep: Class 14 contains 9482 members 
Mstep: Class 15 contains 14222 members 
Mstep: Class 16 contains 66993 members 
Mstep: Class 17 contains 4941 members 
Mstep: Class 18 contains 7397 members 
Mstep: Class 19 contains 26779 members 
Mstep: Class 20 contains 3807 members 
Mstep: Class 21 contains 7173 members 
Mstep: Class 22 contains 112358 members 
Mstep: Class 23 contains 6305 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6277 members 
Mstep: Class 26 contains 8957 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10114 members 
Mstep: Class 29 contains 17507 members 
Mstep: Class 30 contains 3341 members 
Mstep: Class 31 contains 59328 members 
Mstep: Class 32 contains 12380 members 
Mstep: Class 33 contains 10300 members 
Mstep: Class 34 contains 20440 members 
Mstep: Class 35 contains 3154 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17905 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 738 members 
Mstep: Class 40 contains 8125 members 
Mstep: Class 41 contains 3628 members 
Mstep: Class 42 contains 3150 members 
Mstep: Class 43 contains 4808 members 
Mstep: Class 44 contains 351 members 
Mstep: Class 45 contains 15639 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41614 members 
Mstep: Class 48 contains 2840 members 
Mstep: Class 49 contains 18382 members 
Mstep: Class 50 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122555752.000000 Penalty: 168560.843750
Iteration 99Q: 51 clusters Score -1.225558e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 34738 members 
Mstep: Class 3 contains 128057 members 
Mstep: Class 4 contains 26749 members 
Mstep: Class 5 contains 6938 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3609 members 
Mstep: Class 8 contains 6374 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15744 members 
Mstep: Class 11 contains 5125 members 
Mstep: Class 12 contains 4249 members 
Mstep: Class 13 contains 34310 members 
Mstep: Class 14 contains 9467 members 
Mstep: Class 15 contains 14161 members 
Mstep: Class 16 contains 67309 members 
Mstep: Class 17 contains 4940 members 
Mstep: Class 18 contains 7378 members 
Mstep: Class 19 contains 27043 members 
Mstep: Class 20 contains 3804 members 
Mstep: Class 21 contains 7177 members 
Mstep: Class 22 contains 112181 members 
Mstep: Class 23 contains 6304 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6278 members 
Mstep: Class 26 contains 8955 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10111 members 
Mstep: Class 29 contains 17518 members 
Mstep: Class 30 contains 3345 members 
Mstep: Class 31 contains 59177 members 
Mstep: Class 32 contains 12380 members 
Mstep: Class 33 contains 10330 members 
Mstep: Class 34 contains 20436 members 
Mstep: Class 35 contains 3153 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17920 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 739 members 
Mstep: Class 40 contains 8270 members 
Mstep: Class 41 contains 3627 members 
Mstep: Class 42 contains 3176 members 
Mstep: Class 43 contains 4846 members 
Mstep: Class 44 contains 351 members 
Mstep: Class 45 contains 15708 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41590 members 
Mstep: Class 48 contains 2896 members 
Mstep: Class 49 contains 18498 members 
Mstep: Class 50 contains 2487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122556312.000000 Penalty: 168560.843750
Iteration 100F: 51 clusters Score -1.225563e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 34696 members 
Mstep: Class 3 contains 127673 members 
Mstep: Class 4 contains 26739 members 
Mstep: Class 5 contains 6930 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 6370 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15745 members 
Mstep: Class 11 contains 5142 members 
Mstep: Class 12 contains 4246 members 
Mstep: Class 13 contains 34063 members 
Mstep: Class 14 contains 9410 members 
Mstep: Class 15 contains 14102 members 
Mstep: Class 16 contains 67633 members 
Mstep: Class 17 contains 4937 members 
Mstep: Class 18 contains 7358 members 
Mstep: Class 19 contains 27339 members 
Mstep: Class 20 contains 3796 members 
Mstep: Class 21 contains 7181 members 
Mstep: Class 22 contains 112012 members 
Mstep: Class 23 contains 6300 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6278 members 
Mstep: Class 26 contains 8953 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10108 members 
Mstep: Class 29 contains 17516 members 
Mstep: Class 30 contains 3346 members 
Mstep: Class 31 contains 58993 members 
Mstep: Class 32 contains 12379 members 
Mstep: Class 33 contains 10355 members 
Mstep: Class 34 contains 20426 members 
Mstep: Class 35 contains 3151 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 17930 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 799 members 
Mstep: Class 40 contains 8426 members 
Mstep: Class 41 contains 3627 members 
Mstep: Class 42 contains 3218 members 
Mstep: Class 43 contains 4868 members 
Mstep: Class 44 contains 350 members 
Mstep: Class 45 contains 15767 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41571 members 
Mstep: Class 48 contains 2944 members 
Mstep: Class 49 contains 18663 members 
Mstep: Class 50 contains 2516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122556680.000000 Penalty: 168560.843750
Iteration 101Q: 51 clusters Score -1.225567e+08 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 34652 members 
Mstep: Class 3 contains 127251 members 
Mstep: Class 4 contains 26727 members 
Mstep: Class 5 contains 6925 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15748 members 
Mstep: Class 11 contains 5154 members 
Mstep: Class 12 contains 4245 members 
Mstep: Class 13 contains 33833 members 
Mstep: Class 14 contains 9371 members 
Mstep: Class 15 contains 14036 members 
Mstep: Class 16 contains 67952 members 
Mstep: Class 17 contains 4932 members 
Mstep: Class 18 contains 7347 members 
Mstep: Class 19 contains 27644 members 
Mstep: Class 20 contains 3790 members 
Mstep: Class 21 contains 7192 members 
Mstep: Class 22 contains 111849 members 
Mstep: Class 23 contains 6298 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6282 members 
Mstep: Class 26 contains 8950 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10105 members 
Mstep: Class 29 contains 17518 members 
Mstep: Class 30 contains 3346 members 
Mstep: Class 31 contains 58852 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10377 members 
Mstep: Class 34 contains 20429 members 
Mstep: Class 35 contains 3151 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 17944 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 848 members 
Mstep: Class 40 contains 8564 members 
Mstep: Class 41 contains 3626 members 
Mstep: Class 42 contains 3242 members 
Mstep: Class 43 contains 4902 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 15822 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41552 members 
Mstep: Class 48 contains 2994 members 
Mstep: Class 49 contains 18787 members 
Mstep: Class 50 contains 2538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122557520.000000 Penalty: 168560.843750
Iteration 102Q: 51 clusters Score -1.225575e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 34606 members 
Mstep: Class 3 contains 126892 members 
Mstep: Class 4 contains 26712 members 
Mstep: Class 5 contains 6919 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 6366 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15753 members 
Mstep: Class 11 contains 5174 members 
Mstep: Class 12 contains 4237 members 
Mstep: Class 13 contains 33626 members 
Mstep: Class 14 contains 9344 members 
Mstep: Class 15 contains 13956 members 
Mstep: Class 16 contains 68255 members 
Mstep: Class 17 contains 4926 members 
Mstep: Class 18 contains 7333 members 
Mstep: Class 19 contains 27909 members 
Mstep: Class 20 contains 3790 members 
Mstep: Class 21 contains 7205 members 
Mstep: Class 22 contains 111695 members 
Mstep: Class 23 contains 6298 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6281 members 
Mstep: Class 26 contains 8944 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10103 members 
Mstep: Class 29 contains 17526 members 
Mstep: Class 30 contains 3346 members 
Mstep: Class 31 contains 58708 members 
Mstep: Class 32 contains 12378 members 
Mstep: Class 33 contains 10395 members 
Mstep: Class 34 contains 20416 members 
Mstep: Class 35 contains 3151 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 17959 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 884 members 
Mstep: Class 40 contains 8694 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 3272 members 
Mstep: Class 43 contains 4935 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 15878 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41533 members 
Mstep: Class 48 contains 3052 members 
Mstep: Class 49 contains 18895 members 
Mstep: Class 50 contains 2554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122558016.000000 Penalty: 168560.843750
Iteration 103Q: 51 clusters Score -1.22558e+08 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 34557 members 
Mstep: Class 3 contains 126500 members 
Mstep: Class 4 contains 26694 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 6364 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15759 members 
Mstep: Class 11 contains 5204 members 
Mstep: Class 12 contains 4237 members 
Mstep: Class 13 contains 33437 members 
Mstep: Class 14 contains 9328 members 
Mstep: Class 15 contains 13874 members 
Mstep: Class 16 contains 68604 members 
Mstep: Class 17 contains 4928 members 
Mstep: Class 18 contains 7322 members 
Mstep: Class 19 contains 28177 members 
Mstep: Class 20 contains 3792 members 
Mstep: Class 21 contains 7216 members 
Mstep: Class 22 contains 111546 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6283 members 
Mstep: Class 26 contains 8939 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10101 members 
Mstep: Class 29 contains 17529 members 
Mstep: Class 30 contains 3345 members 
Mstep: Class 31 contains 58545 members 
Mstep: Class 32 contains 12374 members 
Mstep: Class 33 contains 10411 members 
Mstep: Class 34 contains 20395 members 
Mstep: Class 35 contains 3149 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 17973 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 907 members 
Mstep: Class 40 contains 8822 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 3296 members 
Mstep: Class 43 contains 4959 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 15930 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41515 members 
Mstep: Class 48 contains 3113 members 
Mstep: Class 49 contains 19005 members 
Mstep: Class 50 contains 2567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122558536.000000 Penalty: 168560.843750
Iteration 104Q: 51 clusters Score -1.225585e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 34520 members 
Mstep: Class 3 contains 126101 members 
Mstep: Class 4 contains 26670 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15756 members 
Mstep: Class 11 contains 5227 members 
Mstep: Class 12 contains 4236 members 
Mstep: Class 13 contains 33249 members 
Mstep: Class 14 contains 9312 members 
Mstep: Class 15 contains 13815 members 
Mstep: Class 16 contains 68970 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7311 members 
Mstep: Class 19 contains 28449 members 
Mstep: Class 20 contains 3796 members 
Mstep: Class 21 contains 7229 members 
Mstep: Class 22 contains 111380 members 
Mstep: Class 23 contains 6297 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6283 members 
Mstep: Class 26 contains 8923 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10098 members 
Mstep: Class 29 contains 17531 members 
Mstep: Class 30 contains 3347 members 
Mstep: Class 31 contains 58395 members 
Mstep: Class 32 contains 12372 members 
Mstep: Class 33 contains 10427 members 
Mstep: Class 34 contains 20365 members 
Mstep: Class 35 contains 3147 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 17991 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 926 members 
Mstep: Class 40 contains 8937 members 
Mstep: Class 41 contains 3626 members 
Mstep: Class 42 contains 3333 members 
Mstep: Class 43 contains 4984 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 15970 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41496 members 
Mstep: Class 48 contains 3162 members 
Mstep: Class 49 contains 19120 members 
Mstep: Class 50 contains 2586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122559040.000000 Penalty: 168560.843750
Iteration 105Q: 51 clusters Score -1.22559e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 34479 members 
Mstep: Class 3 contains 125701 members 
Mstep: Class 4 contains 26656 members 
Mstep: Class 5 contains 6910 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 6361 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15760 members 
Mstep: Class 11 contains 5248 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 33085 members 
Mstep: Class 14 contains 9306 members 
Mstep: Class 15 contains 13764 members 
Mstep: Class 16 contains 69333 members 
Mstep: Class 17 contains 4926 members 
Mstep: Class 18 contains 7301 members 
Mstep: Class 19 contains 28697 members 
Mstep: Class 20 contains 3799 members 
Mstep: Class 21 contains 7238 members 
Mstep: Class 22 contains 111221 members 
Mstep: Class 23 contains 6296 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6282 members 
Mstep: Class 26 contains 8905 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10096 members 
Mstep: Class 29 contains 17536 members 
Mstep: Class 30 contains 3347 members 
Mstep: Class 31 contains 58257 members 
Mstep: Class 32 contains 12371 members 
Mstep: Class 33 contains 10445 members 
Mstep: Class 34 contains 20340 members 
Mstep: Class 35 contains 3147 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18007 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 941 members 
Mstep: Class 40 contains 9035 members 
Mstep: Class 41 contains 3627 members 
Mstep: Class 42 contains 3372 members 
Mstep: Class 43 contains 5008 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16006 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41481 members 
Mstep: Class 48 contains 3224 members 
Mstep: Class 49 contains 19194 members 
Mstep: Class 50 contains 2602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122559112.000000 Penalty: 168560.843750
Iteration 106Q: 51 clusters Score -1.225591e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34444 members 
Mstep: Class 3 contains 125304 members 
Mstep: Class 4 contains 26633 members 
Mstep: Class 5 contains 6904 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15759 members 
Mstep: Class 11 contains 5276 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 32945 members 
Mstep: Class 14 contains 9294 members 
Mstep: Class 15 contains 13692 members 
Mstep: Class 16 contains 69691 members 
Mstep: Class 17 contains 4928 members 
Mstep: Class 18 contains 7298 members 
Mstep: Class 19 contains 28934 members 
Mstep: Class 20 contains 3809 members 
Mstep: Class 21 contains 7248 members 
Mstep: Class 22 contains 111064 members 
Mstep: Class 23 contains 6295 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6283 members 
Mstep: Class 26 contains 8897 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10096 members 
Mstep: Class 29 contains 17540 members 
Mstep: Class 30 contains 3347 members 
Mstep: Class 31 contains 58123 members 
Mstep: Class 32 contains 12369 members 
Mstep: Class 33 contains 10455 members 
Mstep: Class 34 contains 20316 members 
Mstep: Class 35 contains 3147 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18025 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 947 members 
Mstep: Class 40 contains 9134 members 
Mstep: Class 41 contains 3628 members 
Mstep: Class 42 contains 3413 members 
Mstep: Class 43 contains 5034 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16038 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41466 members 
Mstep: Class 48 contains 3285 members 
Mstep: Class 49 contains 19263 members 
Mstep: Class 50 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122559456.000000 Penalty: 168560.843750
Iteration 107Q: 51 clusters Score -1.225595e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34402 members 
Mstep: Class 3 contains 124945 members 
Mstep: Class 4 contains 26618 members 
Mstep: Class 5 contains 6900 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3553 members 
Mstep: Class 8 contains 6361 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15764 members 
Mstep: Class 11 contains 5293 members 
Mstep: Class 12 contains 4237 members 
Mstep: Class 13 contains 32814 members 
Mstep: Class 14 contains 9281 members 
Mstep: Class 15 contains 13648 members 
Mstep: Class 16 contains 70059 members 
Mstep: Class 17 contains 4928 members 
Mstep: Class 18 contains 7293 members 
Mstep: Class 19 contains 29123 members 
Mstep: Class 20 contains 3817 members 
Mstep: Class 21 contains 7259 members 
Mstep: Class 22 contains 110882 members 
Mstep: Class 23 contains 6292 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6284 members 
Mstep: Class 26 contains 8892 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10094 members 
Mstep: Class 29 contains 17542 members 
Mstep: Class 30 contains 3347 members 
Mstep: Class 31 contains 58001 members 
Mstep: Class 32 contains 12369 members 
Mstep: Class 33 contains 10472 members 
Mstep: Class 34 contains 20303 members 
Mstep: Class 35 contains 3147 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18047 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 954 members 
Mstep: Class 40 contains 9235 members 
Mstep: Class 41 contains 3627 members 
Mstep: Class 42 contains 3438 members 
Mstep: Class 43 contains 5041 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16058 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41454 members 
Mstep: Class 48 contains 3340 members 
Mstep: Class 49 contains 19337 members 
Mstep: Class 50 contains 2652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122559896.000000 Penalty: 168560.843750
Iteration 108Q: 51 clusters Score -1.225599e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34353 members 
Mstep: Class 3 contains 124580 members 
Mstep: Class 4 contains 26596 members 
Mstep: Class 5 contains 6899 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3551 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15766 members 
Mstep: Class 11 contains 5314 members 
Mstep: Class 12 contains 4233 members 
Mstep: Class 13 contains 32679 members 
Mstep: Class 14 contains 9280 members 
Mstep: Class 15 contains 13594 members 
Mstep: Class 16 contains 70445 members 
Mstep: Class 17 contains 4928 members 
Mstep: Class 18 contains 7289 members 
Mstep: Class 19 contains 29311 members 
Mstep: Class 20 contains 3813 members 
Mstep: Class 21 contains 7271 members 
Mstep: Class 22 contains 110749 members 
Mstep: Class 23 contains 6286 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6283 members 
Mstep: Class 26 contains 8881 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10094 members 
Mstep: Class 29 contains 17540 members 
Mstep: Class 30 contains 3347 members 
Mstep: Class 31 contains 57863 members 
Mstep: Class 32 contains 12368 members 
Mstep: Class 33 contains 10483 members 
Mstep: Class 34 contains 20298 members 
Mstep: Class 35 contains 3147 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18054 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 956 members 
Mstep: Class 40 contains 9335 members 
Mstep: Class 41 contains 3627 members 
Mstep: Class 42 contains 3472 members 
Mstep: Class 43 contains 5057 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16081 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41440 members 
Mstep: Class 48 contains 3376 members 
Mstep: Class 49 contains 19417 members 
Mstep: Class 50 contains 2685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122559952.000000 Penalty: 168560.843750
Iteration 109Q: 51 clusters Score -1.2256e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34305 members 
Mstep: Class 3 contains 124174 members 
Mstep: Class 4 contains 26575 members 
Mstep: Class 5 contains 6894 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 6361 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15770 members 
Mstep: Class 11 contains 5354 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 32557 members 
Mstep: Class 14 contains 9275 members 
Mstep: Class 15 contains 13531 members 
Mstep: Class 16 contains 70837 members 
Mstep: Class 17 contains 4929 members 
Mstep: Class 18 contains 7284 members 
Mstep: Class 19 contains 29484 members 
Mstep: Class 20 contains 3810 members 
Mstep: Class 21 contains 7283 members 
Mstep: Class 22 contains 110632 members 
Mstep: Class 23 contains 6283 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6282 members 
Mstep: Class 26 contains 8868 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10094 members 
Mstep: Class 29 contains 17537 members 
Mstep: Class 30 contains 3348 members 
Mstep: Class 31 contains 57730 members 
Mstep: Class 32 contains 12367 members 
Mstep: Class 33 contains 10498 members 
Mstep: Class 34 contains 20273 members 
Mstep: Class 35 contains 3146 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18064 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 958 members 
Mstep: Class 40 contains 9437 members 
Mstep: Class 41 contains 3626 members 
Mstep: Class 42 contains 3499 members 
Mstep: Class 43 contains 5086 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16097 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41435 members 
Mstep: Class 48 contains 3413 members 
Mstep: Class 49 contains 19503 members 
Mstep: Class 50 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122560416.000000 Penalty: 168560.843750
Iteration 110Q: 51 clusters Score -1.225604e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34261 members 
Mstep: Class 3 contains 123814 members 
Mstep: Class 4 contains 26551 members 
Mstep: Class 5 contains 6889 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 6364 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15779 members 
Mstep: Class 11 contains 5373 members 
Mstep: Class 12 contains 4227 members 
Mstep: Class 13 contains 32454 members 
Mstep: Class 14 contains 9266 members 
Mstep: Class 15 contains 13453 members 
Mstep: Class 16 contains 71190 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7280 members 
Mstep: Class 19 contains 29675 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 7299 members 
Mstep: Class 22 contains 110502 members 
Mstep: Class 23 contains 6279 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6282 members 
Mstep: Class 26 contains 8858 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10093 members 
Mstep: Class 29 contains 17532 members 
Mstep: Class 30 contains 3350 members 
Mstep: Class 31 contains 57603 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10505 members 
Mstep: Class 34 contains 20272 members 
Mstep: Class 35 contains 3144 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18073 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 957 members 
Mstep: Class 40 contains 9520 members 
Mstep: Class 41 contains 3625 members 
Mstep: Class 42 contains 3526 members 
Mstep: Class 43 contains 5111 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16113 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41422 members 
Mstep: Class 48 contains 3453 members 
Mstep: Class 49 contains 19596 members 
Mstep: Class 50 contains 2752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122560544.000000 Penalty: 168560.843750
Iteration 111Q: 51 clusters Score -1.225605e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34210 members 
Mstep: Class 3 contains 123474 members 
Mstep: Class 4 contains 26526 members 
Mstep: Class 5 contains 6886 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15783 members 
Mstep: Class 11 contains 5405 members 
Mstep: Class 12 contains 4229 members 
Mstep: Class 13 contains 32359 members 
Mstep: Class 14 contains 9259 members 
Mstep: Class 15 contains 13358 members 
Mstep: Class 16 contains 71549 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7276 members 
Mstep: Class 19 contains 29846 members 
Mstep: Class 20 contains 3809 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 110369 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6286 members 
Mstep: Class 26 contains 8845 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10093 members 
Mstep: Class 29 contains 17528 members 
Mstep: Class 30 contains 3351 members 
Mstep: Class 31 contains 57498 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10510 members 
Mstep: Class 34 contains 20253 members 
Mstep: Class 35 contains 3143 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18083 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 957 members 
Mstep: Class 40 contains 9590 members 
Mstep: Class 41 contains 3626 members 
Mstep: Class 42 contains 3551 members 
Mstep: Class 43 contains 5154 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16140 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41412 members 
Mstep: Class 48 contains 3489 members 
Mstep: Class 49 contains 19686 members 
Mstep: Class 50 contains 2783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122560664.000000 Penalty: 168560.843750
Iteration 112Q: 51 clusters Score -1.225607e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34166 members 
Mstep: Class 3 contains 123137 members 
Mstep: Class 4 contains 26500 members 
Mstep: Class 5 contains 6890 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 6364 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15789 members 
Mstep: Class 11 contains 5424 members 
Mstep: Class 12 contains 4233 members 
Mstep: Class 13 contains 32250 members 
Mstep: Class 14 contains 9244 members 
Mstep: Class 15 contains 13281 members 
Mstep: Class 16 contains 71891 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7275 members 
Mstep: Class 19 contains 29988 members 
Mstep: Class 20 contains 3808 members 
Mstep: Class 21 contains 7312 members 
Mstep: Class 22 contains 110251 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6286 members 
Mstep: Class 26 contains 8836 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10093 members 
Mstep: Class 29 contains 17526 members 
Mstep: Class 30 contains 3350 members 
Mstep: Class 31 contains 57411 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10517 members 
Mstep: Class 34 contains 20225 members 
Mstep: Class 35 contains 3141 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18092 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 957 members 
Mstep: Class 40 contains 9669 members 
Mstep: Class 41 contains 3626 members 
Mstep: Class 42 contains 3574 members 
Mstep: Class 43 contains 5191 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16187 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41385 members 
Mstep: Class 48 contains 3522 members 
Mstep: Class 49 contains 19775 members 
Mstep: Class 50 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122560904.000000 Penalty: 168560.843750
Iteration 113Q: 51 clusters Score -1.225609e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34127 members 
Mstep: Class 3 contains 122765 members 
Mstep: Class 4 contains 26484 members 
Mstep: Class 5 contains 6893 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15794 members 
Mstep: Class 11 contains 5446 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 32169 members 
Mstep: Class 14 contains 9241 members 
Mstep: Class 15 contains 13203 members 
Mstep: Class 16 contains 72239 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7275 members 
Mstep: Class 19 contains 30151 members 
Mstep: Class 20 contains 3808 members 
Mstep: Class 21 contains 7324 members 
Mstep: Class 22 contains 110125 members 
Mstep: Class 23 contains 6263 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6286 members 
Mstep: Class 26 contains 8831 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10091 members 
Mstep: Class 29 contains 17517 members 
Mstep: Class 30 contains 3351 members 
Mstep: Class 31 contains 57341 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10521 members 
Mstep: Class 34 contains 20193 members 
Mstep: Class 35 contains 3139 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18110 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 959 members 
Mstep: Class 40 contains 9740 members 
Mstep: Class 41 contains 3626 members 
Mstep: Class 42 contains 3584 members 
Mstep: Class 43 contains 5230 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16217 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41360 members 
Mstep: Class 48 contains 3553 members 
Mstep: Class 49 contains 19864 members 
Mstep: Class 50 contains 2834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122561000.000000 Penalty: 168560.843750
Iteration 114Q: 51 clusters Score -1.22561e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34092 members 
Mstep: Class 3 contains 122399 members 
Mstep: Class 4 contains 26469 members 
Mstep: Class 5 contains 6892 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 6357 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15798 members 
Mstep: Class 11 contains 5457 members 
Mstep: Class 12 contains 4241 members 
Mstep: Class 13 contains 32077 members 
Mstep: Class 14 contains 9236 members 
Mstep: Class 15 contains 13126 members 
Mstep: Class 16 contains 72567 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7274 members 
Mstep: Class 19 contains 30333 members 
Mstep: Class 20 contains 3804 members 
Mstep: Class 21 contains 7347 members 
Mstep: Class 22 contains 110011 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6286 members 
Mstep: Class 26 contains 8824 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10091 members 
Mstep: Class 29 contains 17506 members 
Mstep: Class 30 contains 3350 members 
Mstep: Class 31 contains 57291 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10524 members 
Mstep: Class 34 contains 20155 members 
Mstep: Class 35 contains 3138 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18116 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 960 members 
Mstep: Class 40 contains 9813 members 
Mstep: Class 41 contains 3628 members 
Mstep: Class 42 contains 3596 members 
Mstep: Class 43 contains 5280 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16246 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41338 members 
Mstep: Class 48 contains 3579 members 
Mstep: Class 49 contains 19950 members 
Mstep: Class 50 contains 2849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122561056.000000 Penalty: 168560.843750
Iteration 115Q: 51 clusters Score -1.225611e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34058 members 
Mstep: Class 3 contains 122027 members 
Mstep: Class 4 contains 26456 members 
Mstep: Class 5 contains 6889 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 6349 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15798 members 
Mstep: Class 11 contains 5470 members 
Mstep: Class 12 contains 4237 members 
Mstep: Class 13 contains 31989 members 
Mstep: Class 14 contains 9232 members 
Mstep: Class 15 contains 13046 members 
Mstep: Class 16 contains 72915 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7274 members 
Mstep: Class 19 contains 30538 members 
Mstep: Class 20 contains 3804 members 
Mstep: Class 21 contains 7362 members 
Mstep: Class 22 contains 109905 members 
Mstep: Class 23 contains 6251 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6287 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10091 members 
Mstep: Class 29 contains 17496 members 
Mstep: Class 30 contains 3349 members 
Mstep: Class 31 contains 57212 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10530 members 
Mstep: Class 34 contains 20107 members 
Mstep: Class 35 contains 3137 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18122 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 962 members 
Mstep: Class 40 contains 9878 members 
Mstep: Class 41 contains 3627 members 
Mstep: Class 42 contains 3607 members 
Mstep: Class 43 contains 5332 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16268 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41315 members 
Mstep: Class 48 contains 3605 members 
Mstep: Class 49 contains 20041 members 
Mstep: Class 50 contains 2867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122560928.000000 Penalty: 168560.843750
Iteration 116Q: 51 clusters Score -1.225609e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34020 members 
Mstep: Class 3 contains 121671 members 
Mstep: Class 4 contains 26441 members 
Mstep: Class 5 contains 6886 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3553 members 
Mstep: Class 8 contains 6340 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15801 members 
Mstep: Class 11 contains 5481 members 
Mstep: Class 12 contains 4235 members 
Mstep: Class 13 contains 31891 members 
Mstep: Class 14 contains 9232 members 
Mstep: Class 15 contains 12971 members 
Mstep: Class 16 contains 73222 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7274 members 
Mstep: Class 19 contains 30751 members 
Mstep: Class 20 contains 3808 members 
Mstep: Class 21 contains 7365 members 
Mstep: Class 22 contains 109813 members 
Mstep: Class 23 contains 6253 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6286 members 
Mstep: Class 26 contains 8815 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10091 members 
Mstep: Class 29 contains 17484 members 
Mstep: Class 30 contains 3348 members 
Mstep: Class 31 contains 57136 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10538 members 
Mstep: Class 34 contains 20065 members 
Mstep: Class 35 contains 3137 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18125 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 967 members 
Mstep: Class 40 contains 9946 members 
Mstep: Class 41 contains 3627 members 
Mstep: Class 42 contains 3621 members 
Mstep: Class 43 contains 5379 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16295 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41292 members 
Mstep: Class 48 contains 3627 members 
Mstep: Class 49 contains 20135 members 
Mstep: Class 50 contains 2885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122561168.000000 Penalty: 168560.843750
Iteration 117Q: 51 clusters Score -1.225612e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33978 members 
Mstep: Class 3 contains 121273 members 
Mstep: Class 4 contains 26419 members 
Mstep: Class 5 contains 6886 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 6337 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15810 members 
Mstep: Class 11 contains 5494 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 31808 members 
Mstep: Class 14 contains 9228 members 
Mstep: Class 15 contains 12910 members 
Mstep: Class 16 contains 73541 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 30990 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 7384 members 
Mstep: Class 22 contains 109724 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6286 members 
Mstep: Class 26 contains 8809 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10091 members 
Mstep: Class 29 contains 17470 members 
Mstep: Class 30 contains 3349 members 
Mstep: Class 31 contains 57067 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10546 members 
Mstep: Class 34 contains 19984 members 
Mstep: Class 35 contains 3135 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18131 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 969 members 
Mstep: Class 40 contains 10013 members 
Mstep: Class 41 contains 3626 members 
Mstep: Class 42 contains 3639 members 
Mstep: Class 43 contains 5426 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16322 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41263 members 
Mstep: Class 48 contains 3652 members 
Mstep: Class 49 contains 20214 members 
Mstep: Class 50 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122561512.000000 Penalty: 168560.843750
Iteration 118Q: 51 clusters Score -1.225615e+08 nChanged 1519
Entering ConstructFrom: 
Score: -122561512.000000 Penalty: 168560.843750
Entering ConstructFrom: 
Trying to split cluster 1 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -52020.472656 Penalty: 1472.509033
	Iteration 0F: 2 clusters Score -52020.47 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 192 members 
Entering Unmasked Estep 
Score: -50820.054688 Penalty: 2945.018066
	Iteration 0F: 3 clusters Score -50820.05 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50971.566406 Penalty: 2945.018066
	Iteration 1F: 3 clusters Score -50971.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50999.207031 Penalty: 2945.018066
	Iteration 2Q: 3 clusters Score -50999.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51019.875000 Penalty: 2945.018066
	Iteration 3Q: 3 clusters Score -51019.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51033.574219 Penalty: 2945.018066
	Iteration 4Q: 3 clusters Score -51033.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51047.246094 Penalty: 2945.018066
	Iteration 5Q: 3 clusters Score -51047.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -51067.890625 Penalty: 2945.018066
	Iteration 6Q: 3 clusters Score -51067.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51089.414062 Penalty: 2945.018066
	Iteration 7Q: 3 clusters Score -51089.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51092.250000 Penalty: 2945.018066
	Iteration 8Q: 3 clusters Score -51092.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51095.250000 Penalty: 2945.018066
	Iteration 9Q: 3 clusters Score -51095.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51101.953125 Penalty: 2945.018066
	Iteration 10Q: 3 clusters Score -51101.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51128.539062 Penalty: 2945.018066
	Iteration 11Q: 3 clusters Score -51128.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51164.152344 Penalty: 2945.018066
	Iteration 12Q: 3 clusters Score -51164.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -51226.765625 Penalty: 2945.018066
	Iteration 13Q: 3 clusters Score -51226.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -51256.914062 Penalty: 2945.018066
	Iteration 14Q: 3 clusters Score -51256.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -51283.449219 Penalty: 2945.018066
	Iteration 15Q: 3 clusters Score -51283.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -51292.226562 Penalty: 2945.018066
	Iteration 16Q: 3 clusters Score -51292.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -51295.769531 Penalty: 2945.018066
	Iteration 17Q: 3 clusters Score -51295.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -51298.179688 Penalty: 2945.018066
	Iteration 18Q: 3 clusters Score -51298.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -51313.226562 Penalty: 2945.018066
	Iteration 19Q: 3 clusters Score -51313.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -51343.421875 Penalty: 2945.018066
	Iteration 20F: 3 clusters Score -51343.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -51383.113281 Penalty: 2945.018066
	Iteration 21Q: 3 clusters Score -51383.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -51396.812500 Penalty: 2945.018066
	Iteration 22Q: 3 clusters Score -51396.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -51411.453125 Penalty: 2945.018066
	Iteration 23Q: 3 clusters Score -51411.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -51423.570312 Penalty: 2945.018066
	Iteration 24Q: 3 clusters Score -51423.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -51427.058594 Penalty: 2945.018066
	Iteration 25Q: 3 clusters Score -51427.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -51427.058594 Penalty: 2945.018066
	Iteration 26F: 3 clusters Score -51427.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Entering Unmasked Estep 
Score: -5336680.000000 Penalty: 2587.237305
	Iteration 0F: 2 clusters Score -5336680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -5313530.500000 Penalty: 5174.474609
	Iteration 0F: 3 clusters Score -5313530 nChanged 15469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -5322360.000000 Penalty: 5174.474609
	Iteration 1F: 3 clusters Score -5322360 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -5323242.000000 Penalty: 5174.474609
	Iteration 2F: 3 clusters Score -5323242 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -5324479.500000 Penalty: 5174.474609
	Iteration 3F: 3 clusters Score -5324480 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -5325933.500000 Penalty: 5174.474609
	Iteration 4F: 3 clusters Score -5325934 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -5327507.500000 Penalty: 5174.474609
	Iteration 5F: 3 clusters Score -5327508 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -5328988.000000 Penalty: 5174.474609
	Iteration 6F: 3 clusters Score -5328988 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -5330246.000000 Penalty: 5174.474609
	Iteration 7F: 3 clusters Score -5330246 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -5331144.500000 Penalty: 5174.474609
	Iteration 8F: 3 clusters Score -5331144 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -5331696.000000 Penalty: 5174.474609
	Iteration 9Q: 3 clusters Score -5331696 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -5332073.500000 Penalty: 5174.474609
	Iteration 10Q: 3 clusters Score -5332074 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -5332412.500000 Penalty: 5174.474609
	Iteration 11Q: 3 clusters Score -5332412 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -5332789.000000 Penalty: 5174.474609
	Iteration 12Q: 3 clusters Score -5332789 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -5333234.500000 Penalty: 5174.474609
	Iteration 13Q: 3 clusters Score -5333234 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -5333719.000000 Penalty: 5174.474609
	Iteration 14Q: 3 clusters Score -5333719 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -5334213.500000 Penalty: 5174.474609
	Iteration 15Q: 3 clusters Score -5334214 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -5334764.000000 Penalty: 5174.474609
	Iteration 16Q: 3 clusters Score -5334764 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -5335324.000000 Penalty: 5174.474609
	Iteration 17Q: 3 clusters Score -5335324 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -5335777.000000 Penalty: 5174.474609
	Iteration 18Q: 3 clusters Score -5335777 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -5336200.000000 Penalty: 5174.474609
	Iteration 19Q: 3 clusters Score -5336200 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -5336482.000000 Penalty: 5174.474609
	Iteration 20F: 3 clusters Score -5336482 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -5336654.500000 Penalty: 5174.474609
	Iteration 21Q: 3 clusters Score -5336654 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -5336724.500000 Penalty: 5174.474609
	Iteration 22Q: 3 clusters Score -5336724 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -5336783.000000 Penalty: 5174.474609
	Iteration 23Q: 3 clusters Score -5336783 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -5336811.000000 Penalty: 5174.474609
	Iteration 24Q: 3 clusters Score -5336811 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -5336851.500000 Penalty: 5174.474609
	Iteration 25Q: 3 clusters Score -5336852 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -5336880.000000 Penalty: 5174.474609
	Iteration 26Q: 3 clusters Score -5336880 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -5336889.000000 Penalty: 5174.474609
	Iteration 27Q: 3 clusters Score -5336889 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -5336906.500000 Penalty: 5174.474609
	Iteration 28Q: 3 clusters Score -5336906 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -5336909.500000 Penalty: 5174.474609
	Iteration 29Q: 3 clusters Score -5336910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -5336907.000000 Penalty: 5174.474609
	Iteration 30Q: 3 clusters Score -5336907 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -5336915.500000 Penalty: 5174.474609
	Iteration 31Q: 3 clusters Score -5336916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -5336924.500000 Penalty: 5174.474609
	Iteration 32Q: 3 clusters Score -5336924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -5336929.000000 Penalty: 5174.474609
	Iteration 33Q: 3 clusters Score -5336929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -5336926.500000 Penalty: 5174.474609
	Iteration 34Q: 3 clusters Score -5336926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -5336919.500000 Penalty: 5174.474609
	Iteration 35Q: 3 clusters Score -5336920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -5336922.000000 Penalty: 5174.474609
	Iteration 36Q: 3 clusters Score -5336922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -5336923.500000 Penalty: 5174.474609
	Iteration 37Q: 3 clusters Score -5336924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -5336917.000000 Penalty: 5174.474609
	Iteration 38Q: 3 clusters Score -5336917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -5336911.000000 Penalty: 5174.474609
	Iteration 39Q: 3 clusters Score -5336911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -5336915.000000 Penalty: 5174.474609
	Iteration 40F: 3 clusters Score -5336915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5024 members 
Mstep: Class 3 contains 120920 members 
Mstep: Class 4 contains 26402 members 
Mstep: Class 5 contains 6888 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15816 members 
Mstep: Class 11 contains 5507 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 31741 members 
Mstep: Class 14 contains 9220 members 
Mstep: Class 15 contains 12855 members 
Mstep: Class 16 contains 73842 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 31218 members 
Mstep: Class 20 contains 3814 members 
Mstep: Class 21 contains 7398 members 
Mstep: Class 22 contains 109631 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6287 members 
Mstep: Class 26 contains 8804 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10090 members 
Mstep: Class 29 contains 17462 members 
Mstep: Class 30 contains 3349 members 
Mstep: Class 31 contains 56996 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10558 members 
Mstep: Class 34 contains 19886 members 
Mstep: Class 35 contains 3134 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18142 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 10063 members 
Mstep: Class 41 contains 3626 members 
Mstep: Class 42 contains 3646 members 
Mstep: Class 43 contains 5486 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16353 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41229 members 
Mstep: Class 48 contains 3671 members 
Mstep: Class 49 contains 20295 members 
Mstep: Class 50 contains 2925 members 
Mstep: Class 51 contains 28918 members 
Entering Unmasked Estep 
Score: -122560912.000000 Penalty: 171932.062500
Splitting cluster 2 changes total score from -122561512.000000 to -122560912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (120920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120920 members 
Entering Unmasked Estep 
Score: -18518992.000000 Penalty: 2902.315430
	Iteration 0F: 2 clusters Score -1.851899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -18438864.000000 Penalty: 5804.630859
	Iteration 0F: 3 clusters Score -1.843886e+07 nChanged 57625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -18472364.000000 Penalty: 5804.630859
	Iteration 1F: 3 clusters Score -1.847236e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 58555 members 
Entering Unmasked Estep 
Score: -18473554.000000 Penalty: 5804.630859
	Iteration 2Q: 3 clusters Score -1.847355e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -18475166.000000 Penalty: 5804.630859
	Iteration 3Q: 3 clusters Score -1.847517e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -18477304.000000 Penalty: 5804.630859
	Iteration 4Q: 3 clusters Score -1.84773e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -18479876.000000 Penalty: 5804.630859
	Iteration 5Q: 3 clusters Score -1.847988e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70131 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -18482894.000000 Penalty: 5804.630859
	Iteration 6F: 3 clusters Score -1.848289e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73920 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -18486518.000000 Penalty: 5804.630859
	Iteration 7F: 3 clusters Score -1.848652e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -18490702.000000 Penalty: 5804.630859
	Iteration 8F: 3 clusters Score -1.84907e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83002 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -18495000.000000 Penalty: 5804.630859
	Iteration 9F: 3 clusters Score -1.8495e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -18499182.000000 Penalty: 5804.630859
	Iteration 10Q: 3 clusters Score -1.849918e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -18502482.000000 Penalty: 5804.630859
	Iteration 11Q: 3 clusters Score -1.850248e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93860 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -18504762.000000 Penalty: 5804.630859
	Iteration 12Q: 3 clusters Score -1.850476e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -18506220.000000 Penalty: 5804.630859
	Iteration 13Q: 3 clusters Score -1.850622e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98739 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -18507476.000000 Penalty: 5804.630859
	Iteration 14Q: 3 clusters Score -1.850748e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100959 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -18508528.000000 Penalty: 5804.630859
	Iteration 15Q: 3 clusters Score -1.850853e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103072 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -18509538.000000 Penalty: 5804.630859
	Iteration 16Q: 3 clusters Score -1.850954e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105109 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -18510576.000000 Penalty: 5804.630859
	Iteration 17Q: 3 clusters Score -1.851058e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107013 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -18511652.000000 Penalty: 5804.630859
	Iteration 18Q: 3 clusters Score -1.851165e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108810 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -18512588.000000 Penalty: 5804.630859
	Iteration 19Q: 3 clusters Score -1.851259e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110422 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -18513446.000000 Penalty: 5804.630859
	Iteration 20F: 3 clusters Score -1.851345e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111879 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -18514176.000000 Penalty: 5804.630859
	Iteration 21Q: 3 clusters Score -1.851418e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113133 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -18514720.000000 Penalty: 5804.630859
	Iteration 22Q: 3 clusters Score -1.851472e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114230 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -18515188.000000 Penalty: 5804.630859
	Iteration 23Q: 3 clusters Score -1.851519e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115095 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -18515644.000000 Penalty: 5804.630859
	Iteration 24Q: 3 clusters Score -1.851564e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115836 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -18515912.000000 Penalty: 5804.630859
	Iteration 25Q: 3 clusters Score -1.851591e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116406 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -18516156.000000 Penalty: 5804.630859
	Iteration 26Q: 3 clusters Score -1.851616e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116873 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -18516288.000000 Penalty: 5804.630859
	Iteration 27Q: 3 clusters Score -1.851629e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117257 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -18516408.000000 Penalty: 5804.630859
	Iteration 28Q: 3 clusters Score -1.851641e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117569 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -18516550.000000 Penalty: 5804.630859
	Iteration 29Q: 3 clusters Score -1.851655e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117828 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -18516616.000000 Penalty: 5804.630859
	Iteration 30Q: 3 clusters Score -1.851662e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118049 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -18516752.000000 Penalty: 5804.630859
	Iteration 31Q: 3 clusters Score -1.851675e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118260 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -18516854.000000 Penalty: 5804.630859
	Iteration 32Q: 3 clusters Score -1.851685e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118425 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -18516912.000000 Penalty: 5804.630859
	Iteration 33Q: 3 clusters Score -1.851691e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118566 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -18516986.000000 Penalty: 5804.630859
	Iteration 34Q: 3 clusters Score -1.851699e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118672 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -18516998.000000 Penalty: 5804.630859
	Iteration 35Q: 3 clusters Score -1.8517e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118778 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -18517024.000000 Penalty: 5804.630859
	Iteration 36Q: 3 clusters Score -1.851702e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118879 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -18517032.000000 Penalty: 5804.630859
	Iteration 37Q: 3 clusters Score -1.851703e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118955 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -18517060.000000 Penalty: 5804.630859
	Iteration 38Q: 3 clusters Score -1.851706e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119030 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -18517100.000000 Penalty: 5804.630859
	Iteration 39Q: 3 clusters Score -1.85171e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119087 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -18517116.000000 Penalty: 5804.630859
	Iteration 40F: 3 clusters Score -1.851712e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119131 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -18517120.000000 Penalty: 5804.630859
	Iteration 41Q: 3 clusters Score -1.851712e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119160 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -18517146.000000 Penalty: 5804.630859
	Iteration 42Q: 3 clusters Score -1.851715e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119195 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -18517170.000000 Penalty: 5804.630859
	Iteration 43Q: 3 clusters Score -1.851717e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119230 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -18517166.000000 Penalty: 5804.630859
	Iteration 44Q: 3 clusters Score -1.851717e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119261 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -18517196.000000 Penalty: 5804.630859
	Iteration 45Q: 3 clusters Score -1.85172e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119286 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -18517232.000000 Penalty: 5804.630859
	Iteration 46Q: 3 clusters Score -1.851723e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119303 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -18517230.000000 Penalty: 5804.630859
	Iteration 47Q: 3 clusters Score -1.851723e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119318 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -18517242.000000 Penalty: 5804.630859
	Iteration 48Q: 3 clusters Score -1.851724e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119329 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -18517256.000000 Penalty: 5804.630859
	Iteration 49Q: 3 clusters Score -1.851726e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119345 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -18517272.000000 Penalty: 5804.630859
	Iteration 50Q: 3 clusters Score -1.851727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119353 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -18517264.000000 Penalty: 5804.630859
	Iteration 51Q: 3 clusters Score -1.851726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119358 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -18517266.000000 Penalty: 5804.630859
	Iteration 52Q: 3 clusters Score -1.851727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119364 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -18517254.000000 Penalty: 5804.630859
	Iteration 53Q: 3 clusters Score -1.851725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119372 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -18517256.000000 Penalty: 5804.630859
	Iteration 54Q: 3 clusters Score -1.851726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119381 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -18517242.000000 Penalty: 5804.630859
	Iteration 55Q: 3 clusters Score -1.851724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119382 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -18517246.000000 Penalty: 5804.630859
	Iteration 56Q: 3 clusters Score -1.851725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119387 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -18517250.000000 Penalty: 5804.630859
	Iteration 57Q: 3 clusters Score -1.851725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119393 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -18517244.000000 Penalty: 5804.630859
	Iteration 58Q: 3 clusters Score -1.851724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -18517246.000000 Penalty: 5804.630859
	Iteration 59Q: 3 clusters Score -1.851725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -18517240.000000 Penalty: 5804.630859
	Iteration 60F: 3 clusters Score -1.851724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119410 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -18517246.000000 Penalty: 5804.630859
	Iteration 61Q: 3 clusters Score -1.851725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119415 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -18517262.000000 Penalty: 5804.630859
	Iteration 62Q: 3 clusters Score -1.851726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119424 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -18517274.000000 Penalty: 5804.630859
	Iteration 63Q: 3 clusters Score -1.851727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119427 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -18517252.000000 Penalty: 5804.630859
	Iteration 64Q: 3 clusters Score -1.851725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119430 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -18517244.000000 Penalty: 5804.630859
	Iteration 65Q: 3 clusters Score -1.851724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119436 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -18517260.000000 Penalty: 5804.630859
	Iteration 66Q: 3 clusters Score -1.851726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119439 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -18517246.000000 Penalty: 5804.630859
	Iteration 67Q: 3 clusters Score -1.851725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119443 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -18517250.000000 Penalty: 5804.630859
	Iteration 68Q: 3 clusters Score -1.851725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119444 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -18517242.000000 Penalty: 5804.630859
	Iteration 69Q: 3 clusters Score -1.851724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119447 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -18517252.000000 Penalty: 5804.630859
	Iteration 70Q: 3 clusters Score -1.851725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119447 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -18517252.000000 Penalty: 5804.630859
	Iteration 71F: 3 clusters Score -1.851725e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Entering Unmasked Estep 
Score: -4286141.000000 Penalty: 2524.936523
	Iteration 0F: 2 clusters Score -4286141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -4267850.500000 Penalty: 5049.873047
	Iteration 0F: 3 clusters Score -4267850 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -4274100.000000 Penalty: 5049.873047
	Iteration 1F: 3 clusters Score -4274100 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -4274502.000000 Penalty: 5049.873047
	Iteration 2Q: 3 clusters Score -4274502 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4274897.000000 Penalty: 5049.873047
	Iteration 3Q: 3 clusters Score -4274897 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4275283.000000 Penalty: 5049.873047
	Iteration 4Q: 3 clusters Score -4275283 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -4275689.500000 Penalty: 5049.873047
	Iteration 5Q: 3 clusters Score -4275690 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -4276214.000000 Penalty: 5049.873047
	Iteration 6Q: 3 clusters Score -4276214 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -4277033.500000 Penalty: 5049.873047
	Iteration 7F: 3 clusters Score -4277034 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4278076.500000 Penalty: 5049.873047
	Iteration 8F: 3 clusters Score -4278076 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -4279260.500000 Penalty: 5049.873047
	Iteration 9F: 3 clusters Score -4279260 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -4280404.000000 Penalty: 5049.873047
	Iteration 10F: 3 clusters Score -4280404 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4281390.500000 Penalty: 5049.873047
	Iteration 11Q: 3 clusters Score -4281390 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -4282224.000000 Penalty: 5049.873047
	Iteration 12Q: 3 clusters Score -4282224 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -4282988.500000 Penalty: 5049.873047
	Iteration 13Q: 3 clusters Score -4282988 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -4283616.500000 Penalty: 5049.873047
	Iteration 14Q: 3 clusters Score -4283616 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -4284111.500000 Penalty: 5049.873047
	Iteration 15Q: 3 clusters Score -4284112 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -4284487.000000 Penalty: 5049.873047
	Iteration 16Q: 3 clusters Score -4284487 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -4284751.000000 Penalty: 5049.873047
	Iteration 17Q: 3 clusters Score -4284751 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -4284918.000000 Penalty: 5049.873047
	Iteration 18Q: 3 clusters Score -4284918 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -4285047.500000 Penalty: 5049.873047
	Iteration 19Q: 3 clusters Score -4285048 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -4285112.000000 Penalty: 5049.873047
	Iteration 20F: 3 clusters Score -4285112 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -4285174.000000 Penalty: 5049.873047
	Iteration 21Q: 3 clusters Score -4285174 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -4285240.500000 Penalty: 5049.873047
	Iteration 22Q: 3 clusters Score -4285240 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -4285308.000000 Penalty: 5049.873047
	Iteration 23Q: 3 clusters Score -4285308 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -4285359.000000 Penalty: 5049.873047
	Iteration 24Q: 3 clusters Score -4285359 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -4285393.500000 Penalty: 5049.873047
	Iteration 25Q: 3 clusters Score -4285394 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -4285415.500000 Penalty: 5049.873047
	Iteration 26Q: 3 clusters Score -4285416 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -4285434.500000 Penalty: 5049.873047
	Iteration 27Q: 3 clusters Score -4285434 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -4285432.000000 Penalty: 5049.873047
	Iteration 28Q: 3 clusters Score -4285432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -4285443.000000 Penalty: 5049.873047
	Iteration 29Q: 3 clusters Score -4285443 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -4285443.000000 Penalty: 5049.873047
	Iteration 30Q: 3 clusters Score -4285443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -4285453.000000 Penalty: 5049.873047
	Iteration 31Q: 3 clusters Score -4285453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -4285454.000000 Penalty: 5049.873047
	Iteration 32Q: 3 clusters Score -4285454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -4285462.500000 Penalty: 5049.873047
	Iteration 33Q: 3 clusters Score -4285462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -4285464.000000 Penalty: 5049.873047
	Iteration 34Q: 3 clusters Score -4285464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -4285462.000000 Penalty: 5049.873047
	Iteration 35Q: 3 clusters Score -4285462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -4285460.000000 Penalty: 5049.873047
	Iteration 36Q: 3 clusters Score -4285460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -4285462.500000 Penalty: 5049.873047
	Iteration 37Q: 3 clusters Score -4285462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -4285463.000000 Penalty: 5049.873047
	Iteration 38Q: 3 clusters Score -4285463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -4285463.500000 Penalty: 5049.873047
	Iteration 39Q: 3 clusters Score -4285464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -4285459.500000 Penalty: 5049.873047
	Iteration 40F: 3 clusters Score -4285460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Entering Unmasked Estep 
Score: -1022878.687500 Penalty: 2191.708984
	Iteration 0F: 2 clusters Score -1022879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1017169.937500 Penalty: 4383.417969
	Iteration 0F: 3 clusters Score -1017170 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1018767.937500 Penalty: 4383.417969
	Iteration 1F: 3 clusters Score -1018768 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1019192.812500 Penalty: 4383.417969
	Iteration 2F: 3 clusters Score -1019193 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1019628.500000 Penalty: 4383.417969
	Iteration 3F: 3 clusters Score -1019628 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1020116.687500 Penalty: 4383.417969
	Iteration 4F: 3 clusters Score -1020117 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1020541.937500 Penalty: 4383.417969
	Iteration 5F: 3 clusters Score -1020542 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1020915.437500 Penalty: 4383.417969
	Iteration 6F: 3 clusters Score -1020915 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1021190.375000 Penalty: 4383.417969
	Iteration 7F: 3 clusters Score -1021190 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1021378.875000 Penalty: 4383.417969
	Iteration 8Q: 3 clusters Score -1021379 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1021515.250000 Penalty: 4383.417969
	Iteration 9Q: 3 clusters Score -1021515 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1021652.250000 Penalty: 4383.417969
	Iteration 10Q: 3 clusters Score -1021652 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1021756.375000 Penalty: 4383.417969
	Iteration 11Q: 3 clusters Score -1021756 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1021835.125000 Penalty: 4383.417969
	Iteration 12Q: 3 clusters Score -1021835 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1021906.812500 Penalty: 4383.417969
	Iteration 13Q: 3 clusters Score -1021907 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1021979.000000 Penalty: 4383.417969
	Iteration 14Q: 3 clusters Score -1021979 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1022043.312500 Penalty: 4383.417969
	Iteration 15Q: 3 clusters Score -1022043 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1022119.437500 Penalty: 4383.417969
	Iteration 16Q: 3 clusters Score -1022119 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1022199.625000 Penalty: 4383.417969
	Iteration 17Q: 3 clusters Score -1022200 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1022286.562500 Penalty: 4383.417969
	Iteration 18Q: 3 clusters Score -1022287 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1022375.937500 Penalty: 4383.417969
	Iteration 19Q: 3 clusters Score -1022376 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1022483.312500 Penalty: 4383.417969
	Iteration 20F: 3 clusters Score -1022483 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1022594.312500 Penalty: 4383.417969
	Iteration 21Q: 3 clusters Score -1022594 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1022689.500000 Penalty: 4383.417969
	Iteration 22Q: 3 clusters Score -1022690 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1022760.187500 Penalty: 4383.417969
	Iteration 23Q: 3 clusters Score -1022760 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1022824.125000 Penalty: 4383.417969
	Iteration 24Q: 3 clusters Score -1022824 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1022882.687500 Penalty: 4383.417969
	Iteration 25Q: 3 clusters Score -1022883 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1022930.687500 Penalty: 4383.417969
	Iteration 26Q: 3 clusters Score -1022931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1022970.312500 Penalty: 4383.417969
	Iteration 27Q: 3 clusters Score -1022970 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1023004.250000 Penalty: 4383.417969
	Iteration 28Q: 3 clusters Score -1023004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1023045.875000 Penalty: 4383.417969
	Iteration 29Q: 3 clusters Score -1023046 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1023098.375000 Penalty: 4383.417969
	Iteration 30Q: 3 clusters Score -1023098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1023150.000000 Penalty: 4383.417969
	Iteration 31Q: 3 clusters Score -1023150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1023202.125000 Penalty: 4383.417969
	Iteration 32Q: 3 clusters Score -1023202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1023270.312500 Penalty: 4383.417969
	Iteration 33Q: 3 clusters Score -1023270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1023378.375000 Penalty: 4383.417969
	Iteration 34Q: 3 clusters Score -1023378 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1023485.125000 Penalty: 4383.417969
	Iteration 35Q: 3 clusters Score -1023485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1023538.562500 Penalty: 4383.417969
	Iteration 36Q: 3 clusters Score -1023539 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1023563.000000 Penalty: 4383.417969
	Iteration 37Q: 3 clusters Score -1023563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1023572.125000 Penalty: 4383.417969
	Iteration 38Q: 3 clusters Score -1023572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1023577.625000 Penalty: 4383.417969
	Iteration 39Q: 3 clusters Score -1023578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1023583.000000 Penalty: 4383.417969
	Iteration 40F: 3 clusters Score -1023583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1023585.000000 Penalty: 4383.417969
	Iteration 41Q: 3 clusters Score -1023585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1023587.625000 Penalty: 4383.417969
	Iteration 42Q: 3 clusters Score -1023588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1023588.437500 Penalty: 4383.417969
	Iteration 43Q: 3 clusters Score -1023588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1023591.125000 Penalty: 4383.417969
	Iteration 44Q: 3 clusters Score -1023591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1023592.625000 Penalty: 4383.417969
	Iteration 45Q: 3 clusters Score -1023593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1023593.437500 Penalty: 4383.417969
	Iteration 46Q: 3 clusters Score -1023593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1023593.875000 Penalty: 4383.417969
	Iteration 47Q: 3 clusters Score -1023594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1023594.312500 Penalty: 4383.417969
	Iteration 48Q: 3 clusters Score -1023594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1023594.312500 Penalty: 4383.417969
	Iteration 49F: 3 clusters Score -1023594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33942 members 
Mstep: Class 3 contains 120920 members 
Mstep: Class 4 contains 26402 members 
Mstep: Class 5 contains 1160 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15816 members 
Mstep: Class 11 contains 5507 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 31741 members 
Mstep: Class 14 contains 9220 members 
Mstep: Class 15 contains 12855 members 
Mstep: Class 16 contains 73842 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 31218 members 
Mstep: Class 20 contains 3814 members 
Mstep: Class 21 contains 7398 members 
Mstep: Class 22 contains 109631 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6287 members 
Mstep: Class 26 contains 8804 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10090 members 
Mstep: Class 29 contains 17462 members 
Mstep: Class 30 contains 3349 members 
Mstep: Class 31 contains 56996 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10558 members 
Mstep: Class 34 contains 19886 members 
Mstep: Class 35 contains 3134 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18142 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 10063 members 
Mstep: Class 41 contains 3626 members 
Mstep: Class 42 contains 3646 members 
Mstep: Class 43 contains 5486 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16353 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41229 members 
Mstep: Class 48 contains 3671 members 
Mstep: Class 49 contains 20295 members 
Mstep: Class 50 contains 2925 members 
Mstep: Class 51 contains 5728 members 
Entering Unmasked Estep 
Score: -122561104.000000 Penalty: 171932.062500
Splitting cluster 5 changes total score from -122561512.000000 to -122561104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -91989.765625 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -91989.77 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 286 members 
Entering Unmasked Estep 
Score: -90371.226562 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -90371.23 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90572.281250 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -90572.28 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -90660.781250 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -90660.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -90716.601562 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -90716.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -90761.062500 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -90761.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -90803.367188 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -90803.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -90829.906250 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -90829.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -90846.765625 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -90846.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -90862.648438 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -90862.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -90874.687500 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -90874.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -90903.414062 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -90903.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -90950.421875 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -90950.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -90974.687500 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -90974.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -91005.812500 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -91005.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -91036.765625 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -91036.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91055.546875 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -91055.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -91073.820312 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -91073.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -91091.500000 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -91091.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -91106.890625 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -91106.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91116.273438 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -91116.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91130.078125 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -91130.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91139.914062 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -91139.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -91167.609375 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -91167.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -91240.273438 Penalty: 3198.649170
	Iteration 23Q: 3 clusters Score -91240.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -91368.757812 Penalty: 3198.649170
	Iteration 24Q: 3 clusters Score -91368.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -91511.914062 Penalty: 3198.649170
	Iteration 25Q: 3 clusters Score -91511.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91691.593750 Penalty: 3198.649170
	Iteration 26Q: 3 clusters Score -91691.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -92008.507812 Penalty: 3198.649170
	Iteration 27Q: 3 clusters Score -92008.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -92080.296875 Penalty: 3198.649170
	Iteration 28Q: 3 clusters Score -92080.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -92124.101562 Penalty: 3198.649170
	Iteration 29Q: 3 clusters Score -92124.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -92161.031250 Penalty: 3198.649170
	Iteration 30Q: 3 clusters Score -92161.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -92183.117188 Penalty: 3198.649170
	Iteration 31Q: 3 clusters Score -92183.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -92200.289062 Penalty: 3198.649170
	Iteration 32Q: 3 clusters Score -92200.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -92209.960938 Penalty: 3198.649170
	Iteration 33Q: 3 clusters Score -92209.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -92209.960938 Penalty: 3198.649170
	Iteration 34F: 3 clusters Score -92209.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33942 members 
Mstep: Class 3 contains 120920 members 
Mstep: Class 4 contains 26402 members 
Mstep: Class 5 contains 6888 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15816 members 
Mstep: Class 11 contains 5507 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 31741 members 
Mstep: Class 14 contains 9220 members 
Mstep: Class 15 contains 12855 members 
Mstep: Class 16 contains 73842 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 31218 members 
Mstep: Class 20 contains 3814 members 
Mstep: Class 21 contains 7398 members 
Mstep: Class 22 contains 109631 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6287 members 
Mstep: Class 26 contains 8804 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10090 members 
Mstep: Class 29 contains 17462 members 
Mstep: Class 30 contains 3349 members 
Mstep: Class 31 contains 56996 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10558 members 
Mstep: Class 34 contains 19886 members 
Mstep: Class 35 contains 3134 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18142 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 10063 members 
Mstep: Class 41 contains 3626 members 
Mstep: Class 42 contains 3646 members 
Mstep: Class 43 contains 5486 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16353 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41229 members 
Mstep: Class 48 contains 3671 members 
Mstep: Class 49 contains 20295 members 
Mstep: Class 50 contains 2925 members 
Mstep: Class 51 contains 226 members 
Entering Unmasked Estep 
Score: -122560264.000000 Penalty: 171932.062500
Splitting cluster 6 changes total score from -122561512.000000 to -122560264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Entering Unmasked Estep 
Score: -567972.437500 Penalty: 2027.605591
	Iteration 0F: 2 clusters Score -567972.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -564411.625000 Penalty: 4055.211182
	Iteration 0F: 3 clusters Score -564411.6 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -565223.625000 Penalty: 4055.211182
	Iteration 1F: 3 clusters Score -565223.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -565416.500000 Penalty: 4055.211182
	Iteration 2F: 3 clusters Score -565416.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -565526.625000 Penalty: 4055.211182
	Iteration 3Q: 3 clusters Score -565526.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -565611.750000 Penalty: 4055.211182
	Iteration 4Q: 3 clusters Score -565611.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -565723.937500 Penalty: 4055.211182
	Iteration 5Q: 3 clusters Score -565723.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -565859.875000 Penalty: 4055.211182
	Iteration 6Q: 3 clusters Score -565859.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -566047.125000 Penalty: 4055.211182
	Iteration 7Q: 3 clusters Score -566047.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -566303.562500 Penalty: 4055.211182
	Iteration 8F: 3 clusters Score -566303.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -566661.000000 Penalty: 4055.211182
	Iteration 9F: 3 clusters Score -566661 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -566973.062500 Penalty: 4055.211182
	Iteration 10F: 3 clusters Score -566973.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -567129.562500 Penalty: 4055.211182
	Iteration 11Q: 3 clusters Score -567129.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -567217.812500 Penalty: 4055.211182
	Iteration 12Q: 3 clusters Score -567217.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -567267.125000 Penalty: 4055.211182
	Iteration 13Q: 3 clusters Score -567267.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -567300.625000 Penalty: 4055.211182
	Iteration 14Q: 3 clusters Score -567300.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -567317.875000 Penalty: 4055.211182
	Iteration 15Q: 3 clusters Score -567317.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -567336.687500 Penalty: 4055.211182
	Iteration 16Q: 3 clusters Score -567336.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -567345.687500 Penalty: 4055.211182
	Iteration 17Q: 3 clusters Score -567345.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -567351.125000 Penalty: 4055.211182
	Iteration 18Q: 3 clusters Score -567351.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -567355.812500 Penalty: 4055.211182
	Iteration 19Q: 3 clusters Score -567355.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -567360.625000 Penalty: 4055.211182
	Iteration 20F: 3 clusters Score -567360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -567361.000000 Penalty: 4055.211182
	Iteration 21Q: 3 clusters Score -567361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -567362.750000 Penalty: 4055.211182
	Iteration 22Q: 3 clusters Score -567362.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -567364.125000 Penalty: 4055.211182
	Iteration 23Q: 3 clusters Score -567364.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -567365.125000 Penalty: 4055.211182
	Iteration 24Q: 3 clusters Score -567365.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -567365.125000 Penalty: 4055.211182
	Iteration 25F: 3 clusters Score -567365.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Entering Unmasked Estep 
Score: -989717.375000 Penalty: 2170.875244
	Iteration 0F: 2 clusters Score -989717.4 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 3239 members 
Entering Unmasked Estep 
Score: -984374.250000 Penalty: 4341.750488
	Iteration 0F: 3 clusters Score -984374.2 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -985837.062500 Penalty: 4341.750488
	Iteration 1F: 3 clusters Score -985837.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -986205.625000 Penalty: 4341.750488
	Iteration 2F: 3 clusters Score -986205.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -986519.937500 Penalty: 4341.750488
	Iteration 3F: 3 clusters Score -986519.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -986794.375000 Penalty: 4341.750488
	Iteration 4F: 3 clusters Score -986794.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -987041.250000 Penalty: 4341.750488
	Iteration 5F: 3 clusters Score -987041.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -987236.625000 Penalty: 4341.750488
	Iteration 6Q: 3 clusters Score -987236.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -987394.000000 Penalty: 4341.750488
	Iteration 7Q: 3 clusters Score -987394 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -987510.437500 Penalty: 4341.750488
	Iteration 8Q: 3 clusters Score -987510.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -987606.125000 Penalty: 4341.750488
	Iteration 9Q: 3 clusters Score -987606.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -987683.375000 Penalty: 4341.750488
	Iteration 10Q: 3 clusters Score -987683.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -987752.875000 Penalty: 4341.750488
	Iteration 11Q: 3 clusters Score -987752.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -987795.250000 Penalty: 4341.750488
	Iteration 12Q: 3 clusters Score -987795.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -987823.187500 Penalty: 4341.750488
	Iteration 13Q: 3 clusters Score -987823.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -987857.437500 Penalty: 4341.750488
	Iteration 14Q: 3 clusters Score -987857.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -987878.312500 Penalty: 4341.750488
	Iteration 15Q: 3 clusters Score -987878.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -987894.625000 Penalty: 4341.750488
	Iteration 16Q: 3 clusters Score -987894.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -987908.937500 Penalty: 4341.750488
	Iteration 17Q: 3 clusters Score -987908.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -987922.250000 Penalty: 4341.750488
	Iteration 18Q: 3 clusters Score -987922.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -987931.562500 Penalty: 4341.750488
	Iteration 19Q: 3 clusters Score -987931.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -987941.875000 Penalty: 4341.750488
	Iteration 20F: 3 clusters Score -987941.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -987949.500000 Penalty: 4341.750488
	Iteration 21Q: 3 clusters Score -987949.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -987956.687500 Penalty: 4341.750488
	Iteration 22Q: 3 clusters Score -987956.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -987962.000000 Penalty: 4341.750488
	Iteration 23Q: 3 clusters Score -987962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -987966.750000 Penalty: 4341.750488
	Iteration 24Q: 3 clusters Score -987966.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -987969.125000 Penalty: 4341.750488
	Iteration 25Q: 3 clusters Score -987969.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -987970.937500 Penalty: 4341.750488
	Iteration 26Q: 3 clusters Score -987970.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -987973.000000 Penalty: 4341.750488
	Iteration 27Q: 3 clusters Score -987973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -987976.625000 Penalty: 4341.750488
	Iteration 28Q: 3 clusters Score -987976.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -987980.562500 Penalty: 4341.750488
	Iteration 29Q: 3 clusters Score -987980.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -987982.000000 Penalty: 4341.750488
	Iteration 30Q: 3 clusters Score -987982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -987986.812500 Penalty: 4341.750488
	Iteration 31Q: 3 clusters Score -987986.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -987990.250000 Penalty: 4341.750488
	Iteration 32Q: 3 clusters Score -987990.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -987991.750000 Penalty: 4341.750488
	Iteration 33Q: 3 clusters Score -987991.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -987994.187500 Penalty: 4341.750488
	Iteration 34Q: 3 clusters Score -987994.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -987997.437500 Penalty: 4341.750488
	Iteration 35Q: 3 clusters Score -987997.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -988001.312500 Penalty: 4341.750488
	Iteration 36Q: 3 clusters Score -988001.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -988003.375000 Penalty: 4341.750488
	Iteration 37Q: 3 clusters Score -988003.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -988007.750000 Penalty: 4341.750488
	Iteration 38Q: 3 clusters Score -988007.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -988015.687500 Penalty: 4341.750488
	Iteration 39Q: 3 clusters Score -988015.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -988020.062500 Penalty: 4341.750488
	Iteration 40F: 3 clusters Score -988020.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -988022.937500 Penalty: 4341.750488
	Iteration 41Q: 3 clusters Score -988022.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -988023.937500 Penalty: 4341.750488
	Iteration 42Q: 3 clusters Score -988023.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -988023.937500 Penalty: 4341.750488
	Iteration 43F: 3 clusters Score -988023.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -72348.179688 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -72348.18 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 253 members 
Entering Unmasked Estep 
Score: -70915.210938 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -70915.21 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71125.156250 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -71125.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71182.148438 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -71182.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71214.015625 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -71214.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71236.484375 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -71236.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71268.382812 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -71268.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71286.351562 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -71286.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71286.351562 Penalty: 3073.436279
	Iteration 7F: 3 clusters Score -71286.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Entering Unmasked Estep 
Score: -2536866.000000 Penalty: 2397.856934
	Iteration 0F: 2 clusters Score -2536866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2525423.000000 Penalty: 4795.713867
	Iteration 0F: 3 clusters Score -2525423 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2529173.500000 Penalty: 4795.713867
	Iteration 1F: 3 clusters Score -2529174 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2529655.250000 Penalty: 4795.713867
	Iteration 2F: 3 clusters Score -2529655 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2530123.000000 Penalty: 4795.713867
	Iteration 3F: 3 clusters Score -2530123 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2530506.000000 Penalty: 4795.713867
	Iteration 4Q: 3 clusters Score -2530506 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2530846.500000 Penalty: 4795.713867
	Iteration 5Q: 3 clusters Score -2530846 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2531164.250000 Penalty: 4795.713867
	Iteration 6Q: 3 clusters Score -2531164 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2531450.750000 Penalty: 4795.713867
	Iteration 7Q: 3 clusters Score -2531451 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2531731.750000 Penalty: 4795.713867
	Iteration 8Q: 3 clusters Score -2531732 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2532035.750000 Penalty: 4795.713867
	Iteration 9Q: 3 clusters Score -2532036 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2532321.000000 Penalty: 4795.713867
	Iteration 10Q: 3 clusters Score -2532321 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2532665.000000 Penalty: 4795.713867
	Iteration 11Q: 3 clusters Score -2532665 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2533087.500000 Penalty: 4795.713867
	Iteration 12Q: 3 clusters Score -2533088 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2533525.000000 Penalty: 4795.713867
	Iteration 13Q: 3 clusters Score -2533525 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2534006.750000 Penalty: 4795.713867
	Iteration 14Q: 3 clusters Score -2534007 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2534467.000000 Penalty: 4795.713867
	Iteration 15Q: 3 clusters Score -2534467 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2534887.500000 Penalty: 4795.713867
	Iteration 16Q: 3 clusters Score -2534888 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2535141.250000 Penalty: 4795.713867
	Iteration 17Q: 3 clusters Score -2535141 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2535293.500000 Penalty: 4795.713867
	Iteration 18Q: 3 clusters Score -2535294 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2535378.000000 Penalty: 4795.713867
	Iteration 19Q: 3 clusters Score -2535378 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2535409.500000 Penalty: 4795.713867
	Iteration 20F: 3 clusters Score -2535410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2535427.000000 Penalty: 4795.713867
	Iteration 21Q: 3 clusters Score -2535427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2535430.500000 Penalty: 4795.713867
	Iteration 22Q: 3 clusters Score -2535430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2535436.500000 Penalty: 4795.713867
	Iteration 23Q: 3 clusters Score -2535436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2535444.250000 Penalty: 4795.713867
	Iteration 24Q: 3 clusters Score -2535444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2535452.000000 Penalty: 4795.713867
	Iteration 25Q: 3 clusters Score -2535452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2535458.500000 Penalty: 4795.713867
	Iteration 26Q: 3 clusters Score -2535458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2535460.750000 Penalty: 4795.713867
	Iteration 27Q: 3 clusters Score -2535461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2535460.750000 Penalty: 4795.713867
	Iteration 28Q: 3 clusters Score -2535461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2535466.750000 Penalty: 4795.713867
	Iteration 29Q: 3 clusters Score -2535467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2535468.500000 Penalty: 4795.713867
	Iteration 30Q: 3 clusters Score -2535468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2535471.750000 Penalty: 4795.713867
	Iteration 31Q: 3 clusters Score -2535472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2535475.750000 Penalty: 4795.713867
	Iteration 32Q: 3 clusters Score -2535476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2535475.500000 Penalty: 4795.713867
	Iteration 33Q: 3 clusters Score -2535476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2535472.500000 Penalty: 4795.713867
	Iteration 34Q: 3 clusters Score -2535472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2535476.250000 Penalty: 4795.713867
	Iteration 35Q: 3 clusters Score -2535476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2535476.250000 Penalty: 4795.713867
	Iteration 36F: 3 clusters Score -2535476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Entering Unmasked Estep 
Score: -817579.062500 Penalty: 2136.216309
	Iteration 0F: 2 clusters Score -817579.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -812775.312500 Penalty: 4272.432617
	Iteration 0F: 3 clusters Score -812775.3 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -813993.937500 Penalty: 4272.432617
	Iteration 1F: 3 clusters Score -813993.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -814271.375000 Penalty: 4272.432617
	Iteration 2F: 3 clusters Score -814271.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -814488.937500 Penalty: 4272.432617
	Iteration 3F: 3 clusters Score -814488.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -814648.000000 Penalty: 4272.432617
	Iteration 4Q: 3 clusters Score -814648 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -814796.500000 Penalty: 4272.432617
	Iteration 5Q: 3 clusters Score -814796.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -814916.375000 Penalty: 4272.432617
	Iteration 6Q: 3 clusters Score -814916.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -815025.812500 Penalty: 4272.432617
	Iteration 7Q: 3 clusters Score -815025.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -815111.437500 Penalty: 4272.432617
	Iteration 8Q: 3 clusters Score -815111.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -815183.375000 Penalty: 4272.432617
	Iteration 9Q: 3 clusters Score -815183.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -815245.312500 Penalty: 4272.432617
	Iteration 10Q: 3 clusters Score -815245.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -815305.187500 Penalty: 4272.432617
	Iteration 11Q: 3 clusters Score -815305.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -815355.187500 Penalty: 4272.432617
	Iteration 12Q: 3 clusters Score -815355.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -815397.562500 Penalty: 4272.432617
	Iteration 13Q: 3 clusters Score -815397.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -815433.562500 Penalty: 4272.432617
	Iteration 14Q: 3 clusters Score -815433.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -815468.437500 Penalty: 4272.432617
	Iteration 15Q: 3 clusters Score -815468.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -815496.875000 Penalty: 4272.432617
	Iteration 16Q: 3 clusters Score -815496.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -815517.187500 Penalty: 4272.432617
	Iteration 17Q: 3 clusters Score -815517.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -815534.750000 Penalty: 4272.432617
	Iteration 18Q: 3 clusters Score -815534.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -815552.937500 Penalty: 4272.432617
	Iteration 19Q: 3 clusters Score -815552.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -815567.062500 Penalty: 4272.432617
	Iteration 20F: 3 clusters Score -815567.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -815580.812500 Penalty: 4272.432617
	Iteration 21Q: 3 clusters Score -815580.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -815594.125000 Penalty: 4272.432617
	Iteration 22Q: 3 clusters Score -815594.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -815605.437500 Penalty: 4272.432617
	Iteration 23Q: 3 clusters Score -815605.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -815615.500000 Penalty: 4272.432617
	Iteration 24Q: 3 clusters Score -815615.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -815625.000000 Penalty: 4272.432617
	Iteration 25Q: 3 clusters Score -815625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -815637.750000 Penalty: 4272.432617
	Iteration 26Q: 3 clusters Score -815637.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -815650.875000 Penalty: 4272.432617
	Iteration 27Q: 3 clusters Score -815650.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -815659.750000 Penalty: 4272.432617
	Iteration 28Q: 3 clusters Score -815659.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -815668.750000 Penalty: 4272.432617
	Iteration 29Q: 3 clusters Score -815668.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -815676.250000 Penalty: 4272.432617
	Iteration 30Q: 3 clusters Score -815676.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -815684.437500 Penalty: 4272.432617
	Iteration 31Q: 3 clusters Score -815684.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -815688.437500 Penalty: 4272.432617
	Iteration 32Q: 3 clusters Score -815688.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -815698.187500 Penalty: 4272.432617
	Iteration 33Q: 3 clusters Score -815698.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -815704.625000 Penalty: 4272.432617
	Iteration 34Q: 3 clusters Score -815704.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -815713.062500 Penalty: 4272.432617
	Iteration 35Q: 3 clusters Score -815713.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -815722.375000 Penalty: 4272.432617
	Iteration 36Q: 3 clusters Score -815722.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -815732.250000 Penalty: 4272.432617
	Iteration 37Q: 3 clusters Score -815732.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -815744.500000 Penalty: 4272.432617
	Iteration 38Q: 3 clusters Score -815744.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -815755.875000 Penalty: 4272.432617
	Iteration 39Q: 3 clusters Score -815755.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -815766.687500 Penalty: 4272.432617
	Iteration 40F: 3 clusters Score -815766.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -815776.437500 Penalty: 4272.432617
	Iteration 41Q: 3 clusters Score -815776.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -815783.875000 Penalty: 4272.432617
	Iteration 42Q: 3 clusters Score -815783.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -815795.562500 Penalty: 4272.432617
	Iteration 43Q: 3 clusters Score -815795.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -815814.750000 Penalty: 4272.432617
	Iteration 44Q: 3 clusters Score -815814.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -815827.312500 Penalty: 4272.432617
	Iteration 45Q: 3 clusters Score -815827.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -815838.625000 Penalty: 4272.432617
	Iteration 46Q: 3 clusters Score -815838.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -815853.687500 Penalty: 4272.432617
	Iteration 47Q: 3 clusters Score -815853.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -815868.125000 Penalty: 4272.432617
	Iteration 48Q: 3 clusters Score -815868.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -815880.812500 Penalty: 4272.432617
	Iteration 49Q: 3 clusters Score -815880.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -815890.500000 Penalty: 4272.432617
	Iteration 50Q: 3 clusters Score -815890.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -815897.062500 Penalty: 4272.432617
	Iteration 51Q: 3 clusters Score -815897.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -815902.625000 Penalty: 4272.432617
	Iteration 52Q: 3 clusters Score -815902.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -815908.812500 Penalty: 4272.432617
	Iteration 53Q: 3 clusters Score -815908.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -815913.062500 Penalty: 4272.432617
	Iteration 54Q: 3 clusters Score -815913.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -815922.562500 Penalty: 4272.432617
	Iteration 55Q: 3 clusters Score -815922.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -815930.062500 Penalty: 4272.432617
	Iteration 56Q: 3 clusters Score -815930.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -815941.625000 Penalty: 4272.432617
	Iteration 57Q: 3 clusters Score -815941.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -815951.187500 Penalty: 4272.432617
	Iteration 58Q: 3 clusters Score -815951.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -815961.437500 Penalty: 4272.432617
	Iteration 59Q: 3 clusters Score -815961.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -815979.750000 Penalty: 4272.432617
	Iteration 60F: 3 clusters Score -815979.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -815992.500000 Penalty: 4272.432617
	Iteration 61Q: 3 clusters Score -815992.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -816011.562500 Penalty: 4272.432617
	Iteration 62Q: 3 clusters Score -816011.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -816023.937500 Penalty: 4272.432617
	Iteration 63Q: 3 clusters Score -816023.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -816037.875000 Penalty: 4272.432617
	Iteration 64Q: 3 clusters Score -816037.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -816049.187500 Penalty: 4272.432617
	Iteration 65Q: 3 clusters Score -816049.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -816062.375000 Penalty: 4272.432617
	Iteration 66Q: 3 clusters Score -816062.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -816071.750000 Penalty: 4272.432617
	Iteration 67Q: 3 clusters Score -816071.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -816072.937500 Penalty: 4272.432617
	Iteration 68Q: 3 clusters Score -816072.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -816080.187500 Penalty: 4272.432617
	Iteration 69Q: 3 clusters Score -816080.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -816081.625000 Penalty: 4272.432617
	Iteration 70Q: 3 clusters Score -816081.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -816085.687500 Penalty: 4272.432617
	Iteration 71Q: 3 clusters Score -816085.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -816085.875000 Penalty: 4272.432617
	Iteration 72Q: 3 clusters Score -816085.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -816088.500000 Penalty: 4272.432617
	Iteration 73Q: 3 clusters Score -816088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -816089.187500 Penalty: 4272.432617
	Iteration 74Q: 3 clusters Score -816089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -816089.500000 Penalty: 4272.432617
	Iteration 75Q: 3 clusters Score -816089.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -816089.500000 Penalty: 4272.432617
	Iteration 76F: 3 clusters Score -816089.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Entering Unmasked Estep 
Score: -668021.250000 Penalty: 2070.672119
	Iteration 0F: 2 clusters Score -668021.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -663998.000000 Penalty: 4141.344238
	Iteration 0F: 3 clusters Score -663998 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -664873.875000 Penalty: 4141.344238
	Iteration 1F: 3 clusters Score -664873.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -665086.187500 Penalty: 4141.344238
	Iteration 2F: 3 clusters Score -665086.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -665232.062500 Penalty: 4141.344238
	Iteration 3F: 3 clusters Score -665232.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -665367.312500 Penalty: 4141.344238
	Iteration 4Q: 3 clusters Score -665367.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -665480.187500 Penalty: 4141.344238
	Iteration 5Q: 3 clusters Score -665480.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -665612.625000 Penalty: 4141.344238
	Iteration 6Q: 3 clusters Score -665612.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -665725.125000 Penalty: 4141.344238
	Iteration 7Q: 3 clusters Score -665725.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -665820.625000 Penalty: 4141.344238
	Iteration 8Q: 3 clusters Score -665820.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -665884.937500 Penalty: 4141.344238
	Iteration 9Q: 3 clusters Score -665884.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -665936.062500 Penalty: 4141.344238
	Iteration 10Q: 3 clusters Score -665936.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -665985.437500 Penalty: 4141.344238
	Iteration 11Q: 3 clusters Score -665985.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -666026.375000 Penalty: 4141.344238
	Iteration 12Q: 3 clusters Score -666026.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -666056.062500 Penalty: 4141.344238
	Iteration 13Q: 3 clusters Score -666056.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -666082.937500 Penalty: 4141.344238
	Iteration 14Q: 3 clusters Score -666082.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -666104.062500 Penalty: 4141.344238
	Iteration 15Q: 3 clusters Score -666104.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -666120.750000 Penalty: 4141.344238
	Iteration 16Q: 3 clusters Score -666120.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -666136.000000 Penalty: 4141.344238
	Iteration 17Q: 3 clusters Score -666136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -666155.437500 Penalty: 4141.344238
	Iteration 18Q: 3 clusters Score -666155.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -666176.625000 Penalty: 4141.344238
	Iteration 19Q: 3 clusters Score -666176.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -666197.187500 Penalty: 4141.344238
	Iteration 20F: 3 clusters Score -666197.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -666217.937500 Penalty: 4141.344238
	Iteration 21Q: 3 clusters Score -666217.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -666233.500000 Penalty: 4141.344238
	Iteration 22Q: 3 clusters Score -666233.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -666251.812500 Penalty: 4141.344238
	Iteration 23Q: 3 clusters Score -666251.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -666275.812500 Penalty: 4141.344238
	Iteration 24Q: 3 clusters Score -666275.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -666300.562500 Penalty: 4141.344238
	Iteration 25Q: 3 clusters Score -666300.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -666330.000000 Penalty: 4141.344238
	Iteration 26Q: 3 clusters Score -666330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -666361.000000 Penalty: 4141.344238
	Iteration 27Q: 3 clusters Score -666361 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -666393.000000 Penalty: 4141.344238
	Iteration 28Q: 3 clusters Score -666393 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -666425.875000 Penalty: 4141.344238
	Iteration 29Q: 3 clusters Score -666425.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -666464.062500 Penalty: 4141.344238
	Iteration 30Q: 3 clusters Score -666464.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -666504.000000 Penalty: 4141.344238
	Iteration 31Q: 3 clusters Score -666504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -666543.187500 Penalty: 4141.344238
	Iteration 32Q: 3 clusters Score -666543.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -666584.250000 Penalty: 4141.344238
	Iteration 33Q: 3 clusters Score -666584.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -666635.500000 Penalty: 4141.344238
	Iteration 34Q: 3 clusters Score -666635.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -666676.437500 Penalty: 4141.344238
	Iteration 35Q: 3 clusters Score -666676.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -666703.437500 Penalty: 4141.344238
	Iteration 36Q: 3 clusters Score -666703.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -666730.187500 Penalty: 4141.344238
	Iteration 37Q: 3 clusters Score -666730.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -666751.125000 Penalty: 4141.344238
	Iteration 38Q: 3 clusters Score -666751.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -666769.750000 Penalty: 4141.344238
	Iteration 39Q: 3 clusters Score -666769.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -666782.500000 Penalty: 4141.344238
	Iteration 40F: 3 clusters Score -666782.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -666793.000000 Penalty: 4141.344238
	Iteration 41Q: 3 clusters Score -666793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -666802.500000 Penalty: 4141.344238
	Iteration 42Q: 3 clusters Score -666802.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -666808.062500 Penalty: 4141.344238
	Iteration 43Q: 3 clusters Score -666808.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -666820.625000 Penalty: 4141.344238
	Iteration 44Q: 3 clusters Score -666820.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -666828.625000 Penalty: 4141.344238
	Iteration 45Q: 3 clusters Score -666828.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -666833.937500 Penalty: 4141.344238
	Iteration 46Q: 3 clusters Score -666833.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -666838.437500 Penalty: 4141.344238
	Iteration 47Q: 3 clusters Score -666838.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -666844.687500 Penalty: 4141.344238
	Iteration 48Q: 3 clusters Score -666844.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -666850.312500 Penalty: 4141.344238
	Iteration 49Q: 3 clusters Score -666850.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -666858.812500 Penalty: 4141.344238
	Iteration 50Q: 3 clusters Score -666858.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -666862.875000 Penalty: 4141.344238
	Iteration 51Q: 3 clusters Score -666862.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -666867.312500 Penalty: 4141.344238
	Iteration 52Q: 3 clusters Score -666867.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -666870.062500 Penalty: 4141.344238
	Iteration 53Q: 3 clusters Score -666870.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -666873.625000 Penalty: 4141.344238
	Iteration 54Q: 3 clusters Score -666873.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -666876.562500 Penalty: 4141.344238
	Iteration 55Q: 3 clusters Score -666876.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -666880.750000 Penalty: 4141.344238
	Iteration 56Q: 3 clusters Score -666880.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -666889.687500 Penalty: 4141.344238
	Iteration 57Q: 3 clusters Score -666889.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -666898.250000 Penalty: 4141.344238
	Iteration 58Q: 3 clusters Score -666898.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -666911.000000 Penalty: 4141.344238
	Iteration 59Q: 3 clusters Score -666911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -666922.062500 Penalty: 4141.344238
	Iteration 60F: 3 clusters Score -666922.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -666928.562500 Penalty: 4141.344238
	Iteration 61Q: 3 clusters Score -666928.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -666937.562500 Penalty: 4141.344238
	Iteration 62Q: 3 clusters Score -666937.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -666945.750000 Penalty: 4141.344238
	Iteration 63Q: 3 clusters Score -666945.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -666954.187500 Penalty: 4141.344238
	Iteration 64Q: 3 clusters Score -666954.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -666958.312500 Penalty: 4141.344238
	Iteration 65Q: 3 clusters Score -666958.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -666963.937500 Penalty: 4141.344238
	Iteration 66Q: 3 clusters Score -666963.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -666970.000000 Penalty: 4141.344238
	Iteration 67Q: 3 clusters Score -666970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -666978.312500 Penalty: 4141.344238
	Iteration 68Q: 3 clusters Score -666978.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -666992.062500 Penalty: 4141.344238
	Iteration 69Q: 3 clusters Score -666992.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -667003.625000 Penalty: 4141.344238
	Iteration 70Q: 3 clusters Score -667003.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -667025.250000 Penalty: 4141.344238
	Iteration 71Q: 3 clusters Score -667025.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -667052.125000 Penalty: 4141.344238
	Iteration 72Q: 3 clusters Score -667052.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -667104.750000 Penalty: 4141.344238
	Iteration 73Q: 3 clusters Score -667104.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -667196.687500 Penalty: 4141.344238
	Iteration 74Q: 3 clusters Score -667196.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -667276.500000 Penalty: 4141.344238
	Iteration 75Q: 3 clusters Score -667276.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -667306.937500 Penalty: 4141.344238
	Iteration 76Q: 3 clusters Score -667306.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -667319.000000 Penalty: 4141.344238
	Iteration 77Q: 3 clusters Score -667319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -667324.250000 Penalty: 4141.344238
	Iteration 78Q: 3 clusters Score -667324.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -667326.000000 Penalty: 4141.344238
	Iteration 79Q: 3 clusters Score -667326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -667327.750000 Penalty: 4141.344238
	Iteration 80F: 3 clusters Score -667327.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -667327.500000 Penalty: 4141.344238
	Iteration 81Q: 3 clusters Score -667327.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -667327.500000 Penalty: 4141.344238
	Iteration 82F: 3 clusters Score -667327.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Entering Unmasked Estep 
Score: -5025014.500000 Penalty: 2570.610352
	Iteration 0F: 2 clusters Score -5025014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -5003360.500000 Penalty: 5141.220703
	Iteration 0F: 3 clusters Score -5003360 nChanged 14287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -5011202.500000 Penalty: 5141.220703
	Iteration 1F: 3 clusters Score -5011202 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -5011760.500000 Penalty: 5141.220703
	Iteration 2Q: 3 clusters Score -5011760 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -5012408.500000 Penalty: 5141.220703
	Iteration 3Q: 3 clusters Score -5012408 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -5013169.000000 Penalty: 5141.220703
	Iteration 4Q: 3 clusters Score -5013169 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -5014247.500000 Penalty: 5141.220703
	Iteration 5F: 3 clusters Score -5014248 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -5015608.000000 Penalty: 5141.220703
	Iteration 6F: 3 clusters Score -5015608 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -5017316.000000 Penalty: 5141.220703
	Iteration 7F: 3 clusters Score -5017316 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -5019050.000000 Penalty: 5141.220703
	Iteration 8F: 3 clusters Score -5019050 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -5020759.500000 Penalty: 5141.220703
	Iteration 9F: 3 clusters Score -5020760 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -5022218.500000 Penalty: 5141.220703
	Iteration 10Q: 3 clusters Score -5022218 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -5023076.000000 Penalty: 5141.220703
	Iteration 11Q: 3 clusters Score -5023076 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -5023384.500000 Penalty: 5141.220703
	Iteration 12Q: 3 clusters Score -5023384 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -5023511.000000 Penalty: 5141.220703
	Iteration 13Q: 3 clusters Score -5023511 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -5023586.000000 Penalty: 5141.220703
	Iteration 14Q: 3 clusters Score -5023586 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -5023621.500000 Penalty: 5141.220703
	Iteration 15Q: 3 clusters Score -5023622 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -5023641.500000 Penalty: 5141.220703
	Iteration 16Q: 3 clusters Score -5023642 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -5023670.000000 Penalty: 5141.220703
	Iteration 17Q: 3 clusters Score -5023670 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5023688.500000 Penalty: 5141.220703
	Iteration 18Q: 3 clusters Score -5023688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5023706.500000 Penalty: 5141.220703
	Iteration 19Q: 3 clusters Score -5023706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -5023714.500000 Penalty: 5141.220703
	Iteration 20F: 3 clusters Score -5023714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -5023715.000000 Penalty: 5141.220703
	Iteration 21Q: 3 clusters Score -5023715 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -5023722.500000 Penalty: 5141.220703
	Iteration 22Q: 3 clusters Score -5023722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -5023724.000000 Penalty: 5141.220703
	Iteration 23Q: 3 clusters Score -5023724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -5023731.000000 Penalty: 5141.220703
	Iteration 24Q: 3 clusters Score -5023731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5023737.000000 Penalty: 5141.220703
	Iteration 25Q: 3 clusters Score -5023737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5023736.000000 Penalty: 5141.220703
	Iteration 26Q: 3 clusters Score -5023736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -5023748.500000 Penalty: 5141.220703
	Iteration 27Q: 3 clusters Score -5023748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5023742.000000 Penalty: 5141.220703
	Iteration 28Q: 3 clusters Score -5023742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -5023745.000000 Penalty: 5141.220703
	Iteration 29Q: 3 clusters Score -5023745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5023745.500000 Penalty: 5141.220703
	Iteration 30Q: 3 clusters Score -5023746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5023754.500000 Penalty: 5141.220703
	Iteration 31Q: 3 clusters Score -5023754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -5023753.000000 Penalty: 5141.220703
	Iteration 32Q: 3 clusters Score -5023753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -5023757.500000 Penalty: 5141.220703
	Iteration 33Q: 3 clusters Score -5023758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5023765.500000 Penalty: 5141.220703
	Iteration 34Q: 3 clusters Score -5023766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5023757.500000 Penalty: 5141.220703
	Iteration 35Q: 3 clusters Score -5023758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5023754.000000 Penalty: 5141.220703
	Iteration 36Q: 3 clusters Score -5023754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -5023759.500000 Penalty: 5141.220703
	Iteration 37Q: 3 clusters Score -5023760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5023756.000000 Penalty: 5141.220703
	Iteration 38Q: 3 clusters Score -5023756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5023756.500000 Penalty: 5141.220703
	Iteration 39Q: 3 clusters Score -5023756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -5023758.000000 Penalty: 5141.220703
	Iteration 40F: 3 clusters Score -5023758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Entering Unmasked Estep 
Score: -1416557.250000 Penalty: 2264.024414
	Iteration 0F: 2 clusters Score -1416557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1409393.875000 Penalty: 4528.048828
	Iteration 0F: 3 clusters Score -1409394 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1411596.250000 Penalty: 4528.048828
	Iteration 1F: 3 clusters Score -1411596 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1412063.500000 Penalty: 4528.048828
	Iteration 2F: 3 clusters Score -1412064 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1412453.000000 Penalty: 4528.048828
	Iteration 3F: 3 clusters Score -1412453 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1412850.250000 Penalty: 4528.048828
	Iteration 4F: 3 clusters Score -1412850 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1413285.500000 Penalty: 4528.048828
	Iteration 5F: 3 clusters Score -1413286 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1413833.625000 Penalty: 4528.048828
	Iteration 6F: 3 clusters Score -1413834 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1414420.375000 Penalty: 4528.048828
	Iteration 7F: 3 clusters Score -1414420 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1415100.500000 Penalty: 4528.048828
	Iteration 8F: 3 clusters Score -1415100 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1415831.625000 Penalty: 4528.048828
	Iteration 9F: 3 clusters Score -1415832 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1416365.375000 Penalty: 4528.048828
	Iteration 10Q: 3 clusters Score -1416365 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1416752.750000 Penalty: 4528.048828
	Iteration 11Q: 3 clusters Score -1416753 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1417038.750000 Penalty: 4528.048828
	Iteration 12Q: 3 clusters Score -1417039 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1417229.375000 Penalty: 4528.048828
	Iteration 13Q: 3 clusters Score -1417229 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1417313.500000 Penalty: 4528.048828
	Iteration 14Q: 3 clusters Score -1417314 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1417346.375000 Penalty: 4528.048828
	Iteration 15Q: 3 clusters Score -1417346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1417362.750000 Penalty: 4528.048828
	Iteration 16Q: 3 clusters Score -1417363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1417372.500000 Penalty: 4528.048828
	Iteration 17Q: 3 clusters Score -1417372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1417379.750000 Penalty: 4528.048828
	Iteration 18Q: 3 clusters Score -1417380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1417379.875000 Penalty: 4528.048828
	Iteration 19Q: 3 clusters Score -1417380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1417382.250000 Penalty: 4528.048828
	Iteration 20F: 3 clusters Score -1417382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1417382.875000 Penalty: 4528.048828
	Iteration 21Q: 3 clusters Score -1417383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1417381.750000 Penalty: 4528.048828
	Iteration 22Q: 3 clusters Score -1417382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1417385.125000 Penalty: 4528.048828
	Iteration 23Q: 3 clusters Score -1417385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1417386.125000 Penalty: 4528.048828
	Iteration 24Q: 3 clusters Score -1417386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1417386.125000 Penalty: 4528.048828
	Iteration 25F: 3 clusters Score -1417386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33942 members 
Mstep: Class 3 contains 120920 members 
Mstep: Class 4 contains 26402 members 
Mstep: Class 5 contains 6888 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15816 members 
Mstep: Class 11 contains 5507 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 31741 members 
Mstep: Class 14 contains 5415 members 
Mstep: Class 15 contains 12855 members 
Mstep: Class 16 contains 73842 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 31218 members 
Mstep: Class 20 contains 3814 members 
Mstep: Class 21 contains 7398 members 
Mstep: Class 22 contains 109631 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6287 members 
Mstep: Class 26 contains 8804 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10090 members 
Mstep: Class 29 contains 17462 members 
Mstep: Class 30 contains 3349 members 
Mstep: Class 31 contains 56996 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10558 members 
Mstep: Class 34 contains 19886 members 
Mstep: Class 35 contains 3134 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18142 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 10063 members 
Mstep: Class 41 contains 3626 members 
Mstep: Class 42 contains 3646 members 
Mstep: Class 43 contains 5486 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16353 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41229 members 
Mstep: Class 48 contains 3671 members 
Mstep: Class 49 contains 20295 members 
Mstep: Class 50 contains 2925 members 
Mstep: Class 51 contains 3805 members 
Entering Unmasked Estep 
Score: -122561688.000000 Penalty: 171932.062500
Splitting cluster 14 changes total score from -122561512.000000 to -122561688.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 15 (12855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Entering Unmasked Estep 
Score: -1995646.375000 Penalty: 2346.448975
	Iteration 0F: 2 clusters Score -1995646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1986248.000000 Penalty: 4692.897949
	Iteration 0F: 3 clusters Score -1986248 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1989399.375000 Penalty: 4692.897949
	Iteration 1F: 3 clusters Score -1989399 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1989972.000000 Penalty: 4692.897949
	Iteration 2F: 3 clusters Score -1989972 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1990635.625000 Penalty: 4692.897949
	Iteration 3F: 3 clusters Score -1990636 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1991313.375000 Penalty: 4692.897949
	Iteration 4F: 3 clusters Score -1991313 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1991919.375000 Penalty: 4692.897949
	Iteration 5F: 3 clusters Score -1991919 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1992384.500000 Penalty: 4692.897949
	Iteration 6F: 3 clusters Score -1992384 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1992687.000000 Penalty: 4692.897949
	Iteration 7Q: 3 clusters Score -1992687 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1992893.250000 Penalty: 4692.897949
	Iteration 8Q: 3 clusters Score -1992893 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1993028.000000 Penalty: 4692.897949
	Iteration 9Q: 3 clusters Score -1993028 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1993109.875000 Penalty: 4692.897949
	Iteration 10Q: 3 clusters Score -1993110 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1993178.875000 Penalty: 4692.897949
	Iteration 11Q: 3 clusters Score -1993179 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1993232.500000 Penalty: 4692.897949
	Iteration 12Q: 3 clusters Score -1993232 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1993269.000000 Penalty: 4692.897949
	Iteration 13Q: 3 clusters Score -1993269 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1993284.000000 Penalty: 4692.897949
	Iteration 14Q: 3 clusters Score -1993284 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1993302.750000 Penalty: 4692.897949
	Iteration 15Q: 3 clusters Score -1993303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1993313.000000 Penalty: 4692.897949
	Iteration 16Q: 3 clusters Score -1993313 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1993328.500000 Penalty: 4692.897949
	Iteration 17Q: 3 clusters Score -1993328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1993333.000000 Penalty: 4692.897949
	Iteration 18Q: 3 clusters Score -1993333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1993342.375000 Penalty: 4692.897949
	Iteration 19Q: 3 clusters Score -1993342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1993352.000000 Penalty: 4692.897949
	Iteration 20F: 3 clusters Score -1993352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1993355.500000 Penalty: 4692.897949
	Iteration 21Q: 3 clusters Score -1993356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1993360.750000 Penalty: 4692.897949
	Iteration 22Q: 3 clusters Score -1993361 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1993369.500000 Penalty: 4692.897949
	Iteration 23Q: 3 clusters Score -1993370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1993371.750000 Penalty: 4692.897949
	Iteration 24Q: 3 clusters Score -1993372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1993380.000000 Penalty: 4692.897949
	Iteration 25Q: 3 clusters Score -1993380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1993382.375000 Penalty: 4692.897949
	Iteration 26Q: 3 clusters Score -1993382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1993389.750000 Penalty: 4692.897949
	Iteration 27Q: 3 clusters Score -1993390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1993393.625000 Penalty: 4692.897949
	Iteration 28Q: 3 clusters Score -1993394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1993401.125000 Penalty: 4692.897949
	Iteration 29Q: 3 clusters Score -1993401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1993406.625000 Penalty: 4692.897949
	Iteration 30Q: 3 clusters Score -1993407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1993413.875000 Penalty: 4692.897949
	Iteration 31Q: 3 clusters Score -1993414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1993417.250000 Penalty: 4692.897949
	Iteration 32Q: 3 clusters Score -1993417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1993421.000000 Penalty: 4692.897949
	Iteration 33Q: 3 clusters Score -1993421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1993427.250000 Penalty: 4692.897949
	Iteration 34Q: 3 clusters Score -1993427 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1993431.250000 Penalty: 4692.897949
	Iteration 35Q: 3 clusters Score -1993431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1993437.875000 Penalty: 4692.897949
	Iteration 36Q: 3 clusters Score -1993438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1993442.500000 Penalty: 4692.897949
	Iteration 37Q: 3 clusters Score -1993442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1993445.875000 Penalty: 4692.897949
	Iteration 38Q: 3 clusters Score -1993446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1993456.875000 Penalty: 4692.897949
	Iteration 39Q: 3 clusters Score -1993457 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1993464.500000 Penalty: 4692.897949
	Iteration 40F: 3 clusters Score -1993464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1993473.875000 Penalty: 4692.897949
	Iteration 41Q: 3 clusters Score -1993474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1993491.750000 Penalty: 4692.897949
	Iteration 42Q: 3 clusters Score -1993492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1993501.625000 Penalty: 4692.897949
	Iteration 43Q: 3 clusters Score -1993502 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1993516.625000 Penalty: 4692.897949
	Iteration 44Q: 3 clusters Score -1993517 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1993535.750000 Penalty: 4692.897949
	Iteration 45Q: 3 clusters Score -1993536 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1993556.375000 Penalty: 4692.897949
	Iteration 46Q: 3 clusters Score -1993556 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1993571.375000 Penalty: 4692.897949
	Iteration 47Q: 3 clusters Score -1993571 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1993601.000000 Penalty: 4692.897949
	Iteration 48Q: 3 clusters Score -1993601 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1993616.875000 Penalty: 4692.897949
	Iteration 49Q: 3 clusters Score -1993617 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1993641.125000 Penalty: 4692.897949
	Iteration 50Q: 3 clusters Score -1993641 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1993673.750000 Penalty: 4692.897949
	Iteration 51Q: 3 clusters Score -1993674 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1993695.750000 Penalty: 4692.897949
	Iteration 52Q: 3 clusters Score -1993696 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1993718.625000 Penalty: 4692.897949
	Iteration 53Q: 3 clusters Score -1993719 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1993746.625000 Penalty: 4692.897949
	Iteration 54Q: 3 clusters Score -1993747 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1993756.500000 Penalty: 4692.897949
	Iteration 55Q: 3 clusters Score -1993756 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1993771.750000 Penalty: 4692.897949
	Iteration 56Q: 3 clusters Score -1993772 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1993786.250000 Penalty: 4692.897949
	Iteration 57Q: 3 clusters Score -1993786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1993796.375000 Penalty: 4692.897949
	Iteration 58Q: 3 clusters Score -1993796 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1993815.000000 Penalty: 4692.897949
	Iteration 59Q: 3 clusters Score -1993815 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1993822.875000 Penalty: 4692.897949
	Iteration 60F: 3 clusters Score -1993823 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1993836.375000 Penalty: 4692.897949
	Iteration 61Q: 3 clusters Score -1993836 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1993846.375000 Penalty: 4692.897949
	Iteration 62Q: 3 clusters Score -1993846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1993861.625000 Penalty: 4692.897949
	Iteration 63Q: 3 clusters Score -1993862 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1993869.625000 Penalty: 4692.897949
	Iteration 64Q: 3 clusters Score -1993870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1993878.125000 Penalty: 4692.897949
	Iteration 65Q: 3 clusters Score -1993878 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1993897.000000 Penalty: 4692.897949
	Iteration 66Q: 3 clusters Score -1993897 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1993904.625000 Penalty: 4692.897949
	Iteration 67Q: 3 clusters Score -1993905 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1993914.875000 Penalty: 4692.897949
	Iteration 68Q: 3 clusters Score -1993915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1993918.500000 Penalty: 4692.897949
	Iteration 69Q: 3 clusters Score -1993918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1993921.375000 Penalty: 4692.897949
	Iteration 70Q: 3 clusters Score -1993921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1993924.125000 Penalty: 4692.897949
	Iteration 71Q: 3 clusters Score -1993924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1993929.000000 Penalty: 4692.897949
	Iteration 72Q: 3 clusters Score -1993929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1993940.750000 Penalty: 4692.897949
	Iteration 73Q: 3 clusters Score -1993941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1993941.250000 Penalty: 4692.897949
	Iteration 74Q: 3 clusters Score -1993941 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1993951.625000 Penalty: 4692.897949
	Iteration 75Q: 3 clusters Score -1993952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1993958.125000 Penalty: 4692.897949
	Iteration 76Q: 3 clusters Score -1993958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1993967.500000 Penalty: 4692.897949
	Iteration 77Q: 3 clusters Score -1993968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1993977.625000 Penalty: 4692.897949
	Iteration 78Q: 3 clusters Score -1993978 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1993987.625000 Penalty: 4692.897949
	Iteration 79Q: 3 clusters Score -1993988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1993996.375000 Penalty: 4692.897949
	Iteration 80F: 3 clusters Score -1993996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1994010.250000 Penalty: 4692.897949
	Iteration 81Q: 3 clusters Score -1994010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1994021.500000 Penalty: 4692.897949
	Iteration 82Q: 3 clusters Score -1994022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1994037.875000 Penalty: 4692.897949
	Iteration 83Q: 3 clusters Score -1994038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1994047.375000 Penalty: 4692.897949
	Iteration 84Q: 3 clusters Score -1994047 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1994064.500000 Penalty: 4692.897949
	Iteration 85Q: 3 clusters Score -1994064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1994079.375000 Penalty: 4692.897949
	Iteration 86Q: 3 clusters Score -1994079 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1994087.000000 Penalty: 4692.897949
	Iteration 87Q: 3 clusters Score -1994087 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1994098.125000 Penalty: 4692.897949
	Iteration 88Q: 3 clusters Score -1994098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1994106.625000 Penalty: 4692.897949
	Iteration 89Q: 3 clusters Score -1994107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1994109.625000 Penalty: 4692.897949
	Iteration 90Q: 3 clusters Score -1994110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1994122.750000 Penalty: 4692.897949
	Iteration 91Q: 3 clusters Score -1994123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1994130.875000 Penalty: 4692.897949
	Iteration 92Q: 3 clusters Score -1994131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1994127.625000 Penalty: 4692.897949
	Iteration 93Q: 3 clusters Score -1994128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1994129.875000 Penalty: 4692.897949
	Iteration 94Q: 3 clusters Score -1994130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1994133.875000 Penalty: 4692.897949
	Iteration 95Q: 3 clusters Score -1994134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1994138.125000 Penalty: 4692.897949
	Iteration 96Q: 3 clusters Score -1994138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1994138.375000 Penalty: 4692.897949
	Iteration 97Q: 3 clusters Score -1994138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1994138.500000 Penalty: 4692.897949
	Iteration 98Q: 3 clusters Score -1994138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1994139.375000 Penalty: 4692.897949
	Iteration 99Q: 3 clusters Score -1994139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1994142.875000 Penalty: 4692.897949
	Iteration 100F: 3 clusters Score -1994143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1994147.375000 Penalty: 4692.897949
	Iteration 101Q: 3 clusters Score -1994147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1994143.500000 Penalty: 4692.897949
	Iteration 102Q: 3 clusters Score -1994144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1994144.000000 Penalty: 4692.897949
	Iteration 103Q: 3 clusters Score -1994144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1994149.625000 Penalty: 4692.897949
	Iteration 104Q: 3 clusters Score -1994150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1994154.250000 Penalty: 4692.897949
	Iteration 105Q: 3 clusters Score -1994154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1994151.500000 Penalty: 4692.897949
	Iteration 106Q: 3 clusters Score -1994152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1994158.375000 Penalty: 4692.897949
	Iteration 107Q: 3 clusters Score -1994158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1994154.625000 Penalty: 4692.897949
	Iteration 108Q: 3 clusters Score -1994155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1994157.375000 Penalty: 4692.897949
	Iteration 109Q: 3 clusters Score -1994157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1994160.000000 Penalty: 4692.897949
	Iteration 110Q: 3 clusters Score -1994160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1994166.875000 Penalty: 4692.897949
	Iteration 111Q: 3 clusters Score -1994167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1994168.125000 Penalty: 4692.897949
	Iteration 112Q: 3 clusters Score -1994168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1994174.875000 Penalty: 4692.897949
	Iteration 113Q: 3 clusters Score -1994175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1994179.750000 Penalty: 4692.897949
	Iteration 114Q: 3 clusters Score -1994180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1994179.250000 Penalty: 4692.897949
	Iteration 115Q: 3 clusters Score -1994179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1994179.375000 Penalty: 4692.897949
	Iteration 116Q: 3 clusters Score -1994179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1994179.375000 Penalty: 4692.897949
	Iteration 117Q: 3 clusters Score -1994179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1994180.625000 Penalty: 4692.897949
	Iteration 118Q: 3 clusters Score -1994181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1994180.625000 Penalty: 4692.897949
	Iteration 119F: 3 clusters Score -1994181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (73842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73842 members 
Entering Unmasked Estep 
Score: -11674833.000000 Penalty: 2780.001465
	Iteration 0F: 2 clusters Score -1.167483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -11625531.000000 Penalty: 5560.002930
	Iteration 0F: 3 clusters Score -1.162553e+07 nChanged 34550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -11645985.000000 Penalty: 5560.002930
	Iteration 1F: 3 clusters Score -1.164598e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -11647646.000000 Penalty: 5560.002930
	Iteration 2F: 3 clusters Score -1.164765e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -11650277.000000 Penalty: 5560.002930
	Iteration 3F: 3 clusters Score -1.165028e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51851 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -11653869.000000 Penalty: 5560.002930
	Iteration 4F: 3 clusters Score -1.165387e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -11658157.000000 Penalty: 5560.002930
	Iteration 5F: 3 clusters Score -1.165816e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -11662439.000000 Penalty: 5560.002930
	Iteration 6F: 3 clusters Score -1.166244e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -11666173.000000 Penalty: 5560.002930
	Iteration 7F: 3 clusters Score -1.166617e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -11668947.000000 Penalty: 5560.002930
	Iteration 8Q: 3 clusters Score -1.166895e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -11670694.000000 Penalty: 5560.002930
	Iteration 9Q: 3 clusters Score -1.167069e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72426 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11671503.000000 Penalty: 5560.002930
	Iteration 10Q: 3 clusters Score -1.16715e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72896 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11671876.000000 Penalty: 5560.002930
	Iteration 11Q: 3 clusters Score -1.167188e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -11672033.000000 Penalty: 5560.002930
	Iteration 12Q: 3 clusters Score -1.167203e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73251 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11672188.000000 Penalty: 5560.002930
	Iteration 13Q: 3 clusters Score -1.167219e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73326 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -11672277.000000 Penalty: 5560.002930
	Iteration 14Q: 3 clusters Score -1.167228e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73368 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -11672318.000000 Penalty: 5560.002930
	Iteration 15Q: 3 clusters Score -1.167232e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73394 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11672342.000000 Penalty: 5560.002930
	Iteration 16Q: 3 clusters Score -1.167234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11672370.000000 Penalty: 5560.002930
	Iteration 17Q: 3 clusters Score -1.167237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73415 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -11672382.000000 Penalty: 5560.002930
	Iteration 18Q: 3 clusters Score -1.167238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -11672375.000000 Penalty: 5560.002930
	Iteration 19Q: 3 clusters Score -1.167238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11672381.000000 Penalty: 5560.002930
	Iteration 20F: 3 clusters Score -1.167238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11672389.000000 Penalty: 5560.002930
	Iteration 21Q: 3 clusters Score -1.167239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73430 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11672395.000000 Penalty: 5560.002930
	Iteration 22Q: 3 clusters Score -1.16724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11672395.000000 Penalty: 5560.002930
	Iteration 23Q: 3 clusters Score -1.16724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11672406.000000 Penalty: 5560.002930
	Iteration 24Q: 3 clusters Score -1.167241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73438 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -11672407.000000 Penalty: 5560.002930
	Iteration 25Q: 3 clusters Score -1.167241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73441 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -11672403.000000 Penalty: 5560.002930
	Iteration 26Q: 3 clusters Score -1.16724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73441 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -11672407.000000 Penalty: 5560.002930
	Iteration 27Q: 3 clusters Score -1.167241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -11672404.000000 Penalty: 5560.002930
	Iteration 28Q: 3 clusters Score -1.16724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73443 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11672408.000000 Penalty: 5560.002930
	Iteration 29Q: 3 clusters Score -1.167241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73443 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11672408.000000 Penalty: 5560.002930
	Iteration 30F: 3 clusters Score -1.167241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Entering Unmasked Estep 
Score: -748854.500000 Penalty: 2108.767578
	Iteration 0F: 2 clusters Score -748854.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -744440.812500 Penalty: 4217.535156
	Iteration 0F: 3 clusters Score -744440.8 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -745577.250000 Penalty: 4217.535156
	Iteration 1F: 3 clusters Score -745577.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -745901.062500 Penalty: 4217.535156
	Iteration 2F: 3 clusters Score -745901.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -746153.250000 Penalty: 4217.535156
	Iteration 3F: 3 clusters Score -746153.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -746355.875000 Penalty: 4217.535156
	Iteration 4F: 3 clusters Score -746355.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -746493.625000 Penalty: 4217.535156
	Iteration 5Q: 3 clusters Score -746493.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -746604.812500 Penalty: 4217.535156
	Iteration 6Q: 3 clusters Score -746604.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -746685.250000 Penalty: 4217.535156
	Iteration 7Q: 3 clusters Score -746685.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -746758.937500 Penalty: 4217.535156
	Iteration 8Q: 3 clusters Score -746758.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -746836.312500 Penalty: 4217.535156
	Iteration 9Q: 3 clusters Score -746836.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -746895.375000 Penalty: 4217.535156
	Iteration 10Q: 3 clusters Score -746895.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -746938.375000 Penalty: 4217.535156
	Iteration 11Q: 3 clusters Score -746938.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -746980.625000 Penalty: 4217.535156
	Iteration 12Q: 3 clusters Score -746980.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -747014.500000 Penalty: 4217.535156
	Iteration 13Q: 3 clusters Score -747014.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -747039.562500 Penalty: 4217.535156
	Iteration 14Q: 3 clusters Score -747039.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -747066.937500 Penalty: 4217.535156
	Iteration 15Q: 3 clusters Score -747066.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -747091.250000 Penalty: 4217.535156
	Iteration 16Q: 3 clusters Score -747091.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -747117.250000 Penalty: 4217.535156
	Iteration 17Q: 3 clusters Score -747117.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -747135.875000 Penalty: 4217.535156
	Iteration 18Q: 3 clusters Score -747135.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -747150.687500 Penalty: 4217.535156
	Iteration 19Q: 3 clusters Score -747150.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -747160.125000 Penalty: 4217.535156
	Iteration 20F: 3 clusters Score -747160.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -747165.437500 Penalty: 4217.535156
	Iteration 21Q: 3 clusters Score -747165.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -747174.500000 Penalty: 4217.535156
	Iteration 22Q: 3 clusters Score -747174.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -747182.875000 Penalty: 4217.535156
	Iteration 23Q: 3 clusters Score -747182.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -747188.125000 Penalty: 4217.535156
	Iteration 24Q: 3 clusters Score -747188.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -747193.937500 Penalty: 4217.535156
	Iteration 25Q: 3 clusters Score -747193.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -747202.937500 Penalty: 4217.535156
	Iteration 26Q: 3 clusters Score -747202.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -747212.187500 Penalty: 4217.535156
	Iteration 27Q: 3 clusters Score -747212.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -747220.187500 Penalty: 4217.535156
	Iteration 28Q: 3 clusters Score -747220.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -747227.000000 Penalty: 4217.535156
	Iteration 29Q: 3 clusters Score -747227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -747230.437500 Penalty: 4217.535156
	Iteration 30Q: 3 clusters Score -747230.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -747235.750000 Penalty: 4217.535156
	Iteration 31Q: 3 clusters Score -747235.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -747239.937500 Penalty: 4217.535156
	Iteration 32Q: 3 clusters Score -747239.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -747241.375000 Penalty: 4217.535156
	Iteration 33Q: 3 clusters Score -747241.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -747241.187500 Penalty: 4217.535156
	Iteration 34Q: 3 clusters Score -747241.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -747242.312500 Penalty: 4217.535156
	Iteration 35Q: 3 clusters Score -747242.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -747242.000000 Penalty: 4217.535156
	Iteration 36Q: 3 clusters Score -747242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -747242.000000 Penalty: 4217.535156
	Iteration 37F: 3 clusters Score -747242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Entering Unmasked Estep 
Score: -1156123.375000 Penalty: 2205.197021
	Iteration 0F: 2 clusters Score -1156123 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 3619 members 
Entering Unmasked Estep 
Score: -1150234.125000 Penalty: 4410.394043
	Iteration 0F: 3 clusters Score -1150234 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1152034.125000 Penalty: 4410.394043
	Iteration 1F: 3 clusters Score -1152034 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1152620.125000 Penalty: 4410.394043
	Iteration 2F: 3 clusters Score -1152620 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1153108.000000 Penalty: 4410.394043
	Iteration 3F: 3 clusters Score -1153108 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1153544.125000 Penalty: 4410.394043
	Iteration 4F: 3 clusters Score -1153544 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1153889.250000 Penalty: 4410.394043
	Iteration 5F: 3 clusters Score -1153889 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1154241.625000 Penalty: 4410.394043
	Iteration 6F: 3 clusters Score -1154242 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1154599.250000 Penalty: 4410.394043
	Iteration 7Q: 3 clusters Score -1154599 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1154906.000000 Penalty: 4410.394043
	Iteration 8Q: 3 clusters Score -1154906 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1155148.875000 Penalty: 4410.394043
	Iteration 9Q: 3 clusters Score -1155149 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1155305.250000 Penalty: 4410.394043
	Iteration 10Q: 3 clusters Score -1155305 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1155375.500000 Penalty: 4410.394043
	Iteration 11Q: 3 clusters Score -1155376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1155424.875000 Penalty: 4410.394043
	Iteration 12Q: 3 clusters Score -1155425 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1155459.250000 Penalty: 4410.394043
	Iteration 13Q: 3 clusters Score -1155459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1155480.750000 Penalty: 4410.394043
	Iteration 14Q: 3 clusters Score -1155481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1155499.500000 Penalty: 4410.394043
	Iteration 15Q: 3 clusters Score -1155500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1155515.875000 Penalty: 4410.394043
	Iteration 16Q: 3 clusters Score -1155516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1155527.250000 Penalty: 4410.394043
	Iteration 17Q: 3 clusters Score -1155527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1155535.125000 Penalty: 4410.394043
	Iteration 18Q: 3 clusters Score -1155535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1155547.750000 Penalty: 4410.394043
	Iteration 19Q: 3 clusters Score -1155548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1155561.875000 Penalty: 4410.394043
	Iteration 20F: 3 clusters Score -1155562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1155587.375000 Penalty: 4410.394043
	Iteration 21Q: 3 clusters Score -1155587 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1155619.000000 Penalty: 4410.394043
	Iteration 22Q: 3 clusters Score -1155619 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1155645.000000 Penalty: 4410.394043
	Iteration 23Q: 3 clusters Score -1155645 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1155680.750000 Penalty: 4410.394043
	Iteration 24Q: 3 clusters Score -1155681 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1155716.000000 Penalty: 4410.394043
	Iteration 25Q: 3 clusters Score -1155716 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1155744.125000 Penalty: 4410.394043
	Iteration 26Q: 3 clusters Score -1155744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1155765.750000 Penalty: 4410.394043
	Iteration 27Q: 3 clusters Score -1155766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1155786.000000 Penalty: 4410.394043
	Iteration 28Q: 3 clusters Score -1155786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1155806.250000 Penalty: 4410.394043
	Iteration 29Q: 3 clusters Score -1155806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1155821.750000 Penalty: 4410.394043
	Iteration 30Q: 3 clusters Score -1155822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1155835.500000 Penalty: 4410.394043
	Iteration 31Q: 3 clusters Score -1155836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1155846.000000 Penalty: 4410.394043
	Iteration 32Q: 3 clusters Score -1155846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1155852.750000 Penalty: 4410.394043
	Iteration 33Q: 3 clusters Score -1155853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1155862.000000 Penalty: 4410.394043
	Iteration 34Q: 3 clusters Score -1155862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1155871.125000 Penalty: 4410.394043
	Iteration 35Q: 3 clusters Score -1155871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1155874.125000 Penalty: 4410.394043
	Iteration 36Q: 3 clusters Score -1155874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1155878.125000 Penalty: 4410.394043
	Iteration 37Q: 3 clusters Score -1155878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1155877.750000 Penalty: 4410.394043
	Iteration 38Q: 3 clusters Score -1155878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1155878.875000 Penalty: 4410.394043
	Iteration 39Q: 3 clusters Score -1155879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1155882.125000 Penalty: 4410.394043
	Iteration 40F: 3 clusters Score -1155882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1155882.875000 Penalty: 4410.394043
	Iteration 41Q: 3 clusters Score -1155883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1155883.625000 Penalty: 4410.394043
	Iteration 42Q: 3 clusters Score -1155884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1155883.250000 Penalty: 4410.394043
	Iteration 43Q: 3 clusters Score -1155883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1155882.625000 Penalty: 4410.394043
	Iteration 44Q: 3 clusters Score -1155883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1155882.625000 Penalty: 4410.394043
	Iteration 45F: 3 clusters Score -1155883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Entering Unmasked Estep 
Score: -4644226.000000 Penalty: 2566.489990
	Iteration 0F: 2 clusters Score -4644226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -4622820.500000 Penalty: 5132.979980
	Iteration 0F: 3 clusters Score -4622820 nChanged 14073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -4630753.500000 Penalty: 5132.979980
	Iteration 1F: 3 clusters Score -4630754 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -4631411.000000 Penalty: 5132.979980
	Iteration 2F: 3 clusters Score -4631411 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -4632087.500000 Penalty: 5132.979980
	Iteration 3F: 3 clusters Score -4632088 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -4632870.500000 Penalty: 5132.979980
	Iteration 4F: 3 clusters Score -4632870 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -4633727.000000 Penalty: 5132.979980
	Iteration 5F: 3 clusters Score -4633727 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -4634713.000000 Penalty: 5132.979980
	Iteration 6F: 3 clusters Score -4634713 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -4635781.000000 Penalty: 5132.979980
	Iteration 7F: 3 clusters Score -4635781 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -4636906.500000 Penalty: 5132.979980
	Iteration 8F: 3 clusters Score -4636906 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -4637980.500000 Penalty: 5132.979980
	Iteration 9F: 3 clusters Score -4637980 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -4639042.000000 Penalty: 5132.979980
	Iteration 10Q: 3 clusters Score -4639042 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -4639937.000000 Penalty: 5132.979980
	Iteration 11Q: 3 clusters Score -4639937 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -4640615.000000 Penalty: 5132.979980
	Iteration 12Q: 3 clusters Score -4640615 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4641099.500000 Penalty: 5132.979980
	Iteration 13Q: 3 clusters Score -4641100 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4641521.500000 Penalty: 5132.979980
	Iteration 14Q: 3 clusters Score -4641522 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4641800.000000 Penalty: 5132.979980
	Iteration 15Q: 3 clusters Score -4641800 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4642003.000000 Penalty: 5132.979980
	Iteration 16Q: 3 clusters Score -4642003 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4642105.500000 Penalty: 5132.979980
	Iteration 17Q: 3 clusters Score -4642106 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4642175.500000 Penalty: 5132.979980
	Iteration 18Q: 3 clusters Score -4642176 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4642231.000000 Penalty: 5132.979980
	Iteration 19Q: 3 clusters Score -4642231 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4642270.500000 Penalty: 5132.979980
	Iteration 20F: 3 clusters Score -4642270 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4642299.000000 Penalty: 5132.979980
	Iteration 21Q: 3 clusters Score -4642299 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4642315.000000 Penalty: 5132.979980
	Iteration 22Q: 3 clusters Score -4642315 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4642345.500000 Penalty: 5132.979980
	Iteration 23Q: 3 clusters Score -4642346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4642360.500000 Penalty: 5132.979980
	Iteration 24Q: 3 clusters Score -4642360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4642363.500000 Penalty: 5132.979980
	Iteration 25Q: 3 clusters Score -4642364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4642371.000000 Penalty: 5132.979980
	Iteration 26Q: 3 clusters Score -4642371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4642371.000000 Penalty: 5132.979980
	Iteration 27Q: 3 clusters Score -4642371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4642377.500000 Penalty: 5132.979980
	Iteration 28Q: 3 clusters Score -4642378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4642381.500000 Penalty: 5132.979980
	Iteration 29Q: 3 clusters Score -4642382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4642381.000000 Penalty: 5132.979980
	Iteration 30Q: 3 clusters Score -4642381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4642385.000000 Penalty: 5132.979980
	Iteration 31Q: 3 clusters Score -4642385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4642385.000000 Penalty: 5132.979980
	Iteration 32Q: 3 clusters Score -4642385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4642388.000000 Penalty: 5132.979980
	Iteration 33Q: 3 clusters Score -4642388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4642389.500000 Penalty: 5132.979980
	Iteration 34Q: 3 clusters Score -4642390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4642387.500000 Penalty: 5132.979980
	Iteration 35Q: 3 clusters Score -4642388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4642393.000000 Penalty: 5132.979980
	Iteration 36Q: 3 clusters Score -4642393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4642393.000000 Penalty: 5132.979980
	Iteration 37Q: 3 clusters Score -4642393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4642390.500000 Penalty: 5132.979980
	Iteration 38Q: 3 clusters Score -4642390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4642395.500000 Penalty: 5132.979980
	Iteration 39Q: 3 clusters Score -4642396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4642400.000000 Penalty: 5132.979980
	Iteration 40F: 3 clusters Score -4642400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4642405.500000 Penalty: 5132.979980
	Iteration 41Q: 3 clusters Score -4642406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4642408.500000 Penalty: 5132.979980
	Iteration 42Q: 3 clusters Score -4642408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4642406.000000 Penalty: 5132.979980
	Iteration 43Q: 3 clusters Score -4642406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4642403.000000 Penalty: 5132.979980
	Iteration 44Q: 3 clusters Score -4642403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4642401.000000 Penalty: 5132.979980
	Iteration 45Q: 3 clusters Score -4642401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4642404.000000 Penalty: 5132.979980
	Iteration 46Q: 3 clusters Score -4642404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4642407.500000 Penalty: 5132.979980
	Iteration 47Q: 3 clusters Score -4642408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4642411.500000 Penalty: 5132.979980
	Iteration 48Q: 3 clusters Score -4642412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4642415.500000 Penalty: 5132.979980
	Iteration 49Q: 3 clusters Score -4642416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4642414.000000 Penalty: 5132.979980
	Iteration 50Q: 3 clusters Score -4642414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4642414.000000 Penalty: 5132.979980
	Iteration 51F: 3 clusters Score -4642414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Entering Unmasked Estep 
Score: -523558.687500 Penalty: 2045.115723
	Iteration 0F: 2 clusters Score -523558.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -519890.281250 Penalty: 4090.231445
	Iteration 0F: 3 clusters Score -519890.3 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -520828.531250 Penalty: 4090.231445
	Iteration 1F: 3 clusters Score -520828.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -521084.000000 Penalty: 4090.231445
	Iteration 2F: 3 clusters Score -521084 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -521240.562500 Penalty: 4090.231445
	Iteration 3F: 3 clusters Score -521240.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -521387.250000 Penalty: 4090.231445
	Iteration 4Q: 3 clusters Score -521387.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -521551.468750 Penalty: 4090.231445
	Iteration 5Q: 3 clusters Score -521551.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -521689.968750 Penalty: 4090.231445
	Iteration 6Q: 3 clusters Score -521690 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -521802.437500 Penalty: 4090.231445
	Iteration 7Q: 3 clusters Score -521802.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -521901.281250 Penalty: 4090.231445
	Iteration 8Q: 3 clusters Score -521901.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -521990.000000 Penalty: 4090.231445
	Iteration 9Q: 3 clusters Score -521990 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -522092.250000 Penalty: 4090.231445
	Iteration 10Q: 3 clusters Score -522092.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -522177.843750 Penalty: 4090.231445
	Iteration 11Q: 3 clusters Score -522177.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -522237.875000 Penalty: 4090.231445
	Iteration 12Q: 3 clusters Score -522237.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -522282.906250 Penalty: 4090.231445
	Iteration 13Q: 3 clusters Score -522282.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -522327.531250 Penalty: 4090.231445
	Iteration 14Q: 3 clusters Score -522327.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -522369.968750 Penalty: 4090.231445
	Iteration 15Q: 3 clusters Score -522370 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -522412.500000 Penalty: 4090.231445
	Iteration 16Q: 3 clusters Score -522412.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -522460.031250 Penalty: 4090.231445
	Iteration 17Q: 3 clusters Score -522460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -522497.437500 Penalty: 4090.231445
	Iteration 18Q: 3 clusters Score -522497.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -522529.843750 Penalty: 4090.231445
	Iteration 19Q: 3 clusters Score -522529.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -522565.437500 Penalty: 4090.231445
	Iteration 20F: 3 clusters Score -522565.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -522620.156250 Penalty: 4090.231445
	Iteration 21Q: 3 clusters Score -522620.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -522691.656250 Penalty: 4090.231445
	Iteration 22Q: 3 clusters Score -522691.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -522732.187500 Penalty: 4090.231445
	Iteration 23Q: 3 clusters Score -522732.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -522761.562500 Penalty: 4090.231445
	Iteration 24Q: 3 clusters Score -522761.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -522785.906250 Penalty: 4090.231445
	Iteration 25Q: 3 clusters Score -522785.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -522803.375000 Penalty: 4090.231445
	Iteration 26Q: 3 clusters Score -522803.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -522815.375000 Penalty: 4090.231445
	Iteration 27Q: 3 clusters Score -522815.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -522827.781250 Penalty: 4090.231445
	Iteration 28Q: 3 clusters Score -522827.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -522839.906250 Penalty: 4090.231445
	Iteration 29Q: 3 clusters Score -522839.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -522845.468750 Penalty: 4090.231445
	Iteration 30Q: 3 clusters Score -522845.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -522854.468750 Penalty: 4090.231445
	Iteration 31Q: 3 clusters Score -522854.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -522860.062500 Penalty: 4090.231445
	Iteration 32Q: 3 clusters Score -522860.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -522863.375000 Penalty: 4090.231445
	Iteration 33Q: 3 clusters Score -522863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -522867.250000 Penalty: 4090.231445
	Iteration 34Q: 3 clusters Score -522867.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -522870.062500 Penalty: 4090.231445
	Iteration 35Q: 3 clusters Score -522870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -522871.375000 Penalty: 4090.231445
	Iteration 36Q: 3 clusters Score -522871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -522872.281250 Penalty: 4090.231445
	Iteration 37Q: 3 clusters Score -522872.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -522874.031250 Penalty: 4090.231445
	Iteration 38Q: 3 clusters Score -522874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -522874.656250 Penalty: 4090.231445
	Iteration 39Q: 3 clusters Score -522874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -522874.656250 Penalty: 4090.231445
	Iteration 40F: 3 clusters Score -522874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -522874.968750 Penalty: 4090.231445
	Iteration 41Q: 3 clusters Score -522875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -522875.968750 Penalty: 4090.231445
	Iteration 42Q: 3 clusters Score -522876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -522876.187500 Penalty: 4090.231445
	Iteration 43Q: 3 clusters Score -522876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -522877.750000 Penalty: 4090.231445
	Iteration 44Q: 3 clusters Score -522877.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -522877.468750 Penalty: 4090.231445
	Iteration 45Q: 3 clusters Score -522877.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -522880.375000 Penalty: 4090.231445
	Iteration 46Q: 3 clusters Score -522880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -522881.156250 Penalty: 4090.231445
	Iteration 47Q: 3 clusters Score -522881.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -522881.343750 Penalty: 4090.231445
	Iteration 48Q: 3 clusters Score -522881.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -522882.687500 Penalty: 4090.231445
	Iteration 49Q: 3 clusters Score -522882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -522882.031250 Penalty: 4090.231445
	Iteration 50Q: 3 clusters Score -522882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -522881.562500 Penalty: 4090.231445
	Iteration 51Q: 3 clusters Score -522881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -522883.437500 Penalty: 4090.231445
	Iteration 52Q: 3 clusters Score -522883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -522883.343750 Penalty: 4090.231445
	Iteration 53Q: 3 clusters Score -522883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -522885.687500 Penalty: 4090.231445
	Iteration 54Q: 3 clusters Score -522885.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -522886.437500 Penalty: 4090.231445
	Iteration 55Q: 3 clusters Score -522886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -522888.625000 Penalty: 4090.231445
	Iteration 56Q: 3 clusters Score -522888.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -522890.000000 Penalty: 4090.231445
	Iteration 57Q: 3 clusters Score -522890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -522892.218750 Penalty: 4090.231445
	Iteration 58Q: 3 clusters Score -522892.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -522893.156250 Penalty: 4090.231445
	Iteration 59Q: 3 clusters Score -522893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -522894.531250 Penalty: 4090.231445
	Iteration 60F: 3 clusters Score -522894.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Entering Unmasked Estep 
Score: -1165121.375000 Penalty: 2209.423340
	Iteration 0F: 2 clusters Score -1165121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1159107.875000 Penalty: 4418.846680
	Iteration 0F: 3 clusters Score -1159108 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1160788.625000 Penalty: 4418.846680
	Iteration 1F: 3 clusters Score -1160789 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1161055.750000 Penalty: 4418.846680
	Iteration 2F: 3 clusters Score -1161056 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1161271.250000 Penalty: 4418.846680
	Iteration 3F: 3 clusters Score -1161271 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1161468.500000 Penalty: 4418.846680
	Iteration 4Q: 3 clusters Score -1161468 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1161674.250000 Penalty: 4418.846680
	Iteration 5Q: 3 clusters Score -1161674 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1161898.625000 Penalty: 4418.846680
	Iteration 6Q: 3 clusters Score -1161899 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1162124.000000 Penalty: 4418.846680
	Iteration 7Q: 3 clusters Score -1162124 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1162339.000000 Penalty: 4418.846680
	Iteration 8Q: 3 clusters Score -1162339 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1162521.375000 Penalty: 4418.846680
	Iteration 9Q: 3 clusters Score -1162521 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1162659.750000 Penalty: 4418.846680
	Iteration 10Q: 3 clusters Score -1162660 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1162771.250000 Penalty: 4418.846680
	Iteration 11Q: 3 clusters Score -1162771 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1162857.500000 Penalty: 4418.846680
	Iteration 12Q: 3 clusters Score -1162858 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1162932.625000 Penalty: 4418.846680
	Iteration 13Q: 3 clusters Score -1162933 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1162997.375000 Penalty: 4418.846680
	Iteration 14Q: 3 clusters Score -1162997 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1163031.500000 Penalty: 4418.846680
	Iteration 15Q: 3 clusters Score -1163032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1163064.375000 Penalty: 4418.846680
	Iteration 16Q: 3 clusters Score -1163064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1163082.500000 Penalty: 4418.846680
	Iteration 17Q: 3 clusters Score -1163082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1163102.500000 Penalty: 4418.846680
	Iteration 18Q: 3 clusters Score -1163102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1163115.125000 Penalty: 4418.846680
	Iteration 19Q: 3 clusters Score -1163115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1163123.000000 Penalty: 4418.846680
	Iteration 20F: 3 clusters Score -1163123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1163134.250000 Penalty: 4418.846680
	Iteration 21Q: 3 clusters Score -1163134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1163145.875000 Penalty: 4418.846680
	Iteration 22Q: 3 clusters Score -1163146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1163158.750000 Penalty: 4418.846680
	Iteration 23Q: 3 clusters Score -1163159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1163165.625000 Penalty: 4418.846680
	Iteration 24Q: 3 clusters Score -1163166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1163169.875000 Penalty: 4418.846680
	Iteration 25Q: 3 clusters Score -1163170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1163178.500000 Penalty: 4418.846680
	Iteration 26Q: 3 clusters Score -1163178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1163181.375000 Penalty: 4418.846680
	Iteration 27Q: 3 clusters Score -1163181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1163184.500000 Penalty: 4418.846680
	Iteration 28Q: 3 clusters Score -1163184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1163183.000000 Penalty: 4418.846680
	Iteration 29Q: 3 clusters Score -1163183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1163183.125000 Penalty: 4418.846680
	Iteration 30Q: 3 clusters Score -1163183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1163182.500000 Penalty: 4418.846680
	Iteration 31Q: 3 clusters Score -1163182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1163182.500000 Penalty: 4418.846680
	Iteration 32F: 3 clusters Score -1163182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (109631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109631 members 
Entering Unmasked Estep 
Score: -17631106.000000 Penalty: 2878.009033
	Iteration 0F: 2 clusters Score -1.763111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -17566980.000000 Penalty: 5756.018066
	Iteration 0F: 3 clusters Score -1.756698e+07 nChanged 52020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -17596714.000000 Penalty: 5756.018066
	Iteration 1F: 3 clusters Score -1.759671e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -17597602.000000 Penalty: 5756.018066
	Iteration 2Q: 3 clusters Score -1.75976e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -17598702.000000 Penalty: 5756.018066
	Iteration 3Q: 3 clusters Score -1.75987e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62685 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -17600538.000000 Penalty: 5756.018066
	Iteration 4Q: 3 clusters Score -1.760054e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66409 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -17603072.000000 Penalty: 5756.018066
	Iteration 5Q: 3 clusters Score -1.760307e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71275 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -17606582.000000 Penalty: 5756.018066
	Iteration 6F: 3 clusters Score -1.760658e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77173 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -17611094.000000 Penalty: 5756.018066
	Iteration 7F: 3 clusters Score -1.761109e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83582 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -17615974.000000 Penalty: 5756.018066
	Iteration 8F: 3 clusters Score -1.761597e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -17620424.000000 Penalty: 5756.018066
	Iteration 9F: 3 clusters Score -1.762042e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94730 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -17624420.000000 Penalty: 5756.018066
	Iteration 10Q: 3 clusters Score -1.762442e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97896 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -17627138.000000 Penalty: 5756.018066
	Iteration 11Q: 3 clusters Score -1.762714e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99726 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -17628772.000000 Penalty: 5756.018066
	Iteration 12Q: 3 clusters Score -1.762877e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100818 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -17629828.000000 Penalty: 5756.018066
	Iteration 13Q: 3 clusters Score -1.762983e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101550 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -17630458.000000 Penalty: 5756.018066
	Iteration 14Q: 3 clusters Score -1.763046e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102039 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -17631002.000000 Penalty: 5756.018066
	Iteration 15Q: 3 clusters Score -1.7631e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102300 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -17631492.000000 Penalty: 5756.018066
	Iteration 16Q: 3 clusters Score -1.763149e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102467 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -17631810.000000 Penalty: 5756.018066
	Iteration 17Q: 3 clusters Score -1.763181e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102561 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -17631984.000000 Penalty: 5756.018066
	Iteration 18Q: 3 clusters Score -1.763198e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102583 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -17632158.000000 Penalty: 5756.018066
	Iteration 19Q: 3 clusters Score -1.763216e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102585 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -17632324.000000 Penalty: 5756.018066
	Iteration 20F: 3 clusters Score -1.763232e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102542 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -17632416.000000 Penalty: 5756.018066
	Iteration 21Q: 3 clusters Score -1.763242e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102491 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -17632484.000000 Penalty: 5756.018066
	Iteration 22Q: 3 clusters Score -1.763248e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102450 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -17632524.000000 Penalty: 5756.018066
	Iteration 23Q: 3 clusters Score -1.763252e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102430 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -17632578.000000 Penalty: 5756.018066
	Iteration 24Q: 3 clusters Score -1.763258e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102410 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -17632590.000000 Penalty: 5756.018066
	Iteration 25Q: 3 clusters Score -1.763259e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102391 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -17632564.000000 Penalty: 5756.018066
	Iteration 26Q: 3 clusters Score -1.763256e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102372 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -17632562.000000 Penalty: 5756.018066
	Iteration 27Q: 3 clusters Score -1.763256e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102359 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -17632582.000000 Penalty: 5756.018066
	Iteration 28Q: 3 clusters Score -1.763258e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -17632574.000000 Penalty: 5756.018066
	Iteration 29Q: 3 clusters Score -1.763257e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102329 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -17632602.000000 Penalty: 5756.018066
	Iteration 30Q: 3 clusters Score -1.76326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102317 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -17632610.000000 Penalty: 5756.018066
	Iteration 31Q: 3 clusters Score -1.763261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102314 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -17632602.000000 Penalty: 5756.018066
	Iteration 32Q: 3 clusters Score -1.76326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102316 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -17632606.000000 Penalty: 5756.018066
	Iteration 33Q: 3 clusters Score -1.763261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102317 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -17632606.000000 Penalty: 5756.018066
	Iteration 34Q: 3 clusters Score -1.763261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102319 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -17632614.000000 Penalty: 5756.018066
	Iteration 35Q: 3 clusters Score -1.763261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102319 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -17632600.000000 Penalty: 5756.018066
	Iteration 36Q: 3 clusters Score -1.76326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102319 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -17632612.000000 Penalty: 5756.018066
	Iteration 37Q: 3 clusters Score -1.763261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102318 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -17632608.000000 Penalty: 5756.018066
	Iteration 38Q: 3 clusters Score -1.763261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102318 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -17632610.000000 Penalty: 5756.018066
	Iteration 39Q: 3 clusters Score -1.763261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102317 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -17632604.000000 Penalty: 5756.018066
	Iteration 40F: 3 clusters Score -1.76326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102317 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -17632602.000000 Penalty: 5756.018066
	Iteration 41Q: 3 clusters Score -1.76326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102316 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -17632608.000000 Penalty: 5756.018066
	Iteration 42Q: 3 clusters Score -1.763261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102315 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -17632600.000000 Penalty: 5756.018066
	Iteration 43Q: 3 clusters Score -1.76326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102315 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -17632602.000000 Penalty: 5756.018066
	Iteration 44Q: 3 clusters Score -1.76326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102314 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -17632600.000000 Penalty: 5756.018066
	Iteration 45Q: 3 clusters Score -1.76326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102313 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -17632600.000000 Penalty: 5756.018066
	Iteration 46Q: 3 clusters Score -1.76326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102313 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -17632602.000000 Penalty: 5756.018066
	Iteration 47Q: 3 clusters Score -1.76326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102313 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -17632602.000000 Penalty: 5756.018066
	Iteration 48F: 3 clusters Score -1.76326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33942 members 
Mstep: Class 3 contains 120920 members 
Mstep: Class 4 contains 26402 members 
Mstep: Class 5 contains 6888 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15816 members 
Mstep: Class 11 contains 5507 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 31741 members 
Mstep: Class 14 contains 5415 members 
Mstep: Class 15 contains 12855 members 
Mstep: Class 16 contains 73842 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 31218 members 
Mstep: Class 20 contains 3814 members 
Mstep: Class 21 contains 7398 members 
Mstep: Class 22 contains 102313 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6287 members 
Mstep: Class 26 contains 8804 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10090 members 
Mstep: Class 29 contains 17462 members 
Mstep: Class 30 contains 3349 members 
Mstep: Class 31 contains 56996 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10558 members 
Mstep: Class 34 contains 19886 members 
Mstep: Class 35 contains 3134 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18142 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 10063 members 
Mstep: Class 41 contains 3626 members 
Mstep: Class 42 contains 3646 members 
Mstep: Class 43 contains 5486 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16353 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41229 members 
Mstep: Class 48 contains 3671 members 
Mstep: Class 49 contains 20295 members 
Mstep: Class 50 contains 2925 members 
Mstep: Class 51 contains 3805 members 
Mstep: Class 52 contains 7318 members 
Entering Unmasked Estep 
Score: -122562576.000000 Penalty: 175303.281250
Splitting cluster 22 changes total score from -122561512.000000 to -122562576.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 23 (6255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Entering Unmasked Estep 
Score: -966748.062500 Penalty: 2167.801758
	Iteration 0F: 2 clusters Score -966748.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -961456.125000 Penalty: 4335.603516
	Iteration 0F: 3 clusters Score -961456.1 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -962957.500000 Penalty: 4335.603516
	Iteration 1F: 3 clusters Score -962957.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -963338.687500 Penalty: 4335.603516
	Iteration 2F: 3 clusters Score -963338.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -963731.312500 Penalty: 4335.603516
	Iteration 3F: 3 clusters Score -963731.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -964119.562500 Penalty: 4335.603516
	Iteration 4F: 3 clusters Score -964119.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -964512.437500 Penalty: 4335.603516
	Iteration 5F: 3 clusters Score -964512.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -964854.312500 Penalty: 4335.603516
	Iteration 6F: 3 clusters Score -964854.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -965074.062500 Penalty: 4335.603516
	Iteration 7Q: 3 clusters Score -965074.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -965226.062500 Penalty: 4335.603516
	Iteration 8Q: 3 clusters Score -965226.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -965343.250000 Penalty: 4335.603516
	Iteration 9Q: 3 clusters Score -965343.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -965413.187500 Penalty: 4335.603516
	Iteration 10Q: 3 clusters Score -965413.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -965458.125000 Penalty: 4335.603516
	Iteration 11Q: 3 clusters Score -965458.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -965498.000000 Penalty: 4335.603516
	Iteration 12Q: 3 clusters Score -965498 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -965532.312500 Penalty: 4335.603516
	Iteration 13Q: 3 clusters Score -965532.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -965576.500000 Penalty: 4335.603516
	Iteration 14Q: 3 clusters Score -965576.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -965622.500000 Penalty: 4335.603516
	Iteration 15Q: 3 clusters Score -965622.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -965672.812500 Penalty: 4335.603516
	Iteration 16Q: 3 clusters Score -965672.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -965702.687500 Penalty: 4335.603516
	Iteration 17Q: 3 clusters Score -965702.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -965722.750000 Penalty: 4335.603516
	Iteration 18Q: 3 clusters Score -965722.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -965734.687500 Penalty: 4335.603516
	Iteration 19Q: 3 clusters Score -965734.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -965749.750000 Penalty: 4335.603516
	Iteration 20F: 3 clusters Score -965749.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -965759.562500 Penalty: 4335.603516
	Iteration 21Q: 3 clusters Score -965759.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -965768.187500 Penalty: 4335.603516
	Iteration 22Q: 3 clusters Score -965768.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -965776.750000 Penalty: 4335.603516
	Iteration 23Q: 3 clusters Score -965776.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -965788.312500 Penalty: 4335.603516
	Iteration 24Q: 3 clusters Score -965788.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -965802.875000 Penalty: 4335.603516
	Iteration 25Q: 3 clusters Score -965802.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -965813.437500 Penalty: 4335.603516
	Iteration 26Q: 3 clusters Score -965813.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -965825.687500 Penalty: 4335.603516
	Iteration 27Q: 3 clusters Score -965825.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -965835.437500 Penalty: 4335.603516
	Iteration 28Q: 3 clusters Score -965835.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -965846.000000 Penalty: 4335.603516
	Iteration 29Q: 3 clusters Score -965846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -965857.937500 Penalty: 4335.603516
	Iteration 30Q: 3 clusters Score -965857.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -965867.562500 Penalty: 4335.603516
	Iteration 31Q: 3 clusters Score -965867.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -965874.562500 Penalty: 4335.603516
	Iteration 32Q: 3 clusters Score -965874.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -965881.125000 Penalty: 4335.603516
	Iteration 33Q: 3 clusters Score -965881.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -965885.125000 Penalty: 4335.603516
	Iteration 34Q: 3 clusters Score -965885.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -965886.875000 Penalty: 4335.603516
	Iteration 35Q: 3 clusters Score -965886.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -965888.187500 Penalty: 4335.603516
	Iteration 36Q: 3 clusters Score -965888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -965887.437500 Penalty: 4335.603516
	Iteration 37Q: 3 clusters Score -965887.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -965891.812500 Penalty: 4335.603516
	Iteration 38Q: 3 clusters Score -965891.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -965892.875000 Penalty: 4335.603516
	Iteration 39Q: 3 clusters Score -965892.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -965893.937500 Penalty: 4335.603516
	Iteration 40F: 3 clusters Score -965893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -965897.562500 Penalty: 4335.603516
	Iteration 41Q: 3 clusters Score -965897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -965895.375000 Penalty: 4335.603516
	Iteration 42Q: 3 clusters Score -965895.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -965895.375000 Penalty: 4335.603516
	Iteration 43F: 3 clusters Score -965895.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -37123.027344 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -37123.03 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 123 members 
Entering Unmasked Estep 
Score: -35979.292969 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -35979.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -36101.027344 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -36101.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -36147.890625 Penalty: 2776.817383
	Iteration 2F: 3 clusters Score -36147.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -36167.777344 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -36167.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -36185.503906 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -36185.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -36194.984375 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -36194.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -36205.761719 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -36205.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -36209.113281 Penalty: 2776.817383
	Iteration 7Q: 3 clusters Score -36209.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -36220.882812 Penalty: 2776.817383
	Iteration 8Q: 3 clusters Score -36220.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -36235.140625 Penalty: 2776.817383
	Iteration 9Q: 3 clusters Score -36235.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -36239.347656 Penalty: 2776.817383
	Iteration 10Q: 3 clusters Score -36239.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -36239.347656 Penalty: 2776.817383
	Iteration 11F: 3 clusters Score -36239.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Entering Unmasked Estep 
Score: -988307.312500 Penalty: 2169.067383
	Iteration 0F: 2 clusters Score -988307.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -983034.687500 Penalty: 4338.134766
	Iteration 0F: 3 clusters Score -983034.7 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -984369.625000 Penalty: 4338.134766
	Iteration 1F: 3 clusters Score -984369.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -984608.625000 Penalty: 4338.134766
	Iteration 2F: 3 clusters Score -984608.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -984765.000000 Penalty: 4338.134766
	Iteration 3F: 3 clusters Score -984765 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -984865.937500 Penalty: 4338.134766
	Iteration 4Q: 3 clusters Score -984865.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -984939.312500 Penalty: 4338.134766
	Iteration 5Q: 3 clusters Score -984939.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -984996.000000 Penalty: 4338.134766
	Iteration 6Q: 3 clusters Score -984996 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -985050.312500 Penalty: 4338.134766
	Iteration 7Q: 3 clusters Score -985050.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -985102.750000 Penalty: 4338.134766
	Iteration 8Q: 3 clusters Score -985102.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -985152.000000 Penalty: 4338.134766
	Iteration 9Q: 3 clusters Score -985152 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -985206.562500 Penalty: 4338.134766
	Iteration 10Q: 3 clusters Score -985206.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -985279.937500 Penalty: 4338.134766
	Iteration 11Q: 3 clusters Score -985279.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -985358.562500 Penalty: 4338.134766
	Iteration 12Q: 3 clusters Score -985358.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -985440.187500 Penalty: 4338.134766
	Iteration 13Q: 3 clusters Score -985440.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -985519.875000 Penalty: 4338.134766
	Iteration 14Q: 3 clusters Score -985519.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -985617.062500 Penalty: 4338.134766
	Iteration 15Q: 3 clusters Score -985617.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -985711.312500 Penalty: 4338.134766
	Iteration 16Q: 3 clusters Score -985711.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -985817.562500 Penalty: 4338.134766
	Iteration 17Q: 3 clusters Score -985817.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -985907.750000 Penalty: 4338.134766
	Iteration 18Q: 3 clusters Score -985907.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -985977.937500 Penalty: 4338.134766
	Iteration 19Q: 3 clusters Score -985977.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -986032.562500 Penalty: 4338.134766
	Iteration 20F: 3 clusters Score -986032.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -986085.375000 Penalty: 4338.134766
	Iteration 21Q: 3 clusters Score -986085.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -986128.312500 Penalty: 4338.134766
	Iteration 22Q: 3 clusters Score -986128.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -986160.437500 Penalty: 4338.134766
	Iteration 23Q: 3 clusters Score -986160.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -986188.500000 Penalty: 4338.134766
	Iteration 24Q: 3 clusters Score -986188.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -986219.187500 Penalty: 4338.134766
	Iteration 25Q: 3 clusters Score -986219.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -986251.562500 Penalty: 4338.134766
	Iteration 26Q: 3 clusters Score -986251.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -986273.375000 Penalty: 4338.134766
	Iteration 27Q: 3 clusters Score -986273.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -986291.187500 Penalty: 4338.134766
	Iteration 28Q: 3 clusters Score -986291.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -986305.500000 Penalty: 4338.134766
	Iteration 29Q: 3 clusters Score -986305.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -986318.125000 Penalty: 4338.134766
	Iteration 30Q: 3 clusters Score -986318.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -986326.812500 Penalty: 4338.134766
	Iteration 31Q: 3 clusters Score -986326.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -986330.750000 Penalty: 4338.134766
	Iteration 32Q: 3 clusters Score -986330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -986331.937500 Penalty: 4338.134766
	Iteration 33Q: 3 clusters Score -986331.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -986332.562500 Penalty: 4338.134766
	Iteration 34Q: 3 clusters Score -986332.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -986335.812500 Penalty: 4338.134766
	Iteration 35Q: 3 clusters Score -986335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -986336.187500 Penalty: 4338.134766
	Iteration 36Q: 3 clusters Score -986336.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -986338.687500 Penalty: 4338.134766
	Iteration 37Q: 3 clusters Score -986338.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -986345.125000 Penalty: 4338.134766
	Iteration 38Q: 3 clusters Score -986345.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -986345.875000 Penalty: 4338.134766
	Iteration 39Q: 3 clusters Score -986345.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -986346.125000 Penalty: 4338.134766
	Iteration 40F: 3 clusters Score -986346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -986350.125000 Penalty: 4338.134766
	Iteration 41Q: 3 clusters Score -986350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -986350.125000 Penalty: 4338.134766
	Iteration 42Q: 3 clusters Score -986350.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -986351.750000 Penalty: 4338.134766
	Iteration 43Q: 3 clusters Score -986351.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -986354.562500 Penalty: 4338.134766
	Iteration 44Q: 3 clusters Score -986354.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -986356.250000 Penalty: 4338.134766
	Iteration 45Q: 3 clusters Score -986356.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -986360.062500 Penalty: 4338.134766
	Iteration 46Q: 3 clusters Score -986360.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -986361.812500 Penalty: 4338.134766
	Iteration 47Q: 3 clusters Score -986361.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -986364.375000 Penalty: 4338.134766
	Iteration 48Q: 3 clusters Score -986364.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -986367.437500 Penalty: 4338.134766
	Iteration 49Q: 3 clusters Score -986367.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -986368.812500 Penalty: 4338.134766
	Iteration 50Q: 3 clusters Score -986368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -986370.375000 Penalty: 4338.134766
	Iteration 51Q: 3 clusters Score -986370.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -986370.812500 Penalty: 4338.134766
	Iteration 52Q: 3 clusters Score -986370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -986370.250000 Penalty: 4338.134766
	Iteration 53Q: 3 clusters Score -986370.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -986370.250000 Penalty: 4338.134766
	Iteration 54F: 3 clusters Score -986370.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Entering Unmasked Estep 
Score: -1380899.625000 Penalty: 2252.574463
	Iteration 0F: 2 clusters Score -1380900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1373989.500000 Penalty: 4505.148926
	Iteration 0F: 3 clusters Score -1373990 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1375900.375000 Penalty: 4505.148926
	Iteration 1F: 3 clusters Score -1375900 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1376179.375000 Penalty: 4505.148926
	Iteration 2F: 3 clusters Score -1376179 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1376344.625000 Penalty: 4505.148926
	Iteration 3Q: 3 clusters Score -1376345 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1376502.375000 Penalty: 4505.148926
	Iteration 4Q: 3 clusters Score -1376502 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1376649.500000 Penalty: 4505.148926
	Iteration 5Q: 3 clusters Score -1376650 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1376774.875000 Penalty: 4505.148926
	Iteration 6Q: 3 clusters Score -1376775 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1376883.000000 Penalty: 4505.148926
	Iteration 7Q: 3 clusters Score -1376883 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1376996.875000 Penalty: 4505.148926
	Iteration 8Q: 3 clusters Score -1376997 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1377128.500000 Penalty: 4505.148926
	Iteration 9Q: 3 clusters Score -1377128 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1377289.250000 Penalty: 4505.148926
	Iteration 10Q: 3 clusters Score -1377289 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1377461.875000 Penalty: 4505.148926
	Iteration 11Q: 3 clusters Score -1377462 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1377681.500000 Penalty: 4505.148926
	Iteration 12Q: 3 clusters Score -1377682 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1377930.375000 Penalty: 4505.148926
	Iteration 13Q: 3 clusters Score -1377930 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1378174.625000 Penalty: 4505.148926
	Iteration 14Q: 3 clusters Score -1378175 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1378404.250000 Penalty: 4505.148926
	Iteration 15Q: 3 clusters Score -1378404 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1378606.500000 Penalty: 4505.148926
	Iteration 16Q: 3 clusters Score -1378606 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1378736.625000 Penalty: 4505.148926
	Iteration 17Q: 3 clusters Score -1378737 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1378827.875000 Penalty: 4505.148926
	Iteration 18Q: 3 clusters Score -1378828 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1378876.125000 Penalty: 4505.148926
	Iteration 19Q: 3 clusters Score -1378876 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1378917.500000 Penalty: 4505.148926
	Iteration 20F: 3 clusters Score -1378918 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1378941.375000 Penalty: 4505.148926
	Iteration 21Q: 3 clusters Score -1378941 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1378953.375000 Penalty: 4505.148926
	Iteration 22Q: 3 clusters Score -1378953 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1378969.250000 Penalty: 4505.148926
	Iteration 23Q: 3 clusters Score -1378969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1378977.125000 Penalty: 4505.148926
	Iteration 24Q: 3 clusters Score -1378977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1378988.375000 Penalty: 4505.148926
	Iteration 25Q: 3 clusters Score -1378988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1378990.000000 Penalty: 4505.148926
	Iteration 26Q: 3 clusters Score -1378990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1378996.875000 Penalty: 4505.148926
	Iteration 27Q: 3 clusters Score -1378997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1379000.625000 Penalty: 4505.148926
	Iteration 28Q: 3 clusters Score -1379001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1378999.750000 Penalty: 4505.148926
	Iteration 29Q: 3 clusters Score -1379000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1379001.500000 Penalty: 4505.148926
	Iteration 30Q: 3 clusters Score -1379002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1379003.250000 Penalty: 4505.148926
	Iteration 31Q: 3 clusters Score -1379003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1379005.000000 Penalty: 4505.148926
	Iteration 32Q: 3 clusters Score -1379005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1379007.625000 Penalty: 4505.148926
	Iteration 33Q: 3 clusters Score -1379008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1379007.000000 Penalty: 4505.148926
	Iteration 34Q: 3 clusters Score -1379007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1379007.125000 Penalty: 4505.148926
	Iteration 35Q: 3 clusters Score -1379007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1379007.625000 Penalty: 4505.148926
	Iteration 36Q: 3 clusters Score -1379008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1379008.000000 Penalty: 4505.148926
	Iteration 37Q: 3 clusters Score -1379008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1379009.125000 Penalty: 4505.148926
	Iteration 38Q: 3 clusters Score -1379009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1379008.500000 Penalty: 4505.148926
	Iteration 39Q: 3 clusters Score -1379008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1379009.375000 Penalty: 4505.148926
	Iteration 40F: 3 clusters Score -1379009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1379009.375000 Penalty: 4505.148926
	Iteration 41Q: 3 clusters Score -1379009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1379009.875000 Penalty: 4505.148926
	Iteration 42Q: 3 clusters Score -1379010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1379009.125000 Penalty: 4505.148926
	Iteration 43Q: 3 clusters Score -1379009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1379011.250000 Penalty: 4505.148926
	Iteration 44Q: 3 clusters Score -1379011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1379012.125000 Penalty: 4505.148926
	Iteration 45Q: 3 clusters Score -1379012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1379010.375000 Penalty: 4505.148926
	Iteration 46Q: 3 clusters Score -1379010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1379010.375000 Penalty: 4505.148926
	Iteration 47F: 3 clusters Score -1379010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -76298.804688 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -76298.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74765.210938 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -74765.21 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -74976.937500 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -74976.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -75067.781250 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -75067.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -75115.937500 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -75115.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -75175.187500 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -75175.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -75262.031250 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -75262.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -75325.492188 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -75325.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -75351.015625 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -75351.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -75356.281250 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -75356.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -75366.531250 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -75366.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -75379.812500 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -75379.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -75400.210938 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -75400.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -75402.539062 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -75402.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -75404.453125 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -75404.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -75408.820312 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -75408.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -75412.195312 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -75412.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -75427.367188 Penalty: 3104.752441
	Iteration 16Q: 3 clusters Score -75427.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -75460.031250 Penalty: 3104.752441
	Iteration 17Q: 3 clusters Score -75460.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -75533.531250 Penalty: 3104.752441
	Iteration 18Q: 3 clusters Score -75533.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -75618.414062 Penalty: 3104.752441
	Iteration 19Q: 3 clusters Score -75618.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -75763.648438 Penalty: 3104.752441
	Iteration 20F: 3 clusters Score -75763.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -75848.523438 Penalty: 3104.752441
	Iteration 21Q: 3 clusters Score -75848.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -75886.390625 Penalty: 3104.752441
	Iteration 22Q: 3 clusters Score -75886.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -75914.429688 Penalty: 3104.752441
	Iteration 23Q: 3 clusters Score -75914.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -75924.257812 Penalty: 3104.752441
	Iteration 24Q: 3 clusters Score -75924.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -75940.312500 Penalty: 3104.752441
	Iteration 25Q: 3 clusters Score -75940.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -75946.429688 Penalty: 3104.752441
	Iteration 26Q: 3 clusters Score -75946.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -75948.617188 Penalty: 3104.752441
	Iteration 27Q: 3 clusters Score -75948.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -75955.429688 Penalty: 3104.752441
	Iteration 28Q: 3 clusters Score -75955.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -75965.359375 Penalty: 3104.752441
	Iteration 29Q: 3 clusters Score -75965.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -75970.617188 Penalty: 3104.752441
	Iteration 30Q: 3 clusters Score -75970.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -75970.617188 Penalty: 3104.752441
	Iteration 31F: 3 clusters Score -75970.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Entering Unmasked Estep 
Score: -1587822.875000 Penalty: 2286.386475
	Iteration 0F: 2 clusters Score -1587823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1580084.625000 Penalty: 4572.772949
	Iteration 0F: 3 clusters Score -1580085 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1582400.000000 Penalty: 4572.772949
	Iteration 1F: 3 clusters Score -1582400 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1582829.875000 Penalty: 4572.772949
	Iteration 2F: 3 clusters Score -1582830 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1583232.000000 Penalty: 4572.772949
	Iteration 3F: 3 clusters Score -1583232 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1583674.875000 Penalty: 4572.772949
	Iteration 4F: 3 clusters Score -1583675 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1584186.375000 Penalty: 4572.772949
	Iteration 5F: 3 clusters Score -1584186 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1584722.875000 Penalty: 4572.772949
	Iteration 6F: 3 clusters Score -1584723 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1585219.875000 Penalty: 4572.772949
	Iteration 7F: 3 clusters Score -1585220 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1585630.875000 Penalty: 4572.772949
	Iteration 8F: 3 clusters Score -1585631 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1585947.250000 Penalty: 4572.772949
	Iteration 9Q: 3 clusters Score -1585947 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1586182.125000 Penalty: 4572.772949
	Iteration 10Q: 3 clusters Score -1586182 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1586308.750000 Penalty: 4572.772949
	Iteration 11Q: 3 clusters Score -1586309 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1586394.500000 Penalty: 4572.772949
	Iteration 12Q: 3 clusters Score -1586394 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1586465.875000 Penalty: 4572.772949
	Iteration 13Q: 3 clusters Score -1586466 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1586494.125000 Penalty: 4572.772949
	Iteration 14Q: 3 clusters Score -1586494 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1586525.875000 Penalty: 4572.772949
	Iteration 15Q: 3 clusters Score -1586526 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1586541.125000 Penalty: 4572.772949
	Iteration 16Q: 3 clusters Score -1586541 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1586553.750000 Penalty: 4572.772949
	Iteration 17Q: 3 clusters Score -1586554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1586562.625000 Penalty: 4572.772949
	Iteration 18Q: 3 clusters Score -1586563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1586564.500000 Penalty: 4572.772949
	Iteration 19Q: 3 clusters Score -1586564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1586568.875000 Penalty: 4572.772949
	Iteration 20F: 3 clusters Score -1586569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1586576.375000 Penalty: 4572.772949
	Iteration 21Q: 3 clusters Score -1586576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1586579.500000 Penalty: 4572.772949
	Iteration 22Q: 3 clusters Score -1586580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1586579.125000 Penalty: 4572.772949
	Iteration 23Q: 3 clusters Score -1586579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1586581.125000 Penalty: 4572.772949
	Iteration 24Q: 3 clusters Score -1586581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1586576.750000 Penalty: 4572.772949
	Iteration 25Q: 3 clusters Score -1586577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1586580.875000 Penalty: 4572.772949
	Iteration 26Q: 3 clusters Score -1586581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1586584.000000 Penalty: 4572.772949
	Iteration 27Q: 3 clusters Score -1586584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1586582.750000 Penalty: 4572.772949
	Iteration 28Q: 3 clusters Score -1586583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1586581.750000 Penalty: 4572.772949
	Iteration 29Q: 3 clusters Score -1586582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1586580.250000 Penalty: 4572.772949
	Iteration 30Q: 3 clusters Score -1586580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1586583.250000 Penalty: 4572.772949
	Iteration 31Q: 3 clusters Score -1586583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1586584.875000 Penalty: 4572.772949
	Iteration 32Q: 3 clusters Score -1586585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1586586.125000 Penalty: 4572.772949
	Iteration 33Q: 3 clusters Score -1586586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1586585.875000 Penalty: 4572.772949
	Iteration 34Q: 3 clusters Score -1586586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1586583.500000 Penalty: 4572.772949
	Iteration 35Q: 3 clusters Score -1586584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1586588.000000 Penalty: 4572.772949
	Iteration 36Q: 3 clusters Score -1586588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1586588.375000 Penalty: 4572.772949
	Iteration 37Q: 3 clusters Score -1586588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1586593.625000 Penalty: 4572.772949
	Iteration 38Q: 3 clusters Score -1586594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1586595.875000 Penalty: 4572.772949
	Iteration 39Q: 3 clusters Score -1586596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1586596.875000 Penalty: 4572.772949
	Iteration 40F: 3 clusters Score -1586597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1586595.875000 Penalty: 4572.772949
	Iteration 41Q: 3 clusters Score -1586596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1586596.250000 Penalty: 4572.772949
	Iteration 42Q: 3 clusters Score -1586596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1586598.250000 Penalty: 4572.772949
	Iteration 43Q: 3 clusters Score -1586598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1586598.250000 Penalty: 4572.772949
	Iteration 44F: 3 clusters Score -1586598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Entering Unmasked Estep 
Score: -2752083.750000 Penalty: 2422.409912
	Iteration 0F: 2 clusters Score -2752084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2739555.750000 Penalty: 4844.819824
	Iteration 0F: 3 clusters Score -2739556 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2743727.000000 Penalty: 4844.819824
	Iteration 1F: 3 clusters Score -2743727 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2744218.500000 Penalty: 4844.819824
	Iteration 2F: 3 clusters Score -2744218 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2744761.750000 Penalty: 4844.819824
	Iteration 3F: 3 clusters Score -2744762 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2745423.250000 Penalty: 4844.819824
	Iteration 4F: 3 clusters Score -2745423 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2746269.000000 Penalty: 4844.819824
	Iteration 5F: 3 clusters Score -2746269 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2747257.000000 Penalty: 4844.819824
	Iteration 6F: 3 clusters Score -2747257 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2748318.750000 Penalty: 4844.819824
	Iteration 7F: 3 clusters Score -2748319 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2749309.500000 Penalty: 4844.819824
	Iteration 8F: 3 clusters Score -2749310 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2749855.500000 Penalty: 4844.819824
	Iteration 9F: 3 clusters Score -2749856 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2750133.500000 Penalty: 4844.819824
	Iteration 10Q: 3 clusters Score -2750134 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2750267.250000 Penalty: 4844.819824
	Iteration 11Q: 3 clusters Score -2750267 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2750347.000000 Penalty: 4844.819824
	Iteration 12Q: 3 clusters Score -2750347 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2750403.000000 Penalty: 4844.819824
	Iteration 13Q: 3 clusters Score -2750403 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2750428.500000 Penalty: 4844.819824
	Iteration 14Q: 3 clusters Score -2750428 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2750473.500000 Penalty: 4844.819824
	Iteration 15Q: 3 clusters Score -2750474 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2750494.000000 Penalty: 4844.819824
	Iteration 16Q: 3 clusters Score -2750494 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2750514.250000 Penalty: 4844.819824
	Iteration 17Q: 3 clusters Score -2750514 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2750534.000000 Penalty: 4844.819824
	Iteration 18Q: 3 clusters Score -2750534 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2750546.250000 Penalty: 4844.819824
	Iteration 19Q: 3 clusters Score -2750546 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2750568.000000 Penalty: 4844.819824
	Iteration 20F: 3 clusters Score -2750568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2750578.250000 Penalty: 4844.819824
	Iteration 21Q: 3 clusters Score -2750578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2750582.250000 Penalty: 4844.819824
	Iteration 22Q: 3 clusters Score -2750582 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2750584.750000 Penalty: 4844.819824
	Iteration 23Q: 3 clusters Score -2750585 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2750595.000000 Penalty: 4844.819824
	Iteration 24Q: 3 clusters Score -2750595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2750595.000000 Penalty: 4844.819824
	Iteration 25Q: 3 clusters Score -2750595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2750599.000000 Penalty: 4844.819824
	Iteration 26Q: 3 clusters Score -2750599 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2750601.500000 Penalty: 4844.819824
	Iteration 27Q: 3 clusters Score -2750602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2750608.250000 Penalty: 4844.819824
	Iteration 28Q: 3 clusters Score -2750608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2750614.750000 Penalty: 4844.819824
	Iteration 29Q: 3 clusters Score -2750615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2750627.500000 Penalty: 4844.819824
	Iteration 30Q: 3 clusters Score -2750628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2750640.000000 Penalty: 4844.819824
	Iteration 31Q: 3 clusters Score -2750640 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2750643.500000 Penalty: 4844.819824
	Iteration 32Q: 3 clusters Score -2750644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2750656.750000 Penalty: 4844.819824
	Iteration 33Q: 3 clusters Score -2750657 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2750666.250000 Penalty: 4844.819824
	Iteration 34Q: 3 clusters Score -2750666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2750675.750000 Penalty: 4844.819824
	Iteration 35Q: 3 clusters Score -2750676 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2750679.750000 Penalty: 4844.819824
	Iteration 36Q: 3 clusters Score -2750680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2750686.500000 Penalty: 4844.819824
	Iteration 37Q: 3 clusters Score -2750686 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2750701.500000 Penalty: 4844.819824
	Iteration 38Q: 3 clusters Score -2750702 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2750707.000000 Penalty: 4844.819824
	Iteration 39Q: 3 clusters Score -2750707 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2750712.250000 Penalty: 4844.819824
	Iteration 40F: 3 clusters Score -2750712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2750723.500000 Penalty: 4844.819824
	Iteration 41Q: 3 clusters Score -2750724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2750718.250000 Penalty: 4844.819824
	Iteration 42Q: 3 clusters Score -2750718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2750730.500000 Penalty: 4844.819824
	Iteration 43Q: 3 clusters Score -2750730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2750736.000000 Penalty: 4844.819824
	Iteration 44Q: 3 clusters Score -2750736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2750740.250000 Penalty: 4844.819824
	Iteration 45Q: 3 clusters Score -2750740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2750748.250000 Penalty: 4844.819824
	Iteration 46Q: 3 clusters Score -2750748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2750747.750000 Penalty: 4844.819824
	Iteration 47Q: 3 clusters Score -2750748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2750747.500000 Penalty: 4844.819824
	Iteration 48Q: 3 clusters Score -2750748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2750746.000000 Penalty: 4844.819824
	Iteration 49Q: 3 clusters Score -2750746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2750747.500000 Penalty: 4844.819824
	Iteration 50Q: 3 clusters Score -2750748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2750753.750000 Penalty: 4844.819824
	Iteration 51Q: 3 clusters Score -2750754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2750759.750000 Penalty: 4844.819824
	Iteration 52Q: 3 clusters Score -2750760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2750763.750000 Penalty: 4844.819824
	Iteration 53Q: 3 clusters Score -2750764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2750769.750000 Penalty: 4844.819824
	Iteration 54Q: 3 clusters Score -2750770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2750778.500000 Penalty: 4844.819824
	Iteration 55Q: 3 clusters Score -2750778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2750770.000000 Penalty: 4844.819824
	Iteration 56Q: 3 clusters Score -2750770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2750777.750000 Penalty: 4844.819824
	Iteration 57Q: 3 clusters Score -2750778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2750775.750000 Penalty: 4844.819824
	Iteration 58Q: 3 clusters Score -2750776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2750774.000000 Penalty: 4844.819824
	Iteration 59Q: 3 clusters Score -2750774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2750776.500000 Penalty: 4844.819824
	Iteration 60F: 3 clusters Score -2750776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2750776.500000 Penalty: 4844.819824
	Iteration 61Q: 3 clusters Score -2750776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2750774.750000 Penalty: 4844.819824
	Iteration 62Q: 3 clusters Score -2750775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2750784.750000 Penalty: 4844.819824
	Iteration 63Q: 3 clusters Score -2750785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2750787.750000 Penalty: 4844.819824
	Iteration 64Q: 3 clusters Score -2750788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2750791.500000 Penalty: 4844.819824
	Iteration 65Q: 3 clusters Score -2750792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2750798.000000 Penalty: 4844.819824
	Iteration 66Q: 3 clusters Score -2750798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2750801.000000 Penalty: 4844.819824
	Iteration 67Q: 3 clusters Score -2750801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2750800.000000 Penalty: 4844.819824
	Iteration 68Q: 3 clusters Score -2750800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2750800.750000 Penalty: 4844.819824
	Iteration 69Q: 3 clusters Score -2750801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2750798.000000 Penalty: 4844.819824
	Iteration 70Q: 3 clusters Score -2750798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2750803.250000 Penalty: 4844.819824
	Iteration 71Q: 3 clusters Score -2750803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2750802.750000 Penalty: 4844.819824
	Iteration 72Q: 3 clusters Score -2750803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2750804.250000 Penalty: 4844.819824
	Iteration 73Q: 3 clusters Score -2750804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2750810.500000 Penalty: 4844.819824
	Iteration 74Q: 3 clusters Score -2750810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2750814.750000 Penalty: 4844.819824
	Iteration 75Q: 3 clusters Score -2750815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2750818.000000 Penalty: 4844.819824
	Iteration 76Q: 3 clusters Score -2750818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2750819.750000 Penalty: 4844.819824
	Iteration 77Q: 3 clusters Score -2750820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2750827.750000 Penalty: 4844.819824
	Iteration 78Q: 3 clusters Score -2750828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2750837.000000 Penalty: 4844.819824
	Iteration 79Q: 3 clusters Score -2750837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2750834.250000 Penalty: 4844.819824
	Iteration 80F: 3 clusters Score -2750834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2750827.750000 Penalty: 4844.819824
	Iteration 81Q: 3 clusters Score -2750828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2750835.000000 Penalty: 4844.819824
	Iteration 82Q: 3 clusters Score -2750835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2750832.500000 Penalty: 4844.819824
	Iteration 83Q: 3 clusters Score -2750832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2750842.500000 Penalty: 4844.819824
	Iteration 84Q: 3 clusters Score -2750842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2750838.750000 Penalty: 4844.819824
	Iteration 85Q: 3 clusters Score -2750839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2750844.500000 Penalty: 4844.819824
	Iteration 86Q: 3 clusters Score -2750844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2750839.750000 Penalty: 4844.819824
	Iteration 87Q: 3 clusters Score -2750840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2750845.500000 Penalty: 4844.819824
	Iteration 88Q: 3 clusters Score -2750846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2750840.500000 Penalty: 4844.819824
	Iteration 89Q: 3 clusters Score -2750840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2750839.000000 Penalty: 4844.819824
	Iteration 90Q: 3 clusters Score -2750839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2750846.250000 Penalty: 4844.819824
	Iteration 91Q: 3 clusters Score -2750846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2750850.250000 Penalty: 4844.819824
	Iteration 92Q: 3 clusters Score -2750850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2750850.250000 Penalty: 4844.819824
	Iteration 93Q: 3 clusters Score -2750850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2750859.750000 Penalty: 4844.819824
	Iteration 94Q: 3 clusters Score -2750860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2750862.250000 Penalty: 4844.819824
	Iteration 95Q: 3 clusters Score -2750862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2750860.000000 Penalty: 4844.819824
	Iteration 96Q: 3 clusters Score -2750860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2750862.750000 Penalty: 4844.819824
	Iteration 97Q: 3 clusters Score -2750863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2750863.000000 Penalty: 4844.819824
	Iteration 98Q: 3 clusters Score -2750863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2750861.250000 Penalty: 4844.819824
	Iteration 99Q: 3 clusters Score -2750861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2750872.250000 Penalty: 4844.819824
	Iteration 100F: 3 clusters Score -2750872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2750877.500000 Penalty: 4844.819824
	Iteration 101Q: 3 clusters Score -2750878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2750876.000000 Penalty: 4844.819824
	Iteration 102Q: 3 clusters Score -2750876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2750886.000000 Penalty: 4844.819824
	Iteration 103Q: 3 clusters Score -2750886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2750877.000000 Penalty: 4844.819824
	Iteration 104Q: 3 clusters Score -2750877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2750886.000000 Penalty: 4844.819824
	Iteration 105Q: 3 clusters Score -2750886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2750888.000000 Penalty: 4844.819824
	Iteration 106Q: 3 clusters Score -2750888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2750894.750000 Penalty: 4844.819824
	Iteration 107Q: 3 clusters Score -2750895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2750895.000000 Penalty: 4844.819824
	Iteration 108Q: 3 clusters Score -2750895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2750899.500000 Penalty: 4844.819824
	Iteration 109Q: 3 clusters Score -2750900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2750901.750000 Penalty: 4844.819824
	Iteration 110Q: 3 clusters Score -2750902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2750908.000000 Penalty: 4844.819824
	Iteration 111Q: 3 clusters Score -2750908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2750905.750000 Penalty: 4844.819824
	Iteration 112Q: 3 clusters Score -2750906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2750917.000000 Penalty: 4844.819824
	Iteration 113Q: 3 clusters Score -2750917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2750913.250000 Penalty: 4844.819824
	Iteration 114Q: 3 clusters Score -2750913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2750912.750000 Penalty: 4844.819824
	Iteration 115Q: 3 clusters Score -2750913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2750915.500000 Penalty: 4844.819824
	Iteration 116Q: 3 clusters Score -2750916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2750913.750000 Penalty: 4844.819824
	Iteration 117Q: 3 clusters Score -2750914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2750917.500000 Penalty: 4844.819824
	Iteration 118Q: 3 clusters Score -2750918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2750915.750000 Penalty: 4844.819824
	Iteration 119Q: 3 clusters Score -2750916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2750918.500000 Penalty: 4844.819824
	Iteration 120F: 3 clusters Score -2750918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2750915.250000 Penalty: 4844.819824
	Iteration 121Q: 3 clusters Score -2750915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2750914.750000 Penalty: 4844.819824
	Iteration 122Q: 3 clusters Score -2750915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2750916.250000 Penalty: 4844.819824
	Iteration 123Q: 3 clusters Score -2750916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2750918.250000 Penalty: 4844.819824
	Iteration 124Q: 3 clusters Score -2750918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2750919.500000 Penalty: 4844.819824
	Iteration 125Q: 3 clusters Score -2750920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2750920.000000 Penalty: 4844.819824
	Iteration 126Q: 3 clusters Score -2750920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2750922.250000 Penalty: 4844.819824
	Iteration 127Q: 3 clusters Score -2750922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2750916.750000 Penalty: 4844.819824
	Iteration 128Q: 3 clusters Score -2750917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2750924.500000 Penalty: 4844.819824
	Iteration 129Q: 3 clusters Score -2750924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2750926.250000 Penalty: 4844.819824
	Iteration 130Q: 3 clusters Score -2750926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2750926.250000 Penalty: 4844.819824
	Iteration 131Q: 3 clusters Score -2750926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2750926.500000 Penalty: 4844.819824
	Iteration 132Q: 3 clusters Score -2750926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2750927.500000 Penalty: 4844.819824
	Iteration 133Q: 3 clusters Score -2750928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2750926.750000 Penalty: 4844.819824
	Iteration 134Q: 3 clusters Score -2750927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2750926.250000 Penalty: 4844.819824
	Iteration 135Q: 3 clusters Score -2750926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2750930.750000 Penalty: 4844.819824
	Iteration 136Q: 3 clusters Score -2750931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2750928.250000 Penalty: 4844.819824
	Iteration 137Q: 3 clusters Score -2750928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2750927.750000 Penalty: 4844.819824
	Iteration 138Q: 3 clusters Score -2750928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2750931.750000 Penalty: 4844.819824
	Iteration 139Q: 3 clusters Score -2750932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2750929.000000 Penalty: 4844.819824
	Iteration 140F: 3 clusters Score -2750929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2750936.500000 Penalty: 4844.819824
	Iteration 141Q: 3 clusters Score -2750936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2750933.000000 Penalty: 4844.819824
	Iteration 142Q: 3 clusters Score -2750933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2750936.000000 Penalty: 4844.819824
	Iteration 143Q: 3 clusters Score -2750936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2750941.500000 Penalty: 4844.819824
	Iteration 144Q: 3 clusters Score -2750942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2750943.750000 Penalty: 4844.819824
	Iteration 145Q: 3 clusters Score -2750944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2750936.750000 Penalty: 4844.819824
	Iteration 146Q: 3 clusters Score -2750937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2750937.000000 Penalty: 4844.819824
	Iteration 147Q: 3 clusters Score -2750937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2750937.000000 Penalty: 4844.819824
	Iteration 148F: 3 clusters Score -2750937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Entering Unmasked Estep 
Score: -519539.062500 Penalty: 2012.871338
	Iteration 0F: 2 clusters Score -519539.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -516038.468750 Penalty: 4025.742676
	Iteration 0F: 3 clusters Score -516038.5 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -516784.812500 Penalty: 4025.742676
	Iteration 1F: 3 clusters Score -516784.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -517009.156250 Penalty: 4025.742676
	Iteration 2F: 3 clusters Score -517009.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -517180.812500 Penalty: 4025.742676
	Iteration 3F: 3 clusters Score -517180.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -517401.531250 Penalty: 4025.742676
	Iteration 4F: 3 clusters Score -517401.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -517626.312500 Penalty: 4025.742676
	Iteration 5F: 3 clusters Score -517626.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -517841.406250 Penalty: 4025.742676
	Iteration 6F: 3 clusters Score -517841.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -518050.625000 Penalty: 4025.742676
	Iteration 7Q: 3 clusters Score -518050.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -518199.187500 Penalty: 4025.742676
	Iteration 8Q: 3 clusters Score -518199.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -518314.750000 Penalty: 4025.742676
	Iteration 9Q: 3 clusters Score -518314.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -518380.937500 Penalty: 4025.742676
	Iteration 10Q: 3 clusters Score -518380.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -518421.593750 Penalty: 4025.742676
	Iteration 11Q: 3 clusters Score -518421.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -518445.125000 Penalty: 4025.742676
	Iteration 12Q: 3 clusters Score -518445.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -518465.312500 Penalty: 4025.742676
	Iteration 13Q: 3 clusters Score -518465.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -518476.718750 Penalty: 4025.742676
	Iteration 14Q: 3 clusters Score -518476.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -518485.906250 Penalty: 4025.742676
	Iteration 15Q: 3 clusters Score -518485.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -518494.437500 Penalty: 4025.742676
	Iteration 16Q: 3 clusters Score -518494.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -518499.125000 Penalty: 4025.742676
	Iteration 17Q: 3 clusters Score -518499.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -518502.687500 Penalty: 4025.742676
	Iteration 18Q: 3 clusters Score -518502.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -518506.062500 Penalty: 4025.742676
	Iteration 19Q: 3 clusters Score -518506.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -518507.000000 Penalty: 4025.742676
	Iteration 20F: 3 clusters Score -518507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -518507.156250 Penalty: 4025.742676
	Iteration 21Q: 3 clusters Score -518507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -518507.968750 Penalty: 4025.742676
	Iteration 22Q: 3 clusters Score -518508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -518509.437500 Penalty: 4025.742676
	Iteration 23Q: 3 clusters Score -518509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -518511.875000 Penalty: 4025.742676
	Iteration 24Q: 3 clusters Score -518511.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -518515.406250 Penalty: 4025.742676
	Iteration 25Q: 3 clusters Score -518515.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -518515.468750 Penalty: 4025.742676
	Iteration 26Q: 3 clusters Score -518515.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -518516.375000 Penalty: 4025.742676
	Iteration 27Q: 3 clusters Score -518516.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -518515.968750 Penalty: 4025.742676
	Iteration 28Q: 3 clusters Score -518516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -518516.156250 Penalty: 4025.742676
	Iteration 29Q: 3 clusters Score -518516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -518516.156250 Penalty: 4025.742676
	Iteration 30F: 3 clusters Score -518516.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (56996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56996 members 
Entering Unmasked Estep 
Score: -8930469.000000 Penalty: 2715.782471
	Iteration 0F: 2 clusters Score -8930469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -8892171.000000 Penalty: 5431.564941
	Iteration 0F: 3 clusters Score -8892171 nChanged 26329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -8907039.000000 Penalty: 5431.564941
	Iteration 1F: 3 clusters Score -8907039 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -8908095.000000 Penalty: 5431.564941
	Iteration 2Q: 3 clusters Score -8908095 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -8909696.000000 Penalty: 5431.564941
	Iteration 3F: 3 clusters Score -8909696 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -8911963.000000 Penalty: 5431.564941
	Iteration 4F: 3 clusters Score -8911963 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -8914492.000000 Penalty: 5431.564941
	Iteration 5F: 3 clusters Score -8914492 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -8917104.000000 Penalty: 5431.564941
	Iteration 6F: 3 clusters Score -8917104 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -8919285.000000 Penalty: 5431.564941
	Iteration 7F: 3 clusters Score -8919285 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -8920945.000000 Penalty: 5431.564941
	Iteration 8F: 3 clusters Score -8920945 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -8922139.000000 Penalty: 5431.564941
	Iteration 9Q: 3 clusters Score -8922139 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -8923186.000000 Penalty: 5431.564941
	Iteration 10Q: 3 clusters Score -8923186 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -8924128.000000 Penalty: 5431.564941
	Iteration 11Q: 3 clusters Score -8924128 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -8924958.000000 Penalty: 5431.564941
	Iteration 12Q: 3 clusters Score -8924958 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -8925765.000000 Penalty: 5431.564941
	Iteration 13Q: 3 clusters Score -8925765 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -8926346.000000 Penalty: 5431.564941
	Iteration 14Q: 3 clusters Score -8926346 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -8926792.000000 Penalty: 5431.564941
	Iteration 15Q: 3 clusters Score -8926792 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -8927193.000000 Penalty: 5431.564941
	Iteration 16Q: 3 clusters Score -8927193 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -8927509.000000 Penalty: 5431.564941
	Iteration 17Q: 3 clusters Score -8927509 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -8927729.000000 Penalty: 5431.564941
	Iteration 18Q: 3 clusters Score -8927729 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8927860.000000 Penalty: 5431.564941
	Iteration 19Q: 3 clusters Score -8927860 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8927957.000000 Penalty: 5431.564941
	Iteration 20F: 3 clusters Score -8927957 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8928072.000000 Penalty: 5431.564941
	Iteration 21Q: 3 clusters Score -8928072 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8928122.000000 Penalty: 5431.564941
	Iteration 22Q: 3 clusters Score -8928122 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8928158.000000 Penalty: 5431.564941
	Iteration 23Q: 3 clusters Score -8928158 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8928190.000000 Penalty: 5431.564941
	Iteration 24Q: 3 clusters Score -8928190 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55890 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8928220.000000 Penalty: 5431.564941
	Iteration 25Q: 3 clusters Score -8928220 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8928227.000000 Penalty: 5431.564941
	Iteration 26Q: 3 clusters Score -8928227 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8928259.000000 Penalty: 5431.564941
	Iteration 27Q: 3 clusters Score -8928259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8928281.000000 Penalty: 5431.564941
	Iteration 28Q: 3 clusters Score -8928281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8928308.000000 Penalty: 5431.564941
	Iteration 29Q: 3 clusters Score -8928308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8928312.000000 Penalty: 5431.564941
	Iteration 30Q: 3 clusters Score -8928312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8928328.000000 Penalty: 5431.564941
	Iteration 31Q: 3 clusters Score -8928328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8928334.000000 Penalty: 5431.564941
	Iteration 32Q: 3 clusters Score -8928334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8928327.000000 Penalty: 5431.564941
	Iteration 33Q: 3 clusters Score -8928327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8928329.000000 Penalty: 5431.564941
	Iteration 34Q: 3 clusters Score -8928329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8928337.000000 Penalty: 5431.564941
	Iteration 35Q: 3 clusters Score -8928337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8928344.000000 Penalty: 5431.564941
	Iteration 36Q: 3 clusters Score -8928344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8928344.000000 Penalty: 5431.564941
	Iteration 37Q: 3 clusters Score -8928344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8928349.000000 Penalty: 5431.564941
	Iteration 38Q: 3 clusters Score -8928349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8928351.000000 Penalty: 5431.564941
	Iteration 39Q: 3 clusters Score -8928351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8928348.000000 Penalty: 5431.564941
	Iteration 40F: 3 clusters Score -8928348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8928360.000000 Penalty: 5431.564941
	Iteration 41Q: 3 clusters Score -8928360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8928368.000000 Penalty: 5431.564941
	Iteration 42Q: 3 clusters Score -8928368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8928369.000000 Penalty: 5431.564941
	Iteration 43Q: 3 clusters Score -8928369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8928385.000000 Penalty: 5431.564941
	Iteration 44Q: 3 clusters Score -8928385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8928395.000000 Penalty: 5431.564941
	Iteration 45Q: 3 clusters Score -8928395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8928392.000000 Penalty: 5431.564941
	Iteration 46Q: 3 clusters Score -8928392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8928395.000000 Penalty: 5431.564941
	Iteration 47Q: 3 clusters Score -8928395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8928399.000000 Penalty: 5431.564941
	Iteration 48Q: 3 clusters Score -8928399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8928411.000000 Penalty: 5431.564941
	Iteration 49Q: 3 clusters Score -8928411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8928406.000000 Penalty: 5431.564941
	Iteration 50Q: 3 clusters Score -8928406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56165 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8928416.000000 Penalty: 5431.564941
	Iteration 51Q: 3 clusters Score -8928416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8928415.000000 Penalty: 5431.564941
	Iteration 52Q: 3 clusters Score -8928415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8928420.000000 Penalty: 5431.564941
	Iteration 53Q: 3 clusters Score -8928420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8928414.000000 Penalty: 5431.564941
	Iteration 54Q: 3 clusters Score -8928414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8928414.000000 Penalty: 5431.564941
	Iteration 55Q: 3 clusters Score -8928414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8928413.000000 Penalty: 5431.564941
	Iteration 56Q: 3 clusters Score -8928413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8928418.000000 Penalty: 5431.564941
	Iteration 57Q: 3 clusters Score -8928418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8928414.000000 Penalty: 5431.564941
	Iteration 58Q: 3 clusters Score -8928414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8928414.000000 Penalty: 5431.564941
	Iteration 59F: 3 clusters Score -8928414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Entering Unmasked Estep 
Score: -1994362.375000 Penalty: 2336.831055
	Iteration 0F: 2 clusters Score -1994362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1985264.500000 Penalty: 4673.662109
	Iteration 0F: 3 clusters Score -1985264 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1988100.000000 Penalty: 4673.662109
	Iteration 1F: 3 clusters Score -1988100 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1988486.125000 Penalty: 4673.662109
	Iteration 2F: 3 clusters Score -1988486 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1988806.000000 Penalty: 4673.662109
	Iteration 3F: 3 clusters Score -1988806 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1989059.500000 Penalty: 4673.662109
	Iteration 4Q: 3 clusters Score -1989060 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1989283.250000 Penalty: 4673.662109
	Iteration 5Q: 3 clusters Score -1989283 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1989523.000000 Penalty: 4673.662109
	Iteration 6Q: 3 clusters Score -1989523 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1989757.500000 Penalty: 4673.662109
	Iteration 7Q: 3 clusters Score -1989758 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1990007.375000 Penalty: 4673.662109
	Iteration 8Q: 3 clusters Score -1990007 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1990291.125000 Penalty: 4673.662109
	Iteration 9Q: 3 clusters Score -1990291 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1990636.500000 Penalty: 4673.662109
	Iteration 10Q: 3 clusters Score -1990636 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1991035.625000 Penalty: 4673.662109
	Iteration 11Q: 3 clusters Score -1991036 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1991453.250000 Penalty: 4673.662109
	Iteration 12Q: 3 clusters Score -1991453 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1991873.875000 Penalty: 4673.662109
	Iteration 13Q: 3 clusters Score -1991874 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1992165.125000 Penalty: 4673.662109
	Iteration 14Q: 3 clusters Score -1992165 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1992337.875000 Penalty: 4673.662109
	Iteration 15Q: 3 clusters Score -1992338 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1992460.750000 Penalty: 4673.662109
	Iteration 16Q: 3 clusters Score -1992461 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1992542.875000 Penalty: 4673.662109
	Iteration 17Q: 3 clusters Score -1992543 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1992604.625000 Penalty: 4673.662109
	Iteration 18Q: 3 clusters Score -1992605 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1992643.375000 Penalty: 4673.662109
	Iteration 19Q: 3 clusters Score -1992643 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1992669.750000 Penalty: 4673.662109
	Iteration 20F: 3 clusters Score -1992670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1992688.625000 Penalty: 4673.662109
	Iteration 21Q: 3 clusters Score -1992689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1992703.250000 Penalty: 4673.662109
	Iteration 22Q: 3 clusters Score -1992703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1992708.500000 Penalty: 4673.662109
	Iteration 23Q: 3 clusters Score -1992708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1992715.125000 Penalty: 4673.662109
	Iteration 24Q: 3 clusters Score -1992715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1992722.750000 Penalty: 4673.662109
	Iteration 25Q: 3 clusters Score -1992723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1992727.625000 Penalty: 4673.662109
	Iteration 26Q: 3 clusters Score -1992728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1992729.750000 Penalty: 4673.662109
	Iteration 27Q: 3 clusters Score -1992730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1992730.375000 Penalty: 4673.662109
	Iteration 28Q: 3 clusters Score -1992730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1992732.250000 Penalty: 4673.662109
	Iteration 29Q: 3 clusters Score -1992732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1992732.250000 Penalty: 4673.662109
	Iteration 30F: 3 clusters Score -1992732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Entering Unmasked Estep 
Score: -1626972.750000 Penalty: 2297.630371
	Iteration 0F: 2 clusters Score -1626973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1618971.875000 Penalty: 4595.260742
	Iteration 0F: 3 clusters Score -1618972 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1621628.000000 Penalty: 4595.260742
	Iteration 1F: 3 clusters Score -1621628 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1622178.000000 Penalty: 4595.260742
	Iteration 2F: 3 clusters Score -1622178 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1622816.000000 Penalty: 4595.260742
	Iteration 3F: 3 clusters Score -1622816 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1623357.500000 Penalty: 4595.260742
	Iteration 4F: 3 clusters Score -1623358 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1623780.750000 Penalty: 4595.260742
	Iteration 5F: 3 clusters Score -1623781 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1624056.375000 Penalty: 4595.260742
	Iteration 6Q: 3 clusters Score -1624056 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1624232.875000 Penalty: 4595.260742
	Iteration 7Q: 3 clusters Score -1624233 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1624340.375000 Penalty: 4595.260742
	Iteration 8Q: 3 clusters Score -1624340 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1624424.125000 Penalty: 4595.260742
	Iteration 9Q: 3 clusters Score -1624424 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1624477.875000 Penalty: 4595.260742
	Iteration 10Q: 3 clusters Score -1624478 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1624524.500000 Penalty: 4595.260742
	Iteration 11Q: 3 clusters Score -1624524 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1624562.250000 Penalty: 4595.260742
	Iteration 12Q: 3 clusters Score -1624562 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1624596.625000 Penalty: 4595.260742
	Iteration 13Q: 3 clusters Score -1624597 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1624628.625000 Penalty: 4595.260742
	Iteration 14Q: 3 clusters Score -1624629 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1624661.625000 Penalty: 4595.260742
	Iteration 15Q: 3 clusters Score -1624662 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1624695.125000 Penalty: 4595.260742
	Iteration 16Q: 3 clusters Score -1624695 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1624739.250000 Penalty: 4595.260742
	Iteration 17Q: 3 clusters Score -1624739 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1624802.500000 Penalty: 4595.260742
	Iteration 18Q: 3 clusters Score -1624802 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1624858.750000 Penalty: 4595.260742
	Iteration 19Q: 3 clusters Score -1624859 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1624917.250000 Penalty: 4595.260742
	Iteration 20F: 3 clusters Score -1624917 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1624958.375000 Penalty: 4595.260742
	Iteration 21Q: 3 clusters Score -1624958 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1625005.500000 Penalty: 4595.260742
	Iteration 22Q: 3 clusters Score -1625006 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1625050.625000 Penalty: 4595.260742
	Iteration 23Q: 3 clusters Score -1625051 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1625095.750000 Penalty: 4595.260742
	Iteration 24Q: 3 clusters Score -1625096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1625135.125000 Penalty: 4595.260742
	Iteration 25Q: 3 clusters Score -1625135 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1625162.000000 Penalty: 4595.260742
	Iteration 26Q: 3 clusters Score -1625162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1625177.625000 Penalty: 4595.260742
	Iteration 27Q: 3 clusters Score -1625178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1625194.625000 Penalty: 4595.260742
	Iteration 28Q: 3 clusters Score -1625195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1625200.625000 Penalty: 4595.260742
	Iteration 29Q: 3 clusters Score -1625201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1625208.250000 Penalty: 4595.260742
	Iteration 30Q: 3 clusters Score -1625208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1625214.250000 Penalty: 4595.260742
	Iteration 31Q: 3 clusters Score -1625214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1625218.125000 Penalty: 4595.260742
	Iteration 32Q: 3 clusters Score -1625218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1625218.375000 Penalty: 4595.260742
	Iteration 33Q: 3 clusters Score -1625218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1625222.500000 Penalty: 4595.260742
	Iteration 34Q: 3 clusters Score -1625222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1625223.250000 Penalty: 4595.260742
	Iteration 35Q: 3 clusters Score -1625223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1625225.500000 Penalty: 4595.260742
	Iteration 36Q: 3 clusters Score -1625226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1625226.000000 Penalty: 4595.260742
	Iteration 37Q: 3 clusters Score -1625226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1625226.375000 Penalty: 4595.260742
	Iteration 38Q: 3 clusters Score -1625226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1625227.625000 Penalty: 4595.260742
	Iteration 39Q: 3 clusters Score -1625228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1625225.250000 Penalty: 4595.260742
	Iteration 40F: 3 clusters Score -1625225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1625227.250000 Penalty: 4595.260742
	Iteration 41Q: 3 clusters Score -1625227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1625229.750000 Penalty: 4595.260742
	Iteration 42Q: 3 clusters Score -1625230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1625232.875000 Penalty: 4595.260742
	Iteration 43Q: 3 clusters Score -1625233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1625230.875000 Penalty: 4595.260742
	Iteration 44Q: 3 clusters Score -1625231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1625232.125000 Penalty: 4595.260742
	Iteration 45Q: 3 clusters Score -1625232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1625232.125000 Penalty: 4595.260742
	Iteration 46F: 3 clusters Score -1625232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Entering Unmasked Estep 
Score: -2903612.000000 Penalty: 2454.647217
	Iteration 0F: 2 clusters Score -2903612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2889616.500000 Penalty: 4909.294434
	Iteration 0F: 3 clusters Score -2889616 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2894640.000000 Penalty: 4909.294434
	Iteration 1F: 3 clusters Score -2894640 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2895315.750000 Penalty: 4909.294434
	Iteration 2F: 3 clusters Score -2895316 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2895911.500000 Penalty: 4909.294434
	Iteration 3F: 3 clusters Score -2895912 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2896429.500000 Penalty: 4909.294434
	Iteration 4F: 3 clusters Score -2896430 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2896914.500000 Penalty: 4909.294434
	Iteration 5Q: 3 clusters Score -2896914 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2897476.750000 Penalty: 4909.294434
	Iteration 6Q: 3 clusters Score -2897477 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2898139.250000 Penalty: 4909.294434
	Iteration 7F: 3 clusters Score -2898139 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2898830.750000 Penalty: 4909.294434
	Iteration 8F: 3 clusters Score -2898831 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2899466.500000 Penalty: 4909.294434
	Iteration 9Q: 3 clusters Score -2899466 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2900032.000000 Penalty: 4909.294434
	Iteration 10Q: 3 clusters Score -2900032 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2900479.250000 Penalty: 4909.294434
	Iteration 11Q: 3 clusters Score -2900479 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2900825.000000 Penalty: 4909.294434
	Iteration 12Q: 3 clusters Score -2900825 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2901053.250000 Penalty: 4909.294434
	Iteration 13Q: 3 clusters Score -2901053 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2901266.750000 Penalty: 4909.294434
	Iteration 14Q: 3 clusters Score -2901267 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2901519.750000 Penalty: 4909.294434
	Iteration 15Q: 3 clusters Score -2901520 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2901761.750000 Penalty: 4909.294434
	Iteration 16Q: 3 clusters Score -2901762 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2902001.000000 Penalty: 4909.294434
	Iteration 17Q: 3 clusters Score -2902001 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2902246.250000 Penalty: 4909.294434
	Iteration 18Q: 3 clusters Score -2902246 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2902494.500000 Penalty: 4909.294434
	Iteration 19Q: 3 clusters Score -2902494 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2902765.750000 Penalty: 4909.294434
	Iteration 20F: 3 clusters Score -2902766 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2903025.250000 Penalty: 4909.294434
	Iteration 21Q: 3 clusters Score -2903025 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2903164.750000 Penalty: 4909.294434
	Iteration 22Q: 3 clusters Score -2903165 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2903273.000000 Penalty: 4909.294434
	Iteration 23Q: 3 clusters Score -2903273 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2903327.250000 Penalty: 4909.294434
	Iteration 24Q: 3 clusters Score -2903327 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2903371.250000 Penalty: 4909.294434
	Iteration 25Q: 3 clusters Score -2903371 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2903405.750000 Penalty: 4909.294434
	Iteration 26Q: 3 clusters Score -2903406 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2903419.000000 Penalty: 4909.294434
	Iteration 27Q: 3 clusters Score -2903419 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2903440.500000 Penalty: 4909.294434
	Iteration 28Q: 3 clusters Score -2903440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2903443.000000 Penalty: 4909.294434
	Iteration 29Q: 3 clusters Score -2903443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2903455.500000 Penalty: 4909.294434
	Iteration 30Q: 3 clusters Score -2903456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2903452.000000 Penalty: 4909.294434
	Iteration 31Q: 3 clusters Score -2903452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2903456.750000 Penalty: 4909.294434
	Iteration 32Q: 3 clusters Score -2903457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2903457.750000 Penalty: 4909.294434
	Iteration 33Q: 3 clusters Score -2903458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2903461.000000 Penalty: 4909.294434
	Iteration 34Q: 3 clusters Score -2903461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2903459.000000 Penalty: 4909.294434
	Iteration 35Q: 3 clusters Score -2903459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2903459.000000 Penalty: 4909.294434
	Iteration 36Q: 3 clusters Score -2903459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2903459.750000 Penalty: 4909.294434
	Iteration 37Q: 3 clusters Score -2903460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2903459.750000 Penalty: 4909.294434
	Iteration 38F: 3 clusters Score -2903460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Entering Unmasked Estep 
Score: -478899.437500 Penalty: 1996.416138
	Iteration 0F: 2 clusters Score -478899.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -475576.843750 Penalty: 3992.832275
	Iteration 0F: 3 clusters Score -475576.8 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -476342.687500 Penalty: 3992.832275
	Iteration 1F: 3 clusters Score -476342.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -476536.562500 Penalty: 3992.832275
	Iteration 2F: 3 clusters Score -476536.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -476652.906250 Penalty: 3992.832275
	Iteration 3Q: 3 clusters Score -476652.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -476753.562500 Penalty: 3992.832275
	Iteration 4Q: 3 clusters Score -476753.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -476861.968750 Penalty: 3992.832275
	Iteration 5Q: 3 clusters Score -476862 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -476994.687500 Penalty: 3992.832275
	Iteration 6Q: 3 clusters Score -476994.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -477161.687500 Penalty: 3992.832275
	Iteration 7Q: 3 clusters Score -477161.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -477375.562500 Penalty: 3992.832275
	Iteration 8F: 3 clusters Score -477375.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -477581.906250 Penalty: 3992.832275
	Iteration 9F: 3 clusters Score -477581.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -477723.875000 Penalty: 3992.832275
	Iteration 10Q: 3 clusters Score -477723.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -477819.281250 Penalty: 3992.832275
	Iteration 11Q: 3 clusters Score -477819.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -477871.000000 Penalty: 3992.832275
	Iteration 12Q: 3 clusters Score -477871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -477899.218750 Penalty: 3992.832275
	Iteration 13Q: 3 clusters Score -477899.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -477914.312500 Penalty: 3992.832275
	Iteration 14Q: 3 clusters Score -477914.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -477922.843750 Penalty: 3992.832275
	Iteration 15Q: 3 clusters Score -477922.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -477926.843750 Penalty: 3992.832275
	Iteration 16Q: 3 clusters Score -477926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -477928.312500 Penalty: 3992.832275
	Iteration 17Q: 3 clusters Score -477928.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -477929.656250 Penalty: 3992.832275
	Iteration 18Q: 3 clusters Score -477929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -477930.687500 Penalty: 3992.832275
	Iteration 19Q: 3 clusters Score -477930.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -477932.062500 Penalty: 3992.832275
	Iteration 20F: 3 clusters Score -477932.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -477933.531250 Penalty: 3992.832275
	Iteration 21Q: 3 clusters Score -477933.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -477935.125000 Penalty: 3992.832275
	Iteration 22Q: 3 clusters Score -477935.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -477935.000000 Penalty: 3992.832275
	Iteration 23Q: 3 clusters Score -477935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -477935.000000 Penalty: 3992.832275
	Iteration 24F: 3 clusters Score -477935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -83804.828125 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -83804.83 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 287 members 
Entering Unmasked Estep 
Score: -82327.156250 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -82327.16 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -82643.140625 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -82643.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -82792.585938 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -82792.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82894.421875 Penalty: 3151.767578
	Iteration 3F: 3 clusters Score -82894.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82983.304688 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -82983.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83028.234375 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -83028.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83060.671875 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -83060.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -83095.312500 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -83095.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -83120.492188 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -83120.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -83143.031250 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -83143.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -83171.289062 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -83171.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -83203.085938 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -83203.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -83224.492188 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -83224.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -83269.101562 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -83269.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83302.335938 Penalty: 3151.767578
	Iteration 14Q: 3 clusters Score -83302.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83337.343750 Penalty: 3151.767578
	Iteration 15Q: 3 clusters Score -83337.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83401.750000 Penalty: 3151.767578
	Iteration 16Q: 3 clusters Score -83401.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83492.625000 Penalty: 3151.767578
	Iteration 17Q: 3 clusters Score -83492.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83619.421875 Penalty: 3151.767578
	Iteration 18Q: 3 clusters Score -83619.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83728.859375 Penalty: 3151.767578
	Iteration 19Q: 3 clusters Score -83728.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -83771.390625 Penalty: 3151.767578
	Iteration 20F: 3 clusters Score -83771.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83917.320312 Penalty: 3151.767578
	Iteration 21Q: 3 clusters Score -83917.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -83985.257812 Penalty: 3151.767578
	Iteration 22Q: 3 clusters Score -83985.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -83985.257812 Penalty: 3151.767578
	Iteration 23F: 3 clusters Score -83985.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33942 members 
Mstep: Class 3 contains 120920 members 
Mstep: Class 4 contains 26402 members 
Mstep: Class 5 contains 6888 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15816 members 
Mstep: Class 11 contains 5507 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 31741 members 
Mstep: Class 14 contains 5415 members 
Mstep: Class 15 contains 12855 members 
Mstep: Class 16 contains 73842 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 31218 members 
Mstep: Class 20 contains 3814 members 
Mstep: Class 21 contains 7398 members 
Mstep: Class 22 contains 102313 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6287 members 
Mstep: Class 26 contains 8804 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10090 members 
Mstep: Class 29 contains 17462 members 
Mstep: Class 30 contains 3349 members 
Mstep: Class 31 contains 56996 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10558 members 
Mstep: Class 34 contains 19886 members 
Mstep: Class 35 contains 3134 members 
Mstep: Class 36 contains 262 members 
Mstep: Class 37 contains 18142 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 10063 members 
Mstep: Class 41 contains 3626 members 
Mstep: Class 42 contains 3646 members 
Mstep: Class 43 contains 5486 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16353 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41229 members 
Mstep: Class 48 contains 3671 members 
Mstep: Class 49 contains 20295 members 
Mstep: Class 50 contains 2925 members 
Mstep: Class 51 contains 3805 members 
Mstep: Class 52 contains 7318 members 
Mstep: Class 53 contains 313 members 
Entering Unmasked Estep 
Score: -122560944.000000 Penalty: 178674.500000
Splitting cluster 36 changes total score from -122561512.000000 to -122560944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (18142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Entering Unmasked Estep 
Score: -2877591.500000 Penalty: 2431.884277
	Iteration 0F: 2 clusters Score -2877592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2864798.250000 Penalty: 4863.768555
	Iteration 0F: 3 clusters Score -2864798 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2869021.750000 Penalty: 4863.768555
	Iteration 1F: 3 clusters Score -2869022 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2869627.500000 Penalty: 4863.768555
	Iteration 2F: 3 clusters Score -2869628 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2870413.500000 Penalty: 4863.768555
	Iteration 3F: 3 clusters Score -2870414 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2871620.500000 Penalty: 4863.768555
	Iteration 4F: 3 clusters Score -2871620 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2873113.000000 Penalty: 4863.768555
	Iteration 5F: 3 clusters Score -2873113 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2874368.750000 Penalty: 4863.768555
	Iteration 6F: 3 clusters Score -2874369 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2875127.000000 Penalty: 4863.768555
	Iteration 7F: 3 clusters Score -2875127 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2875572.250000 Penalty: 4863.768555
	Iteration 8Q: 3 clusters Score -2875572 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2875865.250000 Penalty: 4863.768555
	Iteration 9Q: 3 clusters Score -2875865 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2876080.250000 Penalty: 4863.768555
	Iteration 10Q: 3 clusters Score -2876080 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2876257.000000 Penalty: 4863.768555
	Iteration 11Q: 3 clusters Score -2876257 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2876422.500000 Penalty: 4863.768555
	Iteration 12Q: 3 clusters Score -2876422 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2876585.750000 Penalty: 4863.768555
	Iteration 13Q: 3 clusters Score -2876586 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2876683.000000 Penalty: 4863.768555
	Iteration 14Q: 3 clusters Score -2876683 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2876767.750000 Penalty: 4863.768555
	Iteration 15Q: 3 clusters Score -2876768 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2876841.000000 Penalty: 4863.768555
	Iteration 16Q: 3 clusters Score -2876841 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2876907.750000 Penalty: 4863.768555
	Iteration 17Q: 3 clusters Score -2876908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2876970.750000 Penalty: 4863.768555
	Iteration 18Q: 3 clusters Score -2876971 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2877006.000000 Penalty: 4863.768555
	Iteration 19Q: 3 clusters Score -2877006 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2877027.000000 Penalty: 4863.768555
	Iteration 20F: 3 clusters Score -2877027 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2877041.750000 Penalty: 4863.768555
	Iteration 21Q: 3 clusters Score -2877042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2877056.000000 Penalty: 4863.768555
	Iteration 22Q: 3 clusters Score -2877056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2877067.750000 Penalty: 4863.768555
	Iteration 23Q: 3 clusters Score -2877068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2877071.750000 Penalty: 4863.768555
	Iteration 24Q: 3 clusters Score -2877072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2877072.500000 Penalty: 4863.768555
	Iteration 25Q: 3 clusters Score -2877072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2877073.500000 Penalty: 4863.768555
	Iteration 26Q: 3 clusters Score -2877074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2877071.000000 Penalty: 4863.768555
	Iteration 27Q: 3 clusters Score -2877071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2877074.250000 Penalty: 4863.768555
	Iteration 28Q: 3 clusters Score -2877074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2877074.250000 Penalty: 4863.768555
	Iteration 29F: 3 clusters Score -2877074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -30454.851562 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -30454.85 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 100 members 
Entering Unmasked Estep 
Score: -29322.296875 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -29322.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -29376.953125 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -29376.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -29396.835938 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -29396.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -29416.777344 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -29416.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -29422.593750 Penalty: 2670.709717
	Iteration 4Q: 3 clusters Score -29422.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -29429.337891 Penalty: 2670.709717
	Iteration 5Q: 3 clusters Score -29429.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -29429.337891 Penalty: 2670.709717
	Iteration 6F: 3 clusters Score -29429.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -134477.796875 Penalty: 1705.057617
	Iteration 0F: 2 clusters Score -134477.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -132621.765625 Penalty: 3410.115234
	Iteration 0F: 3 clusters Score -132621.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -132971.031250 Penalty: 3410.115234
	Iteration 1F: 3 clusters Score -132971 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -133087.406250 Penalty: 3410.115234
	Iteration 2F: 3 clusters Score -133087.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -133201.421875 Penalty: 3410.115234
	Iteration 3Q: 3 clusters Score -133201.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -133309.671875 Penalty: 3410.115234
	Iteration 4Q: 3 clusters Score -133309.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -133425.953125 Penalty: 3410.115234
	Iteration 5Q: 3 clusters Score -133426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -133500.281250 Penalty: 3410.115234
	Iteration 6Q: 3 clusters Score -133500.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -133575.750000 Penalty: 3410.115234
	Iteration 7Q: 3 clusters Score -133575.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -133653.671875 Penalty: 3410.115234
	Iteration 8Q: 3 clusters Score -133653.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -133706.171875 Penalty: 3410.115234
	Iteration 9Q: 3 clusters Score -133706.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -133763.187500 Penalty: 3410.115234
	Iteration 10Q: 3 clusters Score -133763.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -133820.343750 Penalty: 3410.115234
	Iteration 11Q: 3 clusters Score -133820.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -133887.640625 Penalty: 3410.115234
	Iteration 12Q: 3 clusters Score -133887.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -133930.156250 Penalty: 3410.115234
	Iteration 13Q: 3 clusters Score -133930.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -133984.343750 Penalty: 3410.115234
	Iteration 14Q: 3 clusters Score -133984.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -134013.609375 Penalty: 3410.115234
	Iteration 15Q: 3 clusters Score -134013.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -134037.218750 Penalty: 3410.115234
	Iteration 16Q: 3 clusters Score -134037.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -134048.531250 Penalty: 3410.115234
	Iteration 17Q: 3 clusters Score -134048.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -134060.078125 Penalty: 3410.115234
	Iteration 18Q: 3 clusters Score -134060.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -134064.218750 Penalty: 3410.115234
	Iteration 19Q: 3 clusters Score -134064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -134070.406250 Penalty: 3410.115234
	Iteration 20F: 3 clusters Score -134070.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -134079.656250 Penalty: 3410.115234
	Iteration 21Q: 3 clusters Score -134079.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -134086.937500 Penalty: 3410.115234
	Iteration 22Q: 3 clusters Score -134086.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -134102.718750 Penalty: 3410.115234
	Iteration 23Q: 3 clusters Score -134102.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134117.437500 Penalty: 3410.115234
	Iteration 24Q: 3 clusters Score -134117.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -134128.703125 Penalty: 3410.115234
	Iteration 25Q: 3 clusters Score -134128.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -134136.453125 Penalty: 3410.115234
	Iteration 26Q: 3 clusters Score -134136.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -134140.656250 Penalty: 3410.115234
	Iteration 27Q: 3 clusters Score -134140.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -134142.187500 Penalty: 3410.115234
	Iteration 28Q: 3 clusters Score -134142.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -134142.187500 Penalty: 3410.115234
	Iteration 29F: 3 clusters Score -134142.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Entering Unmasked Estep 
Score: -1594479.625000 Penalty: 2285.721924
	Iteration 0F: 2 clusters Score -1594480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1586825.125000 Penalty: 4571.443848
	Iteration 0F: 3 clusters Score -1586825 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1588981.375000 Penalty: 4571.443848
	Iteration 1F: 3 clusters Score -1588981 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1589373.500000 Penalty: 4571.443848
	Iteration 2F: 3 clusters Score -1589374 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1589767.750000 Penalty: 4571.443848
	Iteration 3F: 3 clusters Score -1589768 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1590184.500000 Penalty: 4571.443848
	Iteration 4F: 3 clusters Score -1590184 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1590522.125000 Penalty: 4571.443848
	Iteration 5Q: 3 clusters Score -1590522 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1590791.125000 Penalty: 4571.443848
	Iteration 6Q: 3 clusters Score -1590791 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1590997.625000 Penalty: 4571.443848
	Iteration 7Q: 3 clusters Score -1590998 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1591155.875000 Penalty: 4571.443848
	Iteration 8Q: 3 clusters Score -1591156 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1591322.375000 Penalty: 4571.443848
	Iteration 9Q: 3 clusters Score -1591322 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1591459.875000 Penalty: 4571.443848
	Iteration 10Q: 3 clusters Score -1591460 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1591566.125000 Penalty: 4571.443848
	Iteration 11Q: 3 clusters Score -1591566 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1591684.125000 Penalty: 4571.443848
	Iteration 12Q: 3 clusters Score -1591684 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1591797.375000 Penalty: 4571.443848
	Iteration 13Q: 3 clusters Score -1591797 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1591910.750000 Penalty: 4571.443848
	Iteration 14Q: 3 clusters Score -1591911 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1592001.250000 Penalty: 4571.443848
	Iteration 15Q: 3 clusters Score -1592001 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1592078.000000 Penalty: 4571.443848
	Iteration 16Q: 3 clusters Score -1592078 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1592145.000000 Penalty: 4571.443848
	Iteration 17Q: 3 clusters Score -1592145 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1592205.500000 Penalty: 4571.443848
	Iteration 18Q: 3 clusters Score -1592206 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1592259.750000 Penalty: 4571.443848
	Iteration 19Q: 3 clusters Score -1592260 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1592306.125000 Penalty: 4571.443848
	Iteration 20F: 3 clusters Score -1592306 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1592351.125000 Penalty: 4571.443848
	Iteration 21Q: 3 clusters Score -1592351 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1592387.500000 Penalty: 4571.443848
	Iteration 22Q: 3 clusters Score -1592388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1592410.000000 Penalty: 4571.443848
	Iteration 23Q: 3 clusters Score -1592410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1592431.875000 Penalty: 4571.443848
	Iteration 24Q: 3 clusters Score -1592432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1592445.875000 Penalty: 4571.443848
	Iteration 25Q: 3 clusters Score -1592446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1592455.125000 Penalty: 4571.443848
	Iteration 26Q: 3 clusters Score -1592455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1592466.500000 Penalty: 4571.443848
	Iteration 27Q: 3 clusters Score -1592466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1592472.375000 Penalty: 4571.443848
	Iteration 28Q: 3 clusters Score -1592472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1592480.500000 Penalty: 4571.443848
	Iteration 29Q: 3 clusters Score -1592480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1592482.375000 Penalty: 4571.443848
	Iteration 30Q: 3 clusters Score -1592482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1592482.250000 Penalty: 4571.443848
	Iteration 31Q: 3 clusters Score -1592482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1592486.625000 Penalty: 4571.443848
	Iteration 32Q: 3 clusters Score -1592487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1592490.500000 Penalty: 4571.443848
	Iteration 33Q: 3 clusters Score -1592490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1592490.000000 Penalty: 4571.443848
	Iteration 34Q: 3 clusters Score -1592490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1592495.250000 Penalty: 4571.443848
	Iteration 35Q: 3 clusters Score -1592495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1592501.375000 Penalty: 4571.443848
	Iteration 36Q: 3 clusters Score -1592501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1592501.500000 Penalty: 4571.443848
	Iteration 37Q: 3 clusters Score -1592502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1592504.250000 Penalty: 4571.443848
	Iteration 38Q: 3 clusters Score -1592504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1592507.375000 Penalty: 4571.443848
	Iteration 39Q: 3 clusters Score -1592507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1592508.125000 Penalty: 4571.443848
	Iteration 40F: 3 clusters Score -1592508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1592509.375000 Penalty: 4571.443848
	Iteration 41Q: 3 clusters Score -1592509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1592512.125000 Penalty: 4571.443848
	Iteration 42Q: 3 clusters Score -1592512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1592514.375000 Penalty: 4571.443848
	Iteration 43Q: 3 clusters Score -1592514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1592515.250000 Penalty: 4571.443848
	Iteration 44Q: 3 clusters Score -1592515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1592517.000000 Penalty: 4571.443848
	Iteration 45Q: 3 clusters Score -1592517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1592520.125000 Penalty: 4571.443848
	Iteration 46Q: 3 clusters Score -1592520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1592522.000000 Penalty: 4571.443848
	Iteration 47Q: 3 clusters Score -1592522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1592520.500000 Penalty: 4571.443848
	Iteration 48Q: 3 clusters Score -1592520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1592520.500000 Penalty: 4571.443848
	Iteration 49F: 3 clusters Score -1592520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -557755.187500 Penalty: 2032.579590
	Iteration 0F: 2 clusters Score -557755.2 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 1829 members 
Entering Unmasked Estep 
Score: -554106.750000 Penalty: 4065.159180
	Iteration 0F: 3 clusters Score -554106.8 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -554949.250000 Penalty: 4065.159180
	Iteration 1F: 3 clusters Score -554949.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -555255.812500 Penalty: 4065.159180
	Iteration 2F: 3 clusters Score -555255.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -555485.937500 Penalty: 4065.159180
	Iteration 3F: 3 clusters Score -555485.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -555671.812500 Penalty: 4065.159180
	Iteration 4F: 3 clusters Score -555671.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -555858.250000 Penalty: 4065.159180
	Iteration 5F: 3 clusters Score -555858.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -556026.687500 Penalty: 4065.159180
	Iteration 6F: 3 clusters Score -556026.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -556167.812500 Penalty: 4065.159180
	Iteration 7Q: 3 clusters Score -556167.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -556322.000000 Penalty: 4065.159180
	Iteration 8Q: 3 clusters Score -556322 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -556441.937500 Penalty: 4065.159180
	Iteration 9Q: 3 clusters Score -556441.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -556545.437500 Penalty: 4065.159180
	Iteration 10Q: 3 clusters Score -556545.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -556631.375000 Penalty: 4065.159180
	Iteration 11Q: 3 clusters Score -556631.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -556713.250000 Penalty: 4065.159180
	Iteration 12Q: 3 clusters Score -556713.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -556761.250000 Penalty: 4065.159180
	Iteration 13Q: 3 clusters Score -556761.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -556797.875000 Penalty: 4065.159180
	Iteration 14Q: 3 clusters Score -556797.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -556833.187500 Penalty: 4065.159180
	Iteration 15Q: 3 clusters Score -556833.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -556861.375000 Penalty: 4065.159180
	Iteration 16Q: 3 clusters Score -556861.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -556883.687500 Penalty: 4065.159180
	Iteration 17Q: 3 clusters Score -556883.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -556914.812500 Penalty: 4065.159180
	Iteration 18Q: 3 clusters Score -556914.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -556987.937500 Penalty: 4065.159180
	Iteration 19Q: 3 clusters Score -556987.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -557170.250000 Penalty: 4065.159180
	Iteration 20F: 3 clusters Score -557170.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -557729.875000 Penalty: 4065.159180
	Iteration 21Q: 3 clusters Score -557729.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -558249.000000 Penalty: 4065.159180
	Iteration 22Q: 3 clusters Score -558249 nChanged 90
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: -558374.812500 Penalty: 4065.159180
	Iteration 23Q: 3 clusters Score -558374.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -558455.875000 Penalty: 4065.159180
	Iteration 24Q: 3 clusters Score -558455.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -558522.187500 Penalty: 4065.159180
	Iteration 25Q: 3 clusters Score -558522.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -558576.937500 Penalty: 4065.159180
	Iteration 26Q: 3 clusters Score -558576.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -558608.500000 Penalty: 4065.159180
	Iteration 27Q: 3 clusters Score -558608.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -558644.937500 Penalty: 4065.159180
	Iteration 28Q: 3 clusters Score -558644.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -558668.437500 Penalty: 4065.159180
	Iteration 29Q: 3 clusters Score -558668.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -558690.312500 Penalty: 4065.159180
	Iteration 30Q: 3 clusters Score -558690.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -558708.187500 Penalty: 4065.159180
	Iteration 31Q: 3 clusters Score -558708.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -558718.062500 Penalty: 4065.159180
	Iteration 32Q: 3 clusters Score -558718.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -558731.062500 Penalty: 4065.159180
	Iteration 33Q: 3 clusters Score -558731.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -558741.375000 Penalty: 4065.159180
	Iteration 34Q: 3 clusters Score -558741.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -558748.937500 Penalty: 4065.159180
	Iteration 35Q: 3 clusters Score -558748.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -558756.187500 Penalty: 4065.159180
	Iteration 36Q: 3 clusters Score -558756.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -558760.250000 Penalty: 4065.159180
	Iteration 37Q: 3 clusters Score -558760.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -558766.375000 Penalty: 4065.159180
	Iteration 38Q: 3 clusters Score -558766.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -558769.562500 Penalty: 4065.159180
	Iteration 39Q: 3 clusters Score -558769.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -558772.937500 Penalty: 4065.159180
	Iteration 40F: 3 clusters Score -558772.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -558775.812500 Penalty: 4065.159180
	Iteration 41Q: 3 clusters Score -558775.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -558782.375000 Penalty: 4065.159180
	Iteration 42Q: 3 clusters Score -558782.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -558787.375000 Penalty: 4065.159180
	Iteration 43Q: 3 clusters Score -558787.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -558794.375000 Penalty: 4065.159180
	Iteration 44Q: 3 clusters Score -558794.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -558800.312500 Penalty: 4065.159180
	Iteration 45Q: 3 clusters Score -558800.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -558803.562500 Penalty: 4065.159180
	Iteration 46Q: 3 clusters Score -558803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -558807.062500 Penalty: 4065.159180
	Iteration 47Q: 3 clusters Score -558807.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -558812.062500 Penalty: 4065.159180
	Iteration 48Q: 3 clusters Score -558812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -558816.250000 Penalty: 4065.159180
	Iteration 49Q: 3 clusters Score -558816.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -558819.437500 Penalty: 4065.159180
	Iteration 50Q: 3 clusters Score -558819.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -558821.375000 Penalty: 4065.159180
	Iteration 51Q: 3 clusters Score -558821.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -558824.375000 Penalty: 4065.159180
	Iteration 52Q: 3 clusters Score -558824.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -558827.062500 Penalty: 4065.159180
	Iteration 53Q: 3 clusters Score -558827.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -558828.000000 Penalty: 4065.159180
	Iteration 54Q: 3 clusters Score -558828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -558828.000000 Penalty: 4065.159180
	Iteration 55F: 3 clusters Score -558828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33942 members 
Mstep: Class 3 contains 120920 members 
Mstep: Class 4 contains 26402 members 
Mstep: Class 5 contains 6888 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15816 members 
Mstep: Class 11 contains 5507 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 31741 members 
Mstep: Class 14 contains 5415 members 
Mstep: Class 15 contains 12855 members 
Mstep: Class 16 contains 73842 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 31218 members 
Mstep: Class 20 contains 3814 members 
Mstep: Class 21 contains 7398 members 
Mstep: Class 22 contains 102313 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6287 members 
Mstep: Class 26 contains 8804 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10090 members 
Mstep: Class 29 contains 17462 members 
Mstep: Class 30 contains 3349 members 
Mstep: Class 31 contains 56996 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10558 members 
Mstep: Class 34 contains 19886 members 
Mstep: Class 35 contains 3134 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18142 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 10063 members 
Mstep: Class 41 contains 2537 members 
Mstep: Class 42 contains 3646 members 
Mstep: Class 43 contains 5486 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16353 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41229 members 
Mstep: Class 48 contains 3671 members 
Mstep: Class 49 contains 20295 members 
Mstep: Class 50 contains 2925 members 
Mstep: Class 51 contains 3805 members 
Mstep: Class 52 contains 7318 members 
Mstep: Class 53 contains 1089 members 
Entering Unmasked Estep 
Score: -122562248.000000 Penalty: 178674.500000
Splitting cluster 41 changes total score from -122561512.000000 to -122562248.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 42 (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: -530764.937500 Penalty: 2033.943604
	Iteration 0F: 2 clusters Score -530764.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -527096.000000 Penalty: 4067.887207
	Iteration 0F: 3 clusters Score -527096 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -527956.250000 Penalty: 4067.887207
	Iteration 1F: 3 clusters Score -527956.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -528249.000000 Penalty: 4067.887207
	Iteration 2F: 3 clusters Score -528249 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -528484.687500 Penalty: 4067.887207
	Iteration 3F: 3 clusters Score -528484.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -528645.562500 Penalty: 4067.887207
	Iteration 4F: 3 clusters Score -528645.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -528761.000000 Penalty: 4067.887207
	Iteration 5Q: 3 clusters Score -528761 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -528872.125000 Penalty: 4067.887207
	Iteration 6Q: 3 clusters Score -528872.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -528942.250000 Penalty: 4067.887207
	Iteration 7Q: 3 clusters Score -528942.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -528989.250000 Penalty: 4067.887207
	Iteration 8Q: 3 clusters Score -528989.2 nChanged 67
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: -529028.250000 Penalty: 4067.887207
	Iteration 9Q: 3 clusters Score -529028.2 nChanged 45
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: -529065.375000 Penalty: 4067.887207
	Iteration 10Q: 3 clusters Score -529065.4 nChanged 45
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: -529085.187500 Penalty: 4067.887207
	Iteration 11Q: 3 clusters Score -529085.2 nChanged 30
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: -529100.562500 Penalty: 4067.887207
	Iteration 12Q: 3 clusters Score -529100.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -529116.500000 Penalty: 4067.887207
	Iteration 13Q: 3 clusters Score -529116.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -529128.875000 Penalty: 4067.887207
	Iteration 14Q: 3 clusters Score -529128.9 nChanged 27
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: -529141.437500 Penalty: 4067.887207
	Iteration 15Q: 3 clusters Score -529141.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -529149.062500 Penalty: 4067.887207
	Iteration 16Q: 3 clusters Score -529149.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -529155.687500 Penalty: 4067.887207
	Iteration 17Q: 3 clusters Score -529155.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -529162.875000 Penalty: 4067.887207
	Iteration 18Q: 3 clusters Score -529162.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -529164.062500 Penalty: 4067.887207
	Iteration 19Q: 3 clusters Score -529164.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -529167.375000 Penalty: 4067.887207
	Iteration 20F: 3 clusters Score -529167.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -529169.812500 Penalty: 4067.887207
	Iteration 21Q: 3 clusters Score -529169.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -529171.625000 Penalty: 4067.887207
	Iteration 22Q: 3 clusters Score -529171.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -529177.187500 Penalty: 4067.887207
	Iteration 23Q: 3 clusters Score -529177.2 nChanged 7
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: -529180.062500 Penalty: 4067.887207
	Iteration 24Q: 3 clusters Score -529180.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -529181.437500 Penalty: 4067.887207
	Iteration 25Q: 3 clusters Score -529181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -529183.375000 Penalty: 4067.887207
	Iteration 26Q: 3 clusters Score -529183.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -529187.812500 Penalty: 4067.887207
	Iteration 27Q: 3 clusters Score -529187.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -529190.125000 Penalty: 4067.887207
	Iteration 28Q: 3 clusters Score -529190.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -529194.312500 Penalty: 4067.887207
	Iteration 29Q: 3 clusters Score -529194.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -529198.312500 Penalty: 4067.887207
	Iteration 30Q: 3 clusters Score -529198.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -529198.562500 Penalty: 4067.887207
	Iteration 31Q: 3 clusters Score -529198.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -529199.750000 Penalty: 4067.887207
	Iteration 32Q: 3 clusters Score -529199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -529201.500000 Penalty: 4067.887207
	Iteration 33Q: 3 clusters Score -529201.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -529201.250000 Penalty: 4067.887207
	Iteration 34Q: 3 clusters Score -529201.2 nChanged 2
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: -529202.312500 Penalty: 4067.887207
	Iteration 35Q: 3 clusters Score -529202.3 nChanged 4
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: -529204.437500 Penalty: 4067.887207
	Iteration 36Q: 3 clusters Score -529204.4 nChanged 4
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: -529205.812500 Penalty: 4067.887207
	Iteration 37Q: 3 clusters Score -529205.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -529206.875000 Penalty: 4067.887207
	Iteration 38Q: 3 clusters Score -529206.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -529207.625000 Penalty: 4067.887207
	Iteration 39Q: 3 clusters Score -529207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -529211.937500 Penalty: 4067.887207
	Iteration 40F: 3 clusters Score -529211.9 nChanged 5
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: -529212.812500 Penalty: 4067.887207
	Iteration 41Q: 3 clusters Score -529212.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -529216.812500 Penalty: 4067.887207
	Iteration 42Q: 3 clusters Score -529216.8 nChanged 6
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: -529217.875000 Penalty: 4067.887207
	Iteration 43Q: 3 clusters Score -529217.9 nChanged 8
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: -529220.125000 Penalty: 4067.887207
	Iteration 44Q: 3 clusters Score -529220.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -529221.937500 Penalty: 4067.887207
	Iteration 45Q: 3 clusters Score -529221.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -529223.500000 Penalty: 4067.887207
	Iteration 46Q: 3 clusters Score -529223.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -529225.125000 Penalty: 4067.887207
	Iteration 47Q: 3 clusters Score -529225.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -529228.937500 Penalty: 4067.887207
	Iteration 48Q: 3 clusters Score -529228.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -529234.500000 Penalty: 4067.887207
	Iteration 49Q: 3 clusters Score -529234.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -529241.500000 Penalty: 4067.887207
	Iteration 50Q: 3 clusters Score -529241.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -529249.062500 Penalty: 4067.887207
	Iteration 51Q: 3 clusters Score -529249.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -529260.312500 Penalty: 4067.887207
	Iteration 52Q: 3 clusters Score -529260.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -529267.937500 Penalty: 4067.887207
	Iteration 53Q: 3 clusters Score -529267.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -529279.187500 Penalty: 4067.887207
	Iteration 54Q: 3 clusters Score -529279.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -529288.187500 Penalty: 4067.887207
	Iteration 55Q: 3 clusters Score -529288.2 nChanged 17
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: -529294.875000 Penalty: 4067.887207
	Iteration 56Q: 3 clusters Score -529294.9 nChanged 7
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: -529297.250000 Penalty: 4067.887207
	Iteration 57Q: 3 clusters Score -529297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -529297.750000 Penalty: 4067.887207
	Iteration 58Q: 3 clusters Score -529297.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -529299.937500 Penalty: 4067.887207
	Iteration 59Q: 3 clusters Score -529299.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -529301.812500 Penalty: 4067.887207
	Iteration 60F: 3 clusters Score -529301.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -529303.375000 Penalty: 4067.887207
	Iteration 61Q: 3 clusters Score -529303.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -529305.125000 Penalty: 4067.887207
	Iteration 62Q: 3 clusters Score -529305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -529306.125000 Penalty: 4067.887207
	Iteration 63Q: 3 clusters Score -529306.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -529307.750000 Penalty: 4067.887207
	Iteration 64Q: 3 clusters Score -529307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -529310.187500 Penalty: 4067.887207
	Iteration 65Q: 3 clusters Score -529310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -529311.625000 Penalty: 4067.887207
	Iteration 66Q: 3 clusters Score -529311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -529312.562500 Penalty: 4067.887207
	Iteration 67Q: 3 clusters Score -529312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -529312.562500 Penalty: 4067.887207
	Iteration 68Q: 3 clusters Score -529312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -529312.687500 Penalty: 4067.887207
	Iteration 69Q: 3 clusters Score -529312.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -529312.812500 Penalty: 4067.887207
	Iteration 70Q: 3 clusters Score -529312.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -529313.562500 Penalty: 4067.887207
	Iteration 71Q: 3 clusters Score -529313.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -529313.562500 Penalty: 4067.887207
	Iteration 72F: 3 clusters Score -529313.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Entering Unmasked Estep 
Score: -764683.250000 Penalty: 2135.268799
	Iteration 0F: 2 clusters Score -764683.2 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 2694 members 
Entering Unmasked Estep 
Score: -759881.500000 Penalty: 4270.537598
	Iteration 0F: 3 clusters Score -759881.5 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -761486.125000 Penalty: 4270.537598
	Iteration 1F: 3 clusters Score -761486.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -762395.625000 Penalty: 4270.537598
	Iteration 2F: 3 clusters Score -762395.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -763311.125000 Penalty: 4270.537598
	Iteration 3F: 3 clusters Score -763311.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -764000.562500 Penalty: 4270.537598
	Iteration 4F: 3 clusters Score -764000.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -764441.812500 Penalty: 4270.537598
	Iteration 5F: 3 clusters Score -764441.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -764732.812500 Penalty: 4270.537598
	Iteration 6Q: 3 clusters Score -764732.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -764909.500000 Penalty: 4270.537598
	Iteration 7Q: 3 clusters Score -764909.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -765007.000000 Penalty: 4270.537598
	Iteration 8Q: 3 clusters Score -765007 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -765059.937500 Penalty: 4270.537598
	Iteration 9Q: 3 clusters Score -765059.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -765096.250000 Penalty: 4270.537598
	Iteration 10Q: 3 clusters Score -765096.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -765111.187500 Penalty: 4270.537598
	Iteration 11Q: 3 clusters Score -765111.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -765126.812500 Penalty: 4270.537598
	Iteration 12Q: 3 clusters Score -765126.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -765133.812500 Penalty: 4270.537598
	Iteration 13Q: 3 clusters Score -765133.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -765139.000000 Penalty: 4270.537598
	Iteration 14Q: 3 clusters Score -765139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -765143.937500 Penalty: 4270.537598
	Iteration 15Q: 3 clusters Score -765143.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -765145.312500 Penalty: 4270.537598
	Iteration 16Q: 3 clusters Score -765145.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -765148.250000 Penalty: 4270.537598
	Iteration 17Q: 3 clusters Score -765148.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -765149.500000 Penalty: 4270.537598
	Iteration 18Q: 3 clusters Score -765149.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -765150.375000 Penalty: 4270.537598
	Iteration 19Q: 3 clusters Score -765150.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -765153.937500 Penalty: 4270.537598
	Iteration 20F: 3 clusters Score -765153.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -765155.187500 Penalty: 4270.537598
	Iteration 21Q: 3 clusters Score -765155.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -765156.125000 Penalty: 4270.537598
	Iteration 22Q: 3 clusters Score -765156.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -765159.437500 Penalty: 4270.537598
	Iteration 23Q: 3 clusters Score -765159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -765161.000000 Penalty: 4270.537598
	Iteration 24Q: 3 clusters Score -765161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -765161.000000 Penalty: 4270.537598
	Iteration 25F: 3 clusters Score -765161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33942 members 
Mstep: Class 3 contains 120920 members 
Mstep: Class 4 contains 26402 members 
Mstep: Class 5 contains 6888 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15816 members 
Mstep: Class 11 contains 5507 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 31741 members 
Mstep: Class 14 contains 5415 members 
Mstep: Class 15 contains 12855 members 
Mstep: Class 16 contains 73842 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 31218 members 
Mstep: Class 20 contains 3814 members 
Mstep: Class 21 contains 7398 members 
Mstep: Class 22 contains 102313 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6287 members 
Mstep: Class 26 contains 8804 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10090 members 
Mstep: Class 29 contains 17462 members 
Mstep: Class 30 contains 3349 members 
Mstep: Class 31 contains 56996 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10558 members 
Mstep: Class 34 contains 19886 members 
Mstep: Class 35 contains 3134 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18142 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 10063 members 
Mstep: Class 41 contains 2537 members 
Mstep: Class 42 contains 3646 members 
Mstep: Class 43 contains 3683 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16353 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41229 members 
Mstep: Class 48 contains 3671 members 
Mstep: Class 49 contains 20295 members 
Mstep: Class 50 contains 2925 members 
Mstep: Class 51 contains 3805 members 
Mstep: Class 52 contains 7318 members 
Mstep: Class 53 contains 1089 members 
Mstep: Class 54 contains 1803 members 
Entering Unmasked Estep 
Score: -122561688.000000 Penalty: 182045.718750
Splitting cluster 43 changes total score from -122561512.000000 to -122561688.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 44 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -49817.855469 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -49817.86 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 173 members 
Entering Unmasked Estep 
Score: -48503.308594 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -48503.31 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48640.273438 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -48640.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48671.906250 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -48671.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48677.152344 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -48677.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48684.886719 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -48684.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48687.105469 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -48687.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48687.105469 Penalty: 2904.115723
	Iteration 6F: 3 clusters Score -48687.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Entering Unmasked Estep 
Score: -2587729.750000 Penalty: 2406.137207
	Iteration 0F: 2 clusters Score -2587730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2576027.000000 Penalty: 4812.274414
	Iteration 0F: 3 clusters Score -2576027 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2579835.750000 Penalty: 4812.274414
	Iteration 1F: 3 clusters Score -2579836 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2580366.750000 Penalty: 4812.274414
	Iteration 2F: 3 clusters Score -2580367 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2580827.750000 Penalty: 4812.274414
	Iteration 3F: 3 clusters Score -2580828 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2581230.250000 Penalty: 4812.274414
	Iteration 4F: 3 clusters Score -2581230 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2581688.000000 Penalty: 4812.274414
	Iteration 5F: 3 clusters Score -2581688 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2582218.000000 Penalty: 4812.274414
	Iteration 6F: 3 clusters Score -2582218 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2582779.250000 Penalty: 4812.274414
	Iteration 7F: 3 clusters Score -2582779 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2583315.500000 Penalty: 4812.274414
	Iteration 8Q: 3 clusters Score -2583316 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2583781.500000 Penalty: 4812.274414
	Iteration 9Q: 3 clusters Score -2583782 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2584189.250000 Penalty: 4812.274414
	Iteration 10Q: 3 clusters Score -2584189 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2584531.000000 Penalty: 4812.274414
	Iteration 11Q: 3 clusters Score -2584531 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2584826.000000 Penalty: 4812.274414
	Iteration 12Q: 3 clusters Score -2584826 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2585044.500000 Penalty: 4812.274414
	Iteration 13Q: 3 clusters Score -2585044 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2585204.500000 Penalty: 4812.274414
	Iteration 14Q: 3 clusters Score -2585204 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2585315.500000 Penalty: 4812.274414
	Iteration 15Q: 3 clusters Score -2585316 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2585385.250000 Penalty: 4812.274414
	Iteration 16Q: 3 clusters Score -2585385 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2585444.750000 Penalty: 4812.274414
	Iteration 17Q: 3 clusters Score -2585445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2585493.500000 Penalty: 4812.274414
	Iteration 18Q: 3 clusters Score -2585494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2585521.500000 Penalty: 4812.274414
	Iteration 19Q: 3 clusters Score -2585522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2585551.000000 Penalty: 4812.274414
	Iteration 20F: 3 clusters Score -2585551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2585568.500000 Penalty: 4812.274414
	Iteration 21Q: 3 clusters Score -2585568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2585581.750000 Penalty: 4812.274414
	Iteration 22Q: 3 clusters Score -2585582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2585591.500000 Penalty: 4812.274414
	Iteration 23Q: 3 clusters Score -2585592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2585604.250000 Penalty: 4812.274414
	Iteration 24Q: 3 clusters Score -2585604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2585612.250000 Penalty: 4812.274414
	Iteration 25Q: 3 clusters Score -2585612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2585614.250000 Penalty: 4812.274414
	Iteration 26Q: 3 clusters Score -2585614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2585619.500000 Penalty: 4812.274414
	Iteration 27Q: 3 clusters Score -2585620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2585626.250000 Penalty: 4812.274414
	Iteration 28Q: 3 clusters Score -2585626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2585634.000000 Penalty: 4812.274414
	Iteration 29Q: 3 clusters Score -2585634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2585642.500000 Penalty: 4812.274414
	Iteration 30Q: 3 clusters Score -2585642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2585646.000000 Penalty: 4812.274414
	Iteration 31Q: 3 clusters Score -2585646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2585651.000000 Penalty: 4812.274414
	Iteration 32Q: 3 clusters Score -2585651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2585655.000000 Penalty: 4812.274414
	Iteration 33Q: 3 clusters Score -2585655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2585662.000000 Penalty: 4812.274414
	Iteration 34Q: 3 clusters Score -2585662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2585661.000000 Penalty: 4812.274414
	Iteration 35Q: 3 clusters Score -2585661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2585663.750000 Penalty: 4812.274414
	Iteration 36Q: 3 clusters Score -2585664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2585669.750000 Penalty: 4812.274414
	Iteration 37Q: 3 clusters Score -2585670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2585670.500000 Penalty: 4812.274414
	Iteration 38Q: 3 clusters Score -2585670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2585672.750000 Penalty: 4812.274414
	Iteration 39Q: 3 clusters Score -2585673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2585682.250000 Penalty: 4812.274414
	Iteration 40F: 3 clusters Score -2585682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2585683.250000 Penalty: 4812.274414
	Iteration 41Q: 3 clusters Score -2585683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2585683.500000 Penalty: 4812.274414
	Iteration 42Q: 3 clusters Score -2585684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2585680.500000 Penalty: 4812.274414
	Iteration 43Q: 3 clusters Score -2585680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2585680.750000 Penalty: 4812.274414
	Iteration 44Q: 3 clusters Score -2585681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2585680.750000 Penalty: 4812.274414
	Iteration 45F: 3 clusters Score -2585681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -56756.746094 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -56756.75 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 211 members 
Entering Unmasked Estep 
Score: -55430.859375 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -55430.86 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55600.074219 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -55600.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55718.015625 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -55718.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55869.097656 Penalty: 2988.829590
	Iteration 3F: 3 clusters Score -55869.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55920.457031 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -55920.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55988.496094 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -55988.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56061.957031 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -56061.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -56084.289062 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -56084.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56098.882812 Penalty: 2988.829590
	Iteration 8Q: 3 clusters Score -56098.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56105.878906 Penalty: 2988.829590
	Iteration 9Q: 3 clusters Score -56105.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56105.878906 Penalty: 2988.829590
	Iteration 10F: 3 clusters Score -56105.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (41229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Entering Unmasked Estep 
Score: -6491780.500000 Penalty: 2635.470459
	Iteration 0F: 2 clusters Score -6491780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -6463982.500000 Penalty: 5270.940918
	Iteration 0F: 3 clusters Score -6463982 nChanged 18921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -6474717.000000 Penalty: 5270.940918
	Iteration 1F: 3 clusters Score -6474717 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -6475758.500000 Penalty: 5270.940918
	Iteration 2F: 3 clusters Score -6475758 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -6476911.500000 Penalty: 5270.940918
	Iteration 3F: 3 clusters Score -6476912 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -6478091.500000 Penalty: 5270.940918
	Iteration 4F: 3 clusters Score -6478092 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -6479270.000000 Penalty: 5270.940918
	Iteration 5F: 3 clusters Score -6479270 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -6480367.000000 Penalty: 5270.940918
	Iteration 6F: 3 clusters Score -6480367 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -6481306.000000 Penalty: 5270.940918
	Iteration 7Q: 3 clusters Score -6481306 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -6482092.000000 Penalty: 5270.940918
	Iteration 8Q: 3 clusters Score -6482092 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -6482920.000000 Penalty: 5270.940918
	Iteration 9Q: 3 clusters Score -6482920 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -6483718.000000 Penalty: 5270.940918
	Iteration 10Q: 3 clusters Score -6483718 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -6484559.000000 Penalty: 5270.940918
	Iteration 11Q: 3 clusters Score -6484559 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -6485300.000000 Penalty: 5270.940918
	Iteration 12Q: 3 clusters Score -6485300 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -6485862.500000 Penalty: 5270.940918
	Iteration 13Q: 3 clusters Score -6485862 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -6486238.000000 Penalty: 5270.940918
	Iteration 14Q: 3 clusters Score -6486238 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -6486469.000000 Penalty: 5270.940918
	Iteration 15Q: 3 clusters Score -6486469 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -6486617.500000 Penalty: 5270.940918
	Iteration 16Q: 3 clusters Score -6486618 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -6486698.000000 Penalty: 5270.940918
	Iteration 17Q: 3 clusters Score -6486698 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -6486745.500000 Penalty: 5270.940918
	Iteration 18Q: 3 clusters Score -6486746 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -6486783.500000 Penalty: 5270.940918
	Iteration 19Q: 3 clusters Score -6486784 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -6486820.500000 Penalty: 5270.940918
	Iteration 20F: 3 clusters Score -6486820 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -6486833.000000 Penalty: 5270.940918
	Iteration 21Q: 3 clusters Score -6486833 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -6486854.500000 Penalty: 5270.940918
	Iteration 22Q: 3 clusters Score -6486854 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -6486830.000000 Penalty: 5270.940918
	Iteration 23Q: 3 clusters Score -6486830 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -6486846.500000 Penalty: 5270.940918
	Iteration 24Q: 3 clusters Score -6486846 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -6486853.500000 Penalty: 5270.940918
	Iteration 25Q: 3 clusters Score -6486854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -6486857.500000 Penalty: 5270.940918
	Iteration 26Q: 3 clusters Score -6486858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -6486868.000000 Penalty: 5270.940918
	Iteration 27Q: 3 clusters Score -6486868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -6486877.500000 Penalty: 5270.940918
	Iteration 28Q: 3 clusters Score -6486878 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -6486872.500000 Penalty: 5270.940918
	Iteration 29Q: 3 clusters Score -6486872 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -6486875.500000 Penalty: 5270.940918
	Iteration 30Q: 3 clusters Score -6486876 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -6486880.500000 Penalty: 5270.940918
	Iteration 31Q: 3 clusters Score -6486880 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -6486874.500000 Penalty: 5270.940918
	Iteration 32Q: 3 clusters Score -6486874 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -6486869.000000 Penalty: 5270.940918
	Iteration 33Q: 3 clusters Score -6486869 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -6486873.500000 Penalty: 5270.940918
	Iteration 34Q: 3 clusters Score -6486874 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -6486893.000000 Penalty: 5270.940918
	Iteration 35Q: 3 clusters Score -6486893 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -6486909.000000 Penalty: 5270.940918
	Iteration 36Q: 3 clusters Score -6486909 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -6486910.000000 Penalty: 5270.940918
	Iteration 37Q: 3 clusters Score -6486910 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -6486941.000000 Penalty: 5270.940918
	Iteration 38Q: 3 clusters Score -6486941 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -6486930.000000 Penalty: 5270.940918
	Iteration 39Q: 3 clusters Score -6486930 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -6486932.000000 Penalty: 5270.940918
	Iteration 40F: 3 clusters Score -6486932 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -6486950.000000 Penalty: 5270.940918
	Iteration 41Q: 3 clusters Score -6486950 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -6486963.500000 Penalty: 5270.940918
	Iteration 42Q: 3 clusters Score -6486964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -6486958.000000 Penalty: 5270.940918
	Iteration 43Q: 3 clusters Score -6486958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -6486967.000000 Penalty: 5270.940918
	Iteration 44Q: 3 clusters Score -6486967 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -6486981.000000 Penalty: 5270.940918
	Iteration 45Q: 3 clusters Score -6486981 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -6486995.500000 Penalty: 5270.940918
	Iteration 46Q: 3 clusters Score -6486996 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -6486992.500000 Penalty: 5270.940918
	Iteration 47Q: 3 clusters Score -6486992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -6487001.500000 Penalty: 5270.940918
	Iteration 48Q: 3 clusters Score -6487002 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -6487011.500000 Penalty: 5270.940918
	Iteration 49Q: 3 clusters Score -6487012 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -6487009.000000 Penalty: 5270.940918
	Iteration 50Q: 3 clusters Score -6487009 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6487034 nChanged 85
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Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6487064 nChanged 100
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Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6487055 nChanged 104
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Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6487049 nChanged 124
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Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6487064 nChanged 110
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Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6487067 nChanged 116
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Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6487077 nChanged 120
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Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6487116 nChanged 127
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Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6487127 nChanged 134
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Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6487150 nChanged 127
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Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6487154 nChanged 140
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Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6487194 nChanged 136
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Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6487181 nChanged 121
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Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6487192 nChanged 138
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Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6487201 nChanged 140
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Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6487210 nChanged 146
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Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6487236 nChanged 148
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Mstep: Class 1 contains 20601 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6487218 nChanged 146
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Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 20770 members 
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	Iteration 76Q: 3 clusters Score -6487238 nChanged 145
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Mstep: Class 1 contains 20314 members 
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Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 21055 members 
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	Iteration 78Q: 3 clusters Score -6487292 nChanged 158
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Mstep: Class 1 contains 20016 members 
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	Iteration 79Q: 3 clusters Score -6487306 nChanged 187
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Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6487330 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6487370 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6487397 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 21979 members 
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	Iteration 83Q: 3 clusters Score -6487398 nChanged 223
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Mstep: Class 1 contains 19027 members 
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	Iteration 84Q: 3 clusters Score -6487456 nChanged 241
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Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 22439 members 
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Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6487541 nChanged 266
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Mstep: Class 1 contains 18284 members 
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Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 23206 members 
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Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6487644 nChanged 272
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Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6487664 nChanged 302
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Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6487740 nChanged 299
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6487848 nChanged 326
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Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6487917 nChanged 352
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Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6488041 nChanged 360
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Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6488162 nChanged 359
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Mstep: Class 1 contains 15535 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6488248 nChanged 375
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Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6488406 nChanged 388
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Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6488523 nChanged 404
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Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 26811 members 
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	Iteration 99Q: 3 clusters Score -6488662 nChanged 420
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Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6488831 nChanged 421
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Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 27588 members 
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	Iteration 101Q: 3 clusters Score -6488968 nChanged 394
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Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6489094 nChanged 380
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Mstep: Class 1 contains 12937 members 
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	Iteration 103Q: 3 clusters Score -6489238 nChanged 339
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Mstep: Class 1 contains 12624 members 
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	Iteration 104Q: 3 clusters Score -6489322 nChanged 313
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Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 28902 members 
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	Iteration 105Q: 3 clusters Score -6489388 nChanged 307
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Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 29195 members 
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	Iteration 106Q: 3 clusters Score -6489492 nChanged 284
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Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 29471 members 
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	Iteration 107Q: 3 clusters Score -6489546 nChanged 276
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Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6489632 nChanged 251
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Mstep: Class 1 contains 11241 members 
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Mstep: Class 1 contains 11022 members 
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	Iteration 110Q: 3 clusters Score -6489751 nChanged 223
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Mstep: Class 1 contains 10811 members 
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	Iteration 111Q: 3 clusters Score -6489804 nChanged 230
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Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 30636 members 
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	Iteration 112Q: 3 clusters Score -6489872 nChanged 242
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Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 30872 members 
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	Iteration 113Q: 3 clusters Score -6489956 nChanged 243
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Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6490002 nChanged 214
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Mstep: Class 1 contains 9926 members 
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	Iteration 115Q: 3 clusters Score -6490070 nChanged 228
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Mstep: Class 1 contains 9718 members 
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	Iteration 116Q: 3 clusters Score -6490151 nChanged 214
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Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6490223 nChanged 196
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Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 31883 members 
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	Iteration 118Q: 3 clusters Score -6490274 nChanged 171
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Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6490272 nChanged 153
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Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -6490315.000000 Penalty: 5270.940918
	Iteration 120F: 3 clusters Score -6490315 nChanged 147
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Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 32324 members 
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	Iteration 121Q: 3 clusters Score -6490355 nChanged 141
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Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6490368 nChanged 127
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Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 32574 members 
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	Iteration 123Q: 3 clusters Score -6490400 nChanged 105
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Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 32671 members 
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	Iteration 124Q: 3 clusters Score -6490401 nChanged 96
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Mstep: Class 1 contains 8468 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6490422 nChanged 84
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Mstep: Class 1 contains 8390 members 
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	Iteration 126Q: 3 clusters Score -6490420 nChanged 54
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Mstep: Class 1 contains 8336 members 
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	Iteration 127Q: 3 clusters Score -6490440 nChanged 40
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Mstep: Class 1 contains 8296 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6490438 nChanged 31
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Mstep: Class 1 contains 8267 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6490446 nChanged 28
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Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 32990 members 
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	Iteration 130Q: 3 clusters Score -6490441 nChanged 23
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Mstep: Class 1 contains 8216 members 
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	Iteration 131Q: 3 clusters Score -6490460 nChanged 23
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Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 33036 members 
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	Iteration 132Q: 3 clusters Score -6490456 nChanged 24
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Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 33060 members 
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	Iteration 133Q: 3 clusters Score -6490456 nChanged 19
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Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6490458 nChanged 19
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Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6490463 nChanged 13
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Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6490459 nChanged 12
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Mstep: Class 1 contains 8110 members 
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	Iteration 137Q: 3 clusters Score -6490465 nChanged 13
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Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6490460 nChanged 14
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Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6490462 nChanged 17
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Mstep: Class 1 contains 8066 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6490462 nChanged 17
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Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6490470 nChanged 14
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Mstep: Class 1 contains 8037 members 
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	Iteration 142Q: 3 clusters Score -6490470 nChanged 11
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Mstep: Class 1 contains 8026 members 
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	Iteration 143Q: 3 clusters Score -6490464 nChanged 10
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Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -6490454.500000 Penalty: 5270.940918
	Iteration 144Q: 3 clusters Score -6490454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -6490451.500000 Penalty: 5270.940918
	Iteration 145Q: 3 clusters Score -6490452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -6490453.500000 Penalty: 5270.940918
	Iteration 146Q: 3 clusters Score -6490454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -6490452.000000 Penalty: 5270.940918
	Iteration 147Q: 3 clusters Score -6490452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -6490453.000000 Penalty: 5270.940918
	Iteration 148Q: 3 clusters Score -6490453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -6490456.000000 Penalty: 5270.940918
	Iteration 149Q: 3 clusters Score -6490456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -6490452.500000 Penalty: 5270.940918
	Iteration 150Q: 3 clusters Score -6490452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -6490457.000000 Penalty: 5270.940918
	Iteration 151Q: 3 clusters Score -6490457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -6490454.500000 Penalty: 5270.940918
	Iteration 152Q: 3 clusters Score -6490454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -6490457.000000 Penalty: 5270.940918
	Iteration 153Q: 3 clusters Score -6490457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -6490455.000000 Penalty: 5270.940918
	Iteration 154Q: 3 clusters Score -6490455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -6490459.500000 Penalty: 5270.940918
	Iteration 155Q: 3 clusters Score -6490460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -6490461.000000 Penalty: 5270.940918
	Iteration 156Q: 3 clusters Score -6490461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -6490461.000000 Penalty: 5270.940918
	Iteration 157Q: 3 clusters Score -6490461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -6490464.000000 Penalty: 5270.940918
	Iteration 158Q: 3 clusters Score -6490464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -6490461.000000 Penalty: 5270.940918
	Iteration 159Q: 3 clusters Score -6490461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -6490461.000000 Penalty: 5270.940918
	Iteration 160F: 3 clusters Score -6490461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Entering Unmasked Estep 
Score: -557088.812500 Penalty: 2035.638428
	Iteration 0F: 2 clusters Score -557088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -553389.250000 Penalty: 4071.276855
	Iteration 0F: 3 clusters Score -553389.2 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -554204.875000 Penalty: 4071.276855
	Iteration 1F: 3 clusters Score -554204.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -554521.437500 Penalty: 4071.276855
	Iteration 2F: 3 clusters Score -554521.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -554754.687500 Penalty: 4071.276855
	Iteration 3F: 3 clusters Score -554754.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -554971.437500 Penalty: 4071.276855
	Iteration 4F: 3 clusters Score -554971.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -555178.812500 Penalty: 4071.276855
	Iteration 5Q: 3 clusters Score -555178.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -555356.937500 Penalty: 4071.276855
	Iteration 6Q: 3 clusters Score -555356.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -555534.812500 Penalty: 4071.276855
	Iteration 7Q: 3 clusters Score -555534.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -555741.625000 Penalty: 4071.276855
	Iteration 8Q: 3 clusters Score -555741.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -556018.937500 Penalty: 4071.276855
	Iteration 9F: 3 clusters Score -556018.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -556407.750000 Penalty: 4071.276855
	Iteration 10F: 3 clusters Score -556407.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -556966.937500 Penalty: 4071.276855
	Iteration 11F: 3 clusters Score -556966.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -557472.625000 Penalty: 4071.276855
	Iteration 12Q: 3 clusters Score -557472.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -557643.250000 Penalty: 4071.276855
	Iteration 13Q: 3 clusters Score -557643.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -557660.250000 Penalty: 4071.276855
	Iteration 14Q: 3 clusters Score -557660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -557663.625000 Penalty: 4071.276855
	Iteration 15Q: 3 clusters Score -557663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -557664.625000 Penalty: 4071.276855
	Iteration 16Q: 3 clusters Score -557664.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -557664.625000 Penalty: 4071.276855
	Iteration 17F: 3 clusters Score -557664.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33942 members 
Mstep: Class 3 contains 120920 members 
Mstep: Class 4 contains 26402 members 
Mstep: Class 5 contains 6888 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15816 members 
Mstep: Class 11 contains 5507 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 31741 members 
Mstep: Class 14 contains 5415 members 
Mstep: Class 15 contains 12855 members 
Mstep: Class 16 contains 73842 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 31218 members 
Mstep: Class 20 contains 3814 members 
Mstep: Class 21 contains 7398 members 
Mstep: Class 22 contains 102313 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6287 members 
Mstep: Class 26 contains 8804 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10090 members 
Mstep: Class 29 contains 17462 members 
Mstep: Class 30 contains 3349 members 
Mstep: Class 31 contains 56996 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10558 members 
Mstep: Class 34 contains 19886 members 
Mstep: Class 35 contains 3134 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18142 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 10063 members 
Mstep: Class 41 contains 2537 members 
Mstep: Class 42 contains 3646 members 
Mstep: Class 43 contains 3683 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16353 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41229 members 
Mstep: Class 48 contains 1979 members 
Mstep: Class 49 contains 20295 members 
Mstep: Class 50 contains 2925 members 
Mstep: Class 51 contains 3805 members 
Mstep: Class 52 contains 7318 members 
Mstep: Class 53 contains 1089 members 
Mstep: Class 54 contains 1803 members 
Mstep: Class 55 contains 1692 members 
Entering Unmasked Estep 
Score: -122560792.000000 Penalty: 185416.921875
Splitting cluster 48 changes total score from -122561512.000000 to -122560792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (20295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Entering Unmasked Estep 
Score: -3178560.750000 Penalty: 2459.696289
	Iteration 0F: 2 clusters Score -3178561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -3164252.000000 Penalty: 4919.392578
	Iteration 0F: 3 clusters Score -3164252 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -3169029.750000 Penalty: 4919.392578
	Iteration 1F: 3 clusters Score -3169030 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3169528.000000 Penalty: 4919.392578
	Iteration 2F: 3 clusters Score -3169528 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -3169979.750000 Penalty: 4919.392578
	Iteration 3F: 3 clusters Score -3169980 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -3170424.500000 Penalty: 4919.392578
	Iteration 4Q: 3 clusters Score -3170424 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -3170893.250000 Penalty: 4919.392578
	Iteration 5Q: 3 clusters Score -3170893 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -3171476.250000 Penalty: 4919.392578
	Iteration 6Q: 3 clusters Score -3171476 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3172234.250000 Penalty: 4919.392578
	Iteration 7F: 3 clusters Score -3172234 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3173124.500000 Penalty: 4919.392578
	Iteration 8F: 3 clusters Score -3173124 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -3173915.750000 Penalty: 4919.392578
	Iteration 9F: 3 clusters Score -3173916 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3174500.250000 Penalty: 4919.392578
	Iteration 10Q: 3 clusters Score -3174500 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3174835.250000 Penalty: 4919.392578
	Iteration 11Q: 3 clusters Score -3174835 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -3175055.250000 Penalty: 4919.392578
	Iteration 12Q: 3 clusters Score -3175055 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -3175199.750000 Penalty: 4919.392578
	Iteration 13Q: 3 clusters Score -3175200 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3175309.500000 Penalty: 4919.392578
	Iteration 14Q: 3 clusters Score -3175310 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3175397.750000 Penalty: 4919.392578
	Iteration 15Q: 3 clusters Score -3175398 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3175463.250000 Penalty: 4919.392578
	Iteration 16Q: 3 clusters Score -3175463 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3175520.250000 Penalty: 4919.392578
	Iteration 17Q: 3 clusters Score -3175520 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3175600.250000 Penalty: 4919.392578
	Iteration 18Q: 3 clusters Score -3175600 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3175674.500000 Penalty: 4919.392578
	Iteration 19Q: 3 clusters Score -3175674 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3175741.000000 Penalty: 4919.392578
	Iteration 20F: 3 clusters Score -3175741 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3175806.750000 Penalty: 4919.392578
	Iteration 21Q: 3 clusters Score -3175807 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3175871.250000 Penalty: 4919.392578
	Iteration 22Q: 3 clusters Score -3175871 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3175933.500000 Penalty: 4919.392578
	Iteration 23Q: 3 clusters Score -3175934 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3176019.250000 Penalty: 4919.392578
	Iteration 24Q: 3 clusters Score -3176019 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3176083.750000 Penalty: 4919.392578
	Iteration 25Q: 3 clusters Score -3176084 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -3176148.500000 Penalty: 4919.392578
	Iteration 26Q: 3 clusters Score -3176148 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3176202.250000 Penalty: 4919.392578
	Iteration 27Q: 3 clusters Score -3176202 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3176235.750000 Penalty: 4919.392578
	Iteration 28Q: 3 clusters Score -3176236 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3176286.750000 Penalty: 4919.392578
	Iteration 29Q: 3 clusters Score -3176287 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3176336.750000 Penalty: 4919.392578
	Iteration 30Q: 3 clusters Score -3176337 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -3176374.000000 Penalty: 4919.392578
	Iteration 31Q: 3 clusters Score -3176374 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3176406.000000 Penalty: 4919.392578
	Iteration 32Q: 3 clusters Score -3176406 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3176431.750000 Penalty: 4919.392578
	Iteration 33Q: 3 clusters Score -3176432 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3176458.500000 Penalty: 4919.392578
	Iteration 34Q: 3 clusters Score -3176458 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -3176466.250000 Penalty: 4919.392578
	Iteration 35Q: 3 clusters Score -3176466 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3176489.000000 Penalty: 4919.392578
	Iteration 36Q: 3 clusters Score -3176489 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3176495.000000 Penalty: 4919.392578
	Iteration 37Q: 3 clusters Score -3176495 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3176505.000000 Penalty: 4919.392578
	Iteration 38Q: 3 clusters Score -3176505 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3176526.250000 Penalty: 4919.392578
	Iteration 39Q: 3 clusters Score -3176526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3176536.750000 Penalty: 4919.392578
	Iteration 40F: 3 clusters Score -3176537 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -3176553.000000 Penalty: 4919.392578
	Iteration 41Q: 3 clusters Score -3176553 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3176550.000000 Penalty: 4919.392578
	Iteration 42Q: 3 clusters Score -3176550 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3176566.500000 Penalty: 4919.392578
	Iteration 43Q: 3 clusters Score -3176566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -3176578.250000 Penalty: 4919.392578
	Iteration 44Q: 3 clusters Score -3176578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3176574.500000 Penalty: 4919.392578
	Iteration 45Q: 3 clusters Score -3176574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -3176577.500000 Penalty: 4919.392578
	Iteration 46Q: 3 clusters Score -3176578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -3176587.750000 Penalty: 4919.392578
	Iteration 47Q: 3 clusters Score -3176588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -3176588.000000 Penalty: 4919.392578
	Iteration 48Q: 3 clusters Score -3176588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3176599.000000 Penalty: 4919.392578
	Iteration 49Q: 3 clusters Score -3176599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -3176601.750000 Penalty: 4919.392578
	Iteration 50Q: 3 clusters Score -3176602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -3176605.500000 Penalty: 4919.392578
	Iteration 51Q: 3 clusters Score -3176606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3176604.500000 Penalty: 4919.392578
	Iteration 52Q: 3 clusters Score -3176604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3176604.000000 Penalty: 4919.392578
	Iteration 53Q: 3 clusters Score -3176604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3176617.250000 Penalty: 4919.392578
	Iteration 54Q: 3 clusters Score -3176617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3176619.000000 Penalty: 4919.392578
	Iteration 55Q: 3 clusters Score -3176619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3176621.750000 Penalty: 4919.392578
	Iteration 56Q: 3 clusters Score -3176622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3176620.500000 Penalty: 4919.392578
	Iteration 57Q: 3 clusters Score -3176620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3176619.500000 Penalty: 4919.392578
	Iteration 58Q: 3 clusters Score -3176620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3176617.500000 Penalty: 4919.392578
	Iteration 59Q: 3 clusters Score -3176618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3176616.500000 Penalty: 4919.392578
	Iteration 60F: 3 clusters Score -3176616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3176613.000000 Penalty: 4919.392578
	Iteration 61Q: 3 clusters Score -3176613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3176613.250000 Penalty: 4919.392578
	Iteration 62Q: 3 clusters Score -3176613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -3176617.500000 Penalty: 4919.392578
	Iteration 63Q: 3 clusters Score -3176618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -3176617.500000 Penalty: 4919.392578
	Iteration 64Q: 3 clusters Score -3176618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3176621.250000 Penalty: 4919.392578
	Iteration 65Q: 3 clusters Score -3176621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3176619.000000 Penalty: 4919.392578
	Iteration 66Q: 3 clusters Score -3176619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3176632.500000 Penalty: 4919.392578
	Iteration 67Q: 3 clusters Score -3176632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3176632.750000 Penalty: 4919.392578
	Iteration 68Q: 3 clusters Score -3176633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3176624.750000 Penalty: 4919.392578
	Iteration 69Q: 3 clusters Score -3176625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3176627.000000 Penalty: 4919.392578
	Iteration 70Q: 3 clusters Score -3176627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -3176628.250000 Penalty: 4919.392578
	Iteration 71Q: 3 clusters Score -3176628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -3176629.250000 Penalty: 4919.392578
	Iteration 72Q: 3 clusters Score -3176629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -3176634.250000 Penalty: 4919.392578
	Iteration 73Q: 3 clusters Score -3176634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3176633.500000 Penalty: 4919.392578
	Iteration 74Q: 3 clusters Score -3176634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3176636.500000 Penalty: 4919.392578
	Iteration 75Q: 3 clusters Score -3176636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -3176635.500000 Penalty: 4919.392578
	Iteration 76Q: 3 clusters Score -3176636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3176639.250000 Penalty: 4919.392578
	Iteration 77Q: 3 clusters Score -3176639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -3176646.250000 Penalty: 4919.392578
	Iteration 78Q: 3 clusters Score -3176646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3176649.500000 Penalty: 4919.392578
	Iteration 79Q: 3 clusters Score -3176650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3176648.000000 Penalty: 4919.392578
	Iteration 80F: 3 clusters Score -3176648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -3176656.000000 Penalty: 4919.392578
	Iteration 81Q: 3 clusters Score -3176656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3176655.250000 Penalty: 4919.392578
	Iteration 82Q: 3 clusters Score -3176655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3176650.250000 Penalty: 4919.392578
	Iteration 83Q: 3 clusters Score -3176650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -3176648.500000 Penalty: 4919.392578
	Iteration 84Q: 3 clusters Score -3176648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3176652.500000 Penalty: 4919.392578
	Iteration 85Q: 3 clusters Score -3176652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3176653.500000 Penalty: 4919.392578
	Iteration 86Q: 3 clusters Score -3176654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -3176651.750000 Penalty: 4919.392578
	Iteration 87Q: 3 clusters Score -3176652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -3176653.250000 Penalty: 4919.392578
	Iteration 88Q: 3 clusters Score -3176653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3176653.750000 Penalty: 4919.392578
	Iteration 89Q: 3 clusters Score -3176654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3176656.250000 Penalty: 4919.392578
	Iteration 90Q: 3 clusters Score -3176656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3176661.000000 Penalty: 4919.392578
	Iteration 91Q: 3 clusters Score -3176661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3176660.750000 Penalty: 4919.392578
	Iteration 92Q: 3 clusters Score -3176661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3176663.250000 Penalty: 4919.392578
	Iteration 93Q: 3 clusters Score -3176663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -3176660.750000 Penalty: 4919.392578
	Iteration 94Q: 3 clusters Score -3176661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -3176663.250000 Penalty: 4919.392578
	Iteration 95Q: 3 clusters Score -3176663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -3176665.500000 Penalty: 4919.392578
	Iteration 96Q: 3 clusters Score -3176666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3176667.250000 Penalty: 4919.392578
	Iteration 97Q: 3 clusters Score -3176667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3176667.250000 Penalty: 4919.392578
	Iteration 98Q: 3 clusters Score -3176667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3176667.250000 Penalty: 4919.392578
	Iteration 99F: 3 clusters Score -3176667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -448920.250000 Penalty: 1979.300293
	Iteration 0F: 2 clusters Score -448920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -445722.562500 Penalty: 3958.600586
	Iteration 0F: 3 clusters Score -445722.6 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -446438.687500 Penalty: 3958.600586
	Iteration 1F: 3 clusters Score -446438.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -446669.156250 Penalty: 3958.600586
	Iteration 2F: 3 clusters Score -446669.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -446816.812500 Penalty: 3958.600586
	Iteration 3F: 3 clusters Score -446816.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -446902.187500 Penalty: 3958.600586
	Iteration 4Q: 3 clusters Score -446902.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -446977.000000 Penalty: 3958.600586
	Iteration 5Q: 3 clusters Score -446977 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -447031.593750 Penalty: 3958.600586
	Iteration 6Q: 3 clusters Score -447031.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -447074.562500 Penalty: 3958.600586
	Iteration 7Q: 3 clusters Score -447074.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -447117.031250 Penalty: 3958.600586
	Iteration 8Q: 3 clusters Score -447117 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -447153.281250 Penalty: 3958.600586
	Iteration 9Q: 3 clusters Score -447153.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -447182.906250 Penalty: 3958.600586
	Iteration 10Q: 3 clusters Score -447182.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -447205.156250 Penalty: 3958.600586
	Iteration 11Q: 3 clusters Score -447205.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -447225.687500 Penalty: 3958.600586
	Iteration 12Q: 3 clusters Score -447225.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -447248.781250 Penalty: 3958.600586
	Iteration 13Q: 3 clusters Score -447248.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -447277.500000 Penalty: 3958.600586
	Iteration 14Q: 3 clusters Score -447277.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -447302.562500 Penalty: 3958.600586
	Iteration 15Q: 3 clusters Score -447302.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -447329.187500 Penalty: 3958.600586
	Iteration 16Q: 3 clusters Score -447329.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -447361.531250 Penalty: 3958.600586
	Iteration 17Q: 3 clusters Score -447361.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -447397.375000 Penalty: 3958.600586
	Iteration 18Q: 3 clusters Score -447397.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -447424.156250 Penalty: 3958.600586
	Iteration 19Q: 3 clusters Score -447424.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -447448.500000 Penalty: 3958.600586
	Iteration 20F: 3 clusters Score -447448.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -447472.531250 Penalty: 3958.600586
	Iteration 21Q: 3 clusters Score -447472.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -447495.000000 Penalty: 3958.600586
	Iteration 22Q: 3 clusters Score -447495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -447518.062500 Penalty: 3958.600586
	Iteration 23Q: 3 clusters Score -447518.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -447542.937500 Penalty: 3958.600586
	Iteration 24Q: 3 clusters Score -447542.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -447565.968750 Penalty: 3958.600586
	Iteration 25Q: 3 clusters Score -447566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -447587.656250 Penalty: 3958.600586
	Iteration 26Q: 3 clusters Score -447587.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -447605.406250 Penalty: 3958.600586
	Iteration 27Q: 3 clusters Score -447605.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -447618.437500 Penalty: 3958.600586
	Iteration 28Q: 3 clusters Score -447618.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -447627.250000 Penalty: 3958.600586
	Iteration 29Q: 3 clusters Score -447627.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -447635.250000 Penalty: 3958.600586
	Iteration 30Q: 3 clusters Score -447635.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -447644.843750 Penalty: 3958.600586
	Iteration 31Q: 3 clusters Score -447644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -447649.062500 Penalty: 3958.600586
	Iteration 32Q: 3 clusters Score -447649.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -447654.312500 Penalty: 3958.600586
	Iteration 33Q: 3 clusters Score -447654.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -447655.781250 Penalty: 3958.600586
	Iteration 34Q: 3 clusters Score -447655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -447655.781250 Penalty: 3958.600586
	Iteration 35F: 3 clusters Score -447655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33942 members 
Mstep: Class 3 contains 120920 members 
Mstep: Class 4 contains 26402 members 
Mstep: Class 5 contains 6888 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15816 members 
Mstep: Class 11 contains 5507 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 31741 members 
Mstep: Class 14 contains 5415 members 
Mstep: Class 15 contains 12855 members 
Mstep: Class 16 contains 73842 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 31218 members 
Mstep: Class 20 contains 3814 members 
Mstep: Class 21 contains 7398 members 
Mstep: Class 22 contains 102313 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6287 members 
Mstep: Class 26 contains 8804 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10090 members 
Mstep: Class 29 contains 17462 members 
Mstep: Class 30 contains 3349 members 
Mstep: Class 31 contains 56996 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10558 members 
Mstep: Class 34 contains 19886 members 
Mstep: Class 35 contains 3134 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18142 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 10063 members 
Mstep: Class 41 contains 2537 members 
Mstep: Class 42 contains 3646 members 
Mstep: Class 43 contains 3683 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16353 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41229 members 
Mstep: Class 48 contains 3671 members 
Mstep: Class 49 contains 20295 members 
Mstep: Class 50 contains 2925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122563856.000000 Penalty: 182045.718750
Iteration 119Q: 55 clusters Score -1.225639e+08 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33890 members 
Mstep: Class 3 contains 121378 members 
Mstep: Class 4 contains 26438 members 
Mstep: Class 5 contains 6931 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3553 members 
Mstep: Class 8 contains 6332 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15791 members 
Mstep: Class 11 contains 5508 members 
Mstep: Class 12 contains 4227 members 
Mstep: Class 13 contains 31682 members 
Mstep: Class 14 contains 5590 members 
Mstep: Class 15 contains 12720 members 
Mstep: Class 16 contains 74310 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7272 members 
Mstep: Class 19 contains 31395 members 
Mstep: Class 20 contains 3855 members 
Mstep: Class 21 contains 7405 members 
Mstep: Class 22 contains 101240 members 
Mstep: Class 23 contains 6261 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6287 members 
Mstep: Class 26 contains 8838 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10087 members 
Mstep: Class 29 contains 17452 members 
Mstep: Class 30 contains 3296 members 
Mstep: Class 31 contains 57110 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10578 members 
Mstep: Class 34 contains 19597 members 
Mstep: Class 35 contains 3138 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18136 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 10118 members 
Mstep: Class 41 contains 2595 members 
Mstep: Class 42 contains 3689 members 
Mstep: Class 43 contains 4128 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16376 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41241 members 
Mstep: Class 48 contains 3667 members 
Mstep: Class 49 contains 20278 members 
Mstep: Class 50 contains 2950 members 
Mstep: Class 51 contains 3676 members 
Mstep: Class 52 contains 7036 members 
Mstep: Class 53 contains 1068 members 
Mstep: Class 54 contains 1716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122567432.000000 Penalty: 182045.718750
Iteration 120F: 55 clusters Score -1.225674e+08 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33807 members 
Mstep: Class 3 contains 120929 members 
Mstep: Class 4 contains 26437 members 
Mstep: Class 5 contains 6925 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 6317 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15799 members 
Mstep: Class 11 contains 5525 members 
Mstep: Class 12 contains 4220 members 
Mstep: Class 13 contains 31613 members 
Mstep: Class 14 contains 5642 members 
Mstep: Class 15 contains 12604 members 
Mstep: Class 16 contains 74567 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7267 members 
Mstep: Class 19 contains 31564 members 
Mstep: Class 20 contains 3830 members 
Mstep: Class 21 contains 7410 members 
Mstep: Class 22 contains 100436 members 
Mstep: Class 23 contains 6247 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6288 members 
Mstep: Class 26 contains 8847 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10083 members 
Mstep: Class 29 contains 17429 members 
Mstep: Class 30 contains 3243 members 
Mstep: Class 31 contains 57008 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10570 members 
Mstep: Class 34 contains 19322 members 
Mstep: Class 35 contains 3056 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18143 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 966 members 
Mstep: Class 40 contains 10148 members 
Mstep: Class 41 contains 2597 members 
Mstep: Class 42 contains 3698 members 
Mstep: Class 43 contains 4513 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16402 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41224 members 
Mstep: Class 48 contains 3623 members 
Mstep: Class 49 contains 20315 members 
Mstep: Class 50 contains 2970 members 
Mstep: Class 51 contains 3753 members 
Mstep: Class 52 contains 7919 members 
Mstep: Class 53 contains 1095 members 
Mstep: Class 54 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122569256.000000 Penalty: 182045.718750
Iteration 121Q: 55 clusters Score -1.225693e+08 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33754 members 
Mstep: Class 3 contains 120395 members 
Mstep: Class 4 contains 26426 members 
Mstep: Class 5 contains 6917 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 6297 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15799 members 
Mstep: Class 11 contains 5543 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 31547 members 
Mstep: Class 14 contains 5677 members 
Mstep: Class 15 contains 12487 members 
Mstep: Class 16 contains 74824 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 7262 members 
Mstep: Class 19 contains 31719 members 
Mstep: Class 20 contains 3847 members 
Mstep: Class 21 contains 7410 members 
Mstep: Class 22 contains 99971 members 
Mstep: Class 23 contains 6235 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6287 members 
Mstep: Class 26 contains 8851 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10084 members 
Mstep: Class 29 contains 17399 members 
Mstep: Class 30 contains 3206 members 
Mstep: Class 31 contains 56869 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10566 members 
Mstep: Class 34 contains 19032 members 
Mstep: Class 35 contains 3017 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18150 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 963 members 
Mstep: Class 40 contains 10188 members 
Mstep: Class 41 contains 2605 members 
Mstep: Class 42 contains 3718 members 
Mstep: Class 43 contains 4933 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16431 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41185 members 
Mstep: Class 48 contains 3597 members 
Mstep: Class 49 contains 20380 members 
Mstep: Class 50 contains 3004 members 
Mstep: Class 51 contains 3775 members 
Mstep: Class 52 contains 8581 members 
Mstep: Class 53 contains 1102 members 
Mstep: Class 54 contains 2007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122570656.000000 Penalty: 182045.718750
Iteration 122Q: 55 clusters Score -1.225707e+08 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33712 members 
Mstep: Class 3 contains 119888 members 
Mstep: Class 4 contains 26404 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 6266 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15809 members 
Mstep: Class 11 contains 5566 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 31492 members 
Mstep: Class 14 contains 5703 members 
Mstep: Class 15 contains 12388 members 
Mstep: Class 16 contains 75070 members 
Mstep: Class 17 contains 4929 members 
Mstep: Class 18 contains 7257 members 
Mstep: Class 19 contains 31877 members 
Mstep: Class 20 contains 3861 members 
Mstep: Class 21 contains 7402 members 
Mstep: Class 22 contains 99649 members 
Mstep: Class 23 contains 6228 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6286 members 
Mstep: Class 26 contains 8844 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10083 members 
Mstep: Class 29 contains 17350 members 
Mstep: Class 30 contains 3169 members 
Mstep: Class 31 contains 56725 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10567 members 
Mstep: Class 34 contains 18856 members 
Mstep: Class 35 contains 2998 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18154 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 960 members 
Mstep: Class 40 contains 10218 members 
Mstep: Class 41 contains 2617 members 
Mstep: Class 42 contains 3726 members 
Mstep: Class 43 contains 5319 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16454 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41109 members 
Mstep: Class 48 contains 3582 members 
Mstep: Class 49 contains 20461 members 
Mstep: Class 50 contains 3030 members 
Mstep: Class 51 contains 3784 members 
Mstep: Class 52 contains 9091 members 
Mstep: Class 53 contains 1097 members 
Mstep: Class 54 contains 2092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122571280.000000 Penalty: 182045.718750
Iteration 123Q: 55 clusters Score -1.225713e+08 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33670 members 
Mstep: Class 3 contains 119407 members 
Mstep: Class 4 contains 26384 members 
Mstep: Class 5 contains 6915 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 6230 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15823 members 
Mstep: Class 11 contains 5581 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 31446 members 
Mstep: Class 14 contains 5722 members 
Mstep: Class 15 contains 12306 members 
Mstep: Class 16 contains 75330 members 
Mstep: Class 17 contains 4928 members 
Mstep: Class 18 contains 7255 members 
Mstep: Class 19 contains 32016 members 
Mstep: Class 20 contains 3895 members 
Mstep: Class 21 contains 7398 members 
Mstep: Class 22 contains 99381 members 
Mstep: Class 23 contains 6222 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6285 members 
Mstep: Class 26 contains 8837 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10081 members 
Mstep: Class 29 contains 17287 members 
Mstep: Class 30 contains 3139 members 
Mstep: Class 31 contains 56601 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10557 members 
Mstep: Class 34 contains 18737 members 
Mstep: Class 35 contains 2989 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18165 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 958 members 
Mstep: Class 40 contains 10240 members 
Mstep: Class 41 contains 2625 members 
Mstep: Class 42 contains 3725 members 
Mstep: Class 43 contains 5624 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16477 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 41022 members 
Mstep: Class 48 contains 3575 members 
Mstep: Class 49 contains 20553 members 
Mstep: Class 50 contains 3055 members 
Mstep: Class 51 contains 3797 members 
Mstep: Class 52 contains 9504 members 
Mstep: Class 53 contains 1090 members 
Mstep: Class 54 contains 2161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122571904.000000 Penalty: 182045.718750
Iteration 124Q: 55 clusters Score -1.225719e+08 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 33617 members 
Mstep: Class 3 contains 118946 members 
Mstep: Class 4 contains 26362 members 
Mstep: Class 5 contains 6924 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3556 members 
Mstep: Class 8 contains 6200 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15832 members 
Mstep: Class 11 contains 5577 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 31399 members 
Mstep: Class 14 contains 5754 members 
Mstep: Class 15 contains 12218 members 
Mstep: Class 16 contains 75588 members 
Mstep: Class 17 contains 4928 members 
Mstep: Class 18 contains 7252 members 
Mstep: Class 19 contains 32151 members 
Mstep: Class 20 contains 3929 members 
Mstep: Class 21 contains 7395 members 
Mstep: Class 22 contains 99181 members 
Mstep: Class 23 contains 6221 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6286 members 
Mstep: Class 26 contains 8832 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10080 members 
Mstep: Class 29 contains 17235 members 
Mstep: Class 30 contains 3108 members 
Mstep: Class 31 contains 56496 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10546 members 
Mstep: Class 34 contains 18656 members 
Mstep: Class 35 contains 2982 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18178 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 962 members 
Mstep: Class 40 contains 10274 members 
Mstep: Class 41 contains 2634 members 
Mstep: Class 42 contains 3722 members 
Mstep: Class 43 contains 5922 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16497 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 40927 members 
Mstep: Class 48 contains 3561 members 
Mstep: Class 49 contains 20629 members 
Mstep: Class 50 contains 3077 members 
Mstep: Class 51 contains 3805 members 
Mstep: Class 52 contains 9815 members 
Mstep: Class 53 contains 1088 members 
Mstep: Class 54 contains 2216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122572616.000000 Penalty: 182045.718750
Iteration 125Q: 55 clusters Score -1.225726e+08 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 33575 members 
Mstep: Class 3 contains 118505 members 
Mstep: Class 4 contains 26348 members 
Mstep: Class 5 contains 6926 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3556 members 
Mstep: Class 8 contains 6171 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15847 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 4165 members 
Mstep: Class 13 contains 31357 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 12163 members 
Mstep: Class 16 contains 75853 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 32240 members 
Mstep: Class 20 contains 3981 members 
Mstep: Class 21 contains 7391 members 
Mstep: Class 22 contains 99016 members 
Mstep: Class 23 contains 6216 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6283 members 
Mstep: Class 26 contains 8829 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 17173 members 
Mstep: Class 30 contains 3084 members 
Mstep: Class 31 contains 56372 members 
Mstep: Class 32 contains 12366 members 
Mstep: Class 33 contains 10537 members 
Mstep: Class 34 contains 18623 members 
Mstep: Class 35 contains 2973 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18197 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 962 members 
Mstep: Class 40 contains 10309 members 
Mstep: Class 41 contains 2640 members 
Mstep: Class 42 contains 3731 members 
Mstep: Class 43 contains 6196 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16513 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 40820 members 
Mstep: Class 48 contains 3556 members 
Mstep: Class 49 contains 20690 members 
Mstep: Class 50 contains 3098 members 
Mstep: Class 51 contains 3808 members 
Mstep: Class 52 contains 10085 members 
Mstep: Class 53 contains 1089 members 
Mstep: Class 54 contains 2260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122573328.000000 Penalty: 182045.718750
Iteration 126Q: 55 clusters Score -1.225733e+08 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 33542 members 
Mstep: Class 3 contains 118116 members 
Mstep: Class 4 contains 26332 members 
Mstep: Class 5 contains 6932 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3556 members 
Mstep: Class 8 contains 6137 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15858 members 
Mstep: Class 11 contains 5574 members 
Mstep: Class 12 contains 4150 members 
Mstep: Class 13 contains 31300 members 
Mstep: Class 14 contains 5779 members 
Mstep: Class 15 contains 12086 members 
Mstep: Class 16 contains 76136 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7245 members 
Mstep: Class 19 contains 32308 members 
Mstep: Class 20 contains 4025 members 
Mstep: Class 21 contains 7382 members 
Mstep: Class 22 contains 98865 members 
Mstep: Class 23 contains 6216 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6286 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 17134 members 
Mstep: Class 30 contains 3065 members 
Mstep: Class 31 contains 56253 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10529 members 
Mstep: Class 34 contains 18631 members 
Mstep: Class 35 contains 2972 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18202 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 965 members 
Mstep: Class 40 contains 10337 members 
Mstep: Class 41 contains 2648 members 
Mstep: Class 42 contains 3739 members 
Mstep: Class 43 contains 6453 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16524 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 40713 members 
Mstep: Class 48 contains 3556 members 
Mstep: Class 49 contains 20750 members 
Mstep: Class 50 contains 3133 members 
Mstep: Class 51 contains 3808 members 
Mstep: Class 52 contains 10291 members 
Mstep: Class 53 contains 1086 members 
Mstep: Class 54 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122573632.000000 Penalty: 182045.718750
Iteration 127Q: 55 clusters Score -1.225736e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 33517 members 
Mstep: Class 3 contains 117700 members 
Mstep: Class 4 contains 26306 members 
Mstep: Class 5 contains 6940 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3556 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15860 members 
Mstep: Class 11 contains 5568 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 31260 members 
Mstep: Class 14 contains 5796 members 
Mstep: Class 15 contains 12011 members 
Mstep: Class 16 contains 76479 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7241 members 
Mstep: Class 19 contains 32350 members 
Mstep: Class 20 contains 4057 members 
Mstep: Class 21 contains 7372 members 
Mstep: Class 22 contains 98730 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6286 members 
Mstep: Class 26 contains 8813 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10080 members 
Mstep: Class 29 contains 17095 members 
Mstep: Class 30 contains 3044 members 
Mstep: Class 31 contains 56138 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10527 members 
Mstep: Class 34 contains 18689 members 
Mstep: Class 35 contains 2966 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18206 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 10370 members 
Mstep: Class 41 contains 2652 members 
Mstep: Class 42 contains 3740 members 
Mstep: Class 43 contains 6679 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16535 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 40607 members 
Mstep: Class 48 contains 3553 members 
Mstep: Class 49 contains 20823 members 
Mstep: Class 50 contains 3166 members 
Mstep: Class 51 contains 3808 members 
Mstep: Class 52 contains 10452 members 
Mstep: Class 53 contains 1084 members 
Mstep: Class 54 contains 2348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122574080.000000 Penalty: 182045.718750
Iteration 128Q: 55 clusters Score -1.225741e+08 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 33487 members 
Mstep: Class 3 contains 117339 members 
Mstep: Class 4 contains 26285 members 
Mstep: Class 5 contains 6943 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 6059 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15864 members 
Mstep: Class 11 contains 5576 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 13 contains 31210 members 
Mstep: Class 14 contains 5802 members 
Mstep: Class 15 contains 11943 members 
Mstep: Class 16 contains 76817 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7236 members 
Mstep: Class 19 contains 32373 members 
Mstep: Class 20 contains 4093 members 
Mstep: Class 21 contains 7365 members 
Mstep: Class 22 contains 98613 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6284 members 
Mstep: Class 26 contains 8809 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 17062 members 
Mstep: Class 30 contains 3030 members 
Mstep: Class 31 contains 56012 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10533 members 
Mstep: Class 34 contains 18750 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18205 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 10404 members 
Mstep: Class 41 contains 2660 members 
Mstep: Class 42 contains 3746 members 
Mstep: Class 43 contains 6878 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16548 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 40512 members 
Mstep: Class 48 contains 3550 members 
Mstep: Class 49 contains 20877 members 
Mstep: Class 50 contains 3194 members 
Mstep: Class 51 contains 3816 members 
Mstep: Class 52 contains 10579 members 
Mstep: Class 53 contains 1076 members 
Mstep: Class 54 contains 2389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122574128.000000 Penalty: 182045.718750
Iteration 129Q: 55 clusters Score -1.225741e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 33459 members 
Mstep: Class 3 contains 117028 members 
Mstep: Class 4 contains 26275 members 
Mstep: Class 5 contains 6949 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 6023 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15865 members 
Mstep: Class 11 contains 5573 members 
Mstep: Class 12 contains 4088 members 
Mstep: Class 13 contains 31171 members 
Mstep: Class 14 contains 5807 members 
Mstep: Class 15 contains 11877 members 
Mstep: Class 16 contains 77165 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7230 members 
Mstep: Class 19 contains 32405 members 
Mstep: Class 20 contains 4125 members 
Mstep: Class 21 contains 7364 members 
Mstep: Class 22 contains 98495 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6285 members 
Mstep: Class 26 contains 8803 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 17019 members 
Mstep: Class 30 contains 3024 members 
Mstep: Class 31 contains 55884 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10538 members 
Mstep: Class 34 contains 18836 members 
Mstep: Class 35 contains 2960 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18208 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10429 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 3748 members 
Mstep: Class 43 contains 7044 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16560 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 40418 members 
Mstep: Class 48 contains 3545 members 
Mstep: Class 49 contains 20901 members 
Mstep: Class 50 contains 3232 members 
Mstep: Class 51 contains 3818 members 
Mstep: Class 52 contains 10675 members 
Mstep: Class 53 contains 1071 members 
Mstep: Class 54 contains 2425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122574864.000000 Penalty: 182045.718750
Iteration 130Q: 55 clusters Score -1.225749e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 33437 members 
Mstep: Class 3 contains 116745 members 
Mstep: Class 4 contains 26264 members 
Mstep: Class 5 contains 6951 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 5987 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15869 members 
Mstep: Class 11 contains 5571 members 
Mstep: Class 12 contains 4074 members 
Mstep: Class 13 contains 31126 members 
Mstep: Class 14 contains 5816 members 
Mstep: Class 15 contains 11825 members 
Mstep: Class 16 contains 77471 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7225 members 
Mstep: Class 19 contains 32407 members 
Mstep: Class 20 contains 4162 members 
Mstep: Class 21 contains 7360 members 
Mstep: Class 22 contains 98384 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6286 members 
Mstep: Class 26 contains 8794 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16991 members 
Mstep: Class 30 contains 3020 members 
Mstep: Class 31 contains 55764 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10537 members 
Mstep: Class 34 contains 18895 members 
Mstep: Class 35 contains 2960 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18209 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 10464 members 
Mstep: Class 41 contains 2670 members 
Mstep: Class 42 contains 3749 members 
Mstep: Class 43 contains 7221 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16570 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 40340 members 
Mstep: Class 48 contains 3541 members 
Mstep: Class 49 contains 20906 members 
Mstep: Class 50 contains 3269 members 
Mstep: Class 51 contains 3820 members 
Mstep: Class 52 contains 10772 members 
Mstep: Class 53 contains 1069 members 
Mstep: Class 54 contains 2469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122574792.000000 Penalty: 182045.718750
Iteration 131Q: 55 clusters Score -1.225748e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 33414 members 
Mstep: Class 3 contains 116516 members 
Mstep: Class 4 contains 26255 members 
Mstep: Class 5 contains 6959 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 5961 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15875 members 
Mstep: Class 11 contains 5571 members 
Mstep: Class 12 contains 4057 members 
Mstep: Class 13 contains 31077 members 
Mstep: Class 14 contains 5828 members 
Mstep: Class 15 contains 11776 members 
Mstep: Class 16 contains 77754 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7221 members 
Mstep: Class 19 contains 32405 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 7355 members 
Mstep: Class 22 contains 98298 members 
Mstep: Class 23 contains 6220 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6285 members 
Mstep: Class 26 contains 8784 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16951 members 
Mstep: Class 30 contains 3016 members 
Mstep: Class 31 contains 55636 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10538 members 
Mstep: Class 34 contains 18985 members 
Mstep: Class 35 contains 2957 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18209 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 969 members 
Mstep: Class 40 contains 10492 members 
Mstep: Class 41 contains 2675 members 
Mstep: Class 42 contains 3748 members 
Mstep: Class 43 contains 7359 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16584 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 40269 members 
Mstep: Class 48 contains 3538 members 
Mstep: Class 49 contains 20910 members 
Mstep: Class 50 contains 3304 members 
Mstep: Class 51 contains 3821 members 
Mstep: Class 52 contains 10857 members 
Mstep: Class 53 contains 1067 members 
Mstep: Class 54 contains 2505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122575360.000000 Penalty: 182045.718750
Iteration 132Q: 55 clusters Score -1.225754e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 33402 members 
Mstep: Class 3 contains 116278 members 
Mstep: Class 4 contains 26247 members 
Mstep: Class 5 contains 6961 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 5938 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15877 members 
Mstep: Class 11 contains 5566 members 
Mstep: Class 12 contains 4047 members 
Mstep: Class 13 contains 31043 members 
Mstep: Class 14 contains 5836 members 
Mstep: Class 15 contains 11722 members 
Mstep: Class 16 contains 78019 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7215 members 
Mstep: Class 19 contains 32373 members 
Mstep: Class 20 contains 4207 members 
Mstep: Class 21 contains 7354 members 
Mstep: Class 22 contains 98225 members 
Mstep: Class 23 contains 6220 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6283 members 
Mstep: Class 26 contains 8775 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16923 members 
Mstep: Class 30 contains 3012 members 
Mstep: Class 31 contains 55512 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10545 members 
Mstep: Class 34 contains 19059 members 
Mstep: Class 35 contains 2955 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18213 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 10523 members 
Mstep: Class 41 contains 2680 members 
Mstep: Class 42 contains 3739 members 
Mstep: Class 43 contains 7520 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16594 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 40204 members 
Mstep: Class 48 contains 3528 members 
Mstep: Class 49 contains 20945 members 
Mstep: Class 50 contains 3329 members 
Mstep: Class 51 contains 3822 members 
Mstep: Class 52 contains 10917 members 
Mstep: Class 53 contains 1063 members 
Mstep: Class 54 contains 2540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122575640.000000 Penalty: 182045.718750
Iteration 133Q: 55 clusters Score -1.225756e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 33389 members 
Mstep: Class 3 contains 116047 members 
Mstep: Class 4 contains 26242 members 
Mstep: Class 5 contains 6962 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3556 members 
Mstep: Class 8 contains 5911 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15881 members 
Mstep: Class 11 contains 5571 members 
Mstep: Class 12 contains 4039 members 
Mstep: Class 13 contains 31004 members 
Mstep: Class 14 contains 5836 members 
Mstep: Class 15 contains 11681 members 
Mstep: Class 16 contains 78264 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7210 members 
Mstep: Class 19 contains 32335 members 
Mstep: Class 20 contains 4218 members 
Mstep: Class 21 contains 7351 members 
Mstep: Class 22 contains 98163 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6281 members 
Mstep: Class 26 contains 8771 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10080 members 
Mstep: Class 29 contains 16896 members 
Mstep: Class 30 contains 3011 members 
Mstep: Class 31 contains 55406 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10547 members 
Mstep: Class 34 contains 19124 members 
Mstep: Class 35 contains 2955 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18209 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 10548 members 
Mstep: Class 41 contains 2686 members 
Mstep: Class 42 contains 3743 members 
Mstep: Class 43 contains 7667 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16602 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 40142 members 
Mstep: Class 48 contains 3519 members 
Mstep: Class 49 contains 20976 members 
Mstep: Class 50 contains 3370 members 
Mstep: Class 51 contains 3827 members 
Mstep: Class 52 contains 10982 members 
Mstep: Class 53 contains 1060 members 
Mstep: Class 54 contains 2565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122575600.000000 Penalty: 182045.718750
Iteration 134Q: 55 clusters Score -1.225756e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 33373 members 
Mstep: Class 3 contains 115845 members 
Mstep: Class 4 contains 26236 members 
Mstep: Class 5 contains 6970 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3557 members 
Mstep: Class 8 contains 5881 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15887 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 4040 members 
Mstep: Class 13 contains 30963 members 
Mstep: Class 14 contains 5837 members 
Mstep: Class 15 contains 11629 members 
Mstep: Class 16 contains 78477 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7204 members 
Mstep: Class 19 contains 32313 members 
Mstep: Class 20 contains 4223 members 
Mstep: Class 21 contains 7352 members 
Mstep: Class 22 contains 98098 members 
Mstep: Class 23 contains 6220 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6281 members 
Mstep: Class 26 contains 8763 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16880 members 
Mstep: Class 30 contains 3011 members 
Mstep: Class 31 contains 55310 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10550 members 
Mstep: Class 34 contains 19183 members 
Mstep: Class 35 contains 2953 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18211 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 966 members 
Mstep: Class 40 contains 10583 members 
Mstep: Class 41 contains 2695 members 
Mstep: Class 42 contains 3742 members 
Mstep: Class 43 contains 7801 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16615 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 40089 members 
Mstep: Class 48 contains 3509 members 
Mstep: Class 49 contains 21001 members 
Mstep: Class 50 contains 3408 members 
Mstep: Class 51 contains 3825 members 
Mstep: Class 52 contains 11038 members 
Mstep: Class 53 contains 1058 members 
Mstep: Class 54 contains 2583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122575760.000000 Penalty: 182045.718750
Iteration 135Q: 55 clusters Score -1.225758e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 33356 members 
Mstep: Class 3 contains 115611 members 
Mstep: Class 4 contains 26234 members 
Mstep: Class 5 contains 6970 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5861 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15893 members 
Mstep: Class 11 contains 5578 members 
Mstep: Class 12 contains 4036 members 
Mstep: Class 13 contains 30923 members 
Mstep: Class 14 contains 5843 members 
Mstep: Class 15 contains 11600 members 
Mstep: Class 16 contains 78699 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7201 members 
Mstep: Class 19 contains 32320 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 7351 members 
Mstep: Class 22 contains 98042 members 
Mstep: Class 23 contains 6220 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8762 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16862 members 
Mstep: Class 30 contains 3011 members 
Mstep: Class 31 contains 55220 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10551 members 
Mstep: Class 34 contains 19230 members 
Mstep: Class 35 contains 2952 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18211 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 966 members 
Mstep: Class 40 contains 10615 members 
Mstep: Class 41 contains 2708 members 
Mstep: Class 42 contains 3739 members 
Mstep: Class 43 contains 7918 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16623 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 40045 members 
Mstep: Class 48 contains 3500 members 
Mstep: Class 49 contains 21008 members 
Mstep: Class 50 contains 3446 members 
Mstep: Class 51 contains 3829 members 
Mstep: Class 52 contains 11097 members 
Mstep: Class 53 contains 1042 members 
Mstep: Class 54 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122575848.000000 Penalty: 182045.718750
Iteration 136Q: 55 clusters Score -1.225758e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33344 members 
Mstep: Class 3 contains 115404 members 
Mstep: Class 4 contains 26233 members 
Mstep: Class 5 contains 6974 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5843 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15902 members 
Mstep: Class 11 contains 5588 members 
Mstep: Class 12 contains 4035 members 
Mstep: Class 13 contains 30891 members 
Mstep: Class 14 contains 5845 members 
Mstep: Class 15 contains 11586 members 
Mstep: Class 16 contains 78903 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7197 members 
Mstep: Class 19 contains 32297 members 
Mstep: Class 20 contains 4239 members 
Mstep: Class 21 contains 7355 members 
Mstep: Class 22 contains 97977 members 
Mstep: Class 23 contains 6220 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8757 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16843 members 
Mstep: Class 30 contains 3011 members 
Mstep: Class 31 contains 55143 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10557 members 
Mstep: Class 34 contains 19288 members 
Mstep: Class 35 contains 2952 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18208 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 966 members 
Mstep: Class 40 contains 10638 members 
Mstep: Class 41 contains 2719 members 
Mstep: Class 42 contains 3733 members 
Mstep: Class 43 contains 7993 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16627 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 40011 members 
Mstep: Class 48 contains 3492 members 
Mstep: Class 49 contains 21027 members 
Mstep: Class 50 contains 3467 members 
Mstep: Class 51 contains 3830 members 
Mstep: Class 52 contains 11159 members 
Mstep: Class 53 contains 1032 members 
Mstep: Class 54 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122576072.000000 Penalty: 182045.718750
Iteration 137Q: 55 clusters Score -1.225761e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33331 members 
Mstep: Class 3 contains 115186 members 
Mstep: Class 4 contains 26232 members 
Mstep: Class 5 contains 6978 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15904 members 
Mstep: Class 11 contains 5586 members 
Mstep: Class 12 contains 4033 members 
Mstep: Class 13 contains 30852 members 
Mstep: Class 14 contains 5849 members 
Mstep: Class 15 contains 11576 members 
Mstep: Class 16 contains 79100 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7193 members 
Mstep: Class 19 contains 32294 members 
Mstep: Class 20 contains 4251 members 
Mstep: Class 21 contains 7353 members 
Mstep: Class 22 contains 97932 members 
Mstep: Class 23 contains 6220 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8759 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16830 members 
Mstep: Class 30 contains 3010 members 
Mstep: Class 31 contains 55088 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10557 members 
Mstep: Class 34 contains 19330 members 
Mstep: Class 35 contains 2953 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18207 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 966 members 
Mstep: Class 40 contains 10662 members 
Mstep: Class 41 contains 2729 members 
Mstep: Class 42 contains 3727 members 
Mstep: Class 43 contains 8061 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16642 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39981 members 
Mstep: Class 48 contains 3487 members 
Mstep: Class 49 contains 21035 members 
Mstep: Class 50 contains 3479 members 
Mstep: Class 51 contains 3831 members 
Mstep: Class 52 contains 11216 members 
Mstep: Class 53 contains 1021 members 
Mstep: Class 54 contains 2627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122576248.000000 Penalty: 182045.718750
Iteration 138Q: 55 clusters Score -1.225762e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33318 members 
Mstep: Class 3 contains 114983 members 
Mstep: Class 4 contains 26228 members 
Mstep: Class 5 contains 6978 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5819 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15907 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 4032 members 
Mstep: Class 13 contains 30820 members 
Mstep: Class 14 contains 5857 members 
Mstep: Class 15 contains 11543 members 
Mstep: Class 16 contains 79285 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7189 members 
Mstep: Class 19 contains 32295 members 
Mstep: Class 20 contains 4256 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 97899 members 
Mstep: Class 23 contains 6220 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6281 members 
Mstep: Class 26 contains 8764 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16815 members 
Mstep: Class 30 contains 3009 members 
Mstep: Class 31 contains 55050 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10560 members 
Mstep: Class 34 contains 19358 members 
Mstep: Class 35 contains 2954 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18206 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 967 members 
Mstep: Class 40 contains 10689 members 
Mstep: Class 41 contains 2742 members 
Mstep: Class 42 contains 3720 members 
Mstep: Class 43 contains 8128 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16649 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39956 members 
Mstep: Class 48 contains 3487 members 
Mstep: Class 49 contains 21039 members 
Mstep: Class 50 contains 3497 members 
Mstep: Class 51 contains 3833 members 
Mstep: Class 52 contains 11264 members 
Mstep: Class 53 contains 1007 members 
Mstep: Class 54 contains 2640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122576496.000000 Penalty: 182045.718750
Iteration 139Q: 55 clusters Score -1.225765e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33313 members 
Mstep: Class 3 contains 114819 members 
Mstep: Class 4 contains 26223 members 
Mstep: Class 5 contains 6976 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5817 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15911 members 
Mstep: Class 11 contains 5581 members 
Mstep: Class 12 contains 4034 members 
Mstep: Class 13 contains 30785 members 
Mstep: Class 14 contains 5860 members 
Mstep: Class 15 contains 11528 members 
Mstep: Class 16 contains 79447 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7188 members 
Mstep: Class 19 contains 32278 members 
Mstep: Class 20 contains 4265 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 97868 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6281 members 
Mstep: Class 26 contains 8765 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16811 members 
Mstep: Class 30 contains 3008 members 
Mstep: Class 31 contains 55015 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10558 members 
Mstep: Class 34 contains 19369 members 
Mstep: Class 35 contains 2952 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18208 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 967 members 
Mstep: Class 40 contains 10712 members 
Mstep: Class 41 contains 2753 members 
Mstep: Class 42 contains 3717 members 
Mstep: Class 43 contains 8180 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16658 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39925 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21039 members 
Mstep: Class 50 contains 3507 members 
Mstep: Class 51 contains 3837 members 
Mstep: Class 52 contains 11309 members 
Mstep: Class 53 contains 996 members 
Mstep: Class 54 contains 2666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122576512.000000 Penalty: 182045.718750
Iteration 140F: 55 clusters Score -1.225765e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33316 members 
Mstep: Class 3 contains 114668 members 
Mstep: Class 4 contains 26219 members 
Mstep: Class 5 contains 6976 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15915 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 4031 members 
Mstep: Class 13 contains 30748 members 
Mstep: Class 14 contains 5866 members 
Mstep: Class 15 contains 11505 members 
Mstep: Class 16 contains 79605 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7187 members 
Mstep: Class 19 contains 32267 members 
Mstep: Class 20 contains 4275 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 97840 members 
Mstep: Class 23 contains 6221 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6281 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16805 members 
Mstep: Class 30 contains 3007 members 
Mstep: Class 31 contains 54979 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10559 members 
Mstep: Class 34 contains 19383 members 
Mstep: Class 35 contains 2952 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18209 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 967 members 
Mstep: Class 40 contains 10736 members 
Mstep: Class 41 contains 2762 members 
Mstep: Class 42 contains 3716 members 
Mstep: Class 43 contains 8235 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16667 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39902 members 
Mstep: Class 48 contains 3487 members 
Mstep: Class 49 contains 21025 members 
Mstep: Class 50 contains 3518 members 
Mstep: Class 51 contains 3834 members 
Mstep: Class 52 contains 11347 members 
Mstep: Class 53 contains 988 members 
Mstep: Class 54 contains 2677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122576416.000000 Penalty: 182045.718750
Iteration 141Q: 55 clusters Score -1.225764e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33309 members 
Mstep: Class 3 contains 114533 members 
Mstep: Class 4 contains 26216 members 
Mstep: Class 5 contains 6973 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5809 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15918 members 
Mstep: Class 11 contains 5579 members 
Mstep: Class 12 contains 4027 members 
Mstep: Class 13 contains 30721 members 
Mstep: Class 14 contains 5871 members 
Mstep: Class 15 contains 11486 members 
Mstep: Class 16 contains 79754 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7182 members 
Mstep: Class 19 contains 32246 members 
Mstep: Class 20 contains 4285 members 
Mstep: Class 21 contains 7348 members 
Mstep: Class 22 contains 97816 members 
Mstep: Class 23 contains 6221 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6281 members 
Mstep: Class 26 contains 8759 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16799 members 
Mstep: Class 30 contains 3007 members 
Mstep: Class 31 contains 54951 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10563 members 
Mstep: Class 34 contains 19392 members 
Mstep: Class 35 contains 2950 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 18208 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 966 members 
Mstep: Class 40 contains 10749 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3712 members 
Mstep: Class 43 contains 8296 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16673 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39880 members 
Mstep: Class 48 contains 3490 members 
Mstep: Class 49 contains 21026 members 
Mstep: Class 50 contains 3529 members 
Mstep: Class 51 contains 3835 members 
Mstep: Class 52 contains 11378 members 
Mstep: Class 53 contains 985 members 
Mstep: Class 54 contains 2691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122576896.000000 Penalty: 182045.718750
Iteration 142Q: 55 clusters Score -1.225769e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33301 members 
Mstep: Class 3 contains 114398 members 
Mstep: Class 4 contains 26211 members 
Mstep: Class 5 contains 6975 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5808 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15920 members 
Mstep: Class 11 contains 5579 members 
Mstep: Class 12 contains 4026 members 
Mstep: Class 13 contains 30696 members 
Mstep: Class 14 contains 5874 members 
Mstep: Class 15 contains 11460 members 
Mstep: Class 16 contains 79896 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7180 members 
Mstep: Class 19 contains 32247 members 
Mstep: Class 20 contains 4292 members 
Mstep: Class 21 contains 7344 members 
Mstep: Class 22 contains 97790 members 
Mstep: Class 23 contains 6222 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16790 members 
Mstep: Class 30 contains 3007 members 
Mstep: Class 31 contains 54909 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10566 members 
Mstep: Class 34 contains 19403 members 
Mstep: Class 35 contains 2948 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18203 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 966 members 
Mstep: Class 40 contains 10762 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 8340 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16682 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39858 members 
Mstep: Class 48 contains 3489 members 
Mstep: Class 49 contains 21047 members 
Mstep: Class 50 contains 3546 members 
Mstep: Class 51 contains 3839 members 
Mstep: Class 52 contains 11407 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122576936.000000 Penalty: 182045.718750
Iteration 143Q: 55 clusters Score -1.225769e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33293 members 
Mstep: Class 3 contains 114262 members 
Mstep: Class 4 contains 26209 members 
Mstep: Class 5 contains 6977 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5807 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15922 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 4025 members 
Mstep: Class 13 contains 30671 members 
Mstep: Class 14 contains 5875 members 
Mstep: Class 15 contains 11441 members 
Mstep: Class 16 contains 80019 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7179 members 
Mstep: Class 19 contains 32245 members 
Mstep: Class 20 contains 4298 members 
Mstep: Class 21 contains 7344 members 
Mstep: Class 22 contains 97776 members 
Mstep: Class 23 contains 6222 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8759 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16784 members 
Mstep: Class 30 contains 3007 members 
Mstep: Class 31 contains 54882 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10572 members 
Mstep: Class 34 contains 19402 members 
Mstep: Class 35 contains 2948 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18205 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 965 members 
Mstep: Class 40 contains 10773 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3711 members 
Mstep: Class 43 contains 8387 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16686 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39837 members 
Mstep: Class 48 contains 3490 members 
Mstep: Class 49 contains 21066 members 
Mstep: Class 50 contains 3558 members 
Mstep: Class 51 contains 3839 members 
Mstep: Class 52 contains 11436 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577176.000000 Penalty: 182045.718750
Iteration 144Q: 55 clusters Score -1.225772e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33277 members 
Mstep: Class 3 contains 114135 members 
Mstep: Class 4 contains 26205 members 
Mstep: Class 5 contains 6976 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5806 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15926 members 
Mstep: Class 11 contains 5579 members 
Mstep: Class 12 contains 4024 members 
Mstep: Class 13 contains 30658 members 
Mstep: Class 14 contains 5877 members 
Mstep: Class 15 contains 11426 members 
Mstep: Class 16 contains 80136 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7179 members 
Mstep: Class 19 contains 32227 members 
Mstep: Class 20 contains 4301 members 
Mstep: Class 21 contains 7345 members 
Mstep: Class 22 contains 97758 members 
Mstep: Class 23 contains 6222 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8759 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16777 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 54848 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10571 members 
Mstep: Class 34 contains 19409 members 
Mstep: Class 35 contains 2949 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18208 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 965 members 
Mstep: Class 40 contains 10790 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3712 members 
Mstep: Class 43 contains 8427 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16686 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39821 members 
Mstep: Class 48 contains 3490 members 
Mstep: Class 49 contains 21087 members 
Mstep: Class 50 contains 3563 members 
Mstep: Class 51 contains 3844 members 
Mstep: Class 52 contains 11474 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577448.000000 Penalty: 182045.718750
Iteration 145Q: 55 clusters Score -1.225774e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33280 members 
Mstep: Class 3 contains 114014 members 
Mstep: Class 4 contains 26203 members 
Mstep: Class 5 contains 6982 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5805 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15926 members 
Mstep: Class 11 contains 5577 members 
Mstep: Class 12 contains 4025 members 
Mstep: Class 13 contains 30640 members 
Mstep: Class 14 contains 5879 members 
Mstep: Class 15 contains 11403 members 
Mstep: Class 16 contains 80247 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7179 members 
Mstep: Class 19 contains 32230 members 
Mstep: Class 20 contains 4303 members 
Mstep: Class 21 contains 7344 members 
Mstep: Class 22 contains 97742 members 
Mstep: Class 23 contains 6221 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8760 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16775 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 54814 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10571 members 
Mstep: Class 34 contains 19424 members 
Mstep: Class 35 contains 2948 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18207 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 965 members 
Mstep: Class 40 contains 10804 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3711 members 
Mstep: Class 43 contains 8450 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16693 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39799 members 
Mstep: Class 48 contains 3492 members 
Mstep: Class 49 contains 21103 members 
Mstep: Class 50 contains 3569 members 
Mstep: Class 51 contains 3844 members 
Mstep: Class 52 contains 11502 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577472.000000 Penalty: 182045.718750
Iteration 146Q: 55 clusters Score -1.225775e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33282 members 
Mstep: Class 3 contains 113900 members 
Mstep: Class 4 contains 26202 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5805 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15930 members 
Mstep: Class 11 contains 5573 members 
Mstep: Class 12 contains 4022 members 
Mstep: Class 13 contains 30633 members 
Mstep: Class 14 contains 5885 members 
Mstep: Class 15 contains 11391 members 
Mstep: Class 16 contains 80349 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7179 members 
Mstep: Class 19 contains 32223 members 
Mstep: Class 20 contains 4303 members 
Mstep: Class 21 contains 7344 members 
Mstep: Class 22 contains 97733 members 
Mstep: Class 23 contains 6220 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8759 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16770 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 54780 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10570 members 
Mstep: Class 34 contains 19433 members 
Mstep: Class 35 contains 2949 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18208 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 965 members 
Mstep: Class 40 contains 10815 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 8479 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16695 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39784 members 
Mstep: Class 48 contains 3493 members 
Mstep: Class 49 contains 21117 members 
Mstep: Class 50 contains 3571 members 
Mstep: Class 51 contains 3845 members 
Mstep: Class 52 contains 11526 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577408.000000 Penalty: 182045.718750
Iteration 147Q: 55 clusters Score -1.225774e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33279 members 
Mstep: Class 3 contains 113809 members 
Mstep: Class 4 contains 26201 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5805 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15930 members 
Mstep: Class 11 contains 5573 members 
Mstep: Class 12 contains 4022 members 
Mstep: Class 13 contains 30632 members 
Mstep: Class 14 contains 5884 members 
Mstep: Class 15 contains 11384 members 
Mstep: Class 16 contains 80435 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7179 members 
Mstep: Class 19 contains 32224 members 
Mstep: Class 20 contains 4303 members 
Mstep: Class 21 contains 7345 members 
Mstep: Class 22 contains 97724 members 
Mstep: Class 23 contains 6220 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8760 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16764 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 54757 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10570 members 
Mstep: Class 34 contains 19433 members 
Mstep: Class 35 contains 2950 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18209 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 965 members 
Mstep: Class 40 contains 10824 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8502 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16694 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39771 members 
Mstep: Class 48 contains 3493 members 
Mstep: Class 49 contains 21129 members 
Mstep: Class 50 contains 3573 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 11544 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577328.000000 Penalty: 182045.718750
Iteration 148Q: 55 clusters Score -1.225773e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33280 members 
Mstep: Class 3 contains 113738 members 
Mstep: Class 4 contains 26198 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5805 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15932 members 
Mstep: Class 11 contains 5570 members 
Mstep: Class 12 contains 4021 members 
Mstep: Class 13 contains 30626 members 
Mstep: Class 14 contains 5886 members 
Mstep: Class 15 contains 11370 members 
Mstep: Class 16 contains 80494 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7177 members 
Mstep: Class 19 contains 32238 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 7346 members 
Mstep: Class 22 contains 97720 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8763 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16764 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 54740 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10574 members 
Mstep: Class 34 contains 19432 members 
Mstep: Class 35 contains 2951 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18211 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 965 members 
Mstep: Class 40 contains 10833 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8528 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16691 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39754 members 
Mstep: Class 48 contains 3490 members 
Mstep: Class 49 contains 21128 members 
Mstep: Class 50 contains 3576 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 11559 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577328.000000 Penalty: 182045.718750
Iteration 149Q: 55 clusters Score -1.225773e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33280 members 
Mstep: Class 3 contains 113665 members 
Mstep: Class 4 contains 26196 members 
Mstep: Class 5 contains 6988 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5804 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15933 members 
Mstep: Class 11 contains 5569 members 
Mstep: Class 12 contains 4022 members 
Mstep: Class 13 contains 30620 members 
Mstep: Class 14 contains 5887 members 
Mstep: Class 15 contains 11357 members 
Mstep: Class 16 contains 80561 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32245 members 
Mstep: Class 20 contains 4305 members 
Mstep: Class 21 contains 7346 members 
Mstep: Class 22 contains 97715 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8765 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16763 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 54722 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10575 members 
Mstep: Class 34 contains 19436 members 
Mstep: Class 35 contains 2952 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18212 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 965 members 
Mstep: Class 40 contains 10838 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3706 members 
Mstep: Class 43 contains 8548 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16692 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39741 members 
Mstep: Class 48 contains 3489 members 
Mstep: Class 49 contains 21134 members 
Mstep: Class 50 contains 3580 members 
Mstep: Class 51 contains 3846 members 
Mstep: Class 52 contains 11571 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577272.000000 Penalty: 182045.718750
Iteration 150Q: 55 clusters Score -1.225773e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33276 members 
Mstep: Class 3 contains 113592 members 
Mstep: Class 4 contains 26194 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5804 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15936 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 4022 members 
Mstep: Class 13 contains 30606 members 
Mstep: Class 14 contains 5888 members 
Mstep: Class 15 contains 11349 members 
Mstep: Class 16 contains 80628 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7173 members 
Mstep: Class 19 contains 32253 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 7348 members 
Mstep: Class 22 contains 97712 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8767 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16761 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 54697 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10578 members 
Mstep: Class 34 contains 19436 members 
Mstep: Class 35 contains 2952 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18213 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 965 members 
Mstep: Class 40 contains 10846 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8571 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16694 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39735 members 
Mstep: Class 48 contains 3486 members 
Mstep: Class 49 contains 21144 members 
Mstep: Class 50 contains 3581 members 
Mstep: Class 51 contains 3847 members 
Mstep: Class 52 contains 11582 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577216.000000 Penalty: 182045.718750
Iteration 151Q: 55 clusters Score -1.225772e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33268 members 
Mstep: Class 3 contains 113528 members 
Mstep: Class 4 contains 26191 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5804 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15937 members 
Mstep: Class 11 contains 5566 members 
Mstep: Class 12 contains 4022 members 
Mstep: Class 13 contains 30596 members 
Mstep: Class 14 contains 5890 members 
Mstep: Class 15 contains 11341 members 
Mstep: Class 16 contains 80698 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7173 members 
Mstep: Class 19 contains 32246 members 
Mstep: Class 20 contains 4310 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 97707 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8768 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16762 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 54684 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10581 members 
Mstep: Class 34 contains 19436 members 
Mstep: Class 35 contains 2952 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18215 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 967 members 
Mstep: Class 40 contains 10852 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3706 members 
Mstep: Class 43 contains 8587 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16694 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39728 members 
Mstep: Class 48 contains 3483 members 
Mstep: Class 49 contains 21152 members 
Mstep: Class 50 contains 3583 members 
Mstep: Class 51 contains 3847 members 
Mstep: Class 52 contains 11591 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577032.000000 Penalty: 182045.718750
Iteration 152Q: 55 clusters Score -1.22577e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33262 members 
Mstep: Class 3 contains 113459 members 
Mstep: Class 4 contains 26191 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5803 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15942 members 
Mstep: Class 11 contains 5564 members 
Mstep: Class 12 contains 4022 members 
Mstep: Class 13 contains 30586 members 
Mstep: Class 14 contains 5889 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 80761 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7173 members 
Mstep: Class 19 contains 32247 members 
Mstep: Class 20 contains 4315 members 
Mstep: Class 21 contains 7351 members 
Mstep: Class 22 contains 97701 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8769 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16760 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 54668 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10583 members 
Mstep: Class 34 contains 19430 members 
Mstep: Class 35 contains 2953 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18218 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 10857 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8606 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16692 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39726 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21158 members 
Mstep: Class 50 contains 3584 members 
Mstep: Class 51 contains 3847 members 
Mstep: Class 52 contains 11602 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577232.000000 Penalty: 182045.718750
Iteration 153Q: 55 clusters Score -1.225772e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33258 members 
Mstep: Class 3 contains 113378 members 
Mstep: Class 4 contains 26193 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15943 members 
Mstep: Class 11 contains 5568 members 
Mstep: Class 12 contains 4022 members 
Mstep: Class 13 contains 30573 members 
Mstep: Class 14 contains 5891 members 
Mstep: Class 15 contains 11337 members 
Mstep: Class 16 contains 80832 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7173 members 
Mstep: Class 19 contains 32256 members 
Mstep: Class 20 contains 4321 members 
Mstep: Class 21 contains 7352 members 
Mstep: Class 22 contains 97692 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8769 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16757 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 54651 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10584 members 
Mstep: Class 34 contains 19434 members 
Mstep: Class 35 contains 2954 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18219 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 10865 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3706 members 
Mstep: Class 43 contains 8611 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16697 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39721 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21158 members 
Mstep: Class 50 contains 3584 members 
Mstep: Class 51 contains 3847 members 
Mstep: Class 52 contains 11616 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577320.000000 Penalty: 182045.718750
Iteration 154Q: 55 clusters Score -1.225773e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33252 members 
Mstep: Class 3 contains 113302 members 
Mstep: Class 4 contains 26196 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15943 members 
Mstep: Class 11 contains 5570 members 
Mstep: Class 12 contains 4022 members 
Mstep: Class 13 contains 30563 members 
Mstep: Class 14 contains 5892 members 
Mstep: Class 15 contains 11332 members 
Mstep: Class 16 contains 80900 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7173 members 
Mstep: Class 19 contains 32256 members 
Mstep: Class 20 contains 4326 members 
Mstep: Class 21 contains 7353 members 
Mstep: Class 22 contains 97682 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8769 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16754 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 54642 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10586 members 
Mstep: Class 34 contains 19439 members 
Mstep: Class 35 contains 2955 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18218 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 10873 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3705 members 
Mstep: Class 43 contains 8624 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16701 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39716 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21160 members 
Mstep: Class 50 contains 3587 members 
Mstep: Class 51 contains 3847 members 
Mstep: Class 52 contains 11624 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577384.000000 Penalty: 182045.718750
Iteration 155Q: 55 clusters Score -1.225774e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33245 members 
Mstep: Class 3 contains 113226 members 
Mstep: Class 4 contains 26199 members 
Mstep: Class 5 contains 6984 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15945 members 
Mstep: Class 11 contains 5566 members 
Mstep: Class 12 contains 4020 members 
Mstep: Class 13 contains 30554 members 
Mstep: Class 14 contains 5892 members 
Mstep: Class 15 contains 11328 members 
Mstep: Class 16 contains 80971 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7173 members 
Mstep: Class 19 contains 32257 members 
Mstep: Class 20 contains 4330 members 
Mstep: Class 21 contains 7354 members 
Mstep: Class 22 contains 97670 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8769 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16753 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 54638 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10586 members 
Mstep: Class 34 contains 19444 members 
Mstep: Class 35 contains 2956 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18220 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 967 members 
Mstep: Class 40 contains 10883 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3704 members 
Mstep: Class 43 contains 8644 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16699 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39713 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21157 members 
Mstep: Class 50 contains 3590 members 
Mstep: Class 51 contains 3847 members 
Mstep: Class 52 contains 11631 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577416.000000 Penalty: 182045.718750
Iteration 156Q: 55 clusters Score -1.225774e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33235 members 
Mstep: Class 3 contains 113150 members 
Mstep: Class 4 contains 26200 members 
Mstep: Class 5 contains 6984 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15945 members 
Mstep: Class 11 contains 5572 members 
Mstep: Class 12 contains 4017 members 
Mstep: Class 13 contains 30539 members 
Mstep: Class 14 contains 5895 members 
Mstep: Class 15 contains 11321 members 
Mstep: Class 16 contains 81053 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7173 members 
Mstep: Class 19 contains 32256 members 
Mstep: Class 20 contains 4333 members 
Mstep: Class 21 contains 7354 members 
Mstep: Class 22 contains 97669 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8769 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16755 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 54630 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10586 members 
Mstep: Class 34 contains 19449 members 
Mstep: Class 35 contains 2957 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18218 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 969 members 
Mstep: Class 40 contains 10895 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3704 members 
Mstep: Class 43 contains 8652 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16699 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39707 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21159 members 
Mstep: Class 50 contains 3590 members 
Mstep: Class 51 contains 3847 members 
Mstep: Class 52 contains 11633 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577440.000000 Penalty: 182045.718750
Iteration 157Q: 55 clusters Score -1.225774e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33234 members 
Mstep: Class 3 contains 113070 members 
Mstep: Class 4 contains 26202 members 
Mstep: Class 5 contains 6983 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15946 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 4018 members 
Mstep: Class 13 contains 30524 members 
Mstep: Class 14 contains 5896 members 
Mstep: Class 15 contains 11316 members 
Mstep: Class 16 contains 81124 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7173 members 
Mstep: Class 19 contains 32262 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 7357 members 
Mstep: Class 22 contains 97669 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8768 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16754 members 
Mstep: Class 30 contains 3006 members 
Mstep: Class 31 contains 54620 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10587 members 
Mstep: Class 34 contains 19457 members 
Mstep: Class 35 contains 2959 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18218 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 971 members 
Mstep: Class 40 contains 10909 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3704 members 
Mstep: Class 43 contains 8662 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16697 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39701 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21159 members 
Mstep: Class 50 contains 3593 members 
Mstep: Class 51 contains 3847 members 
Mstep: Class 52 contains 11633 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577552.000000 Penalty: 182045.718750
Iteration 158Q: 55 clusters Score -1.225776e+08 nChanged 194
Entering ConstructFrom: 
Score: -122577552.000000 Penalty: 182045.718750
Entering ConstructFrom: 
Trying to split cluster 1 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -51290.609375 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -51290.61 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 176 members 
Entering Unmasked Estep 
Score: -50082.632812 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -50082.63 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50351.355469 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -50351.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50551.417969 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -50551.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50702.648438 Penalty: 2938.430908
	Iteration 3F: 3 clusters Score -50702.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50750.812500 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -50750.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50776.660156 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -50776.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50800.816406 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -50800.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50875.058594 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -50875.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50880.015625 Penalty: 2938.430908
	Iteration 8Q: 3 clusters Score -50880.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50883.316406 Penalty: 2938.430908
	Iteration 9Q: 3 clusters Score -50883.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50883.316406 Penalty: 2938.430908
	Iteration 10F: 3 clusters Score -50883.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Entering Unmasked Estep 
Score: -5227014.500000 Penalty: 2582.024658
	Iteration 0F: 2 clusters Score -5227014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -5204231.500000 Penalty: 5164.049316
	Iteration 0F: 3 clusters Score -5204232 nChanged 15152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -5213049.500000 Penalty: 5164.049316
	Iteration 1F: 3 clusters Score -5213050 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -5214048.500000 Penalty: 5164.049316
	Iteration 2F: 3 clusters Score -5214048 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -5215264.500000 Penalty: 5164.049316
	Iteration 3F: 3 clusters Score -5215264 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -5216785.000000 Penalty: 5164.049316
	Iteration 4F: 3 clusters Score -5216785 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -5218307.000000 Penalty: 5164.049316
	Iteration 5F: 3 clusters Score -5218307 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -5219689.000000 Penalty: 5164.049316
	Iteration 6F: 3 clusters Score -5219689 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5220768.000000 Penalty: 5164.049316
	Iteration 7F: 3 clusters Score -5220768 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -5221611.500000 Penalty: 5164.049316
	Iteration 8Q: 3 clusters Score -5221612 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -5222352.000000 Penalty: 5164.049316
	Iteration 9Q: 3 clusters Score -5222352 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -5223037.500000 Penalty: 5164.049316
	Iteration 10Q: 3 clusters Score -5223038 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -5223607.000000 Penalty: 5164.049316
	Iteration 11Q: 3 clusters Score -5223607 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -5224145.000000 Penalty: 5164.049316
	Iteration 12Q: 3 clusters Score -5224145 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -5224578.500000 Penalty: 5164.049316
	Iteration 13Q: 3 clusters Score -5224578 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -5224950.500000 Penalty: 5164.049316
	Iteration 14Q: 3 clusters Score -5224950 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -5225256.500000 Penalty: 5164.049316
	Iteration 15Q: 3 clusters Score -5225256 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -5225459.000000 Penalty: 5164.049316
	Iteration 16Q: 3 clusters Score -5225459 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -5225652.500000 Penalty: 5164.049316
	Iteration 17Q: 3 clusters Score -5225652 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -5225788.500000 Penalty: 5164.049316
	Iteration 18Q: 3 clusters Score -5225788 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -5225902.500000 Penalty: 5164.049316
	Iteration 19Q: 3 clusters Score -5225902 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -5225990.500000 Penalty: 5164.049316
	Iteration 20F: 3 clusters Score -5225990 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -5226028.500000 Penalty: 5164.049316
	Iteration 21Q: 3 clusters Score -5226028 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -5226065.000000 Penalty: 5164.049316
	Iteration 22Q: 3 clusters Score -5226065 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -5226097.000000 Penalty: 5164.049316
	Iteration 23Q: 3 clusters Score -5226097 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -5226106.500000 Penalty: 5164.049316
	Iteration 24Q: 3 clusters Score -5226106 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -5226126.000000 Penalty: 5164.049316
	Iteration 25Q: 3 clusters Score -5226126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -5226127.500000 Penalty: 5164.049316
	Iteration 26Q: 3 clusters Score -5226128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -5226129.500000 Penalty: 5164.049316
	Iteration 27Q: 3 clusters Score -5226130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -5226139.000000 Penalty: 5164.049316
	Iteration 28Q: 3 clusters Score -5226139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -5226153.500000 Penalty: 5164.049316
	Iteration 29Q: 3 clusters Score -5226154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -5226153.500000 Penalty: 5164.049316
	Iteration 30Q: 3 clusters Score -5226154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -5226149.500000 Penalty: 5164.049316
	Iteration 31Q: 3 clusters Score -5226150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -5226169.000000 Penalty: 5164.049316
	Iteration 32Q: 3 clusters Score -5226169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -5226163.000000 Penalty: 5164.049316
	Iteration 33Q: 3 clusters Score -5226163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -5226169.500000 Penalty: 5164.049316
	Iteration 34Q: 3 clusters Score -5226170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -5226169.000000 Penalty: 5164.049316
	Iteration 35Q: 3 clusters Score -5226169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -5226167.000000 Penalty: 5164.049316
	Iteration 36Q: 3 clusters Score -5226167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -5226167.500000 Penalty: 5164.049316
	Iteration 37Q: 3 clusters Score -5226168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -5226167.500000 Penalty: 5164.049316
	Iteration 38Q: 3 clusters Score -5226168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -5226175.500000 Penalty: 5164.049316
	Iteration 39Q: 3 clusters Score -5226176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -5226179.000000 Penalty: 5164.049316
	Iteration 40F: 3 clusters Score -5226179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -5226176.500000 Penalty: 5164.049316
	Iteration 41Q: 3 clusters Score -5226176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -5226176.500000 Penalty: 5164.049316
	Iteration 42Q: 3 clusters Score -5226176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -5226176.500000 Penalty: 5164.049316
	Iteration 43F: 3 clusters Score -5226176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (113008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113008 members 
Entering Unmasked Estep 
Score: -17323748.000000 Penalty: 2885.532959
	Iteration 0F: 2 clusters Score -1.732375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -17249102.000000 Penalty: 5771.065918
	Iteration 0F: 3 clusters Score -1.72491e+07 nChanged 53617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -17280004.000000 Penalty: 5771.065918
	Iteration 1F: 3 clusters Score -1.728e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -17281202.000000 Penalty: 5771.065918
	Iteration 2Q: 3 clusters Score -1.72812e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -17282766.000000 Penalty: 5771.065918
	Iteration 3Q: 3 clusters Score -1.728277e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -17284620.000000 Penalty: 5771.065918
	Iteration 4Q: 3 clusters Score -1.728462e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -17287330.000000 Penalty: 5771.065918
	Iteration 5Q: 3 clusters Score -1.728733e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67515 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -17290800.000000 Penalty: 5771.065918
	Iteration 6F: 3 clusters Score -1.72908e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -17295260.000000 Penalty: 5771.065918
	Iteration 7F: 3 clusters Score -1.729526e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -17299978.000000 Penalty: 5771.065918
	Iteration 8F: 3 clusters Score -1.729998e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78570 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -17304416.000000 Penalty: 5771.065918
	Iteration 9F: 3 clusters Score -1.730442e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -17307896.000000 Penalty: 5771.065918
	Iteration 10Q: 3 clusters Score -1.73079e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -17310086.000000 Penalty: 5771.065918
	Iteration 11Q: 3 clusters Score -1.731009e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -17311478.000000 Penalty: 5771.065918
	Iteration 12Q: 3 clusters Score -1.731148e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88031 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -17312380.000000 Penalty: 5771.065918
	Iteration 13Q: 3 clusters Score -1.731238e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89867 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -17313106.000000 Penalty: 5771.065918
	Iteration 14Q: 3 clusters Score -1.731311e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91539 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -17313768.000000 Penalty: 5771.065918
	Iteration 15Q: 3 clusters Score -1.731377e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93192 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -17314338.000000 Penalty: 5771.065918
	Iteration 16Q: 3 clusters Score -1.731434e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94809 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -17315096.000000 Penalty: 5771.065918
	Iteration 17Q: 3 clusters Score -1.73151e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96386 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -17315802.000000 Penalty: 5771.065918
	Iteration 18Q: 3 clusters Score -1.73158e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97912 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -17316372.000000 Penalty: 5771.065918
	Iteration 19Q: 3 clusters Score -1.731637e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99394 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -17317060.000000 Penalty: 5771.065918
	Iteration 20F: 3 clusters Score -1.731706e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100826 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -17317658.000000 Penalty: 5771.065918
	Iteration 21Q: 3 clusters Score -1.731766e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102164 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -17318226.000000 Penalty: 5771.065918
	Iteration 22Q: 3 clusters Score -1.731823e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103425 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -17318798.000000 Penalty: 5771.065918
	Iteration 23Q: 3 clusters Score -1.73188e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104574 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -17319346.000000 Penalty: 5771.065918
	Iteration 24Q: 3 clusters Score -1.731935e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105591 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -17319730.000000 Penalty: 5771.065918
	Iteration 25Q: 3 clusters Score -1.731973e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106467 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -17320100.000000 Penalty: 5771.065918
	Iteration 26Q: 3 clusters Score -1.73201e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107218 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -17320400.000000 Penalty: 5771.065918
	Iteration 27Q: 3 clusters Score -1.73204e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107829 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -17320580.000000 Penalty: 5771.065918
	Iteration 28Q: 3 clusters Score -1.732058e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108336 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -17320698.000000 Penalty: 5771.065918
	Iteration 29Q: 3 clusters Score -1.73207e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108814 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -17320892.000000 Penalty: 5771.065918
	Iteration 30Q: 3 clusters Score -1.732089e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109252 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -17321060.000000 Penalty: 5771.065918
	Iteration 31Q: 3 clusters Score -1.732106e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109620 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -17321186.000000 Penalty: 5771.065918
	Iteration 32Q: 3 clusters Score -1.732119e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109937 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -17321224.000000 Penalty: 5771.065918
	Iteration 33Q: 3 clusters Score -1.732122e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110177 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -17321362.000000 Penalty: 5771.065918
	Iteration 34Q: 3 clusters Score -1.732136e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -17321378.000000 Penalty: 5771.065918
	Iteration 35Q: 3 clusters Score -1.732138e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110513 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -17321378.000000 Penalty: 5771.065918
	Iteration 36Q: 3 clusters Score -1.732138e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110648 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -17321468.000000 Penalty: 5771.065918
	Iteration 37Q: 3 clusters Score -1.732147e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110764 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -17321466.000000 Penalty: 5771.065918
	Iteration 38Q: 3 clusters Score -1.732147e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110855 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -17321540.000000 Penalty: 5771.065918
	Iteration 39Q: 3 clusters Score -1.732154e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110931 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -17321560.000000 Penalty: 5771.065918
	Iteration 40F: 3 clusters Score -1.732156e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110998 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -17321576.000000 Penalty: 5771.065918
	Iteration 41Q: 3 clusters Score -1.732158e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111060 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -17321600.000000 Penalty: 5771.065918
	Iteration 42Q: 3 clusters Score -1.73216e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111106 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -17321622.000000 Penalty: 5771.065918
	Iteration 43Q: 3 clusters Score -1.732162e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111152 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -17321662.000000 Penalty: 5771.065918
	Iteration 44Q: 3 clusters Score -1.732166e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111192 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -17321656.000000 Penalty: 5771.065918
	Iteration 45Q: 3 clusters Score -1.732166e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -17321662.000000 Penalty: 5771.065918
	Iteration 46Q: 3 clusters Score -1.732166e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111254 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -17321670.000000 Penalty: 5771.065918
	Iteration 47Q: 3 clusters Score -1.732167e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111299 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -17321692.000000 Penalty: 5771.065918
	Iteration 48Q: 3 clusters Score -1.732169e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111347 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -17321724.000000 Penalty: 5771.065918
	Iteration 49Q: 3 clusters Score -1.732172e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111390 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -17321724.000000 Penalty: 5771.065918
	Iteration 50Q: 3 clusters Score -1.732172e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111439 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -17321760.000000 Penalty: 5771.065918
	Iteration 51Q: 3 clusters Score -1.732176e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111484 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -17321766.000000 Penalty: 5771.065918
	Iteration 52Q: 3 clusters Score -1.732177e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111526 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -17321772.000000 Penalty: 5771.065918
	Iteration 53Q: 3 clusters Score -1.732177e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111552 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -17321772.000000 Penalty: 5771.065918
	Iteration 54Q: 3 clusters Score -1.732177e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111579 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -17321810.000000 Penalty: 5771.065918
	Iteration 55Q: 3 clusters Score -1.732181e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111605 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -17321822.000000 Penalty: 5771.065918
	Iteration 56Q: 3 clusters Score -1.732182e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111623 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -17321832.000000 Penalty: 5771.065918
	Iteration 57Q: 3 clusters Score -1.732183e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111637 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -17321834.000000 Penalty: 5771.065918
	Iteration 58Q: 3 clusters Score -1.732183e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111648 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -17321842.000000 Penalty: 5771.065918
	Iteration 59Q: 3 clusters Score -1.732184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111653 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -17321840.000000 Penalty: 5771.065918
	Iteration 60F: 3 clusters Score -1.732184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111659 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -17321840.000000 Penalty: 5771.065918
	Iteration 61Q: 3 clusters Score -1.732184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111663 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -17321844.000000 Penalty: 5771.065918
	Iteration 62Q: 3 clusters Score -1.732184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111669 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -17321846.000000 Penalty: 5771.065918
	Iteration 63Q: 3 clusters Score -1.732185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111677 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -17321868.000000 Penalty: 5771.065918
	Iteration 64Q: 3 clusters Score -1.732187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111686 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -17321866.000000 Penalty: 5771.065918
	Iteration 65Q: 3 clusters Score -1.732187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111694 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -17321886.000000 Penalty: 5771.065918
	Iteration 66Q: 3 clusters Score -1.732189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111703 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -17321878.000000 Penalty: 5771.065918
	Iteration 67Q: 3 clusters Score -1.732188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111712 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -17321882.000000 Penalty: 5771.065918
	Iteration 68Q: 3 clusters Score -1.732188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111725 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -17321884.000000 Penalty: 5771.065918
	Iteration 69Q: 3 clusters Score -1.732188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111732 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -17321902.000000 Penalty: 5771.065918
	Iteration 70Q: 3 clusters Score -1.73219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111737 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -17321906.000000 Penalty: 5771.065918
	Iteration 71Q: 3 clusters Score -1.732191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111741 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -17321908.000000 Penalty: 5771.065918
	Iteration 72Q: 3 clusters Score -1.732191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111744 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -17321890.000000 Penalty: 5771.065918
	Iteration 73Q: 3 clusters Score -1.732189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111747 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -17321896.000000 Penalty: 5771.065918
	Iteration 74Q: 3 clusters Score -1.73219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111749 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -17321890.000000 Penalty: 5771.065918
	Iteration 75Q: 3 clusters Score -1.732189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111750 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -17321894.000000 Penalty: 5771.065918
	Iteration 76Q: 3 clusters Score -1.732189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111750 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -17321894.000000 Penalty: 5771.065918
	Iteration 77F: 3 clusters Score -1.732189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Entering Unmasked Estep 
Score: -4254421.500000 Penalty: 2523.050537
	Iteration 0F: 2 clusters Score -4254422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -4236223.000000 Penalty: 5046.101074
	Iteration 0F: 3 clusters Score -4236223 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -4242548.000000 Penalty: 5046.101074
	Iteration 1F: 3 clusters Score -4242548 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -4242965.500000 Penalty: 5046.101074
	Iteration 2Q: 3 clusters Score -4242966 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -4243356.500000 Penalty: 5046.101074
	Iteration 3Q: 3 clusters Score -4243356 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -4243749.000000 Penalty: 5046.101074
	Iteration 4Q: 3 clusters Score -4243749 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -4244280.500000 Penalty: 5046.101074
	Iteration 5Q: 3 clusters Score -4244280 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -4244917.500000 Penalty: 5046.101074
	Iteration 6Q: 3 clusters Score -4244918 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -4245686.500000 Penalty: 5046.101074
	Iteration 7F: 3 clusters Score -4245686 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4246600.000000 Penalty: 5046.101074
	Iteration 8F: 3 clusters Score -4246600 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4247533.500000 Penalty: 5046.101074
	Iteration 9F: 3 clusters Score -4247534 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -4248373.500000 Penalty: 5046.101074
	Iteration 10F: 3 clusters Score -4248374 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -4249099.500000 Penalty: 5046.101074
	Iteration 11Q: 3 clusters Score -4249100 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -4249758.500000 Penalty: 5046.101074
	Iteration 12Q: 3 clusters Score -4249758 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -4250337.500000 Penalty: 5046.101074
	Iteration 13Q: 3 clusters Score -4250338 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -4250928.000000 Penalty: 5046.101074
	Iteration 14Q: 3 clusters Score -4250928 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -4251496.500000 Penalty: 5046.101074
	Iteration 15Q: 3 clusters Score -4251496 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -4251929.000000 Penalty: 5046.101074
	Iteration 16Q: 3 clusters Score -4251929 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -4252228.500000 Penalty: 5046.101074
	Iteration 17Q: 3 clusters Score -4252228 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -4252408.500000 Penalty: 5046.101074
	Iteration 18Q: 3 clusters Score -4252408 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -4252547.000000 Penalty: 5046.101074
	Iteration 19Q: 3 clusters Score -4252547 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -4252637.000000 Penalty: 5046.101074
	Iteration 20F: 3 clusters Score -4252637 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -4252684.500000 Penalty: 5046.101074
	Iteration 21Q: 3 clusters Score -4252684 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -4252708.000000 Penalty: 5046.101074
	Iteration 22Q: 3 clusters Score -4252708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -4252728.000000 Penalty: 5046.101074
	Iteration 23Q: 3 clusters Score -4252728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -4252747.500000 Penalty: 5046.101074
	Iteration 24Q: 3 clusters Score -4252748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -4252758.000000 Penalty: 5046.101074
	Iteration 25Q: 3 clusters Score -4252758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -4252769.500000 Penalty: 5046.101074
	Iteration 26Q: 3 clusters Score -4252770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -4252774.500000 Penalty: 5046.101074
	Iteration 27Q: 3 clusters Score -4252774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -4252781.000000 Penalty: 5046.101074
	Iteration 28Q: 3 clusters Score -4252781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4252786.500000 Penalty: 5046.101074
	Iteration 29Q: 3 clusters Score -4252786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -4252790.500000 Penalty: 5046.101074
	Iteration 30Q: 3 clusters Score -4252790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -4252800.000000 Penalty: 5046.101074
	Iteration 31Q: 3 clusters Score -4252800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -4252797.000000 Penalty: 5046.101074
	Iteration 32Q: 3 clusters Score -4252797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -4252807.500000 Penalty: 5046.101074
	Iteration 33Q: 3 clusters Score -4252808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -4252805.000000 Penalty: 5046.101074
	Iteration 34Q: 3 clusters Score -4252805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -4252814.500000 Penalty: 5046.101074
	Iteration 35Q: 3 clusters Score -4252814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -4252820.500000 Penalty: 5046.101074
	Iteration 36Q: 3 clusters Score -4252820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -4252822.000000 Penalty: 5046.101074
	Iteration 37Q: 3 clusters Score -4252822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -4252814.500000 Penalty: 5046.101074
	Iteration 38Q: 3 clusters Score -4252814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -4252823.000000 Penalty: 5046.101074
	Iteration 39Q: 3 clusters Score -4252823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -4252824.500000 Penalty: 5046.101074
	Iteration 40F: 3 clusters Score -4252824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -4252823.000000 Penalty: 5046.101074
	Iteration 41Q: 3 clusters Score -4252823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -4252823.000000 Penalty: 5046.101074
	Iteration 42F: 3 clusters Score -4252823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Entering Unmasked Estep 
Score: -1036311.062500 Penalty: 2195.070312
	Iteration 0F: 2 clusters Score -1036311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1030594.812500 Penalty: 4390.140625
	Iteration 0F: 3 clusters Score -1030595 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1032228.312500 Penalty: 4390.140625
	Iteration 1F: 3 clusters Score -1032228 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1032586.625000 Penalty: 4390.140625
	Iteration 2F: 3 clusters Score -1032587 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1032952.375000 Penalty: 4390.140625
	Iteration 3F: 3 clusters Score -1032952 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1033349.062500 Penalty: 4390.140625
	Iteration 4F: 3 clusters Score -1033349 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1033813.750000 Penalty: 4390.140625
	Iteration 5F: 3 clusters Score -1033814 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1034161.812500 Penalty: 4390.140625
	Iteration 6F: 3 clusters Score -1034162 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1034391.187500 Penalty: 4390.140625
	Iteration 7Q: 3 clusters Score -1034391 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1034554.750000 Penalty: 4390.140625
	Iteration 8Q: 3 clusters Score -1034555 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1034661.250000 Penalty: 4390.140625
	Iteration 9Q: 3 clusters Score -1034661 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1034753.500000 Penalty: 4390.140625
	Iteration 10Q: 3 clusters Score -1034754 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1034839.687500 Penalty: 4390.140625
	Iteration 11Q: 3 clusters Score -1034840 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1034937.625000 Penalty: 4390.140625
	Iteration 12Q: 3 clusters Score -1034938 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1035030.562500 Penalty: 4390.140625
	Iteration 13Q: 3 clusters Score -1035031 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1035118.812500 Penalty: 4390.140625
	Iteration 14Q: 3 clusters Score -1035119 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1035211.437500 Penalty: 4390.140625
	Iteration 15Q: 3 clusters Score -1035211 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1035303.375000 Penalty: 4390.140625
	Iteration 16Q: 3 clusters Score -1035303 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1035415.937500 Penalty: 4390.140625
	Iteration 17Q: 3 clusters Score -1035416 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1035517.375000 Penalty: 4390.140625
	Iteration 18Q: 3 clusters Score -1035517 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1035620.812500 Penalty: 4390.140625
	Iteration 19Q: 3 clusters Score -1035621 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1035744.312500 Penalty: 4390.140625
	Iteration 20F: 3 clusters Score -1035744 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1035887.500000 Penalty: 4390.140625
	Iteration 21Q: 3 clusters Score -1035888 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1036023.125000 Penalty: 4390.140625
	Iteration 22Q: 3 clusters Score -1036023 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1036139.812500 Penalty: 4390.140625
	Iteration 23Q: 3 clusters Score -1036140 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1036247.812500 Penalty: 4390.140625
	Iteration 24Q: 3 clusters Score -1036248 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1036372.000000 Penalty: 4390.140625
	Iteration 25Q: 3 clusters Score -1036372 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1036522.562500 Penalty: 4390.140625
	Iteration 26Q: 3 clusters Score -1036523 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1036655.625000 Penalty: 4390.140625
	Iteration 27Q: 3 clusters Score -1036656 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1036781.375000 Penalty: 4390.140625
	Iteration 28Q: 3 clusters Score -1036781 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1036878.375000 Penalty: 4390.140625
	Iteration 29Q: 3 clusters Score -1036878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1036944.812500 Penalty: 4390.140625
	Iteration 30Q: 3 clusters Score -1036945 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1036981.750000 Penalty: 4390.140625
	Iteration 31Q: 3 clusters Score -1036982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1037011.875000 Penalty: 4390.140625
	Iteration 32Q: 3 clusters Score -1037012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1037024.937500 Penalty: 4390.140625
	Iteration 33Q: 3 clusters Score -1037025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1037039.937500 Penalty: 4390.140625
	Iteration 34Q: 3 clusters Score -1037040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1037049.312500 Penalty: 4390.140625
	Iteration 35Q: 3 clusters Score -1037049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1037057.312500 Penalty: 4390.140625
	Iteration 36Q: 3 clusters Score -1037057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1037058.375000 Penalty: 4390.140625
	Iteration 37Q: 3 clusters Score -1037058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1037058.750000 Penalty: 4390.140625
	Iteration 38Q: 3 clusters Score -1037059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1037059.500000 Penalty: 4390.140625
	Iteration 39Q: 3 clusters Score -1037060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1037060.687500 Penalty: 4390.140625
	Iteration 40F: 3 clusters Score -1037061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1037061.500000 Penalty: 4390.140625
	Iteration 41Q: 3 clusters Score -1037062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1037061.750000 Penalty: 4390.140625
	Iteration 42Q: 3 clusters Score -1037062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1037062.312500 Penalty: 4390.140625
	Iteration 43Q: 3 clusters Score -1037062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1037062.312500 Penalty: 4390.140625
	Iteration 44F: 3 clusters Score -1037062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33236 members 
Mstep: Class 3 contains 113008 members 
Mstep: Class 4 contains 26202 members 
Mstep: Class 5 contains 1181 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15946 members 
Mstep: Class 11 contains 5566 members 
Mstep: Class 12 contains 4019 members 
Mstep: Class 13 contains 30517 members 
Mstep: Class 14 contains 5896 members 
Mstep: Class 15 contains 11315 members 
Mstep: Class 16 contains 81186 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7174 members 
Mstep: Class 19 contains 32251 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 7354 members 
Mstep: Class 22 contains 97665 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8767 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16751 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54613 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10588 members 
Mstep: Class 34 contains 19469 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18218 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 10918 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3705 members 
Mstep: Class 43 contains 8674 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16696 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39691 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21162 members 
Mstep: Class 50 contains 3595 members 
Mstep: Class 51 contains 3848 members 
Mstep: Class 52 contains 11636 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2726 members 
Mstep: Class 55 contains 5801 members 
Entering Unmasked Estep 
Score: -122577024.000000 Penalty: 185416.921875
Splitting cluster 5 changes total score from -122577552.000000 to -122577024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -91989.765625 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -91989.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -90354.828125 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -90354.83 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90540.914062 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -90540.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90612.617188 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -90612.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90663.906250 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -90663.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90699.226562 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -90699.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90726.296875 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -90726.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -90741.757812 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -90741.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -90760.328125 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -90760.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90764.929688 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -90764.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -90766.851562 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -90766.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90768.882812 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -90768.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90772.523438 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -90772.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -90776.570312 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -90776.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90778.914062 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -90778.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90778.914062 Penalty: 3198.649170
	Iteration 14F: 3 clusters Score -90778.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Entering Unmasked Estep 
Score: -568598.875000 Penalty: 2027.884644
	Iteration 0F: 2 clusters Score -568598.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -564983.000000 Penalty: 4055.769287
	Iteration 0F: 3 clusters Score -564983 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -565744.625000 Penalty: 4055.769287
	Iteration 1F: 3 clusters Score -565744.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -566003.937500 Penalty: 4055.769287
	Iteration 2F: 3 clusters Score -566003.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -566190.187500 Penalty: 4055.769287
	Iteration 3F: 3 clusters Score -566190.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -566387.937500 Penalty: 4055.769287
	Iteration 4F: 3 clusters Score -566387.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -566647.812500 Penalty: 4055.769287
	Iteration 5F: 3 clusters Score -566647.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -566931.937500 Penalty: 4055.769287
	Iteration 6F: 3 clusters Score -566931.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -567226.062500 Penalty: 4055.769287
	Iteration 7F: 3 clusters Score -567226.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -567518.812500 Penalty: 4055.769287
	Iteration 8F: 3 clusters Score -567518.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -567729.750000 Penalty: 4055.769287
	Iteration 9Q: 3 clusters Score -567729.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -567868.187500 Penalty: 4055.769287
	Iteration 10Q: 3 clusters Score -567868.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -567930.125000 Penalty: 4055.769287
	Iteration 11Q: 3 clusters Score -567930.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -567960.500000 Penalty: 4055.769287
	Iteration 12Q: 3 clusters Score -567960.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -567972.062500 Penalty: 4055.769287
	Iteration 13Q: 3 clusters Score -567972.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -567981.500000 Penalty: 4055.769287
	Iteration 14Q: 3 clusters Score -567981.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -567985.562500 Penalty: 4055.769287
	Iteration 15Q: 3 clusters Score -567985.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -567988.875000 Penalty: 4055.769287
	Iteration 16Q: 3 clusters Score -567988.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -567988.875000 Penalty: 4055.769287
	Iteration 17F: 3 clusters Score -567988.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -909978.312500 Penalty: 2149.157715
	Iteration 0F: 2 clusters Score -909978.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -904894.312500 Penalty: 4298.315430
	Iteration 0F: 3 clusters Score -904894.3 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -906108.375000 Penalty: 4298.315430
	Iteration 1F: 3 clusters Score -906108.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -906346.187500 Penalty: 4298.315430
	Iteration 2F: 3 clusters Score -906346.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -906509.375000 Penalty: 4298.315430
	Iteration 3Q: 3 clusters Score -906509.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -906660.500000 Penalty: 4298.315430
	Iteration 4Q: 3 clusters Score -906660.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -906785.125000 Penalty: 4298.315430
	Iteration 5Q: 3 clusters Score -906785.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -906900.937500 Penalty: 4298.315430
	Iteration 6Q: 3 clusters Score -906900.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -907010.187500 Penalty: 4298.315430
	Iteration 7Q: 3 clusters Score -907010.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -907129.687500 Penalty: 4298.315430
	Iteration 8Q: 3 clusters Score -907129.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -907236.625000 Penalty: 4298.315430
	Iteration 9Q: 3 clusters Score -907236.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -907329.312500 Penalty: 4298.315430
	Iteration 10Q: 3 clusters Score -907329.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -907408.562500 Penalty: 4298.315430
	Iteration 11Q: 3 clusters Score -907408.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -907479.187500 Penalty: 4298.315430
	Iteration 12Q: 3 clusters Score -907479.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -907538.625000 Penalty: 4298.315430
	Iteration 13Q: 3 clusters Score -907538.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -907588.250000 Penalty: 4298.315430
	Iteration 14Q: 3 clusters Score -907588.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -907623.625000 Penalty: 4298.315430
	Iteration 15Q: 3 clusters Score -907623.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -907652.687500 Penalty: 4298.315430
	Iteration 16Q: 3 clusters Score -907652.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -907677.937500 Penalty: 4298.315430
	Iteration 17Q: 3 clusters Score -907677.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -907702.125000 Penalty: 4298.315430
	Iteration 18Q: 3 clusters Score -907702.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -907719.000000 Penalty: 4298.315430
	Iteration 19Q: 3 clusters Score -907719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -907734.437500 Penalty: 4298.315430
	Iteration 20F: 3 clusters Score -907734.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -907747.125000 Penalty: 4298.315430
	Iteration 21Q: 3 clusters Score -907747.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -907760.437500 Penalty: 4298.315430
	Iteration 22Q: 3 clusters Score -907760.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -907785.500000 Penalty: 4298.315430
	Iteration 23Q: 3 clusters Score -907785.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -907805.000000 Penalty: 4298.315430
	Iteration 24Q: 3 clusters Score -907805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -907823.937500 Penalty: 4298.315430
	Iteration 25Q: 3 clusters Score -907823.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -907842.250000 Penalty: 4298.315430
	Iteration 26Q: 3 clusters Score -907842.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -907861.812500 Penalty: 4298.315430
	Iteration 27Q: 3 clusters Score -907861.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -907883.250000 Penalty: 4298.315430
	Iteration 28Q: 3 clusters Score -907883.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -907900.375000 Penalty: 4298.315430
	Iteration 29Q: 3 clusters Score -907900.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -907917.812500 Penalty: 4298.315430
	Iteration 30Q: 3 clusters Score -907917.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -907929.937500 Penalty: 4298.315430
	Iteration 31Q: 3 clusters Score -907929.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -907941.812500 Penalty: 4298.315430
	Iteration 32Q: 3 clusters Score -907941.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -907948.812500 Penalty: 4298.315430
	Iteration 33Q: 3 clusters Score -907948.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -907958.625000 Penalty: 4298.315430
	Iteration 34Q: 3 clusters Score -907958.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -907967.187500 Penalty: 4298.315430
	Iteration 35Q: 3 clusters Score -907967.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -907971.875000 Penalty: 4298.315430
	Iteration 36Q: 3 clusters Score -907971.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -907974.125000 Penalty: 4298.315430
	Iteration 37Q: 3 clusters Score -907974.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -907974.625000 Penalty: 4298.315430
	Iteration 38Q: 3 clusters Score -907974.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -907973.750000 Penalty: 4298.315430
	Iteration 39Q: 3 clusters Score -907973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -907977.125000 Penalty: 4298.315430
	Iteration 40F: 3 clusters Score -907977.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -907977.625000 Penalty: 4298.315430
	Iteration 41Q: 3 clusters Score -907977.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -907979.812500 Penalty: 4298.315430
	Iteration 42Q: 3 clusters Score -907979.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -907981.937500 Penalty: 4298.315430
	Iteration 43Q: 3 clusters Score -907981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -907983.750000 Penalty: 4298.315430
	Iteration 44Q: 3 clusters Score -907983.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -907988.812500 Penalty: 4298.315430
	Iteration 45Q: 3 clusters Score -907988.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -907992.625000 Penalty: 4298.315430
	Iteration 46Q: 3 clusters Score -907992.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -907999.625000 Penalty: 4298.315430
	Iteration 47Q: 3 clusters Score -907999.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -908005.562500 Penalty: 4298.315430
	Iteration 48Q: 3 clusters Score -908005.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -908010.437500 Penalty: 4298.315430
	Iteration 49Q: 3 clusters Score -908010.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -908015.125000 Penalty: 4298.315430
	Iteration 50Q: 3 clusters Score -908015.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -908021.812500 Penalty: 4298.315430
	Iteration 51Q: 3 clusters Score -908021.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -908029.312500 Penalty: 4298.315430
	Iteration 52Q: 3 clusters Score -908029.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -908035.312500 Penalty: 4298.315430
	Iteration 53Q: 3 clusters Score -908035.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -908040.937500 Penalty: 4298.315430
	Iteration 54Q: 3 clusters Score -908040.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -908046.875000 Penalty: 4298.315430
	Iteration 55Q: 3 clusters Score -908046.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -908050.437500 Penalty: 4298.315430
	Iteration 56Q: 3 clusters Score -908050.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -908055.812500 Penalty: 4298.315430
	Iteration 57Q: 3 clusters Score -908055.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -908058.937500 Penalty: 4298.315430
	Iteration 58Q: 3 clusters Score -908058.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -908065.812500 Penalty: 4298.315430
	Iteration 59Q: 3 clusters Score -908065.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -908070.062500 Penalty: 4298.315430
	Iteration 60F: 3 clusters Score -908070.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -908077.500000 Penalty: 4298.315430
	Iteration 61Q: 3 clusters Score -908077.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -908085.000000 Penalty: 4298.315430
	Iteration 62Q: 3 clusters Score -908085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -908090.187500 Penalty: 4298.315430
	Iteration 63Q: 3 clusters Score -908090.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -908095.375000 Penalty: 4298.315430
	Iteration 64Q: 3 clusters Score -908095.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -908099.062500 Penalty: 4298.315430
	Iteration 65Q: 3 clusters Score -908099.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -908103.125000 Penalty: 4298.315430
	Iteration 66Q: 3 clusters Score -908103.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -908107.437500 Penalty: 4298.315430
	Iteration 67Q: 3 clusters Score -908107.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -908111.062500 Penalty: 4298.315430
	Iteration 68Q: 3 clusters Score -908111.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -908115.812500 Penalty: 4298.315430
	Iteration 69Q: 3 clusters Score -908115.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -908119.062500 Penalty: 4298.315430
	Iteration 70Q: 3 clusters Score -908119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -908121.687500 Penalty: 4298.315430
	Iteration 71Q: 3 clusters Score -908121.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -908121.750000 Penalty: 4298.315430
	Iteration 72Q: 3 clusters Score -908121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -908124.500000 Penalty: 4298.315430
	Iteration 73Q: 3 clusters Score -908124.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -908126.750000 Penalty: 4298.315430
	Iteration 74Q: 3 clusters Score -908126.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -908129.250000 Penalty: 4298.315430
	Iteration 75Q: 3 clusters Score -908129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -908129.625000 Penalty: 4298.315430
	Iteration 76Q: 3 clusters Score -908129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -908130.937500 Penalty: 4298.315430
	Iteration 77Q: 3 clusters Score -908130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -908130.250000 Penalty: 4298.315430
	Iteration 78Q: 3 clusters Score -908130.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -908131.437500 Penalty: 4298.315430
	Iteration 79Q: 3 clusters Score -908131.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -908131.375000 Penalty: 4298.315430
	Iteration 80F: 3 clusters Score -908131.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -72348.179688 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -72348.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -70848.773438 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -70848.77 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71037.851562 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -71037.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -71098.281250 Penalty: 3073.436279
	Iteration 2Q: 3 clusters Score -71098.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -71131.460938 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -71131.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -71144.679688 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -71144.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -71148.007812 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -71148.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -71162.445312 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -71162.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -71165.289062 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -71165.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -71166.820312 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -71166.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -71166.820312 Penalty: 3073.436279
	Iteration 9F: 3 clusters Score -71166.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Entering Unmasked Estep 
Score: -2556810.500000 Penalty: 2399.886719
	Iteration 0F: 2 clusters Score -2556810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2545347.750000 Penalty: 4799.773438
	Iteration 0F: 3 clusters Score -2545348 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2549147.500000 Penalty: 4799.773438
	Iteration 1F: 3 clusters Score -2549148 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2549731.750000 Penalty: 4799.773438
	Iteration 2F: 3 clusters Score -2549732 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2550457.000000 Penalty: 4799.773438
	Iteration 3F: 3 clusters Score -2550457 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2551385.250000 Penalty: 4799.773438
	Iteration 4F: 3 clusters Score -2551385 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2552362.250000 Penalty: 4799.773438
	Iteration 5F: 3 clusters Score -2552362 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2553190.750000 Penalty: 4799.773438
	Iteration 6F: 3 clusters Score -2553191 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2553779.250000 Penalty: 4799.773438
	Iteration 7F: 3 clusters Score -2553779 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2554107.750000 Penalty: 4799.773438
	Iteration 8Q: 3 clusters Score -2554108 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2554289.250000 Penalty: 4799.773438
	Iteration 9Q: 3 clusters Score -2554289 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2554364.000000 Penalty: 4799.773438
	Iteration 10Q: 3 clusters Score -2554364 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2554410.000000 Penalty: 4799.773438
	Iteration 11Q: 3 clusters Score -2554410 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2554432.750000 Penalty: 4799.773438
	Iteration 12Q: 3 clusters Score -2554433 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2554446.000000 Penalty: 4799.773438
	Iteration 13Q: 3 clusters Score -2554446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2554464.250000 Penalty: 4799.773438
	Iteration 14Q: 3 clusters Score -2554464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2554464.750000 Penalty: 4799.773438
	Iteration 15Q: 3 clusters Score -2554465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2554465.000000 Penalty: 4799.773438
	Iteration 16Q: 3 clusters Score -2554465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2554465.750000 Penalty: 4799.773438
	Iteration 17Q: 3 clusters Score -2554466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2554465.250000 Penalty: 4799.773438
	Iteration 18Q: 3 clusters Score -2554465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2554457.500000 Penalty: 4799.773438
	Iteration 19Q: 3 clusters Score -2554458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2554458.250000 Penalty: 4799.773438
	Iteration 20F: 3 clusters Score -2554458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2554463.500000 Penalty: 4799.773438
	Iteration 21Q: 3 clusters Score -2554464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2554463.500000 Penalty: 4799.773438
	Iteration 22Q: 3 clusters Score -2554464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2554463.000000 Penalty: 4799.773438
	Iteration 23Q: 3 clusters Score -2554463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2554469.250000 Penalty: 4799.773438
	Iteration 24Q: 3 clusters Score -2554469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2554470.250000 Penalty: 4799.773438
	Iteration 25Q: 3 clusters Score -2554470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2554470.750000 Penalty: 4799.773438
	Iteration 26Q: 3 clusters Score -2554471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2554470.750000 Penalty: 4799.773438
	Iteration 27F: 3 clusters Score -2554471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Entering Unmasked Estep 
Score: -827909.937500 Penalty: 2138.859131
	Iteration 0F: 2 clusters Score -827909.9 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 2787 members 
Entering Unmasked Estep 
Score: -823014.812500 Penalty: 4277.718262
	Iteration 0F: 3 clusters Score -823014.8 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -824298.187500 Penalty: 4277.718262
	Iteration 1F: 3 clusters Score -824298.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -824585.125000 Penalty: 4277.718262
	Iteration 2F: 3 clusters Score -824585.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -824758.250000 Penalty: 4277.718262
	Iteration 3F: 3 clusters Score -824758.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -824894.187500 Penalty: 4277.718262
	Iteration 4Q: 3 clusters Score -824894.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -825023.000000 Penalty: 4277.718262
	Iteration 5Q: 3 clusters Score -825023 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -825151.687500 Penalty: 4277.718262
	Iteration 6Q: 3 clusters Score -825151.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -825306.562500 Penalty: 4277.718262
	Iteration 7Q: 3 clusters Score -825306.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -825432.500000 Penalty: 4277.718262
	Iteration 8Q: 3 clusters Score -825432.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -825568.062500 Penalty: 4277.718262
	Iteration 9Q: 3 clusters Score -825568.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -825706.500000 Penalty: 4277.718262
	Iteration 10Q: 3 clusters Score -825706.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -825853.562500 Penalty: 4277.718262
	Iteration 11Q: 3 clusters Score -825853.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -825999.500000 Penalty: 4277.718262
	Iteration 12Q: 3 clusters Score -825999.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -826109.375000 Penalty: 4277.718262
	Iteration 13Q: 3 clusters Score -826109.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -826182.125000 Penalty: 4277.718262
	Iteration 14Q: 3 clusters Score -826182.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -826242.250000 Penalty: 4277.718262
	Iteration 15Q: 3 clusters Score -826242.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -826301.937500 Penalty: 4277.718262
	Iteration 16Q: 3 clusters Score -826301.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -826341.625000 Penalty: 4277.718262
	Iteration 17Q: 3 clusters Score -826341.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -826379.625000 Penalty: 4277.718262
	Iteration 18Q: 3 clusters Score -826379.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -826418.500000 Penalty: 4277.718262
	Iteration 19Q: 3 clusters Score -826418.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -826469.125000 Penalty: 4277.718262
	Iteration 20F: 3 clusters Score -826469.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -826532.875000 Penalty: 4277.718262
	Iteration 21Q: 3 clusters Score -826532.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -826583.312500 Penalty: 4277.718262
	Iteration 22Q: 3 clusters Score -826583.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -826611.625000 Penalty: 4277.718262
	Iteration 23Q: 3 clusters Score -826611.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -826622.812500 Penalty: 4277.718262
	Iteration 24Q: 3 clusters Score -826622.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -826632.562500 Penalty: 4277.718262
	Iteration 25Q: 3 clusters Score -826632.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -826639.125000 Penalty: 4277.718262
	Iteration 26Q: 3 clusters Score -826639.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -826644.937500 Penalty: 4277.718262
	Iteration 27Q: 3 clusters Score -826644.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -826651.000000 Penalty: 4277.718262
	Iteration 28Q: 3 clusters Score -826651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -826657.750000 Penalty: 4277.718262
	Iteration 29Q: 3 clusters Score -826657.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -826664.250000 Penalty: 4277.718262
	Iteration 30Q: 3 clusters Score -826664.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -826671.375000 Penalty: 4277.718262
	Iteration 31Q: 3 clusters Score -826671.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -826672.312500 Penalty: 4277.718262
	Iteration 32Q: 3 clusters Score -826672.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -826674.812500 Penalty: 4277.718262
	Iteration 33Q: 3 clusters Score -826674.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -826678.312500 Penalty: 4277.718262
	Iteration 34Q: 3 clusters Score -826678.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -826686.250000 Penalty: 4277.718262
	Iteration 35Q: 3 clusters Score -826686.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -826692.375000 Penalty: 4277.718262
	Iteration 36Q: 3 clusters Score -826692.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -826698.687500 Penalty: 4277.718262
	Iteration 37Q: 3 clusters Score -826698.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -826702.812500 Penalty: 4277.718262
	Iteration 38Q: 3 clusters Score -826702.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -826705.937500 Penalty: 4277.718262
	Iteration 39Q: 3 clusters Score -826705.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -826710.937500 Penalty: 4277.718262
	Iteration 40F: 3 clusters Score -826710.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -826717.062500 Penalty: 4277.718262
	Iteration 41Q: 3 clusters Score -826717.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -826721.437500 Penalty: 4277.718262
	Iteration 42Q: 3 clusters Score -826721.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -826725.625000 Penalty: 4277.718262
	Iteration 43Q: 3 clusters Score -826725.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -826727.625000 Penalty: 4277.718262
	Iteration 44Q: 3 clusters Score -826727.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -826730.312500 Penalty: 4277.718262
	Iteration 45Q: 3 clusters Score -826730.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -826730.187500 Penalty: 4277.718262
	Iteration 46Q: 3 clusters Score -826730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -826730.187500 Penalty: 4277.718262
	Iteration 47F: 3 clusters Score -826730.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Entering Unmasked Estep 
Score: -636290.625000 Penalty: 2058.099365
	Iteration 0F: 2 clusters Score -636290.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -632418.375000 Penalty: 4116.198730
	Iteration 0F: 3 clusters Score -632418.4 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -633322.937500 Penalty: 4116.198730
	Iteration 1F: 3 clusters Score -633322.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -633495.687500 Penalty: 4116.198730
	Iteration 2F: 3 clusters Score -633495.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -633599.750000 Penalty: 4116.198730
	Iteration 3Q: 3 clusters Score -633599.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -633662.875000 Penalty: 4116.198730
	Iteration 4Q: 3 clusters Score -633662.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -633700.125000 Penalty: 4116.198730
	Iteration 5Q: 3 clusters Score -633700.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -633726.187500 Penalty: 4116.198730
	Iteration 6Q: 3 clusters Score -633726.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -633744.937500 Penalty: 4116.198730
	Iteration 7Q: 3 clusters Score -633744.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -633763.687500 Penalty: 4116.198730
	Iteration 8Q: 3 clusters Score -633763.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -633777.375000 Penalty: 4116.198730
	Iteration 9Q: 3 clusters Score -633777.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -633792.750000 Penalty: 4116.198730
	Iteration 10Q: 3 clusters Score -633792.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -633809.125000 Penalty: 4116.198730
	Iteration 11Q: 3 clusters Score -633809.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -633822.250000 Penalty: 4116.198730
	Iteration 12Q: 3 clusters Score -633822.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -633835.437500 Penalty: 4116.198730
	Iteration 13Q: 3 clusters Score -633835.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -633851.125000 Penalty: 4116.198730
	Iteration 14Q: 3 clusters Score -633851.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -633862.250000 Penalty: 4116.198730
	Iteration 15Q: 3 clusters Score -633862.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -633869.687500 Penalty: 4116.198730
	Iteration 16Q: 3 clusters Score -633869.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -633877.500000 Penalty: 4116.198730
	Iteration 17Q: 3 clusters Score -633877.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -633884.875000 Penalty: 4116.198730
	Iteration 18Q: 3 clusters Score -633884.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -633889.812500 Penalty: 4116.198730
	Iteration 19Q: 3 clusters Score -633889.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -633892.062500 Penalty: 4116.198730
	Iteration 20F: 3 clusters Score -633892.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -633896.000000 Penalty: 4116.198730
	Iteration 21Q: 3 clusters Score -633896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -633903.937500 Penalty: 4116.198730
	Iteration 22Q: 3 clusters Score -633903.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -633909.625000 Penalty: 4116.198730
	Iteration 23Q: 3 clusters Score -633909.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -633914.187500 Penalty: 4116.198730
	Iteration 24Q: 3 clusters Score -633914.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -633921.562500 Penalty: 4116.198730
	Iteration 25Q: 3 clusters Score -633921.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -633928.125000 Penalty: 4116.198730
	Iteration 26Q: 3 clusters Score -633928.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -633934.000000 Penalty: 4116.198730
	Iteration 27Q: 3 clusters Score -633934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -633939.250000 Penalty: 4116.198730
	Iteration 28Q: 3 clusters Score -633939.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -633943.250000 Penalty: 4116.198730
	Iteration 29Q: 3 clusters Score -633943.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -633947.500000 Penalty: 4116.198730
	Iteration 30Q: 3 clusters Score -633947.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -633954.875000 Penalty: 4116.198730
	Iteration 31Q: 3 clusters Score -633954.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -633964.250000 Penalty: 4116.198730
	Iteration 32Q: 3 clusters Score -633964.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -633977.250000 Penalty: 4116.198730
	Iteration 33Q: 3 clusters Score -633977.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -633988.812500 Penalty: 4116.198730
	Iteration 34Q: 3 clusters Score -633988.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -633995.750000 Penalty: 4116.198730
	Iteration 35Q: 3 clusters Score -633995.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -634003.000000 Penalty: 4116.198730
	Iteration 36Q: 3 clusters Score -634003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -634007.125000 Penalty: 4116.198730
	Iteration 37Q: 3 clusters Score -634007.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -634012.875000 Penalty: 4116.198730
	Iteration 38Q: 3 clusters Score -634012.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -634015.625000 Penalty: 4116.198730
	Iteration 39Q: 3 clusters Score -634015.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -634020.812500 Penalty: 4116.198730
	Iteration 40F: 3 clusters Score -634020.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -634024.187500 Penalty: 4116.198730
	Iteration 41Q: 3 clusters Score -634024.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -634028.500000 Penalty: 4116.198730
	Iteration 42Q: 3 clusters Score -634028.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -634029.062500 Penalty: 4116.198730
	Iteration 43Q: 3 clusters Score -634029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -634029.437500 Penalty: 4116.198730
	Iteration 44Q: 3 clusters Score -634029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -634029.375000 Penalty: 4116.198730
	Iteration 45Q: 3 clusters Score -634029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -634031.687500 Penalty: 4116.198730
	Iteration 46Q: 3 clusters Score -634031.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -634033.812500 Penalty: 4116.198730
	Iteration 47Q: 3 clusters Score -634033.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -634035.812500 Penalty: 4116.198730
	Iteration 48Q: 3 clusters Score -634035.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -634038.062500 Penalty: 4116.198730
	Iteration 49Q: 3 clusters Score -634038.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -634040.312500 Penalty: 4116.198730
	Iteration 50Q: 3 clusters Score -634040.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -634043.812500 Penalty: 4116.198730
	Iteration 51Q: 3 clusters Score -634043.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -634046.125000 Penalty: 4116.198730
	Iteration 52Q: 3 clusters Score -634046.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -634048.500000 Penalty: 4116.198730
	Iteration 53Q: 3 clusters Score -634048.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -634050.812500 Penalty: 4116.198730
	Iteration 54Q: 3 clusters Score -634050.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -634053.562500 Penalty: 4116.198730
	Iteration 55Q: 3 clusters Score -634053.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -634055.125000 Penalty: 4116.198730
	Iteration 56Q: 3 clusters Score -634055.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -634055.937500 Penalty: 4116.198730
	Iteration 57Q: 3 clusters Score -634055.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -634055.250000 Penalty: 4116.198730
	Iteration 58Q: 3 clusters Score -634055.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -634056.625000 Penalty: 4116.198730
	Iteration 59Q: 3 clusters Score -634056.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -634057.125000 Penalty: 4116.198730
	Iteration 60F: 3 clusters Score -634057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -634057.812500 Penalty: 4116.198730
	Iteration 61Q: 3 clusters Score -634057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -634058.312500 Penalty: 4116.198730
	Iteration 62Q: 3 clusters Score -634058.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -634057.875000 Penalty: 4116.198730
	Iteration 63Q: 3 clusters Score -634057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -634059.687500 Penalty: 4116.198730
	Iteration 64Q: 3 clusters Score -634059.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -634059.250000 Penalty: 4116.198730
	Iteration 65Q: 3 clusters Score -634059.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -634060.500000 Penalty: 4116.198730
	Iteration 66Q: 3 clusters Score -634060.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -634061.625000 Penalty: 4116.198730
	Iteration 67Q: 3 clusters Score -634061.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -634062.187500 Penalty: 4116.198730
	Iteration 68Q: 3 clusters Score -634062.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -634066.187500 Penalty: 4116.198730
	Iteration 69Q: 3 clusters Score -634066.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -634067.437500 Penalty: 4116.198730
	Iteration 70Q: 3 clusters Score -634067.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -634070.875000 Penalty: 4116.198730
	Iteration 71Q: 3 clusters Score -634070.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -634071.187500 Penalty: 4116.198730
	Iteration 72Q: 3 clusters Score -634071.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -634071.937500 Penalty: 4116.198730
	Iteration 73Q: 3 clusters Score -634071.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -634072.937500 Penalty: 4116.198730
	Iteration 74Q: 3 clusters Score -634072.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -634074.937500 Penalty: 4116.198730
	Iteration 75Q: 3 clusters Score -634074.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -634074.562500 Penalty: 4116.198730
	Iteration 76Q: 3 clusters Score -634074.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -634077.062500 Penalty: 4116.198730
	Iteration 77Q: 3 clusters Score -634077.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -634080.625000 Penalty: 4116.198730
	Iteration 78Q: 3 clusters Score -634080.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -634083.437500 Penalty: 4116.198730
	Iteration 79Q: 3 clusters Score -634083.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -634083.375000 Penalty: 4116.198730
	Iteration 80F: 3 clusters Score -634083.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -634088.687500 Penalty: 4116.198730
	Iteration 81Q: 3 clusters Score -634088.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -634091.125000 Penalty: 4116.198730
	Iteration 82Q: 3 clusters Score -634091.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -634094.125000 Penalty: 4116.198730
	Iteration 83Q: 3 clusters Score -634094.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -634097.250000 Penalty: 4116.198730
	Iteration 84Q: 3 clusters Score -634097.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -634102.750000 Penalty: 4116.198730
	Iteration 85Q: 3 clusters Score -634102.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -634106.500000 Penalty: 4116.198730
	Iteration 86Q: 3 clusters Score -634106.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -634110.250000 Penalty: 4116.198730
	Iteration 87Q: 3 clusters Score -634110.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -634115.812500 Penalty: 4116.198730
	Iteration 88Q: 3 clusters Score -634115.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -634122.125000 Penalty: 4116.198730
	Iteration 89Q: 3 clusters Score -634122.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -634130.250000 Penalty: 4116.198730
	Iteration 90Q: 3 clusters Score -634130.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -634140.250000 Penalty: 4116.198730
	Iteration 91Q: 3 clusters Score -634140.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -634150.875000 Penalty: 4116.198730
	Iteration 92Q: 3 clusters Score -634150.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -634157.812500 Penalty: 4116.198730
	Iteration 93Q: 3 clusters Score -634157.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -634165.500000 Penalty: 4116.198730
	Iteration 94Q: 3 clusters Score -634165.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -634185.062500 Penalty: 4116.198730
	Iteration 95Q: 3 clusters Score -634185.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -634208.625000 Penalty: 4116.198730
	Iteration 96Q: 3 clusters Score -634208.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -634235.500000 Penalty: 4116.198730
	Iteration 97Q: 3 clusters Score -634235.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -634265.375000 Penalty: 4116.198730
	Iteration 98Q: 3 clusters Score -634265.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -634292.625000 Penalty: 4116.198730
	Iteration 99Q: 3 clusters Score -634292.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -634324.437500 Penalty: 4116.198730
	Iteration 100F: 3 clusters Score -634324.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -634354.562500 Penalty: 4116.198730
	Iteration 101Q: 3 clusters Score -634354.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -634403.375000 Penalty: 4116.198730
	Iteration 102Q: 3 clusters Score -634403.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -634467.937500 Penalty: 4116.198730
	Iteration 103Q: 3 clusters Score -634467.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -634570.437500 Penalty: 4116.198730
	Iteration 104Q: 3 clusters Score -634570.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -634683.500000 Penalty: 4116.198730
	Iteration 105Q: 3 clusters Score -634683.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -634756.437500 Penalty: 4116.198730
	Iteration 106Q: 3 clusters Score -634756.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -634816.875000 Penalty: 4116.198730
	Iteration 107Q: 3 clusters Score -634816.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -634854.562500 Penalty: 4116.198730
	Iteration 108Q: 3 clusters Score -634854.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -634882.187500 Penalty: 4116.198730
	Iteration 109Q: 3 clusters Score -634882.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -634903.937500 Penalty: 4116.198730
	Iteration 110Q: 3 clusters Score -634903.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -634925.625000 Penalty: 4116.198730
	Iteration 111Q: 3 clusters Score -634925.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -634940.562500 Penalty: 4116.198730
	Iteration 112Q: 3 clusters Score -634940.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -634956.437500 Penalty: 4116.198730
	Iteration 113Q: 3 clusters Score -634956.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -634970.562500 Penalty: 4116.198730
	Iteration 114Q: 3 clusters Score -634970.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -634982.500000 Penalty: 4116.198730
	Iteration 115Q: 3 clusters Score -634982.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -634989.687500 Penalty: 4116.198730
	Iteration 116Q: 3 clusters Score -634989.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -634996.250000 Penalty: 4116.198730
	Iteration 117Q: 3 clusters Score -634996.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -635002.125000 Penalty: 4116.198730
	Iteration 118Q: 3 clusters Score -635002.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -635004.875000 Penalty: 4116.198730
	Iteration 119Q: 3 clusters Score -635004.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -635008.062500 Penalty: 4116.198730
	Iteration 120F: 3 clusters Score -635008.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -635007.437500 Penalty: 4116.198730
	Iteration 121Q: 3 clusters Score -635007.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -635009.062500 Penalty: 4116.198730
	Iteration 122Q: 3 clusters Score -635009.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -635010.125000 Penalty: 4116.198730
	Iteration 123Q: 3 clusters Score -635010.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -635012.437500 Penalty: 4116.198730
	Iteration 124Q: 3 clusters Score -635012.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -635014.437500 Penalty: 4116.198730
	Iteration 125Q: 3 clusters Score -635014.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -635016.437500 Penalty: 4116.198730
	Iteration 126Q: 3 clusters Score -635016.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -635016.687500 Penalty: 4116.198730
	Iteration 127Q: 3 clusters Score -635016.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -635016.687500 Penalty: 4116.198730
	Iteration 128F: 3 clusters Score -635016.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Entering Unmasked Estep 
Score: -4833447.500000 Penalty: 2560.857666
	Iteration 0F: 2 clusters Score -4833448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -4812431.500000 Penalty: 5121.715332
	Iteration 0F: 3 clusters Score -4812432 nChanged 13744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -4819879.000000 Penalty: 5121.715332
	Iteration 1F: 3 clusters Score -4819879 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -4820588.500000 Penalty: 5121.715332
	Iteration 2F: 3 clusters Score -4820588 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -4821343.000000 Penalty: 5121.715332
	Iteration 3F: 3 clusters Score -4821343 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -4822195.500000 Penalty: 5121.715332
	Iteration 4F: 3 clusters Score -4822196 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -4823145.500000 Penalty: 5121.715332
	Iteration 5F: 3 clusters Score -4823146 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -4824190.000000 Penalty: 5121.715332
	Iteration 6F: 3 clusters Score -4824190 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -4825355.000000 Penalty: 5121.715332
	Iteration 7F: 3 clusters Score -4825355 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -4826478.500000 Penalty: 5121.715332
	Iteration 8F: 3 clusters Score -4826478 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -4827372.500000 Penalty: 5121.715332
	Iteration 9Q: 3 clusters Score -4827372 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -4828040.500000 Penalty: 5121.715332
	Iteration 10Q: 3 clusters Score -4828040 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -4828508.000000 Penalty: 5121.715332
	Iteration 11Q: 3 clusters Score -4828508 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -4828791.000000 Penalty: 5121.715332
	Iteration 12Q: 3 clusters Score -4828791 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -4828990.500000 Penalty: 5121.715332
	Iteration 13Q: 3 clusters Score -4828990 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -4829150.000000 Penalty: 5121.715332
	Iteration 14Q: 3 clusters Score -4829150 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -4829303.000000 Penalty: 5121.715332
	Iteration 15Q: 3 clusters Score -4829303 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -4829452.500000 Penalty: 5121.715332
	Iteration 16Q: 3 clusters Score -4829452 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -4829604.000000 Penalty: 5121.715332
	Iteration 17Q: 3 clusters Score -4829604 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -4829675.500000 Penalty: 5121.715332
	Iteration 18Q: 3 clusters Score -4829676 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -4829807.500000 Penalty: 5121.715332
	Iteration 19Q: 3 clusters Score -4829808 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -4829877.000000 Penalty: 5121.715332
	Iteration 20F: 3 clusters Score -4829877 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -4829940.500000 Penalty: 5121.715332
	Iteration 21Q: 3 clusters Score -4829940 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -4829977.500000 Penalty: 5121.715332
	Iteration 22Q: 3 clusters Score -4829978 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -4830010.500000 Penalty: 5121.715332
	Iteration 23Q: 3 clusters Score -4830010 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -4830029.000000 Penalty: 5121.715332
	Iteration 24Q: 3 clusters Score -4830029 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -4830058.000000 Penalty: 5121.715332
	Iteration 25Q: 3 clusters Score -4830058 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -4830082.000000 Penalty: 5121.715332
	Iteration 26Q: 3 clusters Score -4830082 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -4830099.500000 Penalty: 5121.715332
	Iteration 27Q: 3 clusters Score -4830100 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -4830115.500000 Penalty: 5121.715332
	Iteration 28Q: 3 clusters Score -4830116 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -4830124.500000 Penalty: 5121.715332
	Iteration 29Q: 3 clusters Score -4830124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -4830124.000000 Penalty: 5121.715332
	Iteration 30Q: 3 clusters Score -4830124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -4830124.500000 Penalty: 5121.715332
	Iteration 31Q: 3 clusters Score -4830124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -4830133.000000 Penalty: 5121.715332
	Iteration 32Q: 3 clusters Score -4830133 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -4830153.000000 Penalty: 5121.715332
	Iteration 33Q: 3 clusters Score -4830153 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -4830155.000000 Penalty: 5121.715332
	Iteration 34Q: 3 clusters Score -4830155 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -4830177.000000 Penalty: 5121.715332
	Iteration 35Q: 3 clusters Score -4830177 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -4830180.000000 Penalty: 5121.715332
	Iteration 36Q: 3 clusters Score -4830180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -4830185.000000 Penalty: 5121.715332
	Iteration 37Q: 3 clusters Score -4830185 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -4830193.000000 Penalty: 5121.715332
	Iteration 38Q: 3 clusters Score -4830193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -4830185.500000 Penalty: 5121.715332
	Iteration 39Q: 3 clusters Score -4830186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -4830195.000000 Penalty: 5121.715332
	Iteration 40F: 3 clusters Score -4830195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -4830188.000000 Penalty: 5121.715332
	Iteration 41Q: 3 clusters Score -4830188 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -4830199.500000 Penalty: 5121.715332
	Iteration 42Q: 3 clusters Score -4830200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -4830191.500000 Penalty: 5121.715332
	Iteration 43Q: 3 clusters Score -4830192 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -4830197.000000 Penalty: 5121.715332
	Iteration 44Q: 3 clusters Score -4830197 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -4830202.000000 Penalty: 5121.715332
	Iteration 45Q: 3 clusters Score -4830202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -4830201.000000 Penalty: 5121.715332
	Iteration 46Q: 3 clusters Score -4830201 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -4830209.000000 Penalty: 5121.715332
	Iteration 47Q: 3 clusters Score -4830209 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -4830207.000000 Penalty: 5121.715332
	Iteration 48Q: 3 clusters Score -4830207 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4830227 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4830230 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -4830245.500000 Penalty: 5121.715332
	Iteration 51Q: 3 clusters Score -4830246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4830262 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4830265 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4830287 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -4830281.500000 Penalty: 5121.715332
	Iteration 55Q: 3 clusters Score -4830282 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4830294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -4830302.500000 Penalty: 5121.715332
	Iteration 57Q: 3 clusters Score -4830302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4830298 nChanged 88
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Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4830330 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4830342 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4830344 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4830362 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4830380 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -4830401.000000 Penalty: 5121.715332
	Iteration 64Q: 3 clusters Score -4830401 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -4830433.000000 Penalty: 5121.715332
	Iteration 65Q: 3 clusters Score -4830433 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4830438 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4830458 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4830482 nChanged 128
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Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4830504 nChanged 150
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Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4830524 nChanged 156
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Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4830549 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4830560 nChanged 168
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Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4830610 nChanged 185
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Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -4830654.500000 Penalty: 5121.715332
	Iteration 74Q: 3 clusters Score -4830654 nChanged 179
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Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4830702 nChanged 174
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Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4830728 nChanged 183
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Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 8940 members 
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	Iteration 77Q: 3 clusters Score -4830777 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4830826 nChanged 184
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Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4830855 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4830903 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4830966 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4831004 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4831077 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4831128 nChanged 205
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Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4831178 nChanged 203
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4831238 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -4831305.500000 Penalty: 5121.715332
	Iteration 87Q: 3 clusters Score -4831306 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -4831354.000000 Penalty: 5121.715332
	Iteration 88Q: 3 clusters Score -4831354 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4831396 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -4831446.500000 Penalty: 5121.715332
	Iteration 90Q: 3 clusters Score -4831446 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4831486 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -4831536.500000 Penalty: 5121.715332
	Iteration 92Q: 3 clusters Score -4831536 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4831585 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -4831604.000000 Penalty: 5121.715332
	Iteration 94Q: 3 clusters Score -4831604 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -4831631.000000 Penalty: 5121.715332
	Iteration 95Q: 3 clusters Score -4831631 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4831662 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -4831697.000000 Penalty: 5121.715332
	Iteration 97Q: 3 clusters Score -4831697 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -4831732.000000 Penalty: 5121.715332
	Iteration 98Q: 3 clusters Score -4831732 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4831738 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4831762 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4831794 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4831832 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4831846.500000 Penalty: 5121.715332
	Iteration 103Q: 3 clusters Score -4831846 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -4831868.000000 Penalty: 5121.715332
	Iteration 104Q: 3 clusters Score -4831868 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4831880.000000 Penalty: 5121.715332
	Iteration 105Q: 3 clusters Score -4831880 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -4831899.000000 Penalty: 5121.715332
	Iteration 106Q: 3 clusters Score -4831899 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -4831903.000000 Penalty: 5121.715332
	Iteration 107Q: 3 clusters Score -4831903 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
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Entering Unmasked Estep 
Score: -4831917.000000 Penalty: 5121.715332
	Iteration 108Q: 3 clusters Score -4831917 nChanged 92
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Mstep: Class 1 contains 26305 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4831938 nChanged 75
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Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -4831946.500000 Penalty: 5121.715332
	Iteration 110Q: 3 clusters Score -4831946 nChanged 65
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Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -4831969.000000 Penalty: 5121.715332
	Iteration 111Q: 3 clusters Score -4831969 nChanged 61
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Mstep: Class 1 contains 26504 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4831970 nChanged 63
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Mstep: Class 1 contains 26567 members 
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Score: -4831990.000000 Penalty: 5121.715332
	Iteration 113Q: 3 clusters Score -4831990 nChanged 39
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Mstep: Class 1 contains 26606 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4831988 nChanged 37
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Mstep: Class 1 contains 26643 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4831998 nChanged 40
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Mstep: Class 1 contains 26683 members 
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Score: -4832005.500000 Penalty: 5121.715332
	Iteration 116Q: 3 clusters Score -4832006 nChanged 41
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Mstep: Class 1 contains 26724 members 
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Entering Unmasked Estep 
Score: -4832015.500000 Penalty: 5121.715332
	Iteration 117Q: 3 clusters Score -4832016 nChanged 46
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Mstep: Class 1 contains 26770 members 
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Entering Unmasked Estep 
Score: -4832034.500000 Penalty: 5121.715332
	Iteration 118Q: 3 clusters Score -4832034 nChanged 51
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Mstep: Class 1 contains 26821 members 
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Entering Unmasked Estep 
Score: -4832036.000000 Penalty: 5121.715332
	Iteration 119Q: 3 clusters Score -4832036 nChanged 52
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Mstep: Class 1 contains 26873 members 
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Entering Unmasked Estep 
Score: -4832052.000000 Penalty: 5121.715332
	Iteration 120F: 3 clusters Score -4832052 nChanged 49
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Mstep: Class 1 contains 26920 members 
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Entering Unmasked Estep 
Score: -4832065.000000 Penalty: 5121.715332
	Iteration 121Q: 3 clusters Score -4832065 nChanged 49
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Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -4832071.000000 Penalty: 5121.715332
	Iteration 122Q: 3 clusters Score -4832071 nChanged 45
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Mstep: Class 1 contains 27010 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4832080 nChanged 44
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Entering Unmasked Estep 
Score: -4832084.000000 Penalty: 5121.715332
	Iteration 124Q: 3 clusters Score -4832084 nChanged 35
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Entering Unmasked Estep 
Score: -4832092.000000 Penalty: 5121.715332
	Iteration 125Q: 3 clusters Score -4832092 nChanged 35
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Mstep: Class 2 contains 3405 members 
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Score: -4832096.000000 Penalty: 5121.715332
	Iteration 126Q: 3 clusters Score -4832096 nChanged 24
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Score: -4832106.500000 Penalty: 5121.715332
	Iteration 127Q: 3 clusters Score -4832106 nChanged 33
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Score: -4832117.000000 Penalty: 5121.715332
	Iteration 128Q: 3 clusters Score -4832117 nChanged 30
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Entering Unmasked Estep 
Score: -4832133.000000 Penalty: 5121.715332
	Iteration 129Q: 3 clusters Score -4832133 nChanged 31
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Entering Unmasked Estep 
Score: -4832145.000000 Penalty: 5121.715332
	Iteration 130Q: 3 clusters Score -4832145 nChanged 21
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Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4832149.000000 Penalty: 5121.715332
	Iteration 131Q: 3 clusters Score -4832149 nChanged 21
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Entering Unmasked Estep 
Score: -4832142.000000 Penalty: 5121.715332
	Iteration 132Q: 3 clusters Score -4832142 nChanged 20
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Score: -4832147.000000 Penalty: 5121.715332
	Iteration 133Q: 3 clusters Score -4832147 nChanged 18
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Entering Unmasked Estep 
Score: -4832157.000000 Penalty: 5121.715332
	Iteration 134Q: 3 clusters Score -4832157 nChanged 18
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Mstep: Class 1 contains 27324 members 
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Entering Unmasked Estep 
Score: -4832153.500000 Penalty: 5121.715332
	Iteration 135Q: 3 clusters Score -4832154 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3179 members 
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	Iteration 136Q: 3 clusters Score -4832156 nChanged 22
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	Iteration 137Q: 3 clusters Score -4832156 nChanged 20
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Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4832159.000000 Penalty: 5121.715332
	Iteration 138Q: 3 clusters Score -4832159 nChanged 14
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Entering Unmasked Estep 
Score: -4832162.500000 Penalty: 5121.715332
	Iteration 139Q: 3 clusters Score -4832162 nChanged 16
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Mstep: Class 1 contains 27406 members 
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Entering Unmasked Estep 
Score: -4832171.500000 Penalty: 5121.715332
	Iteration 140F: 3 clusters Score -4832172 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4832176.000000 Penalty: 5121.715332
	Iteration 141Q: 3 clusters Score -4832176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4832165.000000 Penalty: 5121.715332
	Iteration 142Q: 3 clusters Score -4832165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -4832172.500000 Penalty: 5121.715332
	Iteration 143Q: 3 clusters Score -4832172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -4832177.000000 Penalty: 5121.715332
	Iteration 144Q: 3 clusters Score -4832177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4832179.500000 Penalty: 5121.715332
	Iteration 145Q: 3 clusters Score -4832180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -4832176.000000 Penalty: 5121.715332
	Iteration 146Q: 3 clusters Score -4832176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -4832175.500000 Penalty: 5121.715332
	Iteration 147Q: 3 clusters Score -4832176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4832181.000000 Penalty: 5121.715332
	Iteration 148Q: 3 clusters Score -4832181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4832178.500000 Penalty: 5121.715332
	Iteration 149Q: 3 clusters Score -4832178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4832174.500000 Penalty: 5121.715332
	Iteration 150Q: 3 clusters Score -4832174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4832175.500000 Penalty: 5121.715332
	Iteration 151Q: 3 clusters Score -4832176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4832175.000000 Penalty: 5121.715332
	Iteration 152Q: 3 clusters Score -4832175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -4832181.000000 Penalty: 5121.715332
	Iteration 153Q: 3 clusters Score -4832181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -4832181.500000 Penalty: 5121.715332
	Iteration 154Q: 3 clusters Score -4832182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4832177.500000 Penalty: 5121.715332
	Iteration 155Q: 3 clusters Score -4832178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4832179.500000 Penalty: 5121.715332
	Iteration 156Q: 3 clusters Score -4832180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4832178.500000 Penalty: 5121.715332
	Iteration 157Q: 3 clusters Score -4832178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4832181.500000 Penalty: 5121.715332
	Iteration 158Q: 3 clusters Score -4832182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -4832182.500000 Penalty: 5121.715332
	Iteration 159Q: 3 clusters Score -4832182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4832183.000000 Penalty: 5121.715332
	Iteration 160F: 3 clusters Score -4832183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4832185.500000 Penalty: 5121.715332
	Iteration 161Q: 3 clusters Score -4832186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4832196.000000 Penalty: 5121.715332
	Iteration 162Q: 3 clusters Score -4832196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -4832194.000000 Penalty: 5121.715332
	Iteration 163Q: 3 clusters Score -4832194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -4832191.500000 Penalty: 5121.715332
	Iteration 164Q: 3 clusters Score -4832192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4832194.000000 Penalty: 5121.715332
	Iteration 165Q: 3 clusters Score -4832194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4832196.000000 Penalty: 5121.715332
	Iteration 166Q: 3 clusters Score -4832196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4832196.500000 Penalty: 5121.715332
	Iteration 167Q: 3 clusters Score -4832196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4832198.500000 Penalty: 5121.715332
	Iteration 168Q: 3 clusters Score -4832198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4832193.000000 Penalty: 5121.715332
	Iteration 169Q: 3 clusters Score -4832193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4832195.500000 Penalty: 5121.715332
	Iteration 170Q: 3 clusters Score -4832196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4832195.500000 Penalty: 5121.715332
	Iteration 171F: 3 clusters Score -4832196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -911884.500000 Penalty: 2153.143311
	Iteration 0F: 2 clusters Score -911884.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -906793.625000 Penalty: 4306.286621
	Iteration 0F: 3 clusters Score -906793.6 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -908052.312500 Penalty: 4306.286621
	Iteration 1F: 3 clusters Score -908052.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -908284.250000 Penalty: 4306.286621
	Iteration 2F: 3 clusters Score -908284.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -908442.750000 Penalty: 4306.286621
	Iteration 3F: 3 clusters Score -908442.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -908587.687500 Penalty: 4306.286621
	Iteration 4Q: 3 clusters Score -908587.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -908736.250000 Penalty: 4306.286621
	Iteration 5Q: 3 clusters Score -908736.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -908875.312500 Penalty: 4306.286621
	Iteration 6Q: 3 clusters Score -908875.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -909013.250000 Penalty: 4306.286621
	Iteration 7Q: 3 clusters Score -909013.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -909154.625000 Penalty: 4306.286621
	Iteration 8Q: 3 clusters Score -909154.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -909295.687500 Penalty: 4306.286621
	Iteration 9Q: 3 clusters Score -909295.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -909415.062500 Penalty: 4306.286621
	Iteration 10Q: 3 clusters Score -909415.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -909511.375000 Penalty: 4306.286621
	Iteration 11Q: 3 clusters Score -909511.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -909588.625000 Penalty: 4306.286621
	Iteration 12Q: 3 clusters Score -909588.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -909643.375000 Penalty: 4306.286621
	Iteration 13Q: 3 clusters Score -909643.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -909697.687500 Penalty: 4306.286621
	Iteration 14Q: 3 clusters Score -909697.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -909743.125000 Penalty: 4306.286621
	Iteration 15Q: 3 clusters Score -909743.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -909777.000000 Penalty: 4306.286621
	Iteration 16Q: 3 clusters Score -909777 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -909804.500000 Penalty: 4306.286621
	Iteration 17Q: 3 clusters Score -909804.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -909824.375000 Penalty: 4306.286621
	Iteration 18Q: 3 clusters Score -909824.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -909840.625000 Penalty: 4306.286621
	Iteration 19Q: 3 clusters Score -909840.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -909852.375000 Penalty: 4306.286621
	Iteration 20F: 3 clusters Score -909852.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -909864.937500 Penalty: 4306.286621
	Iteration 21Q: 3 clusters Score -909864.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -909871.937500 Penalty: 4306.286621
	Iteration 22Q: 3 clusters Score -909871.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -909877.625000 Penalty: 4306.286621
	Iteration 23Q: 3 clusters Score -909877.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -909883.750000 Penalty: 4306.286621
	Iteration 24Q: 3 clusters Score -909883.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -909891.750000 Penalty: 4306.286621
	Iteration 25Q: 3 clusters Score -909891.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -909898.562500 Penalty: 4306.286621
	Iteration 26Q: 3 clusters Score -909898.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -909905.500000 Penalty: 4306.286621
	Iteration 27Q: 3 clusters Score -909905.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -909914.250000 Penalty: 4306.286621
	Iteration 28Q: 3 clusters Score -909914.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -909922.562500 Penalty: 4306.286621
	Iteration 29Q: 3 clusters Score -909922.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -909927.125000 Penalty: 4306.286621
	Iteration 30Q: 3 clusters Score -909927.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -909931.000000 Penalty: 4306.286621
	Iteration 31Q: 3 clusters Score -909931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -909931.250000 Penalty: 4306.286621
	Iteration 32Q: 3 clusters Score -909931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -909931.375000 Penalty: 4306.286621
	Iteration 33Q: 3 clusters Score -909931.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -909931.500000 Penalty: 4306.286621
	Iteration 34Q: 3 clusters Score -909931.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -909931.750000 Penalty: 4306.286621
	Iteration 35Q: 3 clusters Score -909931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -909933.937500 Penalty: 4306.286621
	Iteration 36Q: 3 clusters Score -909933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -909933.687500 Penalty: 4306.286621
	Iteration 37Q: 3 clusters Score -909933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -909934.937500 Penalty: 4306.286621
	Iteration 38Q: 3 clusters Score -909934.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -909934.937500 Penalty: 4306.286621
	Iteration 39F: 3 clusters Score -909934.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Entering Unmasked Estep 
Score: -1765983.875000 Penalty: 2314.803223
	Iteration 0F: 2 clusters Score -1765984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1757477.000000 Penalty: 4629.606445
	Iteration 0F: 3 clusters Score -1757477 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1759971.000000 Penalty: 4629.606445
	Iteration 1F: 3 clusters Score -1759971 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1760312.250000 Penalty: 4629.606445
	Iteration 2F: 3 clusters Score -1760312 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1760536.375000 Penalty: 4629.606445
	Iteration 3F: 3 clusters Score -1760536 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1760735.250000 Penalty: 4629.606445
	Iteration 4Q: 3 clusters Score -1760735 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1760921.375000 Penalty: 4629.606445
	Iteration 5Q: 3 clusters Score -1760921 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1761086.125000 Penalty: 4629.606445
	Iteration 6Q: 3 clusters Score -1761086 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1761251.500000 Penalty: 4629.606445
	Iteration 7Q: 3 clusters Score -1761252 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1761427.875000 Penalty: 4629.606445
	Iteration 8Q: 3 clusters Score -1761428 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1761623.750000 Penalty: 4629.606445
	Iteration 9Q: 3 clusters Score -1761624 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1761798.125000 Penalty: 4629.606445
	Iteration 10Q: 3 clusters Score -1761798 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1761960.375000 Penalty: 4629.606445
	Iteration 11Q: 3 clusters Score -1761960 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1762103.875000 Penalty: 4629.606445
	Iteration 12Q: 3 clusters Score -1762104 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1762216.500000 Penalty: 4629.606445
	Iteration 13Q: 3 clusters Score -1762216 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1762302.250000 Penalty: 4629.606445
	Iteration 14Q: 3 clusters Score -1762302 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1762372.750000 Penalty: 4629.606445
	Iteration 15Q: 3 clusters Score -1762373 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1762435.875000 Penalty: 4629.606445
	Iteration 16Q: 3 clusters Score -1762436 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1762493.125000 Penalty: 4629.606445
	Iteration 17Q: 3 clusters Score -1762493 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1762531.625000 Penalty: 4629.606445
	Iteration 18Q: 3 clusters Score -1762532 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1762577.250000 Penalty: 4629.606445
	Iteration 19Q: 3 clusters Score -1762577 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1762618.375000 Penalty: 4629.606445
	Iteration 20F: 3 clusters Score -1762618 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1762662.250000 Penalty: 4629.606445
	Iteration 21Q: 3 clusters Score -1762662 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1762707.500000 Penalty: 4629.606445
	Iteration 22Q: 3 clusters Score -1762708 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1762742.625000 Penalty: 4629.606445
	Iteration 23Q: 3 clusters Score -1762743 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1762775.250000 Penalty: 4629.606445
	Iteration 24Q: 3 clusters Score -1762775 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1762807.875000 Penalty: 4629.606445
	Iteration 25Q: 3 clusters Score -1762808 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1762838.875000 Penalty: 4629.606445
	Iteration 26Q: 3 clusters Score -1762839 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1762874.250000 Penalty: 4629.606445
	Iteration 27Q: 3 clusters Score -1762874 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1762910.000000 Penalty: 4629.606445
	Iteration 28Q: 3 clusters Score -1762910 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1762946.125000 Penalty: 4629.606445
	Iteration 29Q: 3 clusters Score -1762946 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1762997.375000 Penalty: 4629.606445
	Iteration 30Q: 3 clusters Score -1762997 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1763031.875000 Penalty: 4629.606445
	Iteration 31Q: 3 clusters Score -1763032 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1763066.125000 Penalty: 4629.606445
	Iteration 32Q: 3 clusters Score -1763066 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1763105.500000 Penalty: 4629.606445
	Iteration 33Q: 3 clusters Score -1763106 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1763137.500000 Penalty: 4629.606445
	Iteration 34Q: 3 clusters Score -1763138 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1763163.250000 Penalty: 4629.606445
	Iteration 35Q: 3 clusters Score -1763163 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1763196.250000 Penalty: 4629.606445
	Iteration 36Q: 3 clusters Score -1763196 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1763223.000000 Penalty: 4629.606445
	Iteration 37Q: 3 clusters Score -1763223 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1763267.375000 Penalty: 4629.606445
	Iteration 38Q: 3 clusters Score -1763267 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1763306.625000 Penalty: 4629.606445
	Iteration 39Q: 3 clusters Score -1763307 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1763348.125000 Penalty: 4629.606445
	Iteration 40F: 3 clusters Score -1763348 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1763385.875000 Penalty: 4629.606445
	Iteration 41Q: 3 clusters Score -1763386 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1763431.000000 Penalty: 4629.606445
	Iteration 42Q: 3 clusters Score -1763431 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1763482.250000 Penalty: 4629.606445
	Iteration 43Q: 3 clusters Score -1763482 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1763529.625000 Penalty: 4629.606445
	Iteration 44Q: 3 clusters Score -1763530 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1763571.125000 Penalty: 4629.606445
	Iteration 45Q: 3 clusters Score -1763571 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1763608.250000 Penalty: 4629.606445
	Iteration 46Q: 3 clusters Score -1763608 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1763658.125000 Penalty: 4629.606445
	Iteration 47Q: 3 clusters Score -1763658 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1763697.625000 Penalty: 4629.606445
	Iteration 48Q: 3 clusters Score -1763698 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1763728.625000 Penalty: 4629.606445
	Iteration 49Q: 3 clusters Score -1763729 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1763757.000000 Penalty: 4629.606445
	Iteration 50Q: 3 clusters Score -1763757 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1763788.250000 Penalty: 4629.606445
	Iteration 51Q: 3 clusters Score -1763788 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1763823.250000 Penalty: 4629.606445
	Iteration 52Q: 3 clusters Score -1763823 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1763846.750000 Penalty: 4629.606445
	Iteration 53Q: 3 clusters Score -1763847 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1763876.000000 Penalty: 4629.606445
	Iteration 54Q: 3 clusters Score -1763876 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1763899.750000 Penalty: 4629.606445
	Iteration 55Q: 3 clusters Score -1763900 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1763930.000000 Penalty: 4629.606445
	Iteration 56Q: 3 clusters Score -1763930 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1763953.625000 Penalty: 4629.606445
	Iteration 57Q: 3 clusters Score -1763954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1763977.125000 Penalty: 4629.606445
	Iteration 58Q: 3 clusters Score -1763977 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1763995.500000 Penalty: 4629.606445
	Iteration 59Q: 3 clusters Score -1763996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1764009.500000 Penalty: 4629.606445
	Iteration 60F: 3 clusters Score -1764010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1764027.750000 Penalty: 4629.606445
	Iteration 61Q: 3 clusters Score -1764028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1764037.875000 Penalty: 4629.606445
	Iteration 62Q: 3 clusters Score -1764038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1764046.250000 Penalty: 4629.606445
	Iteration 63Q: 3 clusters Score -1764046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1764059.000000 Penalty: 4629.606445
	Iteration 64Q: 3 clusters Score -1764059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1764068.750000 Penalty: 4629.606445
	Iteration 65Q: 3 clusters Score -1764069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1764074.750000 Penalty: 4629.606445
	Iteration 66Q: 3 clusters Score -1764075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1764084.625000 Penalty: 4629.606445
	Iteration 67Q: 3 clusters Score -1764085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1764088.500000 Penalty: 4629.606445
	Iteration 68Q: 3 clusters Score -1764088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1764095.625000 Penalty: 4629.606445
	Iteration 69Q: 3 clusters Score -1764096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1764100.375000 Penalty: 4629.606445
	Iteration 70Q: 3 clusters Score -1764100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1764102.500000 Penalty: 4629.606445
	Iteration 71Q: 3 clusters Score -1764102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1764110.375000 Penalty: 4629.606445
	Iteration 72Q: 3 clusters Score -1764110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1764109.125000 Penalty: 4629.606445
	Iteration 73Q: 3 clusters Score -1764109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1764109.875000 Penalty: 4629.606445
	Iteration 74Q: 3 clusters Score -1764110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1764115.500000 Penalty: 4629.606445
	Iteration 75Q: 3 clusters Score -1764116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1764117.000000 Penalty: 4629.606445
	Iteration 76Q: 3 clusters Score -1764117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1764118.000000 Penalty: 4629.606445
	Iteration 77Q: 3 clusters Score -1764118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1764117.375000 Penalty: 4629.606445
	Iteration 78Q: 3 clusters Score -1764117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1764118.875000 Penalty: 4629.606445
	Iteration 79Q: 3 clusters Score -1764119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1764115.000000 Penalty: 4629.606445
	Iteration 80F: 3 clusters Score -1764115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1764118.125000 Penalty: 4629.606445
	Iteration 81Q: 3 clusters Score -1764118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1764118.375000 Penalty: 4629.606445
	Iteration 82Q: 3 clusters Score -1764118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1764118.375000 Penalty: 4629.606445
	Iteration 83F: 3 clusters Score -1764118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (81186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81186 members 
Entering Unmasked Estep 
Score: -12807962.000000 Penalty: 2803.515381
	Iteration 0F: 2 clusters Score -1.280796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -12753682.000000 Penalty: 5607.030762
	Iteration 0F: 3 clusters Score -1.275368e+07 nChanged 38193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -12775380.000000 Penalty: 5607.030762
	Iteration 1F: 3 clusters Score -1.277538e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -12776041.000000 Penalty: 5607.030762
	Iteration 2Q: 3 clusters Score -1.277604e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -12777021.000000 Penalty: 5607.030762
	Iteration 3Q: 3 clusters Score -1.277702e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -12778502.000000 Penalty: 5607.030762
	Iteration 4Q: 3 clusters Score -1.27785e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -12780517.000000 Penalty: 5607.030762
	Iteration 5F: 3 clusters Score -1.278052e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -12783271.000000 Penalty: 5607.030762
	Iteration 6F: 3 clusters Score -1.278327e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 59595 members 
Entering Unmasked Estep 
Score: -12787151.000000 Penalty: 5607.030762
	Iteration 7F: 3 clusters Score -1.278715e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -12791832.000000 Penalty: 5607.030762
	Iteration 8F: 3 clusters Score -1.279183e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -12796828.000000 Penalty: 5607.030762
	Iteration 9F: 3 clusters Score -1.279683e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 75387 members 
Entering Unmasked Estep 
Score: -12800770.000000 Penalty: 5607.030762
	Iteration 10F: 3 clusters Score -1.280077e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 78131 members 
Entering Unmasked Estep 
Score: -12803128.000000 Penalty: 5607.030762
	Iteration 11Q: 3 clusters Score -1.280313e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 79549 members 
Entering Unmasked Estep 
Score: -12804352.000000 Penalty: 5607.030762
	Iteration 12Q: 3 clusters Score -1.280435e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 80208 members 
Entering Unmasked Estep 
Score: -12804941.000000 Penalty: 5607.030762
	Iteration 13Q: 3 clusters Score -1.280494e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 80490 members 
Entering Unmasked Estep 
Score: -12805237.000000 Penalty: 5607.030762
	Iteration 14Q: 3 clusters Score -1.280524e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 80622 members 
Entering Unmasked Estep 
Score: -12805328.000000 Penalty: 5607.030762
	Iteration 15Q: 3 clusters Score -1.280533e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 80689 members 
Entering Unmasked Estep 
Score: -12805409.000000 Penalty: 5607.030762
	Iteration 16Q: 3 clusters Score -1.280541e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 80737 members 
Entering Unmasked Estep 
Score: -12805443.000000 Penalty: 5607.030762
	Iteration 17Q: 3 clusters Score -1.280544e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -12805470.000000 Penalty: 5607.030762
	Iteration 18Q: 3 clusters Score -1.280547e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 80767 members 
Entering Unmasked Estep 
Score: -12805486.000000 Penalty: 5607.030762
	Iteration 19Q: 3 clusters Score -1.280549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -12805482.000000 Penalty: 5607.030762
	Iteration 20F: 3 clusters Score -1.280548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -12805485.000000 Penalty: 5607.030762
	Iteration 21Q: 3 clusters Score -1.280548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -12805489.000000 Penalty: 5607.030762
	Iteration 22Q: 3 clusters Score -1.280549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -12805513.000000 Penalty: 5607.030762
	Iteration 23Q: 3 clusters Score -1.280551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 80801 members 
Entering Unmasked Estep 
Score: -12805509.000000 Penalty: 5607.030762
	Iteration 24Q: 3 clusters Score -1.280551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 80807 members 
Entering Unmasked Estep 
Score: -12805498.000000 Penalty: 5607.030762
	Iteration 25Q: 3 clusters Score -1.28055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 80807 members 
Entering Unmasked Estep 
Score: -12805505.000000 Penalty: 5607.030762
	Iteration 26Q: 3 clusters Score -1.28055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 80809 members 
Entering Unmasked Estep 
Score: -12805509.000000 Penalty: 5607.030762
	Iteration 27Q: 3 clusters Score -1.280551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
Score: -12805522.000000 Penalty: 5607.030762
	Iteration 28Q: 3 clusters Score -1.280552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 80811 members 
Entering Unmasked Estep 
Score: -12805523.000000 Penalty: 5607.030762
	Iteration 29Q: 3 clusters Score -1.280552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 80812 members 
Entering Unmasked Estep 
Score: -12805531.000000 Penalty: 5607.030762
	Iteration 30Q: 3 clusters Score -1.280553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -12805543.000000 Penalty: 5607.030762
	Iteration 31Q: 3 clusters Score -1.280554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 80814 members 
Entering Unmasked Estep 
Score: -12805542.000000 Penalty: 5607.030762
	Iteration 32Q: 3 clusters Score -1.280554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 80814 members 
Entering Unmasked Estep 
Score: -12805538.000000 Penalty: 5607.030762
	Iteration 33Q: 3 clusters Score -1.280554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 80815 members 
Entering Unmasked Estep 
Score: -12805543.000000 Penalty: 5607.030762
	Iteration 34Q: 3 clusters Score -1.280554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 80815 members 
Entering Unmasked Estep 
Score: -12805535.000000 Penalty: 5607.030762
	Iteration 35Q: 3 clusters Score -1.280554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 80817 members 
Entering Unmasked Estep 
Score: -12805545.000000 Penalty: 5607.030762
	Iteration 36Q: 3 clusters Score -1.280554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 80819 members 
Entering Unmasked Estep 
Score: -12805550.000000 Penalty: 5607.030762
	Iteration 37Q: 3 clusters Score -1.280555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -12805558.000000 Penalty: 5607.030762
	Iteration 38Q: 3 clusters Score -1.280556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -12805566.000000 Penalty: 5607.030762
	Iteration 39Q: 3 clusters Score -1.280557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -12805566.000000 Penalty: 5607.030762
	Iteration 40F: 3 clusters Score -1.280557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 80822 members 
Entering Unmasked Estep 
Score: -12805555.000000 Penalty: 5607.030762
	Iteration 41Q: 3 clusters Score -1.280556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 80822 members 
Entering Unmasked Estep 
Score: -12805561.000000 Penalty: 5607.030762
	Iteration 42Q: 3 clusters Score -1.280556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -12805563.000000 Penalty: 5607.030762
	Iteration 43Q: 3 clusters Score -1.280556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -12805563.000000 Penalty: 5607.030762
	Iteration 44F: 3 clusters Score -1.280556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -748494.937500 Penalty: 2108.616455
	Iteration 0F: 2 clusters Score -748494.9 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 2373 members 
Entering Unmasked Estep 
Score: -744066.437500 Penalty: 4217.232910
	Iteration 0F: 3 clusters Score -744066.4 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -745272.437500 Penalty: 4217.232910
	Iteration 1F: 3 clusters Score -745272.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -745644.125000 Penalty: 4217.232910
	Iteration 2F: 3 clusters Score -745644.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -745906.500000 Penalty: 4217.232910
	Iteration 3F: 3 clusters Score -745906.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -746139.687500 Penalty: 4217.232910
	Iteration 4F: 3 clusters Score -746139.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -746330.125000 Penalty: 4217.232910
	Iteration 5Q: 3 clusters Score -746330.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -746480.625000 Penalty: 4217.232910
	Iteration 6Q: 3 clusters Score -746480.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -746591.812500 Penalty: 4217.232910
	Iteration 7Q: 3 clusters Score -746591.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -746688.250000 Penalty: 4217.232910
	Iteration 8Q: 3 clusters Score -746688.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -746786.125000 Penalty: 4217.232910
	Iteration 9Q: 3 clusters Score -746786.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -746858.687500 Penalty: 4217.232910
	Iteration 10Q: 3 clusters Score -746858.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -746917.250000 Penalty: 4217.232910
	Iteration 11Q: 3 clusters Score -746917.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -746961.250000 Penalty: 4217.232910
	Iteration 12Q: 3 clusters Score -746961.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -747005.250000 Penalty: 4217.232910
	Iteration 13Q: 3 clusters Score -747005.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -747034.500000 Penalty: 4217.232910
	Iteration 14Q: 3 clusters Score -747034.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -747058.000000 Penalty: 4217.232910
	Iteration 15Q: 3 clusters Score -747058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -747084.562500 Penalty: 4217.232910
	Iteration 16Q: 3 clusters Score -747084.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -747111.062500 Penalty: 4217.232910
	Iteration 17Q: 3 clusters Score -747111.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -747131.625000 Penalty: 4217.232910
	Iteration 18Q: 3 clusters Score -747131.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -747150.812500 Penalty: 4217.232910
	Iteration 19Q: 3 clusters Score -747150.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -747165.937500 Penalty: 4217.232910
	Iteration 20F: 3 clusters Score -747165.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -747184.125000 Penalty: 4217.232910
	Iteration 21Q: 3 clusters Score -747184.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -747197.125000 Penalty: 4217.232910
	Iteration 22Q: 3 clusters Score -747197.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -747208.437500 Penalty: 4217.232910
	Iteration 23Q: 3 clusters Score -747208.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -747216.750000 Penalty: 4217.232910
	Iteration 24Q: 3 clusters Score -747216.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -747224.187500 Penalty: 4217.232910
	Iteration 25Q: 3 clusters Score -747224.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -747230.562500 Penalty: 4217.232910
	Iteration 26Q: 3 clusters Score -747230.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -747234.687500 Penalty: 4217.232910
	Iteration 27Q: 3 clusters Score -747234.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -747243.187500 Penalty: 4217.232910
	Iteration 28Q: 3 clusters Score -747243.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -747261.375000 Penalty: 4217.232910
	Iteration 29Q: 3 clusters Score -747261.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -747269.750000 Penalty: 4217.232910
	Iteration 30Q: 3 clusters Score -747269.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -747275.250000 Penalty: 4217.232910
	Iteration 31Q: 3 clusters Score -747275.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -747283.187500 Penalty: 4217.232910
	Iteration 32Q: 3 clusters Score -747283.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -747287.750000 Penalty: 4217.232910
	Iteration 33Q: 3 clusters Score -747287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -747293.125000 Penalty: 4217.232910
	Iteration 34Q: 3 clusters Score -747293.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -747295.312500 Penalty: 4217.232910
	Iteration 35Q: 3 clusters Score -747295.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -747299.187500 Penalty: 4217.232910
	Iteration 36Q: 3 clusters Score -747299.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -747304.437500 Penalty: 4217.232910
	Iteration 37Q: 3 clusters Score -747304.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -747308.375000 Penalty: 4217.232910
	Iteration 38Q: 3 clusters Score -747308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -747311.000000 Penalty: 4217.232910
	Iteration 39Q: 3 clusters Score -747311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -747311.250000 Penalty: 4217.232910
	Iteration 40F: 3 clusters Score -747311.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Entering Unmasked Estep 
Score: -1140676.250000 Penalty: 2201.798340
	Iteration 0F: 2 clusters Score -1140676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1134762.750000 Penalty: 4403.596680
	Iteration 0F: 3 clusters Score -1134763 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1136382.500000 Penalty: 4403.596680
	Iteration 1F: 3 clusters Score -1136382 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1136681.125000 Penalty: 4403.596680
	Iteration 2F: 3 clusters Score -1136681 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1136955.000000 Penalty: 4403.596680
	Iteration 3F: 3 clusters Score -1136955 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1137243.750000 Penalty: 4403.596680
	Iteration 4F: 3 clusters Score -1137244 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1137605.250000 Penalty: 4403.596680
	Iteration 5F: 3 clusters Score -1137605 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1137987.750000 Penalty: 4403.596680
	Iteration 6F: 3 clusters Score -1137988 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1138360.375000 Penalty: 4403.596680
	Iteration 7F: 3 clusters Score -1138360 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1138732.250000 Penalty: 4403.596680
	Iteration 8F: 3 clusters Score -1138732 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1139090.125000 Penalty: 4403.596680
	Iteration 9F: 3 clusters Score -1139090 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1139366.000000 Penalty: 4403.596680
	Iteration 10Q: 3 clusters Score -1139366 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1139602.750000 Penalty: 4403.596680
	Iteration 11Q: 3 clusters Score -1139603 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1139770.625000 Penalty: 4403.596680
	Iteration 12Q: 3 clusters Score -1139771 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1139862.250000 Penalty: 4403.596680
	Iteration 13Q: 3 clusters Score -1139862 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1139911.750000 Penalty: 4403.596680
	Iteration 14Q: 3 clusters Score -1139912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1139946.125000 Penalty: 4403.596680
	Iteration 15Q: 3 clusters Score -1139946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1139968.375000 Penalty: 4403.596680
	Iteration 16Q: 3 clusters Score -1139968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1140002.375000 Penalty: 4403.596680
	Iteration 17Q: 3 clusters Score -1140002 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1140030.375000 Penalty: 4403.596680
	Iteration 18Q: 3 clusters Score -1140030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1140064.750000 Penalty: 4403.596680
	Iteration 19Q: 3 clusters Score -1140065 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1140098.500000 Penalty: 4403.596680
	Iteration 20F: 3 clusters Score -1140098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1140128.000000 Penalty: 4403.596680
	Iteration 21Q: 3 clusters Score -1140128 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1140155.000000 Penalty: 4403.596680
	Iteration 22Q: 3 clusters Score -1140155 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1140187.750000 Penalty: 4403.596680
	Iteration 23Q: 3 clusters Score -1140188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1140224.125000 Penalty: 4403.596680
	Iteration 24Q: 3 clusters Score -1140224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1140257.500000 Penalty: 4403.596680
	Iteration 25Q: 3 clusters Score -1140258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1140291.500000 Penalty: 4403.596680
	Iteration 26Q: 3 clusters Score -1140292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1140319.875000 Penalty: 4403.596680
	Iteration 27Q: 3 clusters Score -1140320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1140337.625000 Penalty: 4403.596680
	Iteration 28Q: 3 clusters Score -1140338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1140351.375000 Penalty: 4403.596680
	Iteration 29Q: 3 clusters Score -1140351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1140362.375000 Penalty: 4403.596680
	Iteration 30Q: 3 clusters Score -1140362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1140375.250000 Penalty: 4403.596680
	Iteration 31Q: 3 clusters Score -1140375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1140381.375000 Penalty: 4403.596680
	Iteration 32Q: 3 clusters Score -1140381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1140386.500000 Penalty: 4403.596680
	Iteration 33Q: 3 clusters Score -1140386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1140385.375000 Penalty: 4403.596680
	Iteration 34Q: 3 clusters Score -1140385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1140386.250000 Penalty: 4403.596680
	Iteration 35Q: 3 clusters Score -1140386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1140388.875000 Penalty: 4403.596680
	Iteration 36Q: 3 clusters Score -1140389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1140388.375000 Penalty: 4403.596680
	Iteration 37Q: 3 clusters Score -1140388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1140390.500000 Penalty: 4403.596680
	Iteration 38Q: 3 clusters Score -1140390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1140390.500000 Penalty: 4403.596680
	Iteration 39Q: 3 clusters Score -1140390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1140390.750000 Penalty: 4403.596680
	Iteration 40F: 3 clusters Score -1140391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1140391.000000 Penalty: 4403.596680
	Iteration 41Q: 3 clusters Score -1140391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1140391.125000 Penalty: 4403.596680
	Iteration 42Q: 3 clusters Score -1140391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1140391.125000 Penalty: 4403.596680
	Iteration 43F: 3 clusters Score -1140391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Entering Unmasked Estep 
Score: -4797090.500000 Penalty: 2574.563477
	Iteration 0F: 2 clusters Score -4797090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -4774944.000000 Penalty: 5149.126953
	Iteration 0F: 3 clusters Score -4774944 nChanged 14613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -4783382.000000 Penalty: 5149.126953
	Iteration 1F: 3 clusters Score -4783382 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -4784418.500000 Penalty: 5149.126953
	Iteration 2F: 3 clusters Score -4784418 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -4785620.500000 Penalty: 5149.126953
	Iteration 3F: 3 clusters Score -4785620 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -4787021.500000 Penalty: 5149.126953
	Iteration 4F: 3 clusters Score -4787022 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -4788410.500000 Penalty: 5149.126953
	Iteration 5F: 3 clusters Score -4788410 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -4789586.500000 Penalty: 5149.126953
	Iteration 6F: 3 clusters Score -4789586 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -4790550.500000 Penalty: 5149.126953
	Iteration 7F: 3 clusters Score -4790550 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -4791265.000000 Penalty: 5149.126953
	Iteration 8Q: 3 clusters Score -4791265 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -4791760.000000 Penalty: 5149.126953
	Iteration 9Q: 3 clusters Score -4791760 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -4792084.500000 Penalty: 5149.126953
	Iteration 10Q: 3 clusters Score -4792084 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -4792288.000000 Penalty: 5149.126953
	Iteration 11Q: 3 clusters Score -4792288 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -4792391.500000 Penalty: 5149.126953
	Iteration 12Q: 3 clusters Score -4792392 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -4792494.000000 Penalty: 5149.126953
	Iteration 13Q: 3 clusters Score -4792494 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -4792620.000000 Penalty: 5149.126953
	Iteration 14Q: 3 clusters Score -4792620 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -4792708.500000 Penalty: 5149.126953
	Iteration 15Q: 3 clusters Score -4792708 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -4792820.000000 Penalty: 5149.126953
	Iteration 16Q: 3 clusters Score -4792820 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -4792878.000000 Penalty: 5149.126953
	Iteration 17Q: 3 clusters Score -4792878 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -4792988.000000 Penalty: 5149.126953
	Iteration 18Q: 3 clusters Score -4792988 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -4793079.500000 Penalty: 5149.126953
	Iteration 19Q: 3 clusters Score -4793080 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -4793190.500000 Penalty: 5149.126953
	Iteration 20F: 3 clusters Score -4793190 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -4793335.000000 Penalty: 5149.126953
	Iteration 21Q: 3 clusters Score -4793335 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -4793464.000000 Penalty: 5149.126953
	Iteration 22Q: 3 clusters Score -4793464 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -4793568.000000 Penalty: 5149.126953
	Iteration 23Q: 3 clusters Score -4793568 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -4793689.500000 Penalty: 5149.126953
	Iteration 24Q: 3 clusters Score -4793690 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -4793785.000000 Penalty: 5149.126953
	Iteration 25Q: 3 clusters Score -4793785 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -4793907.500000 Penalty: 5149.126953
	Iteration 26Q: 3 clusters Score -4793908 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -4794032.500000 Penalty: 5149.126953
	Iteration 27Q: 3 clusters Score -4794032 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -4794146.500000 Penalty: 5149.126953
	Iteration 28Q: 3 clusters Score -4794146 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -4794254.500000 Penalty: 5149.126953
	Iteration 29Q: 3 clusters Score -4794254 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -4794388.000000 Penalty: 5149.126953
	Iteration 30Q: 3 clusters Score -4794388 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4794500.500000 Penalty: 5149.126953
	Iteration 31Q: 3 clusters Score -4794500 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -4794584.500000 Penalty: 5149.126953
	Iteration 32Q: 3 clusters Score -4794584 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -4794668.000000 Penalty: 5149.126953
	Iteration 33Q: 3 clusters Score -4794668 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4794722.500000 Penalty: 5149.126953
	Iteration 34Q: 3 clusters Score -4794722 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -4794790.500000 Penalty: 5149.126953
	Iteration 35Q: 3 clusters Score -4794790 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4794837.000000 Penalty: 5149.126953
	Iteration 36Q: 3 clusters Score -4794837 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -4794893.500000 Penalty: 5149.126953
	Iteration 37Q: 3 clusters Score -4794894 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4794945.000000 Penalty: 5149.126953
	Iteration 38Q: 3 clusters Score -4794945 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4795008.500000 Penalty: 5149.126953
	Iteration 39Q: 3 clusters Score -4795008 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4795050.000000 Penalty: 5149.126953
	Iteration 40F: 3 clusters Score -4795050 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4795075.000000 Penalty: 5149.126953
	Iteration 41Q: 3 clusters Score -4795075 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4795110.500000 Penalty: 5149.126953
	Iteration 42Q: 3 clusters Score -4795110 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4795125.000000 Penalty: 5149.126953
	Iteration 43Q: 3 clusters Score -4795125 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4795159.000000 Penalty: 5149.126953
	Iteration 44Q: 3 clusters Score -4795159 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4795180.000000 Penalty: 5149.126953
	Iteration 45Q: 3 clusters Score -4795180 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4795202.500000 Penalty: 5149.126953
	Iteration 46Q: 3 clusters Score -4795202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4795206.500000 Penalty: 5149.126953
	Iteration 47Q: 3 clusters Score -4795206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4795221.500000 Penalty: 5149.126953
	Iteration 48Q: 3 clusters Score -4795222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4795233.500000 Penalty: 5149.126953
	Iteration 49Q: 3 clusters Score -4795234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4795244.500000 Penalty: 5149.126953
	Iteration 50Q: 3 clusters Score -4795244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4795257.500000 Penalty: 5149.126953
	Iteration 51Q: 3 clusters Score -4795258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4795260.000000 Penalty: 5149.126953
	Iteration 52Q: 3 clusters Score -4795260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4795261.000000 Penalty: 5149.126953
	Iteration 53Q: 3 clusters Score -4795261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4795261.500000 Penalty: 5149.126953
	Iteration 54Q: 3 clusters Score -4795262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4795264.000000 Penalty: 5149.126953
	Iteration 55Q: 3 clusters Score -4795264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4795266.500000 Penalty: 5149.126953
	Iteration 56Q: 3 clusters Score -4795266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4795261.000000 Penalty: 5149.126953
	Iteration 57Q: 3 clusters Score -4795261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4795265.500000 Penalty: 5149.126953
	Iteration 58Q: 3 clusters Score -4795266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4795268.500000 Penalty: 5149.126953
	Iteration 59Q: 3 clusters Score -4795268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4795268.500000 Penalty: 5149.126953
	Iteration 60F: 3 clusters Score -4795268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4795267.500000 Penalty: 5149.126953
	Iteration 61Q: 3 clusters Score -4795268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4795264.000000 Penalty: 5149.126953
	Iteration 62Q: 3 clusters Score -4795264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4795261.000000 Penalty: 5149.126953
	Iteration 63Q: 3 clusters Score -4795261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4795267.000000 Penalty: 5149.126953
	Iteration 64Q: 3 clusters Score -4795267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4795270.000000 Penalty: 5149.126953
	Iteration 65Q: 3 clusters Score -4795270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4795274.500000 Penalty: 5149.126953
	Iteration 66Q: 3 clusters Score -4795274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4795278.500000 Penalty: 5149.126953
	Iteration 67Q: 3 clusters Score -4795278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4795276.500000 Penalty: 5149.126953
	Iteration 68Q: 3 clusters Score -4795276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4795267.500000 Penalty: 5149.126953
	Iteration 69Q: 3 clusters Score -4795268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4795272.500000 Penalty: 5149.126953
	Iteration 70Q: 3 clusters Score -4795272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4795272.500000 Penalty: 5149.126953
	Iteration 71Q: 3 clusters Score -4795272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4795274.000000 Penalty: 5149.126953
	Iteration 72Q: 3 clusters Score -4795274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4795279.000000 Penalty: 5149.126953
	Iteration 73Q: 3 clusters Score -4795279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4795281.000000 Penalty: 5149.126953
	Iteration 74Q: 3 clusters Score -4795281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4795285.500000 Penalty: 5149.126953
	Iteration 75Q: 3 clusters Score -4795286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4795289.000000 Penalty: 5149.126953
	Iteration 76Q: 3 clusters Score -4795289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4795291.500000 Penalty: 5149.126953
	Iteration 77Q: 3 clusters Score -4795292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4795289.500000 Penalty: 5149.126953
	Iteration 78Q: 3 clusters Score -4795290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4795290.500000 Penalty: 5149.126953
	Iteration 79Q: 3 clusters Score -4795290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4795290.000000 Penalty: 5149.126953
	Iteration 80F: 3 clusters Score -4795290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4795294.000000 Penalty: 5149.126953
	Iteration 81Q: 3 clusters Score -4795294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4795300.000000 Penalty: 5149.126953
	Iteration 82Q: 3 clusters Score -4795300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4795292.000000 Penalty: 5149.126953
	Iteration 83Q: 3 clusters Score -4795292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4795292.000000 Penalty: 5149.126953
	Iteration 84Q: 3 clusters Score -4795292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4795292.000000 Penalty: 5149.126953
	Iteration 85F: 3 clusters Score -4795292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Entering Unmasked Estep 
Score: -592612.125000 Penalty: 2076.870117
	Iteration 0F: 2 clusters Score -592612.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -588569.125000 Penalty: 4153.740234
	Iteration 0F: 3 clusters Score -588569.1 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -589959.375000 Penalty: 4153.740234
	Iteration 1F: 3 clusters Score -589959.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -590597.500000 Penalty: 4153.740234
	Iteration 2F: 3 clusters Score -590597.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -591032.250000 Penalty: 4153.740234
	Iteration 3F: 3 clusters Score -591032.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -591302.937500 Penalty: 4153.740234
	Iteration 4F: 3 clusters Score -591302.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -591441.875000 Penalty: 4153.740234
	Iteration 5Q: 3 clusters Score -591441.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -591529.125000 Penalty: 4153.740234
	Iteration 6Q: 3 clusters Score -591529.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -591592.187500 Penalty: 4153.740234
	Iteration 7Q: 3 clusters Score -591592.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -591634.000000 Penalty: 4153.740234
	Iteration 8Q: 3 clusters Score -591634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -591682.187500 Penalty: 4153.740234
	Iteration 9Q: 3 clusters Score -591682.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -591720.562500 Penalty: 4153.740234
	Iteration 10Q: 3 clusters Score -591720.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -591747.875000 Penalty: 4153.740234
	Iteration 11Q: 3 clusters Score -591747.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -591769.187500 Penalty: 4153.740234
	Iteration 12Q: 3 clusters Score -591769.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -591784.437500 Penalty: 4153.740234
	Iteration 13Q: 3 clusters Score -591784.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -591795.187500 Penalty: 4153.740234
	Iteration 14Q: 3 clusters Score -591795.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -591804.937500 Penalty: 4153.740234
	Iteration 15Q: 3 clusters Score -591804.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -591811.312500 Penalty: 4153.740234
	Iteration 16Q: 3 clusters Score -591811.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -591817.312500 Penalty: 4153.740234
	Iteration 17Q: 3 clusters Score -591817.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -591822.437500 Penalty: 4153.740234
	Iteration 18Q: 3 clusters Score -591822.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -591826.875000 Penalty: 4153.740234
	Iteration 19Q: 3 clusters Score -591826.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -591835.625000 Penalty: 4153.740234
	Iteration 20F: 3 clusters Score -591835.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -591843.000000 Penalty: 4153.740234
	Iteration 21Q: 3 clusters Score -591843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -591847.250000 Penalty: 4153.740234
	Iteration 22Q: 3 clusters Score -591847.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -591849.187500 Penalty: 4153.740234
	Iteration 23Q: 3 clusters Score -591849.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -591851.375000 Penalty: 4153.740234
	Iteration 24Q: 3 clusters Score -591851.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -591851.625000 Penalty: 4153.740234
	Iteration 25Q: 3 clusters Score -591851.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -591852.562500 Penalty: 4153.740234
	Iteration 26Q: 3 clusters Score -591852.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -591854.812500 Penalty: 4153.740234
	Iteration 27Q: 3 clusters Score -591854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -591858.625000 Penalty: 4153.740234
	Iteration 28Q: 3 clusters Score -591858.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -591865.250000 Penalty: 4153.740234
	Iteration 29Q: 3 clusters Score -591865.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -591871.750000 Penalty: 4153.740234
	Iteration 30Q: 3 clusters Score -591871.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -591882.250000 Penalty: 4153.740234
	Iteration 31Q: 3 clusters Score -591882.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -591892.500000 Penalty: 4153.740234
	Iteration 32Q: 3 clusters Score -591892.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -591901.875000 Penalty: 4153.740234
	Iteration 33Q: 3 clusters Score -591901.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -591913.812500 Penalty: 4153.740234
	Iteration 34Q: 3 clusters Score -591913.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -591921.312500 Penalty: 4153.740234
	Iteration 35Q: 3 clusters Score -591921.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -591928.625000 Penalty: 4153.740234
	Iteration 36Q: 3 clusters Score -591928.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -591936.062500 Penalty: 4153.740234
	Iteration 37Q: 3 clusters Score -591936.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -591938.937500 Penalty: 4153.740234
	Iteration 38Q: 3 clusters Score -591938.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -591943.000000 Penalty: 4153.740234
	Iteration 39Q: 3 clusters Score -591943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -591943.437500 Penalty: 4153.740234
	Iteration 40F: 3 clusters Score -591943.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -591946.375000 Penalty: 4153.740234
	Iteration 41Q: 3 clusters Score -591946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -591945.562500 Penalty: 4153.740234
	Iteration 42Q: 3 clusters Score -591945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -591946.750000 Penalty: 4153.740234
	Iteration 43Q: 3 clusters Score -591946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -591947.250000 Penalty: 4153.740234
	Iteration 44Q: 3 clusters Score -591947.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -591947.250000 Penalty: 4153.740234
	Iteration 45F: 3 clusters Score -591947.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Entering Unmasked Estep 
Score: -1158830.375000 Penalty: 2207.943848
	Iteration 0F: 2 clusters Score -1158830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1152771.000000 Penalty: 4415.887695
	Iteration 0F: 3 clusters Score -1152771 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1154372.125000 Penalty: 4415.887695
	Iteration 1F: 3 clusters Score -1154372 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1154635.500000 Penalty: 4415.887695
	Iteration 2F: 3 clusters Score -1154636 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1154832.000000 Penalty: 4415.887695
	Iteration 3F: 3 clusters Score -1154832 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1154983.750000 Penalty: 4415.887695
	Iteration 4Q: 3 clusters Score -1154984 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1155118.375000 Penalty: 4415.887695
	Iteration 5Q: 3 clusters Score -1155118 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1155244.625000 Penalty: 4415.887695
	Iteration 6Q: 3 clusters Score -1155245 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1155374.875000 Penalty: 4415.887695
	Iteration 7Q: 3 clusters Score -1155375 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1155516.375000 Penalty: 4415.887695
	Iteration 8Q: 3 clusters Score -1155516 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1155663.750000 Penalty: 4415.887695
	Iteration 9Q: 3 clusters Score -1155664 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1155790.750000 Penalty: 4415.887695
	Iteration 10Q: 3 clusters Score -1155791 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1155919.625000 Penalty: 4415.887695
	Iteration 11Q: 3 clusters Score -1155920 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1156054.875000 Penalty: 4415.887695
	Iteration 12Q: 3 clusters Score -1156055 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1156168.000000 Penalty: 4415.887695
	Iteration 13Q: 3 clusters Score -1156168 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1156260.875000 Penalty: 4415.887695
	Iteration 14Q: 3 clusters Score -1156261 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1156338.000000 Penalty: 4415.887695
	Iteration 15Q: 3 clusters Score -1156338 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1156391.375000 Penalty: 4415.887695
	Iteration 16Q: 3 clusters Score -1156391 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1156436.125000 Penalty: 4415.887695
	Iteration 17Q: 3 clusters Score -1156436 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1156470.250000 Penalty: 4415.887695
	Iteration 18Q: 3 clusters Score -1156470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1156507.375000 Penalty: 4415.887695
	Iteration 19Q: 3 clusters Score -1156507 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1156547.625000 Penalty: 4415.887695
	Iteration 20F: 3 clusters Score -1156548 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1156580.750000 Penalty: 4415.887695
	Iteration 21Q: 3 clusters Score -1156581 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1156615.625000 Penalty: 4415.887695
	Iteration 22Q: 3 clusters Score -1156616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1156646.125000 Penalty: 4415.887695
	Iteration 23Q: 3 clusters Score -1156646 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1156682.250000 Penalty: 4415.887695
	Iteration 24Q: 3 clusters Score -1156682 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1156712.125000 Penalty: 4415.887695
	Iteration 25Q: 3 clusters Score -1156712 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1156741.875000 Penalty: 4415.887695
	Iteration 26Q: 3 clusters Score -1156742 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1156771.250000 Penalty: 4415.887695
	Iteration 27Q: 3 clusters Score -1156771 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1156796.625000 Penalty: 4415.887695
	Iteration 28Q: 3 clusters Score -1156797 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1156826.500000 Penalty: 4415.887695
	Iteration 29Q: 3 clusters Score -1156826 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1156849.750000 Penalty: 4415.887695
	Iteration 30Q: 3 clusters Score -1156850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1156861.500000 Penalty: 4415.887695
	Iteration 31Q: 3 clusters Score -1156862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1156870.375000 Penalty: 4415.887695
	Iteration 32Q: 3 clusters Score -1156870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1156878.750000 Penalty: 4415.887695
	Iteration 33Q: 3 clusters Score -1156879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1156890.375000 Penalty: 4415.887695
	Iteration 34Q: 3 clusters Score -1156890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1156905.375000 Penalty: 4415.887695
	Iteration 35Q: 3 clusters Score -1156905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1156910.500000 Penalty: 4415.887695
	Iteration 36Q: 3 clusters Score -1156910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1156921.500000 Penalty: 4415.887695
	Iteration 37Q: 3 clusters Score -1156922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1156928.125000 Penalty: 4415.887695
	Iteration 38Q: 3 clusters Score -1156928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1156938.250000 Penalty: 4415.887695
	Iteration 39Q: 3 clusters Score -1156938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1156948.625000 Penalty: 4415.887695
	Iteration 40F: 3 clusters Score -1156949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1156959.375000 Penalty: 4415.887695
	Iteration 41Q: 3 clusters Score -1156959 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1156969.375000 Penalty: 4415.887695
	Iteration 42Q: 3 clusters Score -1156969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1156978.750000 Penalty: 4415.887695
	Iteration 43Q: 3 clusters Score -1156979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1156985.625000 Penalty: 4415.887695
	Iteration 44Q: 3 clusters Score -1156986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1156995.625000 Penalty: 4415.887695
	Iteration 45Q: 3 clusters Score -1156996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1157008.750000 Penalty: 4415.887695
	Iteration 46Q: 3 clusters Score -1157009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1157024.375000 Penalty: 4415.887695
	Iteration 47Q: 3 clusters Score -1157024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1157034.875000 Penalty: 4415.887695
	Iteration 48Q: 3 clusters Score -1157035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1157049.125000 Penalty: 4415.887695
	Iteration 49Q: 3 clusters Score -1157049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1157058.250000 Penalty: 4415.887695
	Iteration 50Q: 3 clusters Score -1157058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1157066.375000 Penalty: 4415.887695
	Iteration 51Q: 3 clusters Score -1157066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1157072.125000 Penalty: 4415.887695
	Iteration 52Q: 3 clusters Score -1157072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1157082.000000 Penalty: 4415.887695
	Iteration 53Q: 3 clusters Score -1157082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1157088.875000 Penalty: 4415.887695
	Iteration 54Q: 3 clusters Score -1157089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1157092.625000 Penalty: 4415.887695
	Iteration 55Q: 3 clusters Score -1157093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1157104.250000 Penalty: 4415.887695
	Iteration 56Q: 3 clusters Score -1157104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1157115.750000 Penalty: 4415.887695
	Iteration 57Q: 3 clusters Score -1157116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1157123.625000 Penalty: 4415.887695
	Iteration 58Q: 3 clusters Score -1157124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1157128.125000 Penalty: 4415.887695
	Iteration 59Q: 3 clusters Score -1157128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1157131.500000 Penalty: 4415.887695
	Iteration 60F: 3 clusters Score -1157132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1157137.250000 Penalty: 4415.887695
	Iteration 61Q: 3 clusters Score -1157137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1157143.375000 Penalty: 4415.887695
	Iteration 62Q: 3 clusters Score -1157143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1157145.750000 Penalty: 4415.887695
	Iteration 63Q: 3 clusters Score -1157146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1157149.750000 Penalty: 4415.887695
	Iteration 64Q: 3 clusters Score -1157150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1157155.875000 Penalty: 4415.887695
	Iteration 65Q: 3 clusters Score -1157156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1157158.250000 Penalty: 4415.887695
	Iteration 66Q: 3 clusters Score -1157158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1157164.125000 Penalty: 4415.887695
	Iteration 67Q: 3 clusters Score -1157164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1157165.875000 Penalty: 4415.887695
	Iteration 68Q: 3 clusters Score -1157166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1157166.500000 Penalty: 4415.887695
	Iteration 69Q: 3 clusters Score -1157166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1157167.750000 Penalty: 4415.887695
	Iteration 70Q: 3 clusters Score -1157168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1157170.125000 Penalty: 4415.887695
	Iteration 71Q: 3 clusters Score -1157170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1157169.250000 Penalty: 4415.887695
	Iteration 72Q: 3 clusters Score -1157169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1157172.125000 Penalty: 4415.887695
	Iteration 73Q: 3 clusters Score -1157172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1157173.000000 Penalty: 4415.887695
	Iteration 74Q: 3 clusters Score -1157173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1157174.000000 Penalty: 4415.887695
	Iteration 75Q: 3 clusters Score -1157174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1157175.000000 Penalty: 4415.887695
	Iteration 76Q: 3 clusters Score -1157175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1157175.000000 Penalty: 4415.887695
	Iteration 77F: 3 clusters Score -1157175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (97665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97665 members 
Entering Unmasked Estep 
Score: -15733855.000000 Penalty: 2849.346191
	Iteration 0F: 2 clusters Score -1.573386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -15672394.000000 Penalty: 5698.692383
	Iteration 0F: 3 clusters Score -1.567239e+07 nChanged 45992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -15698223.000000 Penalty: 5698.692383
	Iteration 1F: 3 clusters Score -1.569822e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -15698839.000000 Penalty: 5698.692383
	Iteration 2Q: 3 clusters Score -1.569884e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -15699734.000000 Penalty: 5698.692383
	Iteration 3Q: 3 clusters Score -1.569973e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -15701117.000000 Penalty: 5698.692383
	Iteration 4Q: 3 clusters Score -1.570112e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -15703353.000000 Penalty: 5698.692383
	Iteration 5Q: 3 clusters Score -1.570335e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68401 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -15707635.000000 Penalty: 5698.692383
	Iteration 6F: 3 clusters Score -1.570764e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -15713972.000000 Penalty: 5698.692383
	Iteration 7F: 3 clusters Score -1.571397e+07 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85068 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -15721344.000000 Penalty: 5698.692383
	Iteration 8F: 3 clusters Score -1.572134e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91703 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -15726866.000000 Penalty: 5698.692383
	Iteration 9F: 3 clusters Score -1.572687e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95392 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -15729758.000000 Penalty: 5698.692383
	Iteration 10Q: 3 clusters Score -1.572976e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96740 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -15730702.000000 Penalty: 5698.692383
	Iteration 11Q: 3 clusters Score -1.57307e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97156 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -15731069.000000 Penalty: 5698.692383
	Iteration 12Q: 3 clusters Score -1.573107e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -15731185.000000 Penalty: 5698.692383
	Iteration 13Q: 3 clusters Score -1.573118e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97331 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -15731268.000000 Penalty: 5698.692383
	Iteration 14Q: 3 clusters Score -1.573127e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97357 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -15731312.000000 Penalty: 5698.692383
	Iteration 15Q: 3 clusters Score -1.573131e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97367 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -15731353.000000 Penalty: 5698.692383
	Iteration 16Q: 3 clusters Score -1.573135e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97372 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -15731386.000000 Penalty: 5698.692383
	Iteration 17Q: 3 clusters Score -1.573139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97372 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -15731393.000000 Penalty: 5698.692383
	Iteration 18Q: 3 clusters Score -1.573139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97373 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -15731404.000000 Penalty: 5698.692383
	Iteration 19Q: 3 clusters Score -1.57314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -15731405.000000 Penalty: 5698.692383
	Iteration 20F: 3 clusters Score -1.57314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97373 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -15731408.000000 Penalty: 5698.692383
	Iteration 21Q: 3 clusters Score -1.573141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97372 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -15731411.000000 Penalty: 5698.692383
	Iteration 22Q: 3 clusters Score -1.573141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97373 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -15731407.000000 Penalty: 5698.692383
	Iteration 23Q: 3 clusters Score -1.573141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97374 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -15731420.000000 Penalty: 5698.692383
	Iteration 24Q: 3 clusters Score -1.573142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97374 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -15731435.000000 Penalty: 5698.692383
	Iteration 25Q: 3 clusters Score -1.573144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97377 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15731420.000000 Penalty: 5698.692383
	Iteration 26Q: 3 clusters Score -1.573142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97377 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15731422.000000 Penalty: 5698.692383
	Iteration 27Q: 3 clusters Score -1.573142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97379 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -15731427.000000 Penalty: 5698.692383
	Iteration 28Q: 3 clusters Score -1.573143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -15731439.000000 Penalty: 5698.692383
	Iteration 29Q: 3 clusters Score -1.573144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97381 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -15731442.000000 Penalty: 5698.692383
	Iteration 30Q: 3 clusters Score -1.573144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97381 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -15731442.000000 Penalty: 5698.692383
	Iteration 31F: 3 clusters Score -1.573144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Entering Unmasked Estep 
Score: -961081.937500 Penalty: 2166.370361
	Iteration 0F: 2 clusters Score -961081.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -955797.000000 Penalty: 4332.740723
	Iteration 0F: 3 clusters Score -955797 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -957201.437500 Penalty: 4332.740723
	Iteration 1F: 3 clusters Score -957201.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -957505.625000 Penalty: 4332.740723
	Iteration 2F: 3 clusters Score -957505.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -957747.750000 Penalty: 4332.740723
	Iteration 3F: 3 clusters Score -957747.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -957956.125000 Penalty: 4332.740723
	Iteration 4F: 3 clusters Score -957956.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -958132.000000 Penalty: 4332.740723
	Iteration 5Q: 3 clusters Score -958132 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -958292.937500 Penalty: 4332.740723
	Iteration 6Q: 3 clusters Score -958292.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -958481.437500 Penalty: 4332.740723
	Iteration 7Q: 3 clusters Score -958481.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -958655.062500 Penalty: 4332.740723
	Iteration 8Q: 3 clusters Score -958655.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -958843.437500 Penalty: 4332.740723
	Iteration 9Q: 3 clusters Score -958843.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -959051.125000 Penalty: 4332.740723
	Iteration 10Q: 3 clusters Score -959051.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -959211.437500 Penalty: 4332.740723
	Iteration 11Q: 3 clusters Score -959211.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -959351.187500 Penalty: 4332.740723
	Iteration 12Q: 3 clusters Score -959351.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -959480.187500 Penalty: 4332.740723
	Iteration 13Q: 3 clusters Score -959480.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -959585.687500 Penalty: 4332.740723
	Iteration 14Q: 3 clusters Score -959585.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -959671.875000 Penalty: 4332.740723
	Iteration 15Q: 3 clusters Score -959671.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -959748.187500 Penalty: 4332.740723
	Iteration 16Q: 3 clusters Score -959748.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -959806.750000 Penalty: 4332.740723
	Iteration 17Q: 3 clusters Score -959806.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -959854.562500 Penalty: 4332.740723
	Iteration 18Q: 3 clusters Score -959854.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -959901.250000 Penalty: 4332.740723
	Iteration 19Q: 3 clusters Score -959901.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -959952.375000 Penalty: 4332.740723
	Iteration 20F: 3 clusters Score -959952.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -960007.250000 Penalty: 4332.740723
	Iteration 21Q: 3 clusters Score -960007.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -960057.750000 Penalty: 4332.740723
	Iteration 22Q: 3 clusters Score -960057.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -960098.125000 Penalty: 4332.740723
	Iteration 23Q: 3 clusters Score -960098.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -960137.062500 Penalty: 4332.740723
	Iteration 24Q: 3 clusters Score -960137.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -960168.125000 Penalty: 4332.740723
	Iteration 25Q: 3 clusters Score -960168.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -960195.312500 Penalty: 4332.740723
	Iteration 26Q: 3 clusters Score -960195.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -960211.250000 Penalty: 4332.740723
	Iteration 27Q: 3 clusters Score -960211.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -960226.250000 Penalty: 4332.740723
	Iteration 28Q: 3 clusters Score -960226.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -960237.625000 Penalty: 4332.740723
	Iteration 29Q: 3 clusters Score -960237.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -960248.687500 Penalty: 4332.740723
	Iteration 30Q: 3 clusters Score -960248.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -960258.375000 Penalty: 4332.740723
	Iteration 31Q: 3 clusters Score -960258.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -960265.625000 Penalty: 4332.740723
	Iteration 32Q: 3 clusters Score -960265.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -960269.750000 Penalty: 4332.740723
	Iteration 33Q: 3 clusters Score -960269.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -960275.812500 Penalty: 4332.740723
	Iteration 34Q: 3 clusters Score -960275.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -960280.687500 Penalty: 4332.740723
	Iteration 35Q: 3 clusters Score -960280.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -960281.562500 Penalty: 4332.740723
	Iteration 36Q: 3 clusters Score -960281.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -960282.625000 Penalty: 4332.740723
	Iteration 37Q: 3 clusters Score -960282.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -960282.125000 Penalty: 4332.740723
	Iteration 38Q: 3 clusters Score -960282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -960282.125000 Penalty: 4332.740723
	Iteration 39F: 3 clusters Score -960282.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -37123.027344 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -37123.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35996.613281 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -35996.61 nChanged 37
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: -36133.996094 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -36134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36155.007812 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -36155.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36158.464844 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -36158.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36158.464844 Penalty: 2776.817383
	Iteration 4F: 3 clusters Score -36158.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Entering Unmasked Estep 
Score: -987263.687500 Penalty: 2168.791016
	Iteration 0F: 2 clusters Score -987263.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -981944.187500 Penalty: 4337.582031
	Iteration 0F: 3 clusters Score -981944.2 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -983355.187500 Penalty: 4337.582031
	Iteration 1F: 3 clusters Score -983355.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -983603.437500 Penalty: 4337.582031
	Iteration 2F: 3 clusters Score -983603.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -983780.687500 Penalty: 4337.582031
	Iteration 3F: 3 clusters Score -983780.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -983940.875000 Penalty: 4337.582031
	Iteration 4Q: 3 clusters Score -983940.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -984092.750000 Penalty: 4337.582031
	Iteration 5Q: 3 clusters Score -984092.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -984240.812500 Penalty: 4337.582031
	Iteration 6Q: 3 clusters Score -984240.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -984411.000000 Penalty: 4337.582031
	Iteration 7Q: 3 clusters Score -984411 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -984570.750000 Penalty: 4337.582031
	Iteration 8Q: 3 clusters Score -984570.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -984722.812500 Penalty: 4337.582031
	Iteration 9Q: 3 clusters Score -984722.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -984823.937500 Penalty: 4337.582031
	Iteration 10Q: 3 clusters Score -984823.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -984892.437500 Penalty: 4337.582031
	Iteration 11Q: 3 clusters Score -984892.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -984939.187500 Penalty: 4337.582031
	Iteration 12Q: 3 clusters Score -984939.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -984967.437500 Penalty: 4337.582031
	Iteration 13Q: 3 clusters Score -984967.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -984997.187500 Penalty: 4337.582031
	Iteration 14Q: 3 clusters Score -984997.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -985012.562500 Penalty: 4337.582031
	Iteration 15Q: 3 clusters Score -985012.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -985031.062500 Penalty: 4337.582031
	Iteration 16Q: 3 clusters Score -985031.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -985042.875000 Penalty: 4337.582031
	Iteration 17Q: 3 clusters Score -985042.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -985060.250000 Penalty: 4337.582031
	Iteration 18Q: 3 clusters Score -985060.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -985073.687500 Penalty: 4337.582031
	Iteration 19Q: 3 clusters Score -985073.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -985084.437500 Penalty: 4337.582031
	Iteration 20F: 3 clusters Score -985084.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -985096.437500 Penalty: 4337.582031
	Iteration 21Q: 3 clusters Score -985096.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -985103.250000 Penalty: 4337.582031
	Iteration 22Q: 3 clusters Score -985103.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -985107.687500 Penalty: 4337.582031
	Iteration 23Q: 3 clusters Score -985107.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -985111.250000 Penalty: 4337.582031
	Iteration 24Q: 3 clusters Score -985111.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -985115.937500 Penalty: 4337.582031
	Iteration 25Q: 3 clusters Score -985115.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -985118.250000 Penalty: 4337.582031
	Iteration 26Q: 3 clusters Score -985118.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -985123.250000 Penalty: 4337.582031
	Iteration 27Q: 3 clusters Score -985123.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -985128.937500 Penalty: 4337.582031
	Iteration 28Q: 3 clusters Score -985128.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -985139.312500 Penalty: 4337.582031
	Iteration 29Q: 3 clusters Score -985139.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -985142.125000 Penalty: 4337.582031
	Iteration 30Q: 3 clusters Score -985142.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -985146.437500 Penalty: 4337.582031
	Iteration 31Q: 3 clusters Score -985146.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -985151.375000 Penalty: 4337.582031
	Iteration 32Q: 3 clusters Score -985151.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -985152.875000 Penalty: 4337.582031
	Iteration 33Q: 3 clusters Score -985152.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -985154.250000 Penalty: 4337.582031
	Iteration 34Q: 3 clusters Score -985154.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -985156.500000 Penalty: 4337.582031
	Iteration 35Q: 3 clusters Score -985156.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -985160.875000 Penalty: 4337.582031
	Iteration 36Q: 3 clusters Score -985160.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -985167.312500 Penalty: 4337.582031
	Iteration 37Q: 3 clusters Score -985167.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -985171.250000 Penalty: 4337.582031
	Iteration 38Q: 3 clusters Score -985171.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -985170.500000 Penalty: 4337.582031
	Iteration 39Q: 3 clusters Score -985170.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -985176.312500 Penalty: 4337.582031
	Iteration 40F: 3 clusters Score -985176.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -985178.187500 Penalty: 4337.582031
	Iteration 41Q: 3 clusters Score -985178.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -985182.812500 Penalty: 4337.582031
	Iteration 42Q: 3 clusters Score -985182.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -985184.250000 Penalty: 4337.582031
	Iteration 43Q: 3 clusters Score -985184.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -985185.937500 Penalty: 4337.582031
	Iteration 44Q: 3 clusters Score -985185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -985184.000000 Penalty: 4337.582031
	Iteration 45Q: 3 clusters Score -985184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -985185.187500 Penalty: 4337.582031
	Iteration 46Q: 3 clusters Score -985185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -985186.625000 Penalty: 4337.582031
	Iteration 47Q: 3 clusters Score -985186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -985188.312500 Penalty: 4337.582031
	Iteration 48Q: 3 clusters Score -985188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -985188.375000 Penalty: 4337.582031
	Iteration 49Q: 3 clusters Score -985188.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -985190.000000 Penalty: 4337.582031
	Iteration 50Q: 3 clusters Score -985190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -985192.312500 Penalty: 4337.582031
	Iteration 51Q: 3 clusters Score -985192.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -985191.312500 Penalty: 4337.582031
	Iteration 52Q: 3 clusters Score -985191.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -985192.812500 Penalty: 4337.582031
	Iteration 53Q: 3 clusters Score -985192.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -985194.250000 Penalty: 4337.582031
	Iteration 54Q: 3 clusters Score -985194.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -985198.250000 Penalty: 4337.582031
	Iteration 55Q: 3 clusters Score -985198.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -985199.812500 Penalty: 4337.582031
	Iteration 56Q: 3 clusters Score -985199.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -985203.312500 Penalty: 4337.582031
	Iteration 57Q: 3 clusters Score -985203.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -985204.875000 Penalty: 4337.582031
	Iteration 58Q: 3 clusters Score -985204.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -985205.937500 Penalty: 4337.582031
	Iteration 59Q: 3 clusters Score -985205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -985208.875000 Penalty: 4337.582031
	Iteration 60F: 3 clusters Score -985208.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -985210.562500 Penalty: 4337.582031
	Iteration 61Q: 3 clusters Score -985210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -985210.125000 Penalty: 4337.582031
	Iteration 62Q: 3 clusters Score -985210.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -985210.125000 Penalty: 4337.582031
	Iteration 63F: 3 clusters Score -985210.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Entering Unmasked Estep 
Score: -1375551.250000 Penalty: 2251.530029
	Iteration 0F: 2 clusters Score -1375551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1368688.250000 Penalty: 4503.060059
	Iteration 0F: 3 clusters Score -1368688 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1370638.500000 Penalty: 4503.060059
	Iteration 1F: 3 clusters Score -1370638 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1370990.000000 Penalty: 4503.060059
	Iteration 2F: 3 clusters Score -1370990 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1371255.625000 Penalty: 4503.060059
	Iteration 3F: 3 clusters Score -1371256 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1371456.000000 Penalty: 4503.060059
	Iteration 4Q: 3 clusters Score -1371456 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1371609.250000 Penalty: 4503.060059
	Iteration 5Q: 3 clusters Score -1371609 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1371732.875000 Penalty: 4503.060059
	Iteration 6Q: 3 clusters Score -1371733 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1371827.875000 Penalty: 4503.060059
	Iteration 7Q: 3 clusters Score -1371828 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1371904.875000 Penalty: 4503.060059
	Iteration 8Q: 3 clusters Score -1371905 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1371987.125000 Penalty: 4503.060059
	Iteration 9Q: 3 clusters Score -1371987 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1372070.750000 Penalty: 4503.060059
	Iteration 10Q: 3 clusters Score -1372071 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1372154.250000 Penalty: 4503.060059
	Iteration 11Q: 3 clusters Score -1372154 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1372240.000000 Penalty: 4503.060059
	Iteration 12Q: 3 clusters Score -1372240 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1372305.750000 Penalty: 4503.060059
	Iteration 13Q: 3 clusters Score -1372306 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1372370.750000 Penalty: 4503.060059
	Iteration 14Q: 3 clusters Score -1372371 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1372433.250000 Penalty: 4503.060059
	Iteration 15Q: 3 clusters Score -1372433 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1372490.500000 Penalty: 4503.060059
	Iteration 16Q: 3 clusters Score -1372490 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1372553.875000 Penalty: 4503.060059
	Iteration 17Q: 3 clusters Score -1372554 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1372629.750000 Penalty: 4503.060059
	Iteration 18Q: 3 clusters Score -1372630 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1372712.375000 Penalty: 4503.060059
	Iteration 19Q: 3 clusters Score -1372712 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1372793.000000 Penalty: 4503.060059
	Iteration 20F: 3 clusters Score -1372793 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1372871.625000 Penalty: 4503.060059
	Iteration 21Q: 3 clusters Score -1372872 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1372948.750000 Penalty: 4503.060059
	Iteration 22Q: 3 clusters Score -1372949 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1373013.125000 Penalty: 4503.060059
	Iteration 23Q: 3 clusters Score -1373013 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1373061.750000 Penalty: 4503.060059
	Iteration 24Q: 3 clusters Score -1373062 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1373106.625000 Penalty: 4503.060059
	Iteration 25Q: 3 clusters Score -1373107 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1373151.500000 Penalty: 4503.060059
	Iteration 26Q: 3 clusters Score -1373152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1373186.375000 Penalty: 4503.060059
	Iteration 27Q: 3 clusters Score -1373186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1373229.125000 Penalty: 4503.060059
	Iteration 28Q: 3 clusters Score -1373229 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1373279.500000 Penalty: 4503.060059
	Iteration 29Q: 3 clusters Score -1373280 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1373334.375000 Penalty: 4503.060059
	Iteration 30Q: 3 clusters Score -1373334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1373395.500000 Penalty: 4503.060059
	Iteration 31Q: 3 clusters Score -1373396 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1373450.000000 Penalty: 4503.060059
	Iteration 32Q: 3 clusters Score -1373450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1373502.375000 Penalty: 4503.060059
	Iteration 33Q: 3 clusters Score -1373502 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1373552.375000 Penalty: 4503.060059
	Iteration 34Q: 3 clusters Score -1373552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1373593.375000 Penalty: 4503.060059
	Iteration 35Q: 3 clusters Score -1373593 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1373626.250000 Penalty: 4503.060059
	Iteration 36Q: 3 clusters Score -1373626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1373651.000000 Penalty: 4503.060059
	Iteration 37Q: 3 clusters Score -1373651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1373670.375000 Penalty: 4503.060059
	Iteration 38Q: 3 clusters Score -1373670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1373686.000000 Penalty: 4503.060059
	Iteration 39Q: 3 clusters Score -1373686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1373700.250000 Penalty: 4503.060059
	Iteration 40F: 3 clusters Score -1373700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1373716.750000 Penalty: 4503.060059
	Iteration 41Q: 3 clusters Score -1373717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1373726.500000 Penalty: 4503.060059
	Iteration 42Q: 3 clusters Score -1373726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1373732.250000 Penalty: 4503.060059
	Iteration 43Q: 3 clusters Score -1373732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1373750.250000 Penalty: 4503.060059
	Iteration 44Q: 3 clusters Score -1373750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1373769.625000 Penalty: 4503.060059
	Iteration 45Q: 3 clusters Score -1373770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1373793.750000 Penalty: 4503.060059
	Iteration 46Q: 3 clusters Score -1373794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1373816.000000 Penalty: 4503.060059
	Iteration 47Q: 3 clusters Score -1373816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1373840.750000 Penalty: 4503.060059
	Iteration 48Q: 3 clusters Score -1373841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1373862.500000 Penalty: 4503.060059
	Iteration 49Q: 3 clusters Score -1373862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1373879.625000 Penalty: 4503.060059
	Iteration 50Q: 3 clusters Score -1373880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1373900.125000 Penalty: 4503.060059
	Iteration 51Q: 3 clusters Score -1373900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1373925.000000 Penalty: 4503.060059
	Iteration 52Q: 3 clusters Score -1373925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1373948.250000 Penalty: 4503.060059
	Iteration 53Q: 3 clusters Score -1373948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1373964.000000 Penalty: 4503.060059
	Iteration 54Q: 3 clusters Score -1373964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1373984.375000 Penalty: 4503.060059
	Iteration 55Q: 3 clusters Score -1373984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1373999.125000 Penalty: 4503.060059
	Iteration 56Q: 3 clusters Score -1373999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1374011.125000 Penalty: 4503.060059
	Iteration 57Q: 3 clusters Score -1374011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1374021.250000 Penalty: 4503.060059
	Iteration 58Q: 3 clusters Score -1374021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1374026.875000 Penalty: 4503.060059
	Iteration 59Q: 3 clusters Score -1374027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1374026.875000 Penalty: 4503.060059
	Iteration 60F: 3 clusters Score -1374027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1374032.875000 Penalty: 4503.060059
	Iteration 61Q: 3 clusters Score -1374033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1374033.750000 Penalty: 4503.060059
	Iteration 62Q: 3 clusters Score -1374034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1374038.500000 Penalty: 4503.060059
	Iteration 63Q: 3 clusters Score -1374038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1374037.125000 Penalty: 4503.060059
	Iteration 64Q: 3 clusters Score -1374037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1374036.750000 Penalty: 4503.060059
	Iteration 65Q: 3 clusters Score -1374037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1374035.250000 Penalty: 4503.060059
	Iteration 66Q: 3 clusters Score -1374035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1374037.625000 Penalty: 4503.060059
	Iteration 67Q: 3 clusters Score -1374038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1374037.500000 Penalty: 4503.060059
	Iteration 68Q: 3 clusters Score -1374038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1374037.500000 Penalty: 4503.060059
	Iteration 69F: 3 clusters Score -1374038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -76298.804688 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -76298.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -74789.023438 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -74789.02 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -75015.546875 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -75015.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75110.015625 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -75110.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75154.617188 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -75154.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75214.070312 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -75214.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75232.164062 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -75232.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75247.750000 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -75247.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75274.414062 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -75274.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75291.734375 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -75291.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -75306.953125 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -75306.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75311.984375 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -75311.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75331.226562 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -75331.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75367.039062 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -75367.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75395.304688 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -75395.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75421.023438 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -75421.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75439.414062 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -75439.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75453.492188 Penalty: 3104.752441
	Iteration 16Q: 3 clusters Score -75453.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75453.492188 Penalty: 3104.752441
	Iteration 17F: 3 clusters Score -75453.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Entering Unmasked Estep 
Score: -1585922.750000 Penalty: 2286.091309
	Iteration 0F: 2 clusters Score -1585923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1578186.375000 Penalty: 4572.182617
	Iteration 0F: 3 clusters Score -1578186 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1580463.875000 Penalty: 4572.182617
	Iteration 1F: 3 clusters Score -1580464 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1580832.375000 Penalty: 4572.182617
	Iteration 2F: 3 clusters Score -1580832 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1581145.375000 Penalty: 4572.182617
	Iteration 3F: 3 clusters Score -1581145 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1581387.500000 Penalty: 4572.182617
	Iteration 4Q: 3 clusters Score -1581388 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1581641.125000 Penalty: 4572.182617
	Iteration 5Q: 3 clusters Score -1581641 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1581888.500000 Penalty: 4572.182617
	Iteration 6Q: 3 clusters Score -1581888 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1582152.375000 Penalty: 4572.182617
	Iteration 7Q: 3 clusters Score -1582152 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1582379.625000 Penalty: 4572.182617
	Iteration 8Q: 3 clusters Score -1582380 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1582606.500000 Penalty: 4572.182617
	Iteration 9Q: 3 clusters Score -1582606 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1582852.250000 Penalty: 4572.182617
	Iteration 10Q: 3 clusters Score -1582852 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1583135.125000 Penalty: 4572.182617
	Iteration 11Q: 3 clusters Score -1583135 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1583364.250000 Penalty: 4572.182617
	Iteration 12Q: 3 clusters Score -1583364 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1583548.750000 Penalty: 4572.182617
	Iteration 13Q: 3 clusters Score -1583549 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1583722.250000 Penalty: 4572.182617
	Iteration 14Q: 3 clusters Score -1583722 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1583844.375000 Penalty: 4572.182617
	Iteration 15Q: 3 clusters Score -1583844 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1583926.000000 Penalty: 4572.182617
	Iteration 16Q: 3 clusters Score -1583926 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1583972.750000 Penalty: 4572.182617
	Iteration 17Q: 3 clusters Score -1583973 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1584010.375000 Penalty: 4572.182617
	Iteration 18Q: 3 clusters Score -1584010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1584039.125000 Penalty: 4572.182617
	Iteration 19Q: 3 clusters Score -1584039 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1584056.875000 Penalty: 4572.182617
	Iteration 20F: 3 clusters Score -1584057 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1584070.375000 Penalty: 4572.182617
	Iteration 21Q: 3 clusters Score -1584070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1584080.250000 Penalty: 4572.182617
	Iteration 22Q: 3 clusters Score -1584080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1584093.750000 Penalty: 4572.182617
	Iteration 23Q: 3 clusters Score -1584094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1584103.750000 Penalty: 4572.182617
	Iteration 24Q: 3 clusters Score -1584104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1584105.625000 Penalty: 4572.182617
	Iteration 25Q: 3 clusters Score -1584106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1584111.375000 Penalty: 4572.182617
	Iteration 26Q: 3 clusters Score -1584111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1584124.750000 Penalty: 4572.182617
	Iteration 27Q: 3 clusters Score -1584125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1584137.750000 Penalty: 4572.182617
	Iteration 28Q: 3 clusters Score -1584138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1584140.000000 Penalty: 4572.182617
	Iteration 29Q: 3 clusters Score -1584140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1584149.500000 Penalty: 4572.182617
	Iteration 30Q: 3 clusters Score -1584150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1584151.125000 Penalty: 4572.182617
	Iteration 31Q: 3 clusters Score -1584151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1584161.250000 Penalty: 4572.182617
	Iteration 32Q: 3 clusters Score -1584161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1584161.875000 Penalty: 4572.182617
	Iteration 33Q: 3 clusters Score -1584162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1584169.625000 Penalty: 4572.182617
	Iteration 34Q: 3 clusters Score -1584170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1584173.500000 Penalty: 4572.182617
	Iteration 35Q: 3 clusters Score -1584174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1584177.500000 Penalty: 4572.182617
	Iteration 36Q: 3 clusters Score -1584178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1584181.500000 Penalty: 4572.182617
	Iteration 37Q: 3 clusters Score -1584182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1584184.500000 Penalty: 4572.182617
	Iteration 38Q: 3 clusters Score -1584184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1584186.625000 Penalty: 4572.182617
	Iteration 39Q: 3 clusters Score -1584187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1584190.250000 Penalty: 4572.182617
	Iteration 40F: 3 clusters Score -1584190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1584193.750000 Penalty: 4572.182617
	Iteration 41Q: 3 clusters Score -1584194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1584192.000000 Penalty: 4572.182617
	Iteration 42Q: 3 clusters Score -1584192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1584193.125000 Penalty: 4572.182617
	Iteration 43Q: 3 clusters Score -1584193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1584190.625000 Penalty: 4572.182617
	Iteration 44Q: 3 clusters Score -1584191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1584194.375000 Penalty: 4572.182617
	Iteration 45Q: 3 clusters Score -1584194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1584196.000000 Penalty: 4572.182617
	Iteration 46Q: 3 clusters Score -1584196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1584192.250000 Penalty: 4572.182617
	Iteration 47Q: 3 clusters Score -1584192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1584196.875000 Penalty: 4572.182617
	Iteration 48Q: 3 clusters Score -1584197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1584194.875000 Penalty: 4572.182617
	Iteration 49Q: 3 clusters Score -1584195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1584193.500000 Penalty: 4572.182617
	Iteration 50Q: 3 clusters Score -1584194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1584193.750000 Penalty: 4572.182617
	Iteration 51Q: 3 clusters Score -1584194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1584198.000000 Penalty: 4572.182617
	Iteration 52Q: 3 clusters Score -1584198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1584201.250000 Penalty: 4572.182617
	Iteration 53Q: 3 clusters Score -1584201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1584204.375000 Penalty: 4572.182617
	Iteration 54Q: 3 clusters Score -1584204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1584206.125000 Penalty: 4572.182617
	Iteration 55Q: 3 clusters Score -1584206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1584205.875000 Penalty: 4572.182617
	Iteration 56Q: 3 clusters Score -1584206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1584206.250000 Penalty: 4572.182617
	Iteration 57Q: 3 clusters Score -1584206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1584206.875000 Penalty: 4572.182617
	Iteration 58Q: 3 clusters Score -1584207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1584207.625000 Penalty: 4572.182617
	Iteration 59Q: 3 clusters Score -1584208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1584206.250000 Penalty: 4572.182617
	Iteration 60F: 3 clusters Score -1584206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1584204.250000 Penalty: 4572.182617
	Iteration 61Q: 3 clusters Score -1584204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1584207.250000 Penalty: 4572.182617
	Iteration 62Q: 3 clusters Score -1584207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1584207.750000 Penalty: 4572.182617
	Iteration 63Q: 3 clusters Score -1584208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1584209.625000 Penalty: 4572.182617
	Iteration 64Q: 3 clusters Score -1584210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1584207.875000 Penalty: 4572.182617
	Iteration 65Q: 3 clusters Score -1584208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1584208.125000 Penalty: 4572.182617
	Iteration 66Q: 3 clusters Score -1584208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1584208.125000 Penalty: 4572.182617
	Iteration 67F: 3 clusters Score -1584208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (16751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Entering Unmasked Estep 
Score: -2646132.500000 Penalty: 2412.100830
	Iteration 0F: 2 clusters Score -2646132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2634278.250000 Penalty: 4824.201660
	Iteration 0F: 3 clusters Score -2634278 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2638316.750000 Penalty: 4824.201660
	Iteration 1F: 3 clusters Score -2638317 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2639101.750000 Penalty: 4824.201660
	Iteration 2F: 3 clusters Score -2639102 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2640101.750000 Penalty: 4824.201660
	Iteration 3F: 3 clusters Score -2640102 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2641066.750000 Penalty: 4824.201660
	Iteration 4F: 3 clusters Score -2641067 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2641995.000000 Penalty: 4824.201660
	Iteration 5F: 3 clusters Score -2641995 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2642797.750000 Penalty: 4824.201660
	Iteration 6F: 3 clusters Score -2642798 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2643365.000000 Penalty: 4824.201660
	Iteration 7F: 3 clusters Score -2643365 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2643794.000000 Penalty: 4824.201660
	Iteration 8Q: 3 clusters Score -2643794 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2644158.000000 Penalty: 4824.201660
	Iteration 9Q: 3 clusters Score -2644158 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2644487.000000 Penalty: 4824.201660
	Iteration 10Q: 3 clusters Score -2644487 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2644790.750000 Penalty: 4824.201660
	Iteration 11Q: 3 clusters Score -2644791 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2645065.750000 Penalty: 4824.201660
	Iteration 12Q: 3 clusters Score -2645066 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2645289.000000 Penalty: 4824.201660
	Iteration 13Q: 3 clusters Score -2645289 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2645464.500000 Penalty: 4824.201660
	Iteration 14Q: 3 clusters Score -2645464 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2645553.750000 Penalty: 4824.201660
	Iteration 15Q: 3 clusters Score -2645554 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2645605.250000 Penalty: 4824.201660
	Iteration 16Q: 3 clusters Score -2645605 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2645651.500000 Penalty: 4824.201660
	Iteration 17Q: 3 clusters Score -2645652 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2645675.500000 Penalty: 4824.201660
	Iteration 18Q: 3 clusters Score -2645676 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2645704.000000 Penalty: 4824.201660
	Iteration 19Q: 3 clusters Score -2645704 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2645723.250000 Penalty: 4824.201660
	Iteration 20F: 3 clusters Score -2645723 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2645753.000000 Penalty: 4824.201660
	Iteration 21Q: 3 clusters Score -2645753 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2645767.750000 Penalty: 4824.201660
	Iteration 22Q: 3 clusters Score -2645768 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2645806.500000 Penalty: 4824.201660
	Iteration 23Q: 3 clusters Score -2645806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2645821.250000 Penalty: 4824.201660
	Iteration 24Q: 3 clusters Score -2645821 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2645840.750000 Penalty: 4824.201660
	Iteration 25Q: 3 clusters Score -2645841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2645850.750000 Penalty: 4824.201660
	Iteration 26Q: 3 clusters Score -2645851 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2645863.750000 Penalty: 4824.201660
	Iteration 27Q: 3 clusters Score -2645864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2645875.750000 Penalty: 4824.201660
	Iteration 28Q: 3 clusters Score -2645876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2645891.500000 Penalty: 4824.201660
	Iteration 29Q: 3 clusters Score -2645892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2645894.250000 Penalty: 4824.201660
	Iteration 30Q: 3 clusters Score -2645894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2645901.500000 Penalty: 4824.201660
	Iteration 31Q: 3 clusters Score -2645902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2645923.750000 Penalty: 4824.201660
	Iteration 32Q: 3 clusters Score -2645924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2645927.000000 Penalty: 4824.201660
	Iteration 33Q: 3 clusters Score -2645927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2645935.500000 Penalty: 4824.201660
	Iteration 34Q: 3 clusters Score -2645936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2645939.000000 Penalty: 4824.201660
	Iteration 35Q: 3 clusters Score -2645939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2645945.750000 Penalty: 4824.201660
	Iteration 36Q: 3 clusters Score -2645946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2645951.750000 Penalty: 4824.201660
	Iteration 37Q: 3 clusters Score -2645952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2645958.500000 Penalty: 4824.201660
	Iteration 38Q: 3 clusters Score -2645958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2645956.250000 Penalty: 4824.201660
	Iteration 39Q: 3 clusters Score -2645956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2645961.250000 Penalty: 4824.201660
	Iteration 40F: 3 clusters Score -2645961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2645969.500000 Penalty: 4824.201660
	Iteration 41Q: 3 clusters Score -2645970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2645981.500000 Penalty: 4824.201660
	Iteration 42Q: 3 clusters Score -2645982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2645996.250000 Penalty: 4824.201660
	Iteration 43Q: 3 clusters Score -2645996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2646003.750000 Penalty: 4824.201660
	Iteration 44Q: 3 clusters Score -2646004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2646024.500000 Penalty: 4824.201660
	Iteration 45Q: 3 clusters Score -2646024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2646035.500000 Penalty: 4824.201660
	Iteration 46Q: 3 clusters Score -2646036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2646055.250000 Penalty: 4824.201660
	Iteration 47Q: 3 clusters Score -2646055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2646068.500000 Penalty: 4824.201660
	Iteration 48Q: 3 clusters Score -2646068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2646094.000000 Penalty: 4824.201660
	Iteration 49Q: 3 clusters Score -2646094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2646125.500000 Penalty: 4824.201660
	Iteration 50Q: 3 clusters Score -2646126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2646153.500000 Penalty: 4824.201660
	Iteration 51Q: 3 clusters Score -2646154 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2646194.500000 Penalty: 4824.201660
	Iteration 52Q: 3 clusters Score -2646194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2646212.500000 Penalty: 4824.201660
	Iteration 53Q: 3 clusters Score -2646212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2646223.500000 Penalty: 4824.201660
	Iteration 54Q: 3 clusters Score -2646224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2646233.500000 Penalty: 4824.201660
	Iteration 55Q: 3 clusters Score -2646234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2646244.750000 Penalty: 4824.201660
	Iteration 56Q: 3 clusters Score -2646245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2646252.250000 Penalty: 4824.201660
	Iteration 57Q: 3 clusters Score -2646252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2646255.500000 Penalty: 4824.201660
	Iteration 58Q: 3 clusters Score -2646256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2646256.250000 Penalty: 4824.201660
	Iteration 59Q: 3 clusters Score -2646256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2646256.750000 Penalty: 4824.201660
	Iteration 60F: 3 clusters Score -2646257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2646258.250000 Penalty: 4824.201660
	Iteration 61Q: 3 clusters Score -2646258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2646258.250000 Penalty: 4824.201660
	Iteration 62Q: 3 clusters Score -2646258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2646256.750000 Penalty: 4824.201660
	Iteration 63Q: 3 clusters Score -2646257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2646254.000000 Penalty: 4824.201660
	Iteration 64Q: 3 clusters Score -2646254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2646254.000000 Penalty: 4824.201660
	Iteration 65F: 3 clusters Score -2646254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33236 members 
Mstep: Class 3 contains 113008 members 
Mstep: Class 4 contains 26202 members 
Mstep: Class 5 contains 6982 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15946 members 
Mstep: Class 11 contains 5566 members 
Mstep: Class 12 contains 4019 members 
Mstep: Class 13 contains 30517 members 
Mstep: Class 14 contains 5896 members 
Mstep: Class 15 contains 11315 members 
Mstep: Class 16 contains 81186 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7174 members 
Mstep: Class 19 contains 32251 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 7354 members 
Mstep: Class 22 contains 97665 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8767 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 1577 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54613 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10588 members 
Mstep: Class 34 contains 19469 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18218 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 10918 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3705 members 
Mstep: Class 43 contains 8674 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16696 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39691 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21162 members 
Mstep: Class 50 contains 3595 members 
Mstep: Class 51 contains 3848 members 
Mstep: Class 52 contains 11636 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2726 members 
Mstep: Class 55 contains 15174 members 
Entering Unmasked Estep 
Score: -122576936.000000 Penalty: 185416.921875
Splitting cluster 29 changes total score from -122577552.000000 to -122576936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -466944.843750 Penalty: 1985.992188
	Iteration 0F: 2 clusters Score -466944.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -463682.250000 Penalty: 3971.984375
	Iteration 0F: 3 clusters Score -463682.2 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -464341.093750 Penalty: 3971.984375
	Iteration 1F: 3 clusters Score -464341.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -464568.093750 Penalty: 3971.984375
	Iteration 2F: 3 clusters Score -464568.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -464801.343750 Penalty: 3971.984375
	Iteration 3F: 3 clusters Score -464801.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -465077.375000 Penalty: 3971.984375
	Iteration 4F: 3 clusters Score -465077.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -465341.625000 Penalty: 3971.984375
	Iteration 5F: 3 clusters Score -465341.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -465561.187500 Penalty: 3971.984375
	Iteration 6F: 3 clusters Score -465561.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -465682.062500 Penalty: 3971.984375
	Iteration 7Q: 3 clusters Score -465682.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -465762.031250 Penalty: 3971.984375
	Iteration 8Q: 3 clusters Score -465762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -465799.406250 Penalty: 3971.984375
	Iteration 9Q: 3 clusters Score -465799.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -465819.031250 Penalty: 3971.984375
	Iteration 10Q: 3 clusters Score -465819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -465834.875000 Penalty: 3971.984375
	Iteration 11Q: 3 clusters Score -465834.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -465847.250000 Penalty: 3971.984375
	Iteration 12Q: 3 clusters Score -465847.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -465856.031250 Penalty: 3971.984375
	Iteration 13Q: 3 clusters Score -465856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -465861.593750 Penalty: 3971.984375
	Iteration 14Q: 3 clusters Score -465861.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -465864.656250 Penalty: 3971.984375
	Iteration 15Q: 3 clusters Score -465864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -465866.812500 Penalty: 3971.984375
	Iteration 16Q: 3 clusters Score -465866.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -465867.281250 Penalty: 3971.984375
	Iteration 17Q: 3 clusters Score -465867.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -465867.437500 Penalty: 3971.984375
	Iteration 18Q: 3 clusters Score -465867.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -465868.031250 Penalty: 3971.984375
	Iteration 19Q: 3 clusters Score -465868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -465868.031250 Penalty: 3971.984375
	Iteration 20F: 3 clusters Score -465868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (54613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Entering Unmasked Estep 
Score: -8563074.000000 Penalty: 2705.190918
	Iteration 0F: 2 clusters Score -8563074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -8526489.000000 Penalty: 5410.381836
	Iteration 0F: 3 clusters Score -8526489 nChanged 25228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -8540753.000000 Penalty: 5410.381836
	Iteration 1F: 3 clusters Score -8540753 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -8541598.000000 Penalty: 5410.381836
	Iteration 2Q: 3 clusters Score -8541598 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -8542745.000000 Penalty: 5410.381836
	Iteration 3Q: 3 clusters Score -8542745 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -8544234.000000 Penalty: 5410.381836
	Iteration 4F: 3 clusters Score -8544234 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -8546177.000000 Penalty: 5410.381836
	Iteration 5F: 3 clusters Score -8546177 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -8548226.000000 Penalty: 5410.381836
	Iteration 6F: 3 clusters Score -8548226 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -8549919.000000 Penalty: 5410.381836
	Iteration 7F: 3 clusters Score -8549919 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -8551269.000000 Penalty: 5410.381836
	Iteration 8F: 3 clusters Score -8551269 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -8552300.000000 Penalty: 5410.381836
	Iteration 9Q: 3 clusters Score -8552300 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -8553153.000000 Penalty: 5410.381836
	Iteration 10Q: 3 clusters Score -8553153 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -8553975.000000 Penalty: 5410.381836
	Iteration 11Q: 3 clusters Score -8553975 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -8554722.000000 Penalty: 5410.381836
	Iteration 12Q: 3 clusters Score -8554722 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -8555527.000000 Penalty: 5410.381836
	Iteration 13Q: 3 clusters Score -8555527 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -8556350.000000 Penalty: 5410.381836
	Iteration 14Q: 3 clusters Score -8556350 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -8557119.000000 Penalty: 5410.381836
	Iteration 15Q: 3 clusters Score -8557119 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -8557886.000000 Penalty: 5410.381836
	Iteration 16Q: 3 clusters Score -8557886 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -8558650.000000 Penalty: 5410.381836
	Iteration 17Q: 3 clusters Score -8558650 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -8559293.000000 Penalty: 5410.381836
	Iteration 18Q: 3 clusters Score -8559293 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -8559815.000000 Penalty: 5410.381836
	Iteration 19Q: 3 clusters Score -8559815 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -8560219.000000 Penalty: 5410.381836
	Iteration 20F: 3 clusters Score -8560219 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -8560558.000000 Penalty: 5410.381836
	Iteration 21Q: 3 clusters Score -8560558 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -8560806.000000 Penalty: 5410.381836
	Iteration 22Q: 3 clusters Score -8560806 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -8561003.000000 Penalty: 5410.381836
	Iteration 23Q: 3 clusters Score -8561003 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -8561148.000000 Penalty: 5410.381836
	Iteration 24Q: 3 clusters Score -8561148 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -8561237.000000 Penalty: 5410.381836
	Iteration 25Q: 3 clusters Score -8561237 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -8561299.000000 Penalty: 5410.381836
	Iteration 26Q: 3 clusters Score -8561299 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -8561378.000000 Penalty: 5410.381836
	Iteration 27Q: 3 clusters Score -8561378 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -8561415.000000 Penalty: 5410.381836
	Iteration 28Q: 3 clusters Score -8561415 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -8561475.000000 Penalty: 5410.381836
	Iteration 29Q: 3 clusters Score -8561475 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -8561509.000000 Penalty: 5410.381836
	Iteration 30Q: 3 clusters Score -8561509 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -8561561.000000 Penalty: 5410.381836
	Iteration 31Q: 3 clusters Score -8561561 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -8561604.000000 Penalty: 5410.381836
	Iteration 32Q: 3 clusters Score -8561604 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -8561654.000000 Penalty: 5410.381836
	Iteration 33Q: 3 clusters Score -8561654 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -8561710.000000 Penalty: 5410.381836
	Iteration 34Q: 3 clusters Score -8561710 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -8561744.000000 Penalty: 5410.381836
	Iteration 35Q: 3 clusters Score -8561744 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -8561781.000000 Penalty: 5410.381836
	Iteration 36Q: 3 clusters Score -8561781 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -8561796.000000 Penalty: 5410.381836
	Iteration 37Q: 3 clusters Score -8561796 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -8561815.000000 Penalty: 5410.381836
	Iteration 38Q: 3 clusters Score -8561815 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -8561837.000000 Penalty: 5410.381836
	Iteration 39Q: 3 clusters Score -8561837 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 51834 members 
Entering Unmasked Estep 
Score: -8561855.000000 Penalty: 5410.381836
	Iteration 40F: 3 clusters Score -8561855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -8561870.000000 Penalty: 5410.381836
	Iteration 41Q: 3 clusters Score -8561870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 51875 members 
Entering Unmasked Estep 
Score: -8561873.000000 Penalty: 5410.381836
	Iteration 42Q: 3 clusters Score -8561873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -8561888.000000 Penalty: 5410.381836
	Iteration 43Q: 3 clusters Score -8561888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -8561887.000000 Penalty: 5410.381836
	Iteration 44Q: 3 clusters Score -8561887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 51934 members 
Entering Unmasked Estep 
Score: -8561904.000000 Penalty: 5410.381836
	Iteration 45Q: 3 clusters Score -8561904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -8561907.000000 Penalty: 5410.381836
	Iteration 46Q: 3 clusters Score -8561907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -8561911.000000 Penalty: 5410.381836
	Iteration 47Q: 3 clusters Score -8561911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -8561911.000000 Penalty: 5410.381836
	Iteration 48Q: 3 clusters Score -8561911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -8561920.000000 Penalty: 5410.381836
	Iteration 49Q: 3 clusters Score -8561920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -8561920.000000 Penalty: 5410.381836
	Iteration 50Q: 3 clusters Score -8561920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -8561916.000000 Penalty: 5410.381836
	Iteration 51Q: 3 clusters Score -8561916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -8561917.000000 Penalty: 5410.381836
	Iteration 52Q: 3 clusters Score -8561917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -8561911.000000 Penalty: 5410.381836
	Iteration 53Q: 3 clusters Score -8561911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -8561907.000000 Penalty: 5410.381836
	Iteration 54Q: 3 clusters Score -8561907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -8561910.000000 Penalty: 5410.381836
	Iteration 55Q: 3 clusters Score -8561910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -8561908.000000 Penalty: 5410.381836
	Iteration 56Q: 3 clusters Score -8561908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -8561908.000000 Penalty: 5410.381836
	Iteration 57Q: 3 clusters Score -8561908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -8561914.000000 Penalty: 5410.381836
	Iteration 58Q: 3 clusters Score -8561914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -8561917.000000 Penalty: 5410.381836
	Iteration 59Q: 3 clusters Score -8561917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -8561917.000000 Penalty: 5410.381836
	Iteration 60F: 3 clusters Score -8561917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Entering Unmasked Estep 
Score: -1994206.500000 Penalty: 2336.811035
	Iteration 0F: 2 clusters Score -1994206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1985037.375000 Penalty: 4673.622070
	Iteration 0F: 3 clusters Score -1985037 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1987828.500000 Penalty: 4673.622070
	Iteration 1F: 3 clusters Score -1987828 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1988102.000000 Penalty: 4673.622070
	Iteration 2F: 3 clusters Score -1988102 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1988318.875000 Penalty: 4673.622070
	Iteration 3Q: 3 clusters Score -1988319 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1988495.000000 Penalty: 4673.622070
	Iteration 4Q: 3 clusters Score -1988495 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1988630.125000 Penalty: 4673.622070
	Iteration 5Q: 3 clusters Score -1988630 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1988773.750000 Penalty: 4673.622070
	Iteration 6Q: 3 clusters Score -1988774 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1988938.375000 Penalty: 4673.622070
	Iteration 7Q: 3 clusters Score -1988938 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1989213.750000 Penalty: 4673.622070
	Iteration 8Q: 3 clusters Score -1989214 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1989572.375000 Penalty: 4673.622070
	Iteration 9Q: 3 clusters Score -1989572 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1990024.750000 Penalty: 4673.622070
	Iteration 10F: 3 clusters Score -1990025 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1990525.250000 Penalty: 4673.622070
	Iteration 11F: 3 clusters Score -1990525 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1990999.125000 Penalty: 4673.622070
	Iteration 12Q: 3 clusters Score -1990999 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1991397.000000 Penalty: 4673.622070
	Iteration 13Q: 3 clusters Score -1991397 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1991702.750000 Penalty: 4673.622070
	Iteration 14Q: 3 clusters Score -1991703 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1991883.625000 Penalty: 4673.622070
	Iteration 15Q: 3 clusters Score -1991884 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1992003.125000 Penalty: 4673.622070
	Iteration 16Q: 3 clusters Score -1992003 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1992062.125000 Penalty: 4673.622070
	Iteration 17Q: 3 clusters Score -1992062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1992107.625000 Penalty: 4673.622070
	Iteration 18Q: 3 clusters Score -1992108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1992144.125000 Penalty: 4673.622070
	Iteration 19Q: 3 clusters Score -1992144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1992171.000000 Penalty: 4673.622070
	Iteration 20F: 3 clusters Score -1992171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1992181.125000 Penalty: 4673.622070
	Iteration 21Q: 3 clusters Score -1992181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1992191.875000 Penalty: 4673.622070
	Iteration 22Q: 3 clusters Score -1992192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1992194.750000 Penalty: 4673.622070
	Iteration 23Q: 3 clusters Score -1992195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1992202.000000 Penalty: 4673.622070
	Iteration 24Q: 3 clusters Score -1992202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1992208.000000 Penalty: 4673.622070
	Iteration 25Q: 3 clusters Score -1992208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1992213.750000 Penalty: 4673.622070
	Iteration 26Q: 3 clusters Score -1992214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1992213.250000 Penalty: 4673.622070
	Iteration 27Q: 3 clusters Score -1992213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1992213.250000 Penalty: 4673.622070
	Iteration 28F: 3 clusters Score -1992213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Entering Unmasked Estep 
Score: -1632958.000000 Penalty: 2298.334229
	Iteration 0F: 2 clusters Score -1632958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1624869.750000 Penalty: 4596.668457
	Iteration 0F: 3 clusters Score -1624870 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1627278.500000 Penalty: 4596.668457
	Iteration 1F: 3 clusters Score -1627278 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1627659.125000 Penalty: 4596.668457
	Iteration 2F: 3 clusters Score -1627659 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1627920.250000 Penalty: 4596.668457
	Iteration 3F: 3 clusters Score -1627920 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1628154.500000 Penalty: 4596.668457
	Iteration 4Q: 3 clusters Score -1628154 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1628344.125000 Penalty: 4596.668457
	Iteration 5Q: 3 clusters Score -1628344 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1628524.125000 Penalty: 4596.668457
	Iteration 6Q: 3 clusters Score -1628524 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1628714.125000 Penalty: 4596.668457
	Iteration 7Q: 3 clusters Score -1628714 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1628916.250000 Penalty: 4596.668457
	Iteration 8Q: 3 clusters Score -1628916 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1629119.500000 Penalty: 4596.668457
	Iteration 9Q: 3 clusters Score -1629120 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1629314.750000 Penalty: 4596.668457
	Iteration 10Q: 3 clusters Score -1629315 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1629518.875000 Penalty: 4596.668457
	Iteration 11Q: 3 clusters Score -1629519 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1629703.625000 Penalty: 4596.668457
	Iteration 12Q: 3 clusters Score -1629704 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1629847.750000 Penalty: 4596.668457
	Iteration 13Q: 3 clusters Score -1629848 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1629991.375000 Penalty: 4596.668457
	Iteration 14Q: 3 clusters Score -1629991 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1630145.500000 Penalty: 4596.668457
	Iteration 15Q: 3 clusters Score -1630146 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1630280.625000 Penalty: 4596.668457
	Iteration 16Q: 3 clusters Score -1630281 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1630403.000000 Penalty: 4596.668457
	Iteration 17Q: 3 clusters Score -1630403 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1630497.250000 Penalty: 4596.668457
	Iteration 18Q: 3 clusters Score -1630497 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1630591.000000 Penalty: 4596.668457
	Iteration 19Q: 3 clusters Score -1630591 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1630661.000000 Penalty: 4596.668457
	Iteration 20F: 3 clusters Score -1630661 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1630711.250000 Penalty: 4596.668457
	Iteration 21Q: 3 clusters Score -1630711 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1630751.000000 Penalty: 4596.668457
	Iteration 22Q: 3 clusters Score -1630751 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1630781.625000 Penalty: 4596.668457
	Iteration 23Q: 3 clusters Score -1630782 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1630803.000000 Penalty: 4596.668457
	Iteration 24Q: 3 clusters Score -1630803 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1630828.750000 Penalty: 4596.668457
	Iteration 25Q: 3 clusters Score -1630829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1630845.750000 Penalty: 4596.668457
	Iteration 26Q: 3 clusters Score -1630846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1630866.875000 Penalty: 4596.668457
	Iteration 27Q: 3 clusters Score -1630867 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1630882.375000 Penalty: 4596.668457
	Iteration 28Q: 3 clusters Score -1630882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1630899.250000 Penalty: 4596.668457
	Iteration 29Q: 3 clusters Score -1630899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1630913.625000 Penalty: 4596.668457
	Iteration 30Q: 3 clusters Score -1630914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1630923.500000 Penalty: 4596.668457
	Iteration 31Q: 3 clusters Score -1630924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1630935.625000 Penalty: 4596.668457
	Iteration 32Q: 3 clusters Score -1630936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1630947.875000 Penalty: 4596.668457
	Iteration 33Q: 3 clusters Score -1630948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1630960.375000 Penalty: 4596.668457
	Iteration 34Q: 3 clusters Score -1630960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1630972.375000 Penalty: 4596.668457
	Iteration 35Q: 3 clusters Score -1630972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1630985.125000 Penalty: 4596.668457
	Iteration 36Q: 3 clusters Score -1630985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1630995.500000 Penalty: 4596.668457
	Iteration 37Q: 3 clusters Score -1630996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1631006.000000 Penalty: 4596.668457
	Iteration 38Q: 3 clusters Score -1631006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1631020.125000 Penalty: 4596.668457
	Iteration 39Q: 3 clusters Score -1631020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1631032.875000 Penalty: 4596.668457
	Iteration 40F: 3 clusters Score -1631033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1631039.500000 Penalty: 4596.668457
	Iteration 41Q: 3 clusters Score -1631040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1631050.250000 Penalty: 4596.668457
	Iteration 42Q: 3 clusters Score -1631050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1631063.125000 Penalty: 4596.668457
	Iteration 43Q: 3 clusters Score -1631063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1631072.500000 Penalty: 4596.668457
	Iteration 44Q: 3 clusters Score -1631072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1631085.125000 Penalty: 4596.668457
	Iteration 45Q: 3 clusters Score -1631085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1631090.750000 Penalty: 4596.668457
	Iteration 46Q: 3 clusters Score -1631091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1631099.500000 Penalty: 4596.668457
	Iteration 47Q: 3 clusters Score -1631100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1631103.125000 Penalty: 4596.668457
	Iteration 48Q: 3 clusters Score -1631103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1631108.750000 Penalty: 4596.668457
	Iteration 49Q: 3 clusters Score -1631109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1631114.125000 Penalty: 4596.668457
	Iteration 50Q: 3 clusters Score -1631114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1631115.750000 Penalty: 4596.668457
	Iteration 51Q: 3 clusters Score -1631116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1631124.500000 Penalty: 4596.668457
	Iteration 52Q: 3 clusters Score -1631124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1631127.125000 Penalty: 4596.668457
	Iteration 53Q: 3 clusters Score -1631127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1631132.750000 Penalty: 4596.668457
	Iteration 54Q: 3 clusters Score -1631133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1631138.250000 Penalty: 4596.668457
	Iteration 55Q: 3 clusters Score -1631138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1631144.250000 Penalty: 4596.668457
	Iteration 56Q: 3 clusters Score -1631144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1631148.750000 Penalty: 4596.668457
	Iteration 57Q: 3 clusters Score -1631149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1631150.625000 Penalty: 4596.668457
	Iteration 58Q: 3 clusters Score -1631151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1631148.250000 Penalty: 4596.668457
	Iteration 59Q: 3 clusters Score -1631148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1631149.875000 Penalty: 4596.668457
	Iteration 60F: 3 clusters Score -1631150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1631149.500000 Penalty: 4596.668457
	Iteration 61Q: 3 clusters Score -1631150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1631149.625000 Penalty: 4596.668457
	Iteration 62Q: 3 clusters Score -1631150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1631150.625000 Penalty: 4596.668457
	Iteration 63Q: 3 clusters Score -1631151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1631153.000000 Penalty: 4596.668457
	Iteration 64Q: 3 clusters Score -1631153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1631154.750000 Penalty: 4596.668457
	Iteration 65Q: 3 clusters Score -1631155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1631156.625000 Penalty: 4596.668457
	Iteration 66Q: 3 clusters Score -1631157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1631156.750000 Penalty: 4596.668457
	Iteration 67Q: 3 clusters Score -1631157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1631156.750000 Penalty: 4596.668457
	Iteration 68F: 3 clusters Score -1631157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Entering Unmasked Estep 
Score: -2870518.500000 Penalty: 2449.391357
	Iteration 0F: 2 clusters Score -2870518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2856859.500000 Penalty: 4898.782715
	Iteration 0F: 3 clusters Score -2856860 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2862030.250000 Penalty: 4898.782715
	Iteration 1F: 3 clusters Score -2862030 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2862990.000000 Penalty: 4898.782715
	Iteration 2F: 3 clusters Score -2862990 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2863942.500000 Penalty: 4898.782715
	Iteration 3F: 3 clusters Score -2863942 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2864866.500000 Penalty: 4898.782715
	Iteration 4F: 3 clusters Score -2864866 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2865690.250000 Penalty: 4898.782715
	Iteration 5F: 3 clusters Score -2865690 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2866367.750000 Penalty: 4898.782715
	Iteration 6F: 3 clusters Score -2866368 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2866888.750000 Penalty: 4898.782715
	Iteration 7Q: 3 clusters Score -2866889 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2867293.000000 Penalty: 4898.782715
	Iteration 8Q: 3 clusters Score -2867293 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2867619.250000 Penalty: 4898.782715
	Iteration 9Q: 3 clusters Score -2867619 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2867820.500000 Penalty: 4898.782715
	Iteration 10Q: 3 clusters Score -2867820 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2867959.500000 Penalty: 4898.782715
	Iteration 11Q: 3 clusters Score -2867960 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2868059.500000 Penalty: 4898.782715
	Iteration 12Q: 3 clusters Score -2868060 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2868130.500000 Penalty: 4898.782715
	Iteration 13Q: 3 clusters Score -2868130 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2868178.750000 Penalty: 4898.782715
	Iteration 14Q: 3 clusters Score -2868179 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2868230.250000 Penalty: 4898.782715
	Iteration 15Q: 3 clusters Score -2868230 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2868268.500000 Penalty: 4898.782715
	Iteration 16Q: 3 clusters Score -2868268 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2868301.500000 Penalty: 4898.782715
	Iteration 17Q: 3 clusters Score -2868302 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2868312.500000 Penalty: 4898.782715
	Iteration 18Q: 3 clusters Score -2868312 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2868342.250000 Penalty: 4898.782715
	Iteration 19Q: 3 clusters Score -2868342 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2868367.250000 Penalty: 4898.782715
	Iteration 20F: 3 clusters Score -2868367 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2868381.500000 Penalty: 4898.782715
	Iteration 21Q: 3 clusters Score -2868382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2868398.250000 Penalty: 4898.782715
	Iteration 22Q: 3 clusters Score -2868398 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2868418.500000 Penalty: 4898.782715
	Iteration 23Q: 3 clusters Score -2868418 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2868433.750000 Penalty: 4898.782715
	Iteration 24Q: 3 clusters Score -2868434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2868443.750000 Penalty: 4898.782715
	Iteration 25Q: 3 clusters Score -2868444 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2868466.250000 Penalty: 4898.782715
	Iteration 26Q: 3 clusters Score -2868466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2868482.250000 Penalty: 4898.782715
	Iteration 27Q: 3 clusters Score -2868482 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2868501.750000 Penalty: 4898.782715
	Iteration 28Q: 3 clusters Score -2868502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2868525.250000 Penalty: 4898.782715
	Iteration 29Q: 3 clusters Score -2868525 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2868561.750000 Penalty: 4898.782715
	Iteration 30Q: 3 clusters Score -2868562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2868586.250000 Penalty: 4898.782715
	Iteration 31Q: 3 clusters Score -2868586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2868612.250000 Penalty: 4898.782715
	Iteration 32Q: 3 clusters Score -2868612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2868630.000000 Penalty: 4898.782715
	Iteration 33Q: 3 clusters Score -2868630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2868640.500000 Penalty: 4898.782715
	Iteration 34Q: 3 clusters Score -2868640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2868654.750000 Penalty: 4898.782715
	Iteration 35Q: 3 clusters Score -2868655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2868658.250000 Penalty: 4898.782715
	Iteration 36Q: 3 clusters Score -2868658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2868657.750000 Penalty: 4898.782715
	Iteration 37Q: 3 clusters Score -2868658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2868657.250000 Penalty: 4898.782715
	Iteration 38Q: 3 clusters Score -2868657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2868656.500000 Penalty: 4898.782715
	Iteration 39Q: 3 clusters Score -2868656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2868668.000000 Penalty: 4898.782715
	Iteration 40F: 3 clusters Score -2868668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2868670.250000 Penalty: 4898.782715
	Iteration 41Q: 3 clusters Score -2868670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2868682.750000 Penalty: 4898.782715
	Iteration 42Q: 3 clusters Score -2868683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2868685.750000 Penalty: 4898.782715
	Iteration 43Q: 3 clusters Score -2868686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2868707.500000 Penalty: 4898.782715
	Iteration 44Q: 3 clusters Score -2868708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2868726.750000 Penalty: 4898.782715
	Iteration 45Q: 3 clusters Score -2868727 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2868740.750000 Penalty: 4898.782715
	Iteration 46Q: 3 clusters Score -2868741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2868761.500000 Penalty: 4898.782715
	Iteration 47Q: 3 clusters Score -2868762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2868772.750000 Penalty: 4898.782715
	Iteration 48Q: 3 clusters Score -2868773 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2868789.250000 Penalty: 4898.782715
	Iteration 49Q: 3 clusters Score -2868789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2868801.750000 Penalty: 4898.782715
	Iteration 50Q: 3 clusters Score -2868802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2868811.500000 Penalty: 4898.782715
	Iteration 51Q: 3 clusters Score -2868812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2868824.000000 Penalty: 4898.782715
	Iteration 52Q: 3 clusters Score -2868824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2868832.250000 Penalty: 4898.782715
	Iteration 53Q: 3 clusters Score -2868832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2868843.500000 Penalty: 4898.782715
	Iteration 54Q: 3 clusters Score -2868844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2868858.000000 Penalty: 4898.782715
	Iteration 55Q: 3 clusters Score -2868858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2868854.750000 Penalty: 4898.782715
	Iteration 56Q: 3 clusters Score -2868855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2868859.500000 Penalty: 4898.782715
	Iteration 57Q: 3 clusters Score -2868860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2868862.000000 Penalty: 4898.782715
	Iteration 58Q: 3 clusters Score -2868862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2868861.250000 Penalty: 4898.782715
	Iteration 59Q: 3 clusters Score -2868861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2868859.000000 Penalty: 4898.782715
	Iteration 60F: 3 clusters Score -2868859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2868862.250000 Penalty: 4898.782715
	Iteration 61Q: 3 clusters Score -2868862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2868860.000000 Penalty: 4898.782715
	Iteration 62Q: 3 clusters Score -2868860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2868857.750000 Penalty: 4898.782715
	Iteration 63Q: 3 clusters Score -2868858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2868860.250000 Penalty: 4898.782715
	Iteration 64Q: 3 clusters Score -2868860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2868862.000000 Penalty: 4898.782715
	Iteration 65Q: 3 clusters Score -2868862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2868861.750000 Penalty: 4898.782715
	Iteration 66Q: 3 clusters Score -2868862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2868863.500000 Penalty: 4898.782715
	Iteration 67Q: 3 clusters Score -2868864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2868863.000000 Penalty: 4898.782715
	Iteration 68Q: 3 clusters Score -2868863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2868863.000000 Penalty: 4898.782715
	Iteration 69F: 3 clusters Score -2868863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -455027.875000 Penalty: 1982.333984
	Iteration 0F: 2 clusters Score -455027.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -451808.218750 Penalty: 3964.667969
	Iteration 0F: 3 clusters Score -451808.2 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -452557.781250 Penalty: 3964.667969
	Iteration 1F: 3 clusters Score -452557.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -452820.968750 Penalty: 3964.667969
	Iteration 2F: 3 clusters Score -452821 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -453010.625000 Penalty: 3964.667969
	Iteration 3F: 3 clusters Score -453010.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -453150.031250 Penalty: 3964.667969
	Iteration 4F: 3 clusters Score -453150 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -453241.656250 Penalty: 3964.667969
	Iteration 5Q: 3 clusters Score -453241.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -453343.937500 Penalty: 3964.667969
	Iteration 6Q: 3 clusters Score -453343.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -453431.125000 Penalty: 3964.667969
	Iteration 7Q: 3 clusters Score -453431.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -453507.218750 Penalty: 3964.667969
	Iteration 8Q: 3 clusters Score -453507.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -453535.812500 Penalty: 3964.667969
	Iteration 9Q: 3 clusters Score -453535.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -453559.718750 Penalty: 3964.667969
	Iteration 10Q: 3 clusters Score -453559.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -453576.406250 Penalty: 3964.667969
	Iteration 11Q: 3 clusters Score -453576.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -453587.875000 Penalty: 3964.667969
	Iteration 12Q: 3 clusters Score -453587.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -453602.437500 Penalty: 3964.667969
	Iteration 13Q: 3 clusters Score -453602.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -453609.812500 Penalty: 3964.667969
	Iteration 14Q: 3 clusters Score -453609.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -453614.937500 Penalty: 3964.667969
	Iteration 15Q: 3 clusters Score -453614.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -453621.843750 Penalty: 3964.667969
	Iteration 16Q: 3 clusters Score -453621.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -453633.937500 Penalty: 3964.667969
	Iteration 17Q: 3 clusters Score -453633.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -453642.968750 Penalty: 3964.667969
	Iteration 18Q: 3 clusters Score -453643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -453650.312500 Penalty: 3964.667969
	Iteration 19Q: 3 clusters Score -453650.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -453652.656250 Penalty: 3964.667969
	Iteration 20F: 3 clusters Score -453652.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -453654.718750 Penalty: 3964.667969
	Iteration 21Q: 3 clusters Score -453654.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -453656.593750 Penalty: 3964.667969
	Iteration 22Q: 3 clusters Score -453656.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -453658.281250 Penalty: 3964.667969
	Iteration 23Q: 3 clusters Score -453658.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -453658.875000 Penalty: 3964.667969
	Iteration 24Q: 3 clusters Score -453658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -453659.875000 Penalty: 3964.667969
	Iteration 25Q: 3 clusters Score -453659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -453661.375000 Penalty: 3964.667969
	Iteration 26Q: 3 clusters Score -453661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -453663.062500 Penalty: 3964.667969
	Iteration 27Q: 3 clusters Score -453663.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -453663.062500 Penalty: 3964.667969
	Iteration 28F: 3 clusters Score -453663.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -83956.226562 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -83956.23 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 294 members 
Entering Unmasked Estep 
Score: -82391.218750 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -82391.22 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82632.757812 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -82632.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -82711.929688 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -82711.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -82736.859375 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -82736.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -82757.078125 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -82757.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -82781.429688 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -82781.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -82788.812500 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -82788.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -82795.914062 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -82795.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -82802.507812 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -82802.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -82806.562500 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -82806.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -82810.539062 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -82810.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -82814.960938 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -82814.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -82815.789062 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -82815.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -82815.789062 Penalty: 3152.629395
	Iteration 13F: 3 clusters Score -82815.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Entering Unmasked Estep 
Score: -2889504.000000 Penalty: 2432.920898
	Iteration 0F: 2 clusters Score -2889504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2876584.000000 Penalty: 4865.841797
	Iteration 0F: 3 clusters Score -2876584 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2881247.250000 Penalty: 4865.841797
	Iteration 1F: 3 clusters Score -2881247 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2882179.000000 Penalty: 4865.841797
	Iteration 2F: 3 clusters Score -2882179 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2883288.250000 Penalty: 4865.841797
	Iteration 3F: 3 clusters Score -2883288 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2884374.250000 Penalty: 4865.841797
	Iteration 4F: 3 clusters Score -2884374 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2885309.500000 Penalty: 4865.841797
	Iteration 5F: 3 clusters Score -2885310 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2885999.500000 Penalty: 4865.841797
	Iteration 6F: 3 clusters Score -2886000 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2886570.500000 Penalty: 4865.841797
	Iteration 7Q: 3 clusters Score -2886570 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2886974.000000 Penalty: 4865.841797
	Iteration 8Q: 3 clusters Score -2886974 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2887239.750000 Penalty: 4865.841797
	Iteration 9Q: 3 clusters Score -2887240 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2887444.250000 Penalty: 4865.841797
	Iteration 10Q: 3 clusters Score -2887444 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2887602.500000 Penalty: 4865.841797
	Iteration 11Q: 3 clusters Score -2887602 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2887795.250000 Penalty: 4865.841797
	Iteration 12Q: 3 clusters Score -2887795 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2888017.250000 Penalty: 4865.841797
	Iteration 13Q: 3 clusters Score -2888017 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2888256.000000 Penalty: 4865.841797
	Iteration 14Q: 3 clusters Score -2888256 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2888478.000000 Penalty: 4865.841797
	Iteration 15Q: 3 clusters Score -2888478 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2888641.750000 Penalty: 4865.841797
	Iteration 16Q: 3 clusters Score -2888642 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2888765.000000 Penalty: 4865.841797
	Iteration 17Q: 3 clusters Score -2888765 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2888849.000000 Penalty: 4865.841797
	Iteration 18Q: 3 clusters Score -2888849 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2888885.500000 Penalty: 4865.841797
	Iteration 19Q: 3 clusters Score -2888886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2888910.750000 Penalty: 4865.841797
	Iteration 20F: 3 clusters Score -2888911 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2888929.250000 Penalty: 4865.841797
	Iteration 21Q: 3 clusters Score -2888929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2888940.250000 Penalty: 4865.841797
	Iteration 22Q: 3 clusters Score -2888940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2888942.250000 Penalty: 4865.841797
	Iteration 23Q: 3 clusters Score -2888942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2888945.500000 Penalty: 4865.841797
	Iteration 24Q: 3 clusters Score -2888946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2888951.250000 Penalty: 4865.841797
	Iteration 25Q: 3 clusters Score -2888951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2888958.000000 Penalty: 4865.841797
	Iteration 26Q: 3 clusters Score -2888958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2888958.500000 Penalty: 4865.841797
	Iteration 27Q: 3 clusters Score -2888958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2888964.250000 Penalty: 4865.841797
	Iteration 28Q: 3 clusters Score -2888964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2888963.000000 Penalty: 4865.841797
	Iteration 29Q: 3 clusters Score -2888963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2888964.750000 Penalty: 4865.841797
	Iteration 30Q: 3 clusters Score -2888965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2888961.000000 Penalty: 4865.841797
	Iteration 31Q: 3 clusters Score -2888961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2888958.500000 Penalty: 4865.841797
	Iteration 32Q: 3 clusters Score -2888958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2888958.000000 Penalty: 4865.841797
	Iteration 33Q: 3 clusters Score -2888958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2888958.000000 Penalty: 4865.841797
	Iteration 34F: 3 clusters Score -2888958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -30454.851562 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -30454.85 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 103 members 
Entering Unmasked Estep 
Score: -29329.763672 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -29329.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29413.441406 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -29413.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -29428.855469 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -29428.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -29428.855469 Penalty: 2670.709717
	Iteration 3F: 3 clusters Score -29428.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -134931.484375 Penalty: 1706.080322
	Iteration 0F: 2 clusters Score -134931.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -133086.171875 Penalty: 3412.160645
	Iteration 0F: 3 clusters Score -133086.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -133510.703125 Penalty: 3412.160645
	Iteration 1F: 3 clusters Score -133510.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -133695.640625 Penalty: 3412.160645
	Iteration 2F: 3 clusters Score -133695.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -133801.046875 Penalty: 3412.160645
	Iteration 3Q: 3 clusters Score -133801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -133892.312500 Penalty: 3412.160645
	Iteration 4Q: 3 clusters Score -133892.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -133969.859375 Penalty: 3412.160645
	Iteration 5Q: 3 clusters Score -133969.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -134008.140625 Penalty: 3412.160645
	Iteration 6Q: 3 clusters Score -134008.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -134035.078125 Penalty: 3412.160645
	Iteration 7Q: 3 clusters Score -134035.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -134054.203125 Penalty: 3412.160645
	Iteration 8Q: 3 clusters Score -134054.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -134060.234375 Penalty: 3412.160645
	Iteration 9Q: 3 clusters Score -134060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -134061.171875 Penalty: 3412.160645
	Iteration 10Q: 3 clusters Score -134061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -134062.093750 Penalty: 3412.160645
	Iteration 11Q: 3 clusters Score -134062.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -134062.093750 Penalty: 3412.160645
	Iteration 12F: 3 clusters Score -134062.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Entering Unmasked Estep 
Score: -1729028.375000 Penalty: 2305.945801
	Iteration 0F: 2 clusters Score -1729028 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 5416 members 
Entering Unmasked Estep 
Score: -1720823.000000 Penalty: 4611.891602
	Iteration 0F: 3 clusters Score -1720823 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1723795.250000 Penalty: 4611.891602
	Iteration 1F: 3 clusters Score -1723795 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1724556.000000 Penalty: 4611.891602
	Iteration 2F: 3 clusters Score -1724556 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1725176.125000 Penalty: 4611.891602
	Iteration 3F: 3 clusters Score -1725176 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1725657.375000 Penalty: 4611.891602
	Iteration 4F: 3 clusters Score -1725657 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1726086.000000 Penalty: 4611.891602
	Iteration 5F: 3 clusters Score -1726086 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1726466.000000 Penalty: 4611.891602
	Iteration 6F: 3 clusters Score -1726466 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1726735.375000 Penalty: 4611.891602
	Iteration 7Q: 3 clusters Score -1726735 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1726941.250000 Penalty: 4611.891602
	Iteration 8Q: 3 clusters Score -1726941 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1727150.125000 Penalty: 4611.891602
	Iteration 9Q: 3 clusters Score -1727150 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1727386.750000 Penalty: 4611.891602
	Iteration 10Q: 3 clusters Score -1727387 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1727608.750000 Penalty: 4611.891602
	Iteration 11Q: 3 clusters Score -1727609 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1727797.750000 Penalty: 4611.891602
	Iteration 12Q: 3 clusters Score -1727798 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1727950.500000 Penalty: 4611.891602
	Iteration 13Q: 3 clusters Score -1727950 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1728084.750000 Penalty: 4611.891602
	Iteration 14Q: 3 clusters Score -1728085 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1728212.000000 Penalty: 4611.891602
	Iteration 15Q: 3 clusters Score -1728212 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1728324.375000 Penalty: 4611.891602
	Iteration 16Q: 3 clusters Score -1728324 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1728424.375000 Penalty: 4611.891602
	Iteration 17Q: 3 clusters Score -1728424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1728484.250000 Penalty: 4611.891602
	Iteration 18Q: 3 clusters Score -1728484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1728538.000000 Penalty: 4611.891602
	Iteration 19Q: 3 clusters Score -1728538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1728558.500000 Penalty: 4611.891602
	Iteration 20F: 3 clusters Score -1728558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1728569.750000 Penalty: 4611.891602
	Iteration 21Q: 3 clusters Score -1728570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1728582.500000 Penalty: 4611.891602
	Iteration 22Q: 3 clusters Score -1728582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1728590.000000 Penalty: 4611.891602
	Iteration 23Q: 3 clusters Score -1728590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1728599.000000 Penalty: 4611.891602
	Iteration 24Q: 3 clusters Score -1728599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1728602.750000 Penalty: 4611.891602
	Iteration 25Q: 3 clusters Score -1728603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1728612.000000 Penalty: 4611.891602
	Iteration 26Q: 3 clusters Score -1728612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1728615.250000 Penalty: 4611.891602
	Iteration 27Q: 3 clusters Score -1728615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1728618.250000 Penalty: 4611.891602
	Iteration 28Q: 3 clusters Score -1728618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1728620.625000 Penalty: 4611.891602
	Iteration 29Q: 3 clusters Score -1728621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1728621.125000 Penalty: 4611.891602
	Iteration 30Q: 3 clusters Score -1728621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1728621.125000 Penalty: 4611.891602
	Iteration 31F: 3 clusters Score -1728621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Entering Unmasked Estep 
Score: -429295.031250 Penalty: 1965.259644
	Iteration 0F: 2 clusters Score -429295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -426206.156250 Penalty: 3930.519287
	Iteration 0F: 3 clusters Score -426206.2 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -426811.625000 Penalty: 3930.519287
	Iteration 1F: 3 clusters Score -426811.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -426980.031250 Penalty: 3930.519287
	Iteration 2F: 3 clusters Score -426980 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -427080.500000 Penalty: 3930.519287
	Iteration 3F: 3 clusters Score -427080.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -427144.093750 Penalty: 3930.519287
	Iteration 4Q: 3 clusters Score -427144.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -427193.312500 Penalty: 3930.519287
	Iteration 5Q: 3 clusters Score -427193.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -427242.250000 Penalty: 3930.519287
	Iteration 6Q: 3 clusters Score -427242.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -427278.937500 Penalty: 3930.519287
	Iteration 7Q: 3 clusters Score -427278.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -427305.687500 Penalty: 3930.519287
	Iteration 8Q: 3 clusters Score -427305.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -427340.375000 Penalty: 3930.519287
	Iteration 9Q: 3 clusters Score -427340.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -427375.781250 Penalty: 3930.519287
	Iteration 10Q: 3 clusters Score -427375.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -427412.625000 Penalty: 3930.519287
	Iteration 11Q: 3 clusters Score -427412.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -427444.062500 Penalty: 3930.519287
	Iteration 12Q: 3 clusters Score -427444.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -427471.250000 Penalty: 3930.519287
	Iteration 13Q: 3 clusters Score -427471.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -427498.718750 Penalty: 3930.519287
	Iteration 14Q: 3 clusters Score -427498.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -427533.062500 Penalty: 3930.519287
	Iteration 15Q: 3 clusters Score -427533.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -427563.656250 Penalty: 3930.519287
	Iteration 16Q: 3 clusters Score -427563.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -427598.562500 Penalty: 3930.519287
	Iteration 17Q: 3 clusters Score -427598.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -427630.437500 Penalty: 3930.519287
	Iteration 18Q: 3 clusters Score -427630.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -427658.625000 Penalty: 3930.519287
	Iteration 19Q: 3 clusters Score -427658.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -427685.968750 Penalty: 3930.519287
	Iteration 20F: 3 clusters Score -427686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -427721.937500 Penalty: 3930.519287
	Iteration 21Q: 3 clusters Score -427721.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -427755.437500 Penalty: 3930.519287
	Iteration 22Q: 3 clusters Score -427755.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -427772.937500 Penalty: 3930.519287
	Iteration 23Q: 3 clusters Score -427772.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -427783.343750 Penalty: 3930.519287
	Iteration 24Q: 3 clusters Score -427783.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -427790.625000 Penalty: 3930.519287
	Iteration 25Q: 3 clusters Score -427790.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -427797.562500 Penalty: 3930.519287
	Iteration 26Q: 3 clusters Score -427797.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -427801.687500 Penalty: 3930.519287
	Iteration 27Q: 3 clusters Score -427801.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -427805.062500 Penalty: 3930.519287
	Iteration 28Q: 3 clusters Score -427805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -427805.906250 Penalty: 3930.519287
	Iteration 29Q: 3 clusters Score -427805.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -427807.656250 Penalty: 3930.519287
	Iteration 30Q: 3 clusters Score -427807.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -427810.125000 Penalty: 3930.519287
	Iteration 31Q: 3 clusters Score -427810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -427813.906250 Penalty: 3930.519287
	Iteration 32Q: 3 clusters Score -427813.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -427818.812500 Penalty: 3930.519287
	Iteration 33Q: 3 clusters Score -427818.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -427826.625000 Penalty: 3930.519287
	Iteration 34Q: 3 clusters Score -427826.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -427829.718750 Penalty: 3930.519287
	Iteration 35Q: 3 clusters Score -427829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -427831.781250 Penalty: 3930.519287
	Iteration 36Q: 3 clusters Score -427831.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -427834.718750 Penalty: 3930.519287
	Iteration 37Q: 3 clusters Score -427834.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -427836.625000 Penalty: 3930.519287
	Iteration 38Q: 3 clusters Score -427836.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -427836.625000 Penalty: 3930.519287
	Iteration 39F: 3 clusters Score -427836.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -539107.187500 Penalty: 2037.924805
	Iteration 0F: 2 clusters Score -539107.2 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 1796 members 
Entering Unmasked Estep 
Score: -535438.500000 Penalty: 4075.849609
	Iteration 0F: 3 clusters Score -535438.5 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -536266.000000 Penalty: 4075.849609
	Iteration 1F: 3 clusters Score -536266 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -536490.750000 Penalty: 4075.849609
	Iteration 2F: 3 clusters Score -536490.8 nChanged 204
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: -536664.062500 Penalty: 4075.849609
	Iteration 3F: 3 clusters Score -536664.1 nChanged 162
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: -536814.062500 Penalty: 4075.849609
	Iteration 4Q: 3 clusters Score -536814.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -536943.062500 Penalty: 4075.849609
	Iteration 5Q: 3 clusters Score -536943.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -537040.562500 Penalty: 4075.849609
	Iteration 6Q: 3 clusters Score -537040.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -537119.875000 Penalty: 4075.849609
	Iteration 7Q: 3 clusters Score -537119.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -537179.187500 Penalty: 4075.849609
	Iteration 8Q: 3 clusters Score -537179.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -537233.125000 Penalty: 4075.849609
	Iteration 9Q: 3 clusters Score -537233.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -537277.625000 Penalty: 4075.849609
	Iteration 10Q: 3 clusters Score -537277.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -537321.625000 Penalty: 4075.849609
	Iteration 11Q: 3 clusters Score -537321.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -537357.500000 Penalty: 4075.849609
	Iteration 12Q: 3 clusters Score -537357.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -537392.125000 Penalty: 4075.849609
	Iteration 13Q: 3 clusters Score -537392.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -537422.375000 Penalty: 4075.849609
	Iteration 14Q: 3 clusters Score -537422.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -537455.187500 Penalty: 4075.849609
	Iteration 15Q: 3 clusters Score -537455.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -537473.625000 Penalty: 4075.849609
	Iteration 16Q: 3 clusters Score -537473.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -537492.875000 Penalty: 4075.849609
	Iteration 17Q: 3 clusters Score -537492.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -537506.937500 Penalty: 4075.849609
	Iteration 18Q: 3 clusters Score -537506.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -537513.625000 Penalty: 4075.849609
	Iteration 19Q: 3 clusters Score -537513.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -537519.000000 Penalty: 4075.849609
	Iteration 20F: 3 clusters Score -537519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -537523.625000 Penalty: 4075.849609
	Iteration 21Q: 3 clusters Score -537523.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -537527.875000 Penalty: 4075.849609
	Iteration 22Q: 3 clusters Score -537527.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -537530.625000 Penalty: 4075.849609
	Iteration 23Q: 3 clusters Score -537530.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -537536.750000 Penalty: 4075.849609
	Iteration 24Q: 3 clusters Score -537536.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -537541.687500 Penalty: 4075.849609
	Iteration 25Q: 3 clusters Score -537541.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -537546.750000 Penalty: 4075.849609
	Iteration 26Q: 3 clusters Score -537546.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -537556.437500 Penalty: 4075.849609
	Iteration 27Q: 3 clusters Score -537556.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -537565.437500 Penalty: 4075.849609
	Iteration 28Q: 3 clusters Score -537565.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -537570.375000 Penalty: 4075.849609
	Iteration 29Q: 3 clusters Score -537570.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -537579.750000 Penalty: 4075.849609
	Iteration 30Q: 3 clusters Score -537579.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -537590.687500 Penalty: 4075.849609
	Iteration 31Q: 3 clusters Score -537590.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -537598.625000 Penalty: 4075.849609
	Iteration 32Q: 3 clusters Score -537598.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -537603.875000 Penalty: 4075.849609
	Iteration 33Q: 3 clusters Score -537603.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -537607.875000 Penalty: 4075.849609
	Iteration 34Q: 3 clusters Score -537607.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -537613.562500 Penalty: 4075.849609
	Iteration 35Q: 3 clusters Score -537613.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -537617.250000 Penalty: 4075.849609
	Iteration 36Q: 3 clusters Score -537617.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -537623.375000 Penalty: 4075.849609
	Iteration 37Q: 3 clusters Score -537623.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -537629.937500 Penalty: 4075.849609
	Iteration 38Q: 3 clusters Score -537629.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -537637.625000 Penalty: 4075.849609
	Iteration 39Q: 3 clusters Score -537637.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -537641.187500 Penalty: 4075.849609
	Iteration 40F: 3 clusters Score -537641.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -537646.500000 Penalty: 4075.849609
	Iteration 41Q: 3 clusters Score -537646.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -537649.312500 Penalty: 4075.849609
	Iteration 42Q: 3 clusters Score -537649.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -537652.500000 Penalty: 4075.849609
	Iteration 43Q: 3 clusters Score -537652.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -537654.937500 Penalty: 4075.849609
	Iteration 44Q: 3 clusters Score -537654.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -537657.250000 Penalty: 4075.849609
	Iteration 45Q: 3 clusters Score -537657.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -537658.125000 Penalty: 4075.849609
	Iteration 46Q: 3 clusters Score -537658.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -537658.812500 Penalty: 4075.849609
	Iteration 47Q: 3 clusters Score -537658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -537658.937500 Penalty: 4075.849609
	Iteration 48Q: 3 clusters Score -537658.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -537658.937500 Penalty: 4075.849609
	Iteration 49F: 3 clusters Score -537658.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Entering Unmasked Estep 
Score: -1252421.125000 Penalty: 2248.885254
	Iteration 0F: 2 clusters Score -1252421 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 4292 members 
Entering Unmasked Estep 
Score: -1245591.750000 Penalty: 4497.770508
	Iteration 0F: 3 clusters Score -1245592 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1247694.875000 Penalty: 4497.770508
	Iteration 1F: 3 clusters Score -1247695 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1248114.500000 Penalty: 4497.770508
	Iteration 2F: 3 clusters Score -1248114 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1248460.000000 Penalty: 4497.770508
	Iteration 3F: 3 clusters Score -1248460 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1248812.375000 Penalty: 4497.770508
	Iteration 4F: 3 clusters Score -1248812 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1249193.750000 Penalty: 4497.770508
	Iteration 5F: 3 clusters Score -1249194 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1249630.750000 Penalty: 4497.770508
	Iteration 6F: 3 clusters Score -1249631 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1250067.250000 Penalty: 4497.770508
	Iteration 7F: 3 clusters Score -1250067 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1250337.000000 Penalty: 4497.770508
	Iteration 8Q: 3 clusters Score -1250337 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1250478.000000 Penalty: 4497.770508
	Iteration 9Q: 3 clusters Score -1250478 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1250566.000000 Penalty: 4497.770508
	Iteration 10Q: 3 clusters Score -1250566 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1250618.875000 Penalty: 4497.770508
	Iteration 11Q: 3 clusters Score -1250619 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1250656.875000 Penalty: 4497.770508
	Iteration 12Q: 3 clusters Score -1250657 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1250681.750000 Penalty: 4497.770508
	Iteration 13Q: 3 clusters Score -1250682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1250702.875000 Penalty: 4497.770508
	Iteration 14Q: 3 clusters Score -1250703 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1250721.625000 Penalty: 4497.770508
	Iteration 15Q: 3 clusters Score -1250722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1250735.750000 Penalty: 4497.770508
	Iteration 16Q: 3 clusters Score -1250736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1250744.625000 Penalty: 4497.770508
	Iteration 17Q: 3 clusters Score -1250745 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1250760.000000 Penalty: 4497.770508
	Iteration 18Q: 3 clusters Score -1250760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1250769.375000 Penalty: 4497.770508
	Iteration 19Q: 3 clusters Score -1250769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1250783.875000 Penalty: 4497.770508
	Iteration 20F: 3 clusters Score -1250784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1250793.375000 Penalty: 4497.770508
	Iteration 21Q: 3 clusters Score -1250793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1250802.250000 Penalty: 4497.770508
	Iteration 22Q: 3 clusters Score -1250802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1250808.750000 Penalty: 4497.770508
	Iteration 23Q: 3 clusters Score -1250809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1250816.000000 Penalty: 4497.770508
	Iteration 24Q: 3 clusters Score -1250816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1250820.625000 Penalty: 4497.770508
	Iteration 25Q: 3 clusters Score -1250821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1250827.000000 Penalty: 4497.770508
	Iteration 26Q: 3 clusters Score -1250827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1250830.750000 Penalty: 4497.770508
	Iteration 27Q: 3 clusters Score -1250831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1250842.000000 Penalty: 4497.770508
	Iteration 28Q: 3 clusters Score -1250842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1250855.250000 Penalty: 4497.770508
	Iteration 29Q: 3 clusters Score -1250855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1250866.875000 Penalty: 4497.770508
	Iteration 30Q: 3 clusters Score -1250867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1250873.125000 Penalty: 4497.770508
	Iteration 31Q: 3 clusters Score -1250873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1250880.250000 Penalty: 4497.770508
	Iteration 32Q: 3 clusters Score -1250880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1250887.875000 Penalty: 4497.770508
	Iteration 33Q: 3 clusters Score -1250888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1250894.125000 Penalty: 4497.770508
	Iteration 34Q: 3 clusters Score -1250894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1250895.125000 Penalty: 4497.770508
	Iteration 35Q: 3 clusters Score -1250895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1250901.500000 Penalty: 4497.770508
	Iteration 36Q: 3 clusters Score -1250902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1250905.750000 Penalty: 4497.770508
	Iteration 37Q: 3 clusters Score -1250906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1250903.000000 Penalty: 4497.770508
	Iteration 38Q: 3 clusters Score -1250903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1250907.000000 Penalty: 4497.770508
	Iteration 39Q: 3 clusters Score -1250907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1250906.125000 Penalty: 4497.770508
	Iteration 40F: 3 clusters Score -1250906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1250908.625000 Penalty: 4497.770508
	Iteration 41Q: 3 clusters Score -1250909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1250910.875000 Penalty: 4497.770508
	Iteration 42Q: 3 clusters Score -1250911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1250914.250000 Penalty: 4497.770508
	Iteration 43Q: 3 clusters Score -1250914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1250913.875000 Penalty: 4497.770508
	Iteration 44Q: 3 clusters Score -1250914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1250918.875000 Penalty: 4497.770508
	Iteration 45Q: 3 clusters Score -1250919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1250921.250000 Penalty: 4497.770508
	Iteration 46Q: 3 clusters Score -1250921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1250923.125000 Penalty: 4497.770508
	Iteration 47Q: 3 clusters Score -1250923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1250924.125000 Penalty: 4497.770508
	Iteration 48Q: 3 clusters Score -1250924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1250925.750000 Penalty: 4497.770508
	Iteration 49Q: 3 clusters Score -1250926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1250928.125000 Penalty: 4497.770508
	Iteration 50Q: 3 clusters Score -1250928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1250927.375000 Penalty: 4497.770508
	Iteration 51Q: 3 clusters Score -1250927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1250928.000000 Penalty: 4497.770508
	Iteration 52Q: 3 clusters Score -1250928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1250929.750000 Penalty: 4497.770508
	Iteration 53Q: 3 clusters Score -1250930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1250927.875000 Penalty: 4497.770508
	Iteration 54Q: 3 clusters Score -1250928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1250928.500000 Penalty: 4497.770508
	Iteration 55Q: 3 clusters Score -1250928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1250929.750000 Penalty: 4497.770508
	Iteration 56Q: 3 clusters Score -1250930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1250933.375000 Penalty: 4497.770508
	Iteration 57Q: 3 clusters Score -1250933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1250932.625000 Penalty: 4497.770508
	Iteration 58Q: 3 clusters Score -1250933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1250932.750000 Penalty: 4497.770508
	Iteration 59Q: 3 clusters Score -1250933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1250933.250000 Penalty: 4497.770508
	Iteration 60F: 3 clusters Score -1250933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -49817.855469 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -49817.86 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 183 members 
Entering Unmasked Estep 
Score: -48492.800781 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -48492.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48640.683594 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -48640.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48714.875000 Penalty: 2904.115723
	Iteration 2F: 3 clusters Score -48714.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48749.867188 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -48749.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -48789.175781 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -48789.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -48812.429688 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -48812.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48814.460938 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -48814.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48819.089844 Penalty: 2904.115723
	Iteration 7Q: 3 clusters Score -48819.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48819.089844 Penalty: 2904.115723
	Iteration 8F: 3 clusters Score -48819.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Entering Unmasked Estep 
Score: -2641099.000000 Penalty: 2411.285156
	Iteration 0F: 2 clusters Score -2641099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2628975.750000 Penalty: 4822.570312
	Iteration 0F: 3 clusters Score -2628976 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2633003.500000 Penalty: 4822.570312
	Iteration 1F: 3 clusters Score -2633004 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2633386.750000 Penalty: 4822.570312
	Iteration 2F: 3 clusters Score -2633387 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2633713.500000 Penalty: 4822.570312
	Iteration 3Q: 3 clusters Score -2633714 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2634014.000000 Penalty: 4822.570312
	Iteration 4Q: 3 clusters Score -2634014 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2634301.250000 Penalty: 4822.570312
	Iteration 5Q: 3 clusters Score -2634301 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2634605.000000 Penalty: 4822.570312
	Iteration 6Q: 3 clusters Score -2634605 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2634946.500000 Penalty: 4822.570312
	Iteration 7Q: 3 clusters Score -2634946 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2635370.250000 Penalty: 4822.570312
	Iteration 8Q: 3 clusters Score -2635370 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2635880.500000 Penalty: 4822.570312
	Iteration 9Q: 3 clusters Score -2635880 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2636403.250000 Penalty: 4822.570312
	Iteration 10Q: 3 clusters Score -2636403 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2636908.000000 Penalty: 4822.570312
	Iteration 11Q: 3 clusters Score -2636908 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2637377.500000 Penalty: 4822.570312
	Iteration 12Q: 3 clusters Score -2637378 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2637786.250000 Penalty: 4822.570312
	Iteration 13Q: 3 clusters Score -2637786 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2638027.250000 Penalty: 4822.570312
	Iteration 14Q: 3 clusters Score -2638027 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2638180.500000 Penalty: 4822.570312
	Iteration 15Q: 3 clusters Score -2638180 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2638253.000000 Penalty: 4822.570312
	Iteration 16Q: 3 clusters Score -2638253 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2638347.000000 Penalty: 4822.570312
	Iteration 17Q: 3 clusters Score -2638347 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2638431.500000 Penalty: 4822.570312
	Iteration 18Q: 3 clusters Score -2638432 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2638515.250000 Penalty: 4822.570312
	Iteration 19Q: 3 clusters Score -2638515 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2638575.250000 Penalty: 4822.570312
	Iteration 20F: 3 clusters Score -2638575 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2638642.500000 Penalty: 4822.570312
	Iteration 21Q: 3 clusters Score -2638642 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2638698.500000 Penalty: 4822.570312
	Iteration 22Q: 3 clusters Score -2638698 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2638752.250000 Penalty: 4822.570312
	Iteration 23Q: 3 clusters Score -2638752 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2638825.250000 Penalty: 4822.570312
	Iteration 24Q: 3 clusters Score -2638825 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2638871.750000 Penalty: 4822.570312
	Iteration 25Q: 3 clusters Score -2638872 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2638903.500000 Penalty: 4822.570312
	Iteration 26Q: 3 clusters Score -2638904 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2638934.000000 Penalty: 4822.570312
	Iteration 27Q: 3 clusters Score -2638934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2638956.000000 Penalty: 4822.570312
	Iteration 28Q: 3 clusters Score -2638956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2638986.000000 Penalty: 4822.570312
	Iteration 29Q: 3 clusters Score -2638986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2639006.750000 Penalty: 4822.570312
	Iteration 30Q: 3 clusters Score -2639007 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2639021.250000 Penalty: 4822.570312
	Iteration 31Q: 3 clusters Score -2639021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2639034.000000 Penalty: 4822.570312
	Iteration 32Q: 3 clusters Score -2639034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2639045.500000 Penalty: 4822.570312
	Iteration 33Q: 3 clusters Score -2639046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2639055.000000 Penalty: 4822.570312
	Iteration 34Q: 3 clusters Score -2639055 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2639060.750000 Penalty: 4822.570312
	Iteration 35Q: 3 clusters Score -2639061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2639077.250000 Penalty: 4822.570312
	Iteration 36Q: 3 clusters Score -2639077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2639083.750000 Penalty: 4822.570312
	Iteration 37Q: 3 clusters Score -2639084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2639093.500000 Penalty: 4822.570312
	Iteration 38Q: 3 clusters Score -2639094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2639098.000000 Penalty: 4822.570312
	Iteration 39Q: 3 clusters Score -2639098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2639105.500000 Penalty: 4822.570312
	Iteration 40F: 3 clusters Score -2639106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2639107.750000 Penalty: 4822.570312
	Iteration 41Q: 3 clusters Score -2639108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2639108.000000 Penalty: 4822.570312
	Iteration 42Q: 3 clusters Score -2639108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2639109.250000 Penalty: 4822.570312
	Iteration 43Q: 3 clusters Score -2639109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2639109.250000 Penalty: 4822.570312
	Iteration 44Q: 3 clusters Score -2639109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2639107.500000 Penalty: 4822.570312
	Iteration 45Q: 3 clusters Score -2639108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2639110.250000 Penalty: 4822.570312
	Iteration 46Q: 3 clusters Score -2639110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2639110.250000 Penalty: 4822.570312
	Iteration 47F: 3 clusters Score -2639110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -56756.746094 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -56756.75 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 215 members 
Entering Unmasked Estep 
Score: -55439.871094 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -55439.87 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55687.523438 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -55687.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55767.617188 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -55767.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -55864.570312 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -55864.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55962.347656 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -55962.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56040.761719 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -56040.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -56127.429688 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -56127.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56167.882812 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -56167.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56229.660156 Penalty: 2988.829590
	Iteration 8Q: 3 clusters Score -56229.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -56258.457031 Penalty: 2988.829590
	Iteration 9Q: 3 clusters Score -56258.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -56314.730469 Penalty: 2988.829590
	Iteration 10Q: 3 clusters Score -56314.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -56414.656250 Penalty: 2988.829590
	Iteration 11Q: 3 clusters Score -56414.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56560.890625 Penalty: 2988.829590
	Iteration 12Q: 3 clusters Score -56560.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56704.597656 Penalty: 2988.829590
	Iteration 13Q: 3 clusters Score -56704.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56759.367188 Penalty: 2988.829590
	Iteration 14Q: 3 clusters Score -56759.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56759.367188 Penalty: 2988.829590
	Iteration 15F: 3 clusters Score -56759.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33236 members 
Mstep: Class 3 contains 113008 members 
Mstep: Class 4 contains 26202 members 
Mstep: Class 5 contains 6982 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15946 members 
Mstep: Class 11 contains 5566 members 
Mstep: Class 12 contains 4019 members 
Mstep: Class 13 contains 30517 members 
Mstep: Class 14 contains 5896 members 
Mstep: Class 15 contains 11315 members 
Mstep: Class 16 contains 81186 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7174 members 
Mstep: Class 19 contains 32251 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 7354 members 
Mstep: Class 22 contains 97665 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8767 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16751 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54613 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10588 members 
Mstep: Class 34 contains 19469 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18218 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 10918 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3705 members 
Mstep: Class 43 contains 8674 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16696 members 
Mstep: Class 46 contains 123 members 
Mstep: Class 47 contains 39691 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21162 members 
Mstep: Class 50 contains 3595 members 
Mstep: Class 51 contains 3848 members 
Mstep: Class 52 contains 11636 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2726 members 
Mstep: Class 55 contains 291 members 
Entering Unmasked Estep 
Score: -122575800.000000 Penalty: 185416.921875
Splitting cluster 46 changes total score from -122577552.000000 to -122575800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 47 (39691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Entering Unmasked Estep 
Score: -6261835.000000 Penalty: 2626.042236
	Iteration 0F: 2 clusters Score -6261835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -6234957.500000 Penalty: 5252.084473
	Iteration 0F: 3 clusters Score -6234958 nChanged 18181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -6245096.000000 Penalty: 5252.084473
	Iteration 1F: 3 clusters Score -6245096 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -6245878.500000 Penalty: 5252.084473
	Iteration 2Q: 3 clusters Score -6245878 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -6246824.000000 Penalty: 5252.084473
	Iteration 3F: 3 clusters Score -6246824 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -6247928.000000 Penalty: 5252.084473
	Iteration 4F: 3 clusters Score -6247928 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -6249218.000000 Penalty: 5252.084473
	Iteration 5F: 3 clusters Score -6249218 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -6250766.000000 Penalty: 5252.084473
	Iteration 6F: 3 clusters Score -6250766 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -6252590.500000 Penalty: 5252.084473
	Iteration 7F: 3 clusters Score -6252590 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -6254591.500000 Penalty: 5252.084473
	Iteration 8F: 3 clusters Score -6254592 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -6256334.000000 Penalty: 5252.084473
	Iteration 9F: 3 clusters Score -6256334 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -6257459.500000 Penalty: 5252.084473
	Iteration 10Q: 3 clusters Score -6257460 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -6258131.000000 Penalty: 5252.084473
	Iteration 11Q: 3 clusters Score -6258131 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -6258476.000000 Penalty: 5252.084473
	Iteration 12Q: 3 clusters Score -6258476 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -6258706.000000 Penalty: 5252.084473
	Iteration 13Q: 3 clusters Score -6258706 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -6258840.000000 Penalty: 5252.084473
	Iteration 14Q: 3 clusters Score -6258840 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -6258971.000000 Penalty: 5252.084473
	Iteration 15Q: 3 clusters Score -6258971 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -6259078.000000 Penalty: 5252.084473
	Iteration 16Q: 3 clusters Score -6259078 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -6259143.500000 Penalty: 5252.084473
	Iteration 17Q: 3 clusters Score -6259144 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -6259238.500000 Penalty: 5252.084473
	Iteration 18Q: 3 clusters Score -6259238 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -6259289.000000 Penalty: 5252.084473
	Iteration 19Q: 3 clusters Score -6259289 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -6259379.000000 Penalty: 5252.084473
	Iteration 20F: 3 clusters Score -6259379 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -6259447.500000 Penalty: 5252.084473
	Iteration 21Q: 3 clusters Score -6259448 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -6259520.000000 Penalty: 5252.084473
	Iteration 22Q: 3 clusters Score -6259520 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -6259626.000000 Penalty: 5252.084473
	Iteration 23Q: 3 clusters Score -6259626 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -6259712.000000 Penalty: 5252.084473
	Iteration 24Q: 3 clusters Score -6259712 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -6259741.000000 Penalty: 5252.084473
	Iteration 25Q: 3 clusters Score -6259741 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -6259835.000000 Penalty: 5252.084473
	Iteration 26Q: 3 clusters Score -6259835 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -6259878.000000 Penalty: 5252.084473
	Iteration 27Q: 3 clusters Score -6259878 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -6259942.000000 Penalty: 5252.084473
	Iteration 28Q: 3 clusters Score -6259942 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -6259963.000000 Penalty: 5252.084473
	Iteration 29Q: 3 clusters Score -6259963 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -6260015.000000 Penalty: 5252.084473
	Iteration 30Q: 3 clusters Score -6260015 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -6260053.000000 Penalty: 5252.084473
	Iteration 31Q: 3 clusters Score -6260053 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -6260090.500000 Penalty: 5252.084473
	Iteration 32Q: 3 clusters Score -6260090 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -6260124.000000 Penalty: 5252.084473
	Iteration 33Q: 3 clusters Score -6260124 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -6260132.000000 Penalty: 5252.084473
	Iteration 34Q: 3 clusters Score -6260132 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -6260165.000000 Penalty: 5252.084473
	Iteration 35Q: 3 clusters Score -6260165 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -6260169.500000 Penalty: 5252.084473
	Iteration 36Q: 3 clusters Score -6260170 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -6260165.000000 Penalty: 5252.084473
	Iteration 37Q: 3 clusters Score -6260165 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -6260180.500000 Penalty: 5252.084473
	Iteration 38Q: 3 clusters Score -6260180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -6260205.000000 Penalty: 5252.084473
	Iteration 39Q: 3 clusters Score -6260205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -6260218.500000 Penalty: 5252.084473
	Iteration 40F: 3 clusters Score -6260218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -6260229.000000 Penalty: 5252.084473
	Iteration 41Q: 3 clusters Score -6260229 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -6260240.000000 Penalty: 5252.084473
	Iteration 42Q: 3 clusters Score -6260240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -6260249.500000 Penalty: 5252.084473
	Iteration 43Q: 3 clusters Score -6260250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -6260245.000000 Penalty: 5252.084473
	Iteration 44Q: 3 clusters Score -6260245 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -6260250.500000 Penalty: 5252.084473
	Iteration 45Q: 3 clusters Score -6260250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -6260253.000000 Penalty: 5252.084473
	Iteration 46Q: 3 clusters Score -6260253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -6260262.000000 Penalty: 5252.084473
	Iteration 47Q: 3 clusters Score -6260262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -6260274.000000 Penalty: 5252.084473
	Iteration 48Q: 3 clusters Score -6260274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -6260272.500000 Penalty: 5252.084473
	Iteration 49Q: 3 clusters Score -6260272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -6260270.500000 Penalty: 5252.084473
	Iteration 50Q: 3 clusters Score -6260270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -6260283.500000 Penalty: 5252.084473
	Iteration 51Q: 3 clusters Score -6260284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -6260287.000000 Penalty: 5252.084473
	Iteration 52Q: 3 clusters Score -6260287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -6260297.500000 Penalty: 5252.084473
	Iteration 53Q: 3 clusters Score -6260298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -6260299.500000 Penalty: 5252.084473
	Iteration 54Q: 3 clusters Score -6260300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -6260311.000000 Penalty: 5252.084473
	Iteration 55Q: 3 clusters Score -6260311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -6260320.000000 Penalty: 5252.084473
	Iteration 56Q: 3 clusters Score -6260320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -6260325.500000 Penalty: 5252.084473
	Iteration 57Q: 3 clusters Score -6260326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -6260321.500000 Penalty: 5252.084473
	Iteration 58Q: 3 clusters Score -6260322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -6260319.000000 Penalty: 5252.084473
	Iteration 59Q: 3 clusters Score -6260319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -6260324.500000 Penalty: 5252.084473
	Iteration 60F: 3 clusters Score -6260324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -6260325.000000 Penalty: 5252.084473
	Iteration 61Q: 3 clusters Score -6260325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -6260341.500000 Penalty: 5252.084473
	Iteration 62Q: 3 clusters Score -6260342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -6260335.500000 Penalty: 5252.084473
	Iteration 63Q: 3 clusters Score -6260336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -6260336.500000 Penalty: 5252.084473
	Iteration 64Q: 3 clusters Score -6260336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -6260337.000000 Penalty: 5252.084473
	Iteration 65Q: 3 clusters Score -6260337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -6260330.500000 Penalty: 5252.084473
	Iteration 66Q: 3 clusters Score -6260330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -6260337.500000 Penalty: 5252.084473
	Iteration 67Q: 3 clusters Score -6260338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -6260343.000000 Penalty: 5252.084473
	Iteration 68Q: 3 clusters Score -6260343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -6260351.000000 Penalty: 5252.084473
	Iteration 69Q: 3 clusters Score -6260351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -6260349.000000 Penalty: 5252.084473
	Iteration 70Q: 3 clusters Score -6260349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -6260354.500000 Penalty: 5252.084473
	Iteration 71Q: 3 clusters Score -6260354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -6260350.500000 Penalty: 5252.084473
	Iteration 72Q: 3 clusters Score -6260350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -6260356.500000 Penalty: 5252.084473
	Iteration 73Q: 3 clusters Score -6260356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -6260365.000000 Penalty: 5252.084473
	Iteration 74Q: 3 clusters Score -6260365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -6260361.000000 Penalty: 5252.084473
	Iteration 75Q: 3 clusters Score -6260361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -6260366.500000 Penalty: 5252.084473
	Iteration 76Q: 3 clusters Score -6260366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -6260371.500000 Penalty: 5252.084473
	Iteration 77Q: 3 clusters Score -6260372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -6260376.500000 Penalty: 5252.084473
	Iteration 78Q: 3 clusters Score -6260376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -6260381.500000 Penalty: 5252.084473
	Iteration 79Q: 3 clusters Score -6260382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -6260384.500000 Penalty: 5252.084473
	Iteration 80F: 3 clusters Score -6260384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -6260378.000000 Penalty: 5252.084473
	Iteration 81Q: 3 clusters Score -6260378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -6260378.000000 Penalty: 5252.084473
	Iteration 82Q: 3 clusters Score -6260378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -6260374.000000 Penalty: 5252.084473
	Iteration 83Q: 3 clusters Score -6260374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -6260371.500000 Penalty: 5252.084473
	Iteration 84Q: 3 clusters Score -6260372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -6260371.500000 Penalty: 5252.084473
	Iteration 85F: 3 clusters Score -6260372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Entering Unmasked Estep 
Score: -530728.375000 Penalty: 2022.672241
	Iteration 0F: 2 clusters Score -530728.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -527151.750000 Penalty: 4045.344482
	Iteration 0F: 3 clusters Score -527151.8 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -528022.062500 Penalty: 4045.344482
	Iteration 1F: 3 clusters Score -528022.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -528288.312500 Penalty: 4045.344482
	Iteration 2F: 3 clusters Score -528288.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -528484.187500 Penalty: 4045.344482
	Iteration 3F: 3 clusters Score -528484.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -528602.062500 Penalty: 4045.344482
	Iteration 4Q: 3 clusters Score -528602.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -528710.437500 Penalty: 4045.344482
	Iteration 5Q: 3 clusters Score -528710.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -528803.687500 Penalty: 4045.344482
	Iteration 6Q: 3 clusters Score -528803.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -528892.312500 Penalty: 4045.344482
	Iteration 7Q: 3 clusters Score -528892.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -528960.437500 Penalty: 4045.344482
	Iteration 8Q: 3 clusters Score -528960.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -529003.437500 Penalty: 4045.344482
	Iteration 9Q: 3 clusters Score -529003.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -529036.062500 Penalty: 4045.344482
	Iteration 10Q: 3 clusters Score -529036.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -529064.250000 Penalty: 4045.344482
	Iteration 11Q: 3 clusters Score -529064.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -529087.000000 Penalty: 4045.344482
	Iteration 12Q: 3 clusters Score -529087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -529105.125000 Penalty: 4045.344482
	Iteration 13Q: 3 clusters Score -529105.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -529122.500000 Penalty: 4045.344482
	Iteration 14Q: 3 clusters Score -529122.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -529135.875000 Penalty: 4045.344482
	Iteration 15Q: 3 clusters Score -529135.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -529149.312500 Penalty: 4045.344482
	Iteration 16Q: 3 clusters Score -529149.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -529163.437500 Penalty: 4045.344482
	Iteration 17Q: 3 clusters Score -529163.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -529176.937500 Penalty: 4045.344482
	Iteration 18Q: 3 clusters Score -529176.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -529190.750000 Penalty: 4045.344482
	Iteration 19Q: 3 clusters Score -529190.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -529197.000000 Penalty: 4045.344482
	Iteration 20F: 3 clusters Score -529197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -529201.625000 Penalty: 4045.344482
	Iteration 21Q: 3 clusters Score -529201.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -529203.875000 Penalty: 4045.344482
	Iteration 22Q: 3 clusters Score -529203.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -529205.000000 Penalty: 4045.344482
	Iteration 23Q: 3 clusters Score -529205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -529206.187500 Penalty: 4045.344482
	Iteration 24Q: 3 clusters Score -529206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -529207.250000 Penalty: 4045.344482
	Iteration 25Q: 3 clusters Score -529207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -529207.562500 Penalty: 4045.344482
	Iteration 26Q: 3 clusters Score -529207.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -529207.562500 Penalty: 4045.344482
	Iteration 27F: 3 clusters Score -529207.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (21162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Entering Unmasked Estep 
Score: -3315900.500000 Penalty: 2470.070801
	Iteration 0F: 2 clusters Score -3315900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -3300929.250000 Penalty: 4940.141602
	Iteration 0F: 3 clusters Score -3300929 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -3306061.250000 Penalty: 4940.141602
	Iteration 1F: 3 clusters Score -3306061 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -3306505.250000 Penalty: 4940.141602
	Iteration 2F: 3 clusters Score -3306505 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3306887.500000 Penalty: 4940.141602
	Iteration 3Q: 3 clusters Score -3306888 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3307263.500000 Penalty: 4940.141602
	Iteration 4Q: 3 clusters Score -3307264 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3307615.250000 Penalty: 4940.141602
	Iteration 5Q: 3 clusters Score -3307615 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -3308022.000000 Penalty: 4940.141602
	Iteration 6Q: 3 clusters Score -3308022 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -3308488.000000 Penalty: 4940.141602
	Iteration 7Q: 3 clusters Score -3308488 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -3308984.000000 Penalty: 4940.141602
	Iteration 8Q: 3 clusters Score -3308984 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3309640.000000 Penalty: 4940.141602
	Iteration 9Q: 3 clusters Score -3309640 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -3310339.250000 Penalty: 4940.141602
	Iteration 10Q: 3 clusters Score -3310339 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3310946.500000 Penalty: 4940.141602
	Iteration 11Q: 3 clusters Score -3310946 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3311553.750000 Penalty: 4940.141602
	Iteration 12Q: 3 clusters Score -3311554 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3312099.750000 Penalty: 4940.141602
	Iteration 13Q: 3 clusters Score -3312100 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3312532.750000 Penalty: 4940.141602
	Iteration 14Q: 3 clusters Score -3312533 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3312851.500000 Penalty: 4940.141602
	Iteration 15Q: 3 clusters Score -3312852 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3313111.000000 Penalty: 4940.141602
	Iteration 16Q: 3 clusters Score -3313111 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3313294.250000 Penalty: 4940.141602
	Iteration 17Q: 3 clusters Score -3313294 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3313445.750000 Penalty: 4940.141602
	Iteration 18Q: 3 clusters Score -3313446 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3313563.500000 Penalty: 4940.141602
	Iteration 19Q: 3 clusters Score -3313564 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3313640.000000 Penalty: 4940.141602
	Iteration 20F: 3 clusters Score -3313640 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3313699.250000 Penalty: 4940.141602
	Iteration 21Q: 3 clusters Score -3313699 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3313751.250000 Penalty: 4940.141602
	Iteration 22Q: 3 clusters Score -3313751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3313783.000000 Penalty: 4940.141602
	Iteration 23Q: 3 clusters Score -3313783 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3313814.000000 Penalty: 4940.141602
	Iteration 24Q: 3 clusters Score -3313814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3313829.000000 Penalty: 4940.141602
	Iteration 25Q: 3 clusters Score -3313829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3313848.750000 Penalty: 4940.141602
	Iteration 26Q: 3 clusters Score -3313849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3313859.000000 Penalty: 4940.141602
	Iteration 27Q: 3 clusters Score -3313859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3313873.250000 Penalty: 4940.141602
	Iteration 28Q: 3 clusters Score -3313873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3313881.750000 Penalty: 4940.141602
	Iteration 29Q: 3 clusters Score -3313882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3313892.250000 Penalty: 4940.141602
	Iteration 30Q: 3 clusters Score -3313892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3313903.500000 Penalty: 4940.141602
	Iteration 31Q: 3 clusters Score -3313904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3313914.750000 Penalty: 4940.141602
	Iteration 32Q: 3 clusters Score -3313915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3313920.000000 Penalty: 4940.141602
	Iteration 33Q: 3 clusters Score -3313920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3313924.500000 Penalty: 4940.141602
	Iteration 34Q: 3 clusters Score -3313924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3313927.750000 Penalty: 4940.141602
	Iteration 35Q: 3 clusters Score -3313928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3313940.500000 Penalty: 4940.141602
	Iteration 36Q: 3 clusters Score -3313940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3313958.500000 Penalty: 4940.141602
	Iteration 37Q: 3 clusters Score -3313958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3313964.500000 Penalty: 4940.141602
	Iteration 38Q: 3 clusters Score -3313964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3313972.250000 Penalty: 4940.141602
	Iteration 39Q: 3 clusters Score -3313972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3313986.000000 Penalty: 4940.141602
	Iteration 40F: 3 clusters Score -3313986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3313987.500000 Penalty: 4940.141602
	Iteration 41Q: 3 clusters Score -3313988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3313991.000000 Penalty: 4940.141602
	Iteration 42Q: 3 clusters Score -3313991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3313992.750000 Penalty: 4940.141602
	Iteration 43Q: 3 clusters Score -3313993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3313992.750000 Penalty: 4940.141602
	Iteration 44Q: 3 clusters Score -3313993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3313998.500000 Penalty: 4940.141602
	Iteration 45Q: 3 clusters Score -3313998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3313999.000000 Penalty: 4940.141602
	Iteration 46Q: 3 clusters Score -3313999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3314006.500000 Penalty: 4940.141602
	Iteration 47Q: 3 clusters Score -3314006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3314009.000000 Penalty: 4940.141602
	Iteration 48Q: 3 clusters Score -3314009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3314013.750000 Penalty: 4940.141602
	Iteration 49Q: 3 clusters Score -3314014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3314017.750000 Penalty: 4940.141602
	Iteration 50Q: 3 clusters Score -3314018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3314019.000000 Penalty: 4940.141602
	Iteration 51Q: 3 clusters Score -3314019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3314019.000000 Penalty: 4940.141602
	Iteration 52F: 3 clusters Score -3314019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (3595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Entering Unmasked Estep 
Score: -552550.000000 Penalty: 2030.450317
	Iteration 0F: 2 clusters Score -552550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -548905.250000 Penalty: 4060.900635
	Iteration 0F: 3 clusters Score -548905.2 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -549797.812500 Penalty: 4060.900635
	Iteration 1F: 3 clusters Score -549797.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -550017.250000 Penalty: 4060.900635
	Iteration 2F: 3 clusters Score -550017.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -550227.187500 Penalty: 4060.900635
	Iteration 3F: 3 clusters Score -550227.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -550393.875000 Penalty: 4060.900635
	Iteration 4Q: 3 clusters Score -550393.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -550484.000000 Penalty: 4060.900635
	Iteration 5Q: 3 clusters Score -550484 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -550557.125000 Penalty: 4060.900635
	Iteration 6Q: 3 clusters Score -550557.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -550613.250000 Penalty: 4060.900635
	Iteration 7Q: 3 clusters Score -550613.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -550657.875000 Penalty: 4060.900635
	Iteration 8Q: 3 clusters Score -550657.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -550683.500000 Penalty: 4060.900635
	Iteration 9Q: 3 clusters Score -550683.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -550709.125000 Penalty: 4060.900635
	Iteration 10Q: 3 clusters Score -550709.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -550725.250000 Penalty: 4060.900635
	Iteration 11Q: 3 clusters Score -550725.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -550736.687500 Penalty: 4060.900635
	Iteration 12Q: 3 clusters Score -550736.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -550744.625000 Penalty: 4060.900635
	Iteration 13Q: 3 clusters Score -550744.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -550749.437500 Penalty: 4060.900635
	Iteration 14Q: 3 clusters Score -550749.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -550757.250000 Penalty: 4060.900635
	Iteration 15Q: 3 clusters Score -550757.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -550760.875000 Penalty: 4060.900635
	Iteration 16Q: 3 clusters Score -550760.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -550767.750000 Penalty: 4060.900635
	Iteration 17Q: 3 clusters Score -550767.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -550777.375000 Penalty: 4060.900635
	Iteration 18Q: 3 clusters Score -550777.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -550782.812500 Penalty: 4060.900635
	Iteration 19Q: 3 clusters Score -550782.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -550790.000000 Penalty: 4060.900635
	Iteration 20F: 3 clusters Score -550790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -550795.125000 Penalty: 4060.900635
	Iteration 21Q: 3 clusters Score -550795.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -550799.000000 Penalty: 4060.900635
	Iteration 22Q: 3 clusters Score -550799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -550806.000000 Penalty: 4060.900635
	Iteration 23Q: 3 clusters Score -550806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -550814.812500 Penalty: 4060.900635
	Iteration 24Q: 3 clusters Score -550814.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -550820.750000 Penalty: 4060.900635
	Iteration 25Q: 3 clusters Score -550820.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -550826.312500 Penalty: 4060.900635
	Iteration 26Q: 3 clusters Score -550826.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -550828.562500 Penalty: 4060.900635
	Iteration 27Q: 3 clusters Score -550828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -550830.062500 Penalty: 4060.900635
	Iteration 28Q: 3 clusters Score -550830.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -550833.125000 Penalty: 4060.900635
	Iteration 29Q: 3 clusters Score -550833.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -550834.812500 Penalty: 4060.900635
	Iteration 30Q: 3 clusters Score -550834.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -550836.250000 Penalty: 4060.900635
	Iteration 31Q: 3 clusters Score -550836.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -550837.312500 Penalty: 4060.900635
	Iteration 32Q: 3 clusters Score -550837.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -550839.562500 Penalty: 4060.900635
	Iteration 33Q: 3 clusters Score -550839.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -550842.312500 Penalty: 4060.900635
	Iteration 34Q: 3 clusters Score -550842.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -550847.375000 Penalty: 4060.900635
	Iteration 35Q: 3 clusters Score -550847.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -550853.562500 Penalty: 4060.900635
	Iteration 36Q: 3 clusters Score -550853.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -550862.625000 Penalty: 4060.900635
	Iteration 37Q: 3 clusters Score -550862.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -550870.187500 Penalty: 4060.900635
	Iteration 38Q: 3 clusters Score -550870.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -550881.562500 Penalty: 4060.900635
	Iteration 39Q: 3 clusters Score -550881.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -550896.312500 Penalty: 4060.900635
	Iteration 40F: 3 clusters Score -550896.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -550916.750000 Penalty: 4060.900635
	Iteration 41Q: 3 clusters Score -550916.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -550938.312500 Penalty: 4060.900635
	Iteration 42Q: 3 clusters Score -550938.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -550957.437500 Penalty: 4060.900635
	Iteration 43Q: 3 clusters Score -550957.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -550968.375000 Penalty: 4060.900635
	Iteration 44Q: 3 clusters Score -550968.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -550981.312500 Penalty: 4060.900635
	Iteration 45Q: 3 clusters Score -550981.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -551003.625000 Penalty: 4060.900635
	Iteration 46Q: 3 clusters Score -551003.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -551027.437500 Penalty: 4060.900635
	Iteration 47Q: 3 clusters Score -551027.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -551057.000000 Penalty: 4060.900635
	Iteration 48Q: 3 clusters Score -551057 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -551082.562500 Penalty: 4060.900635
	Iteration 49Q: 3 clusters Score -551082.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -551105.062500 Penalty: 4060.900635
	Iteration 50Q: 3 clusters Score -551105.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -551121.375000 Penalty: 4060.900635
	Iteration 51Q: 3 clusters Score -551121.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -551136.875000 Penalty: 4060.900635
	Iteration 52Q: 3 clusters Score -551136.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -551154.875000 Penalty: 4060.900635
	Iteration 53Q: 3 clusters Score -551154.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -551163.687500 Penalty: 4060.900635
	Iteration 54Q: 3 clusters Score -551163.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -551170.125000 Penalty: 4060.900635
	Iteration 55Q: 3 clusters Score -551170.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -551174.250000 Penalty: 4060.900635
	Iteration 56Q: 3 clusters Score -551174.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -551179.375000 Penalty: 4060.900635
	Iteration 57Q: 3 clusters Score -551179.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -551183.875000 Penalty: 4060.900635
	Iteration 58Q: 3 clusters Score -551183.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -551191.437500 Penalty: 4060.900635
	Iteration 59Q: 3 clusters Score -551191.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -551196.687500 Penalty: 4060.900635
	Iteration 60F: 3 clusters Score -551196.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -551199.125000 Penalty: 4060.900635
	Iteration 61Q: 3 clusters Score -551199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -551199.687500 Penalty: 4060.900635
	Iteration 62Q: 3 clusters Score -551199.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -551199.687500 Penalty: 4060.900635
	Iteration 63Q: 3 clusters Score -551199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -551201.375000 Penalty: 4060.900635
	Iteration 64Q: 3 clusters Score -551201.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -551201.375000 Penalty: 4060.900635
	Iteration 65Q: 3 clusters Score -551201.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -551201.937500 Penalty: 4060.900635
	Iteration 66Q: 3 clusters Score -551201.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -551201.937500 Penalty: 4060.900635
	Iteration 67F: 3 clusters Score -551201.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Entering Unmasked Estep 
Score: -594308.750000 Penalty: 2047.316650
	Iteration 0F: 2 clusters Score -594308.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -590538.750000 Penalty: 4094.633301
	Iteration 0F: 3 clusters Score -590538.8 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -591386.187500 Penalty: 4094.633301
	Iteration 1F: 3 clusters Score -591386.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -591541.187500 Penalty: 4094.633301
	Iteration 2F: 3 clusters Score -591541.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -591629.125000 Penalty: 4094.633301
	Iteration 3Q: 3 clusters Score -591629.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -591697.875000 Penalty: 4094.633301
	Iteration 4Q: 3 clusters Score -591697.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -591741.562500 Penalty: 4094.633301
	Iteration 5Q: 3 clusters Score -591741.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -591777.312500 Penalty: 4094.633301
	Iteration 6Q: 3 clusters Score -591777.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -591817.187500 Penalty: 4094.633301
	Iteration 7Q: 3 clusters Score -591817.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -591863.937500 Penalty: 4094.633301
	Iteration 8Q: 3 clusters Score -591863.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -591901.250000 Penalty: 4094.633301
	Iteration 9Q: 3 clusters Score -591901.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -591939.375000 Penalty: 4094.633301
	Iteration 10Q: 3 clusters Score -591939.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -591981.437500 Penalty: 4094.633301
	Iteration 11Q: 3 clusters Score -591981.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -592018.875000 Penalty: 4094.633301
	Iteration 12Q: 3 clusters Score -592018.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -592053.187500 Penalty: 4094.633301
	Iteration 13Q: 3 clusters Score -592053.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -592092.875000 Penalty: 4094.633301
	Iteration 14Q: 3 clusters Score -592092.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -592128.500000 Penalty: 4094.633301
	Iteration 15Q: 3 clusters Score -592128.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -592160.375000 Penalty: 4094.633301
	Iteration 16Q: 3 clusters Score -592160.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -592190.437500 Penalty: 4094.633301
	Iteration 17Q: 3 clusters Score -592190.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -592232.500000 Penalty: 4094.633301
	Iteration 18Q: 3 clusters Score -592232.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -592275.437500 Penalty: 4094.633301
	Iteration 19Q: 3 clusters Score -592275.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -592321.625000 Penalty: 4094.633301
	Iteration 20F: 3 clusters Score -592321.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -592360.937500 Penalty: 4094.633301
	Iteration 21Q: 3 clusters Score -592360.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -592410.375000 Penalty: 4094.633301
	Iteration 22Q: 3 clusters Score -592410.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -592450.750000 Penalty: 4094.633301
	Iteration 23Q: 3 clusters Score -592450.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -592490.250000 Penalty: 4094.633301
	Iteration 24Q: 3 clusters Score -592490.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -592535.000000 Penalty: 4094.633301
	Iteration 25Q: 3 clusters Score -592535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -592570.500000 Penalty: 4094.633301
	Iteration 26Q: 3 clusters Score -592570.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -592593.500000 Penalty: 4094.633301
	Iteration 27Q: 3 clusters Score -592593.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -592625.562500 Penalty: 4094.633301
	Iteration 28Q: 3 clusters Score -592625.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -592653.375000 Penalty: 4094.633301
	Iteration 29Q: 3 clusters Score -592653.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -592676.750000 Penalty: 4094.633301
	Iteration 30Q: 3 clusters Score -592676.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -592699.187500 Penalty: 4094.633301
	Iteration 31Q: 3 clusters Score -592699.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -592729.625000 Penalty: 4094.633301
	Iteration 32Q: 3 clusters Score -592729.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -592761.750000 Penalty: 4094.633301
	Iteration 33Q: 3 clusters Score -592761.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -592798.375000 Penalty: 4094.633301
	Iteration 34Q: 3 clusters Score -592798.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -592828.250000 Penalty: 4094.633301
	Iteration 35Q: 3 clusters Score -592828.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -592859.187500 Penalty: 4094.633301
	Iteration 36Q: 3 clusters Score -592859.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -592900.187500 Penalty: 4094.633301
	Iteration 37Q: 3 clusters Score -592900.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -592963.312500 Penalty: 4094.633301
	Iteration 38Q: 3 clusters Score -592963.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -593057.312500 Penalty: 4094.633301
	Iteration 39Q: 3 clusters Score -593057.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -593147.312500 Penalty: 4094.633301
	Iteration 40F: 3 clusters Score -593147.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -593216.375000 Penalty: 4094.633301
	Iteration 41Q: 3 clusters Score -593216.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -593252.250000 Penalty: 4094.633301
	Iteration 42Q: 3 clusters Score -593252.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -593276.687500 Penalty: 4094.633301
	Iteration 43Q: 3 clusters Score -593276.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -593292.875000 Penalty: 4094.633301
	Iteration 44Q: 3 clusters Score -593292.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -593303.375000 Penalty: 4094.633301
	Iteration 45Q: 3 clusters Score -593303.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -593311.625000 Penalty: 4094.633301
	Iteration 46Q: 3 clusters Score -593311.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -593316.500000 Penalty: 4094.633301
	Iteration 47Q: 3 clusters Score -593316.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -593319.062500 Penalty: 4094.633301
	Iteration 48Q: 3 clusters Score -593319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -593323.250000 Penalty: 4094.633301
	Iteration 49Q: 3 clusters Score -593323.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -593327.562500 Penalty: 4094.633301
	Iteration 50Q: 3 clusters Score -593327.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -593330.875000 Penalty: 4094.633301
	Iteration 51Q: 3 clusters Score -593330.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -593332.687500 Penalty: 4094.633301
	Iteration 52Q: 3 clusters Score -593332.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -593336.062500 Penalty: 4094.633301
	Iteration 53Q: 3 clusters Score -593336.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -593338.437500 Penalty: 4094.633301
	Iteration 54Q: 3 clusters Score -593338.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -593341.812500 Penalty: 4094.633301
	Iteration 55Q: 3 clusters Score -593341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -593344.062500 Penalty: 4094.633301
	Iteration 56Q: 3 clusters Score -593344.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -593346.125000 Penalty: 4094.633301
	Iteration 57Q: 3 clusters Score -593346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -593347.937500 Penalty: 4094.633301
	Iteration 58Q: 3 clusters Score -593347.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -593352.187500 Penalty: 4094.633301
	Iteration 59Q: 3 clusters Score -593352.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -593356.687500 Penalty: 4094.633301
	Iteration 60F: 3 clusters Score -593356.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -593362.250000 Penalty: 4094.633301
	Iteration 61Q: 3 clusters Score -593362.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -593368.937500 Penalty: 4094.633301
	Iteration 62Q: 3 clusters Score -593368.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -593375.125000 Penalty: 4094.633301
	Iteration 63Q: 3 clusters Score -593375.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -593380.375000 Penalty: 4094.633301
	Iteration 64Q: 3 clusters Score -593380.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -593381.250000 Penalty: 4094.633301
	Iteration 65Q: 3 clusters Score -593381.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -593384.625000 Penalty: 4094.633301
	Iteration 66Q: 3 clusters Score -593384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -593386.312500 Penalty: 4094.633301
	Iteration 67Q: 3 clusters Score -593386.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -593390.312500 Penalty: 4094.633301
	Iteration 68Q: 3 clusters Score -593390.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -593393.875000 Penalty: 4094.633301
	Iteration 69Q: 3 clusters Score -593393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -593394.062500 Penalty: 4094.633301
	Iteration 70Q: 3 clusters Score -593394.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -593395.000000 Penalty: 4094.633301
	Iteration 71Q: 3 clusters Score -593395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -593395.562500 Penalty: 4094.633301
	Iteration 72Q: 3 clusters Score -593395.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -593395.562500 Penalty: 4094.633301
	Iteration 73F: 3 clusters Score -593395.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (11636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Entering Unmasked Estep 
Score: -1890720.750000 Penalty: 2321.741211
	Iteration 0F: 2 clusters Score -1890721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1882045.500000 Penalty: 4643.482422
	Iteration 0F: 3 clusters Score -1882046 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1884543.875000 Penalty: 4643.482422
	Iteration 1F: 3 clusters Score -1884544 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1884776.000000 Penalty: 4643.482422
	Iteration 2F: 3 clusters Score -1884776 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1884940.625000 Penalty: 4643.482422
	Iteration 3Q: 3 clusters Score -1884941 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1885064.625000 Penalty: 4643.482422
	Iteration 4Q: 3 clusters Score -1885065 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1885160.875000 Penalty: 4643.482422
	Iteration 5Q: 3 clusters Score -1885161 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1885243.375000 Penalty: 4643.482422
	Iteration 6Q: 3 clusters Score -1885243 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1885319.625000 Penalty: 4643.482422
	Iteration 7Q: 3 clusters Score -1885320 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1885399.500000 Penalty: 4643.482422
	Iteration 8Q: 3 clusters Score -1885400 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1885483.750000 Penalty: 4643.482422
	Iteration 9Q: 3 clusters Score -1885484 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1885582.625000 Penalty: 4643.482422
	Iteration 10Q: 3 clusters Score -1885583 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1885675.375000 Penalty: 4643.482422
	Iteration 11Q: 3 clusters Score -1885675 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1885789.125000 Penalty: 4643.482422
	Iteration 12Q: 3 clusters Score -1885789 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1885953.125000 Penalty: 4643.482422
	Iteration 13Q: 3 clusters Score -1885953 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1886182.000000 Penalty: 4643.482422
	Iteration 14Q: 3 clusters Score -1886182 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1886476.875000 Penalty: 4643.482422
	Iteration 15Q: 3 clusters Score -1886477 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1886825.875000 Penalty: 4643.482422
	Iteration 16Q: 3 clusters Score -1886826 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1887213.500000 Penalty: 4643.482422
	Iteration 17Q: 3 clusters Score -1887214 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1887618.125000 Penalty: 4643.482422
	Iteration 18Q: 3 clusters Score -1887618 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1887930.750000 Penalty: 4643.482422
	Iteration 19Q: 3 clusters Score -1887931 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1888170.500000 Penalty: 4643.482422
	Iteration 20F: 3 clusters Score -1888170 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1888351.000000 Penalty: 4643.482422
	Iteration 21Q: 3 clusters Score -1888351 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1888473.125000 Penalty: 4643.482422
	Iteration 22Q: 3 clusters Score -1888473 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1888569.375000 Penalty: 4643.482422
	Iteration 23Q: 3 clusters Score -1888569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1888621.750000 Penalty: 4643.482422
	Iteration 24Q: 3 clusters Score -1888622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1888661.500000 Penalty: 4643.482422
	Iteration 25Q: 3 clusters Score -1888662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1888681.750000 Penalty: 4643.482422
	Iteration 26Q: 3 clusters Score -1888682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1888693.875000 Penalty: 4643.482422
	Iteration 27Q: 3 clusters Score -1888694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1888701.875000 Penalty: 4643.482422
	Iteration 28Q: 3 clusters Score -1888702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1888704.000000 Penalty: 4643.482422
	Iteration 29Q: 3 clusters Score -1888704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1888704.375000 Penalty: 4643.482422
	Iteration 30Q: 3 clusters Score -1888704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1888709.125000 Penalty: 4643.482422
	Iteration 31Q: 3 clusters Score -1888709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1888712.625000 Penalty: 4643.482422
	Iteration 32Q: 3 clusters Score -1888713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1888712.625000 Penalty: 4643.482422
	Iteration 33Q: 3 clusters Score -1888713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1888713.750000 Penalty: 4643.482422
	Iteration 34Q: 3 clusters Score -1888714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1888716.125000 Penalty: 4643.482422
	Iteration 35Q: 3 clusters Score -1888716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1888716.125000 Penalty: 4643.482422
	Iteration 36F: 3 clusters Score -1888716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -150110.968750 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -150111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -148171.406250 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -148171.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -148456.562500 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -148456.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -148539.390625 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -148539.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -148591.687500 Penalty: 3417.742188
	Iteration 3Q: 3 clusters Score -148591.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -148619.593750 Penalty: 3417.742188
	Iteration 4Q: 3 clusters Score -148619.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -148636.703125 Penalty: 3417.742188
	Iteration 5Q: 3 clusters Score -148636.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -148650.093750 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -148650.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -148666.171875 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -148666.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -148677.921875 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -148677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -148679.187500 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -148679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -148681.750000 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -148681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -148683.609375 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -148683.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -148687.187500 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -148687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -148687.187500 Penalty: 3417.742188
	Iteration 13F: 3 clusters Score -148687.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Entering Unmasked Estep 
Score: -383377.531250 Penalty: 1961.826538
	Iteration 0F: 2 clusters Score -383377.5 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 1353 members 
Entering Unmasked Estep 
Score: -380278.687500 Penalty: 3923.653076
	Iteration 0F: 3 clusters Score -380278.7 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -380996.406250 Penalty: 3923.653076
	Iteration 1F: 3 clusters Score -380996.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -381249.906250 Penalty: 3923.653076
	Iteration 2F: 3 clusters Score -381249.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -381426.000000 Penalty: 3923.653076
	Iteration 3F: 3 clusters Score -381426 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -381598.531250 Penalty: 3923.653076
	Iteration 4F: 3 clusters Score -381598.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -381736.875000 Penalty: 3923.653076
	Iteration 5Q: 3 clusters Score -381736.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -381849.437500 Penalty: 3923.653076
	Iteration 6Q: 3 clusters Score -381849.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -381939.093750 Penalty: 3923.653076
	Iteration 7Q: 3 clusters Score -381939.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -382048.781250 Penalty: 3923.653076
	Iteration 8Q: 3 clusters Score -382048.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -382135.593750 Penalty: 3923.653076
	Iteration 9Q: 3 clusters Score -382135.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -382214.250000 Penalty: 3923.653076
	Iteration 10Q: 3 clusters Score -382214.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -382281.781250 Penalty: 3923.653076
	Iteration 11Q: 3 clusters Score -382281.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -382326.875000 Penalty: 3923.653076
	Iteration 12Q: 3 clusters Score -382326.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -382367.468750 Penalty: 3923.653076
	Iteration 13Q: 3 clusters Score -382367.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -382404.031250 Penalty: 3923.653076
	Iteration 14Q: 3 clusters Score -382404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -382437.218750 Penalty: 3923.653076
	Iteration 15Q: 3 clusters Score -382437.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -382457.187500 Penalty: 3923.653076
	Iteration 16Q: 3 clusters Score -382457.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -382468.375000 Penalty: 3923.653076
	Iteration 17Q: 3 clusters Score -382468.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -382477.968750 Penalty: 3923.653076
	Iteration 18Q: 3 clusters Score -382478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -382490.000000 Penalty: 3923.653076
	Iteration 19Q: 3 clusters Score -382490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -382497.781250 Penalty: 3923.653076
	Iteration 20F: 3 clusters Score -382497.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -382501.937500 Penalty: 3923.653076
	Iteration 21Q: 3 clusters Score -382501.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -382505.968750 Penalty: 3923.653076
	Iteration 22Q: 3 clusters Score -382506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -382510.000000 Penalty: 3923.653076
	Iteration 23Q: 3 clusters Score -382510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -382512.281250 Penalty: 3923.653076
	Iteration 24Q: 3 clusters Score -382512.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -382513.125000 Penalty: 3923.653076
	Iteration 25Q: 3 clusters Score -382513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -382513.218750 Penalty: 3923.653076
	Iteration 26Q: 3 clusters Score -382513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -382514.625000 Penalty: 3923.653076
	Iteration 27Q: 3 clusters Score -382514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -382522.218750 Penalty: 3923.653076
	Iteration 28Q: 3 clusters Score -382522.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -382526.031250 Penalty: 3923.653076
	Iteration 29Q: 3 clusters Score -382526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -382528.218750 Penalty: 3923.653076
	Iteration 30Q: 3 clusters Score -382528.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -382528.218750 Penalty: 3923.653076
	Iteration 31F: 3 clusters Score -382528.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33236 members 
Mstep: Class 3 contains 113008 members 
Mstep: Class 4 contains 26202 members 
Mstep: Class 5 contains 6982 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15946 members 
Mstep: Class 11 contains 5566 members 
Mstep: Class 12 contains 4019 members 
Mstep: Class 13 contains 30517 members 
Mstep: Class 14 contains 5896 members 
Mstep: Class 15 contains 11315 members 
Mstep: Class 16 contains 81186 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7174 members 
Mstep: Class 19 contains 32251 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 7354 members 
Mstep: Class 22 contains 97665 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8767 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16751 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54613 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10588 members 
Mstep: Class 34 contains 19469 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18218 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 10918 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3705 members 
Mstep: Class 43 contains 8674 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16696 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39691 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21162 members 
Mstep: Class 50 contains 3595 members 
Mstep: Class 51 contains 3848 members 
Mstep: Class 52 contains 11636 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577656.000000 Penalty: 182045.718750
Iteration 159Q: 55 clusters Score -1.225777e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33234 members 
Mstep: Class 3 contains 112944 members 
Mstep: Class 4 contains 26202 members 
Mstep: Class 5 contains 6982 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15947 members 
Mstep: Class 11 contains 5566 members 
Mstep: Class 12 contains 4018 members 
Mstep: Class 13 contains 30514 members 
Mstep: Class 14 contains 5896 members 
Mstep: Class 15 contains 11312 members 
Mstep: Class 16 contains 81256 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32250 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 97660 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8767 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16747 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54606 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10586 members 
Mstep: Class 34 contains 19481 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18217 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 10922 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3705 members 
Mstep: Class 43 contains 8687 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16695 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39681 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21162 members 
Mstep: Class 50 contains 3597 members 
Mstep: Class 51 contains 3848 members 
Mstep: Class 52 contains 11640 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577776.000000 Penalty: 182045.718750
Iteration 160F: 55 clusters Score -1.225778e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33234 members 
Mstep: Class 3 contains 112870 members 
Mstep: Class 4 contains 26201 members 
Mstep: Class 5 contains 6982 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5801 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15948 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 4015 members 
Mstep: Class 13 contains 30507 members 
Mstep: Class 14 contains 5896 members 
Mstep: Class 15 contains 11311 members 
Mstep: Class 16 contains 81330 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32246 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 97651 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8767 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54605 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10587 members 
Mstep: Class 34 contains 19490 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18218 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 10921 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3705 members 
Mstep: Class 43 contains 8695 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16694 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39675 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21167 members 
Mstep: Class 50 contains 3602 members 
Mstep: Class 51 contains 3848 members 
Mstep: Class 52 contains 11647 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577632.000000 Penalty: 182045.718750
Iteration 161Q: 55 clusters Score -1.225776e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33230 members 
Mstep: Class 3 contains 112805 members 
Mstep: Class 4 contains 26202 members 
Mstep: Class 5 contains 6982 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5799 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15948 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 4011 members 
Mstep: Class 13 contains 30497 members 
Mstep: Class 14 contains 5896 members 
Mstep: Class 15 contains 11307 members 
Mstep: Class 16 contains 81389 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32247 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 97652 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8767 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16744 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54598 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10587 members 
Mstep: Class 34 contains 19503 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18217 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 10925 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3705 members 
Mstep: Class 43 contains 8707 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16695 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39671 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21170 members 
Mstep: Class 50 contains 3604 members 
Mstep: Class 51 contains 3848 members 
Mstep: Class 52 contains 11650 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577560.000000 Penalty: 182045.718750
Iteration 162Q: 55 clusters Score -1.225776e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33228 members 
Mstep: Class 3 contains 112751 members 
Mstep: Class 4 contains 26202 members 
Mstep: Class 5 contains 6982 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5799 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15949 members 
Mstep: Class 11 contains 5568 members 
Mstep: Class 12 contains 4008 members 
Mstep: Class 13 contains 30488 members 
Mstep: Class 14 contains 5896 members 
Mstep: Class 15 contains 11304 members 
Mstep: Class 16 contains 81447 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32242 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 97650 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8766 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16746 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54595 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10586 members 
Mstep: Class 34 contains 19511 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18217 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 10932 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3705 members 
Mstep: Class 43 contains 8710 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16695 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39664 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21172 members 
Mstep: Class 50 contains 3606 members 
Mstep: Class 51 contains 3848 members 
Mstep: Class 52 contains 11655 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577608.000000 Penalty: 182045.718750
Iteration 163Q: 55 clusters Score -1.225776e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33225 members 
Mstep: Class 3 contains 112700 members 
Mstep: Class 4 contains 26203 members 
Mstep: Class 5 contains 6982 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5799 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15950 members 
Mstep: Class 11 contains 5570 members 
Mstep: Class 12 contains 4004 members 
Mstep: Class 13 contains 30482 members 
Mstep: Class 14 contains 5896 members 
Mstep: Class 15 contains 11304 members 
Mstep: Class 16 contains 81507 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32240 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 7347 members 
Mstep: Class 22 contains 97647 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8764 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16747 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54592 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10588 members 
Mstep: Class 34 contains 19515 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18214 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 10934 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3705 members 
Mstep: Class 43 contains 8715 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16693 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39662 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21171 members 
Mstep: Class 50 contains 3608 members 
Mstep: Class 51 contains 3848 members 
Mstep: Class 52 contains 11659 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577696.000000 Penalty: 182045.718750
Iteration 164Q: 55 clusters Score -1.225777e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33226 members 
Mstep: Class 3 contains 112638 members 
Mstep: Class 4 contains 26200 members 
Mstep: Class 5 contains 6982 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5799 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 5570 members 
Mstep: Class 12 contains 4004 members 
Mstep: Class 13 contains 30480 members 
Mstep: Class 14 contains 5896 members 
Mstep: Class 15 contains 11304 members 
Mstep: Class 16 contains 81567 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32243 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 7347 members 
Mstep: Class 22 contains 97644 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 8763 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16747 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54593 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10588 members 
Mstep: Class 34 contains 19516 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18214 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 10936 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3706 members 
Mstep: Class 43 contains 8719 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16688 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39658 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21172 members 
Mstep: Class 50 contains 3609 members 
Mstep: Class 51 contains 3848 members 
Mstep: Class 52 contains 11663 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577680.000000 Penalty: 182045.718750
Iteration 165Q: 55 clusters Score -1.225777e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33223 members 
Mstep: Class 3 contains 112565 members 
Mstep: Class 4 contains 26199 members 
Mstep: Class 5 contains 6981 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5799 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15954 members 
Mstep: Class 11 contains 5573 members 
Mstep: Class 12 contains 4004 members 
Mstep: Class 13 contains 30476 members 
Mstep: Class 14 contains 5897 members 
Mstep: Class 15 contains 11304 members 
Mstep: Class 16 contains 81629 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32237 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 7345 members 
Mstep: Class 22 contains 97639 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6279 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16748 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54599 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10590 members 
Mstep: Class 34 contains 19515 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18216 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 10940 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8724 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16689 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39656 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21174 members 
Mstep: Class 50 contains 3611 members 
Mstep: Class 51 contains 3848 members 
Mstep: Class 52 contains 11668 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577656.000000 Penalty: 182045.718750
Iteration 166Q: 55 clusters Score -1.225777e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33221 members 
Mstep: Class 3 contains 112500 members 
Mstep: Class 4 contains 26199 members 
Mstep: Class 5 contains 6980 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5799 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15954 members 
Mstep: Class 11 contains 5574 members 
Mstep: Class 12 contains 4003 members 
Mstep: Class 13 contains 30470 members 
Mstep: Class 14 contains 5897 members 
Mstep: Class 15 contains 11306 members 
Mstep: Class 16 contains 81679 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32240 members 
Mstep: Class 20 contains 4336 members 
Mstep: Class 21 contains 7346 members 
Mstep: Class 22 contains 97643 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6279 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16748 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54602 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10592 members 
Mstep: Class 34 contains 19516 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18216 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 10942 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8730 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16689 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39652 members 
Mstep: Class 48 contains 3484 members 
Mstep: Class 49 contains 21177 members 
Mstep: Class 50 contains 3613 members 
Mstep: Class 51 contains 3848 members 
Mstep: Class 52 contains 11667 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577536.000000 Penalty: 182045.718750
Iteration 167Q: 55 clusters Score -1.225775e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33216 members 
Mstep: Class 3 contains 112451 members 
Mstep: Class 4 contains 26199 members 
Mstep: Class 5 contains 6980 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5799 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15954 members 
Mstep: Class 11 contains 5573 members 
Mstep: Class 12 contains 4000 members 
Mstep: Class 13 contains 30468 members 
Mstep: Class 14 contains 5897 members 
Mstep: Class 15 contains 11305 members 
Mstep: Class 16 contains 81728 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7177 members 
Mstep: Class 19 contains 32242 members 
Mstep: Class 20 contains 4337 members 
Mstep: Class 21 contains 7347 members 
Mstep: Class 22 contains 97637 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6279 members 
Mstep: Class 26 contains 8760 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16748 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54601 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10592 members 
Mstep: Class 34 contains 19522 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18217 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10945 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8736 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16690 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39650 members 
Mstep: Class 48 contains 3483 members 
Mstep: Class 49 contains 21177 members 
Mstep: Class 50 contains 3613 members 
Mstep: Class 51 contains 3848 members 
Mstep: Class 52 contains 11667 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577624.000000 Penalty: 182045.718750
Iteration 168Q: 55 clusters Score -1.225776e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33214 members 
Mstep: Class 3 contains 112395 members 
Mstep: Class 4 contains 26199 members 
Mstep: Class 5 contains 6980 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5799 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15955 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 3999 members 
Mstep: Class 13 contains 30465 members 
Mstep: Class 14 contains 5897 members 
Mstep: Class 15 contains 11303 members 
Mstep: Class 16 contains 81775 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32245 members 
Mstep: Class 20 contains 4338 members 
Mstep: Class 21 contains 7347 members 
Mstep: Class 22 contains 97636 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6279 members 
Mstep: Class 26 contains 8759 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16750 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54603 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10593 members 
Mstep: Class 34 contains 19527 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18217 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10946 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8741 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16693 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39642 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21176 members 
Mstep: Class 50 contains 3613 members 
Mstep: Class 51 contains 3848 members 
Mstep: Class 52 contains 11670 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577560.000000 Penalty: 182045.718750
Iteration 169Q: 55 clusters Score -1.225776e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33215 members 
Mstep: Class 3 contains 112340 members 
Mstep: Class 4 contains 26200 members 
Mstep: Class 5 contains 6980 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5799 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15955 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 3995 members 
Mstep: Class 13 contains 30464 members 
Mstep: Class 14 contains 5897 members 
Mstep: Class 15 contains 11301 members 
Mstep: Class 16 contains 81817 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32253 members 
Mstep: Class 20 contains 4338 members 
Mstep: Class 21 contains 7348 members 
Mstep: Class 22 contains 97634 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6279 members 
Mstep: Class 26 contains 8759 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16749 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54599 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10593 members 
Mstep: Class 34 contains 19527 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18218 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10949 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 8742 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16696 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39641 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21178 members 
Mstep: Class 50 contains 3616 members 
Mstep: Class 51 contains 3848 members 
Mstep: Class 52 contains 11673 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577576.000000 Penalty: 182045.718750
Iteration 170Q: 55 clusters Score -1.225776e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33213 members 
Mstep: Class 3 contains 112296 members 
Mstep: Class 4 contains 26200 members 
Mstep: Class 5 contains 6981 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5798 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15955 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 3994 members 
Mstep: Class 13 contains 30459 members 
Mstep: Class 14 contains 5897 members 
Mstep: Class 15 contains 11300 members 
Mstep: Class 16 contains 81858 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32266 members 
Mstep: Class 20 contains 4338 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 97634 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6279 members 
Mstep: Class 26 contains 8759 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16748 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54591 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10593 members 
Mstep: Class 34 contains 19526 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18218 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10954 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 8745 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16695 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39637 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21178 members 
Mstep: Class 50 contains 3617 members 
Mstep: Class 51 contains 3848 members 
Mstep: Class 52 contains 11676 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577472.000000 Penalty: 182045.718750
Iteration 171Q: 55 clusters Score -1.225775e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33210 members 
Mstep: Class 3 contains 112227 members 
Mstep: Class 4 contains 26199 members 
Mstep: Class 5 contains 6979 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5797 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15956 members 
Mstep: Class 11 contains 5576 members 
Mstep: Class 12 contains 3994 members 
Mstep: Class 13 contains 30453 members 
Mstep: Class 14 contains 5898 members 
Mstep: Class 15 contains 11299 members 
Mstep: Class 16 contains 81913 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32278 members 
Mstep: Class 20 contains 4339 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 97638 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6278 members 
Mstep: Class 26 contains 8757 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16747 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54588 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10595 members 
Mstep: Class 34 contains 19525 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18218 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10961 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 8746 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16695 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39636 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21179 members 
Mstep: Class 50 contains 3617 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11680 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577544.000000 Penalty: 182045.718750
Iteration 172Q: 55 clusters Score -1.225775e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33210 members 
Mstep: Class 3 contains 112170 members 
Mstep: Class 4 contains 26201 members 
Mstep: Class 5 contains 6979 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5796 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15955 members 
Mstep: Class 11 contains 5576 members 
Mstep: Class 12 contains 3993 members 
Mstep: Class 13 contains 30446 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11299 members 
Mstep: Class 16 contains 81961 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32290 members 
Mstep: Class 20 contains 4341 members 
Mstep: Class 21 contains 7351 members 
Mstep: Class 22 contains 97635 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6277 members 
Mstep: Class 26 contains 8755 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16747 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54582 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10596 members 
Mstep: Class 34 contains 19527 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18218 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10966 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 8749 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16695 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39632 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21178 members 
Mstep: Class 50 contains 3618 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11688 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577512.000000 Penalty: 182045.718750
Iteration 173Q: 55 clusters Score -1.225775e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33212 members 
Mstep: Class 3 contains 112121 members 
Mstep: Class 4 contains 26202 members 
Mstep: Class 5 contains 6979 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5796 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15954 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 3993 members 
Mstep: Class 13 contains 30443 members 
Mstep: Class 14 contains 5900 members 
Mstep: Class 15 contains 11299 members 
Mstep: Class 16 contains 82001 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32299 members 
Mstep: Class 20 contains 4343 members 
Mstep: Class 21 contains 7351 members 
Mstep: Class 22 contains 97633 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6277 members 
Mstep: Class 26 contains 8755 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16747 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54580 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10595 members 
Mstep: Class 34 contains 19524 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18219 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10969 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8748 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16695 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39632 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21178 members 
Mstep: Class 50 contains 3620 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11692 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577464.000000 Penalty: 182045.718750
Iteration 174Q: 55 clusters Score -1.225775e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33211 members 
Mstep: Class 3 contains 112076 members 
Mstep: Class 4 contains 26200 members 
Mstep: Class 5 contains 6980 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5796 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15955 members 
Mstep: Class 11 contains 5575 members 
Mstep: Class 12 contains 3993 members 
Mstep: Class 13 contains 30438 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11299 members 
Mstep: Class 16 contains 82040 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32299 members 
Mstep: Class 20 contains 4344 members 
Mstep: Class 21 contains 7348 members 
Mstep: Class 22 contains 97627 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6277 members 
Mstep: Class 26 contains 8755 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16746 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54579 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10595 members 
Mstep: Class 34 contains 19528 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18220 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10972 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8750 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16698 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39631 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21179 members 
Mstep: Class 50 contains 3620 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11700 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577464.000000 Penalty: 182045.718750
Iteration 175Q: 55 clusters Score -1.225775e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33208 members 
Mstep: Class 3 contains 112019 members 
Mstep: Class 4 contains 26201 members 
Mstep: Class 5 contains 6980 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5796 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15956 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30434 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11298 members 
Mstep: Class 16 contains 82081 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32305 members 
Mstep: Class 20 contains 4345 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 97621 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6277 members 
Mstep: Class 26 contains 8755 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16746 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54575 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10595 members 
Mstep: Class 34 contains 19527 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18221 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10975 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8755 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16699 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39630 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21186 members 
Mstep: Class 50 contains 3620 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11705 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577576.000000 Penalty: 182045.718750
Iteration 176Q: 55 clusters Score -1.225776e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33208 members 
Mstep: Class 3 contains 111956 members 
Mstep: Class 4 contains 26202 members 
Mstep: Class 5 contains 6981 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5796 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15955 members 
Mstep: Class 11 contains 5581 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 30428 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11297 members 
Mstep: Class 16 contains 82132 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32304 members 
Mstep: Class 20 contains 4345 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 97614 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6277 members 
Mstep: Class 26 contains 8756 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16747 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54574 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10596 members 
Mstep: Class 34 contains 19522 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18223 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10979 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8765 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16701 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39630 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21189 members 
Mstep: Class 50 contains 3622 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11711 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577648.000000 Penalty: 182045.718750
Iteration 177Q: 55 clusters Score -1.225776e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33205 members 
Mstep: Class 3 contains 111895 members 
Mstep: Class 4 contains 26203 members 
Mstep: Class 5 contains 6983 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5796 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15957 members 
Mstep: Class 11 contains 5582 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 30423 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11296 members 
Mstep: Class 16 contains 82166 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32311 members 
Mstep: Class 20 contains 4344 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 97612 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6277 members 
Mstep: Class 26 contains 8756 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10078 members 
Mstep: Class 29 contains 16746 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54570 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10598 members 
Mstep: Class 34 contains 19517 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18224 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10982 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8775 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16704 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39633 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21191 members 
Mstep: Class 50 contains 3622 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11722 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577544.000000 Penalty: 182045.718750
Iteration 178Q: 55 clusters Score -1.225775e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33204 members 
Mstep: Class 3 contains 111834 members 
Mstep: Class 4 contains 26204 members 
Mstep: Class 5 contains 6982 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5796 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15957 members 
Mstep: Class 11 contains 5583 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 30421 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11296 members 
Mstep: Class 16 contains 82202 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32317 members 
Mstep: Class 20 contains 4345 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 97612 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6277 members 
Mstep: Class 26 contains 8756 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16744 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54571 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10599 members 
Mstep: Class 34 contains 19519 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18226 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10981 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8784 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16704 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39632 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21189 members 
Mstep: Class 50 contains 3622 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11732 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577552.000000 Penalty: 182045.718750
Iteration 179Q: 55 clusters Score -1.225776e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33205 members 
Mstep: Class 3 contains 111792 members 
Mstep: Class 4 contains 26204 members 
Mstep: Class 5 contains 6983 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15957 members 
Mstep: Class 11 contains 5583 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 30422 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11296 members 
Mstep: Class 16 contains 82233 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32315 members 
Mstep: Class 20 contains 4345 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 97611 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8755 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54570 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10599 members 
Mstep: Class 34 contains 19520 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18227 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10983 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8789 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16702 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39633 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21188 members 
Mstep: Class 50 contains 3622 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11741 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577600.000000 Penalty: 182045.718750
Iteration 180F: 55 clusters Score -1.225776e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33206 members 
Mstep: Class 3 contains 111755 members 
Mstep: Class 4 contains 26204 members 
Mstep: Class 5 contains 6984 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15957 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30420 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11296 members 
Mstep: Class 16 contains 82266 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32311 members 
Mstep: Class 20 contains 4345 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 97610 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8753 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54565 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10599 members 
Mstep: Class 34 contains 19523 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18228 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10982 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8794 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16700 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39634 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21187 members 
Mstep: Class 50 contains 3622 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11752 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577608.000000 Penalty: 182045.718750
Iteration 181Q: 55 clusters Score -1.225776e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33207 members 
Mstep: Class 3 contains 111720 members 
Mstep: Class 4 contains 26205 members 
Mstep: Class 5 contains 6984 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15957 members 
Mstep: Class 11 contains 5585 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30419 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11295 members 
Mstep: Class 16 contains 82297 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32308 members 
Mstep: Class 20 contains 4345 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 97607 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8753 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54562 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10601 members 
Mstep: Class 34 contains 19525 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18228 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10982 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8799 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16700 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39635 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21185 members 
Mstep: Class 50 contains 3622 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11756 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577576.000000 Penalty: 182045.718750
Iteration 182Q: 55 clusters Score -1.225776e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33209 members 
Mstep: Class 3 contains 111691 members 
Mstep: Class 4 contains 26205 members 
Mstep: Class 5 contains 6984 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15958 members 
Mstep: Class 11 contains 5585 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30417 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11295 members 
Mstep: Class 16 contains 82322 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 32305 members 
Mstep: Class 20 contains 4346 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 97606 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8753 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54561 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10602 members 
Mstep: Class 34 contains 19525 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18227 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10982 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8802 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16701 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39635 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21184 members 
Mstep: Class 50 contains 3622 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11762 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577632.000000 Penalty: 182045.718750
Iteration 183Q: 55 clusters Score -1.225776e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33206 members 
Mstep: Class 3 contains 111668 members 
Mstep: Class 4 contains 26205 members 
Mstep: Class 5 contains 6984 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15958 members 
Mstep: Class 11 contains 5585 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30417 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11295 members 
Mstep: Class 16 contains 82343 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32307 members 
Mstep: Class 20 contains 4346 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 97603 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8753 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54562 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19523 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18227 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10982 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8803 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16700 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39635 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21182 members 
Mstep: Class 50 contains 3622 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11771 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577656.000000 Penalty: 182045.718750
Iteration 184Q: 55 clusters Score -1.225777e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33205 members 
Mstep: Class 3 contains 111655 members 
Mstep: Class 4 contains 26205 members 
Mstep: Class 5 contains 6984 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15958 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30416 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11295 members 
Mstep: Class 16 contains 82359 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32310 members 
Mstep: Class 20 contains 4346 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 97599 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8753 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54562 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19522 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18226 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10982 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8805 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16700 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39635 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21179 members 
Mstep: Class 50 contains 3622 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11775 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577616.000000 Penalty: 182045.718750
Iteration 185Q: 55 clusters Score -1.225776e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33206 members 
Mstep: Class 3 contains 111634 members 
Mstep: Class 4 contains 26205 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15958 members 
Mstep: Class 11 contains 5583 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30415 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11295 members 
Mstep: Class 16 contains 82379 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32312 members 
Mstep: Class 20 contains 4347 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 97593 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8753 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16742 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54558 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19519 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18226 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10983 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8811 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16702 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39634 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21179 members 
Mstep: Class 50 contains 3622 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11779 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577640.000000 Penalty: 182045.718750
Iteration 186Q: 55 clusters Score -1.225776e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33205 members 
Mstep: Class 3 contains 111617 members 
Mstep: Class 4 contains 26205 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15957 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30413 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11296 members 
Mstep: Class 16 contains 82402 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32313 members 
Mstep: Class 20 contains 4347 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 97591 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8753 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16741 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54551 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19521 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18226 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10983 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8813 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16701 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39633 members 
Mstep: Class 48 contains 3482 members 
Mstep: Class 49 contains 21178 members 
Mstep: Class 50 contains 3622 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11783 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577600.000000 Penalty: 182045.718750
Iteration 187Q: 55 clusters Score -1.225776e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33204 members 
Mstep: Class 3 contains 111587 members 
Mstep: Class 4 contains 26204 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15957 members 
Mstep: Class 11 contains 5583 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30412 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11296 members 
Mstep: Class 16 contains 82425 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32317 members 
Mstep: Class 20 contains 4347 members 
Mstep: Class 21 contains 7349 members 
Mstep: Class 22 contains 97589 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8753 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16738 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54551 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19522 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18226 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10983 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8819 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16701 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39633 members 
Mstep: Class 48 contains 3481 members 
Mstep: Class 49 contains 21177 members 
Mstep: Class 50 contains 3622 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11790 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577656.000000 Penalty: 182045.718750
Iteration 188Q: 55 clusters Score -1.225777e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33207 members 
Mstep: Class 3 contains 111559 members 
Mstep: Class 4 contains 26204 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15957 members 
Mstep: Class 11 contains 5583 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30411 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11296 members 
Mstep: Class 16 contains 82445 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32320 members 
Mstep: Class 20 contains 4348 members 
Mstep: Class 21 contains 7347 members 
Mstep: Class 22 contains 97590 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16738 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54548 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19520 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18226 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10984 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8825 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16701 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39634 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21175 members 
Mstep: Class 50 contains 3621 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11795 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577648.000000 Penalty: 182045.718750
Iteration 189Q: 55 clusters Score -1.225776e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33209 members 
Mstep: Class 3 contains 111532 members 
Mstep: Class 4 contains 26203 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15957 members 
Mstep: Class 11 contains 5583 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30410 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11295 members 
Mstep: Class 16 contains 82466 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32320 members 
Mstep: Class 20 contains 4350 members 
Mstep: Class 21 contains 7347 members 
Mstep: Class 22 contains 97589 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54543 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10604 members 
Mstep: Class 34 contains 19520 members 
Mstep: Class 35 contains 2961 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18226 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10986 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8831 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16701 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39633 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21175 members 
Mstep: Class 50 contains 3621 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11797 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577688.000000 Penalty: 182045.718750
Iteration 190Q: 55 clusters Score -1.225777e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33210 members 
Mstep: Class 3 contains 111504 members 
Mstep: Class 4 contains 26201 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15957 members 
Mstep: Class 11 contains 5583 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30406 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11293 members 
Mstep: Class 16 contains 82496 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32321 members 
Mstep: Class 20 contains 4350 members 
Mstep: Class 21 contains 7345 members 
Mstep: Class 22 contains 97586 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54543 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10604 members 
Mstep: Class 34 contains 19520 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18227 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10987 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8834 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16699 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39632 members 
Mstep: Class 48 contains 3479 members 
Mstep: Class 49 contains 21175 members 
Mstep: Class 50 contains 3624 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11801 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577752.000000 Penalty: 182045.718750
Iteration 191Q: 55 clusters Score -1.225778e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33211 members 
Mstep: Class 3 contains 111478 members 
Mstep: Class 4 contains 26202 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15957 members 
Mstep: Class 11 contains 5583 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30405 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11292 members 
Mstep: Class 16 contains 82517 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32324 members 
Mstep: Class 20 contains 4350 members 
Mstep: Class 21 contains 7343 members 
Mstep: Class 22 contains 97583 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16736 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54540 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10604 members 
Mstep: Class 34 contains 19521 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18228 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10987 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8836 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16699 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39631 members 
Mstep: Class 48 contains 3479 members 
Mstep: Class 49 contains 21176 members 
Mstep: Class 50 contains 3628 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11806 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577832.000000 Penalty: 182045.718750
Iteration 192Q: 55 clusters Score -1.225778e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33212 members 
Mstep: Class 3 contains 111451 members 
Mstep: Class 4 contains 26201 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15957 members 
Mstep: Class 11 contains 5583 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30403 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11292 members 
Mstep: Class 16 contains 82536 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32327 members 
Mstep: Class 20 contains 4350 members 
Mstep: Class 21 contains 7343 members 
Mstep: Class 22 contains 97582 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16735 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54541 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10604 members 
Mstep: Class 34 contains 19520 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18228 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10987 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8839 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16699 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39630 members 
Mstep: Class 48 contains 3479 members 
Mstep: Class 49 contains 21177 members 
Mstep: Class 50 contains 3631 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11810 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577896.000000 Penalty: 182045.718750
Iteration 193Q: 55 clusters Score -1.225779e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33213 members 
Mstep: Class 3 contains 111423 members 
Mstep: Class 4 contains 26201 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15957 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30403 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11291 members 
Mstep: Class 16 contains 82551 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32336 members 
Mstep: Class 20 contains 4349 members 
Mstep: Class 21 contains 7343 members 
Mstep: Class 22 contains 97580 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16735 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54538 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10602 members 
Mstep: Class 34 contains 19520 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18227 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10987 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8840 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16701 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39630 members 
Mstep: Class 48 contains 3479 members 
Mstep: Class 49 contains 21180 members 
Mstep: Class 50 contains 3633 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11814 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577984.000000 Penalty: 182045.718750
Iteration 194Q: 55 clusters Score -1.22578e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33215 members 
Mstep: Class 3 contains 111400 members 
Mstep: Class 4 contains 26202 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15958 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30397 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11291 members 
Mstep: Class 16 contains 82567 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32342 members 
Mstep: Class 20 contains 4349 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 97581 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16735 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54534 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19518 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18227 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10988 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8841 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16704 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39630 members 
Mstep: Class 48 contains 3479 members 
Mstep: Class 49 contains 21182 members 
Mstep: Class 50 contains 3634 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11814 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577816.000000 Penalty: 182045.718750
Iteration 195Q: 55 clusters Score -1.225778e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33214 members 
Mstep: Class 3 contains 111364 members 
Mstep: Class 4 contains 26202 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15958 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30394 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11290 members 
Mstep: Class 16 contains 82584 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32356 members 
Mstep: Class 20 contains 4349 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 97581 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16735 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54533 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19517 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18229 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10988 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8844 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16705 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39630 members 
Mstep: Class 48 contains 3479 members 
Mstep: Class 49 contains 21182 members 
Mstep: Class 50 contains 3636 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11818 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577880.000000 Penalty: 182045.718750
Iteration 196Q: 55 clusters Score -1.225779e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33213 members 
Mstep: Class 3 contains 111305 members 
Mstep: Class 4 contains 26203 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 5585 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30394 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11286 members 
Mstep: Class 16 contains 82619 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32361 members 
Mstep: Class 20 contains 4349 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 97582 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6276 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16735 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54534 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19518 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18231 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10989 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 8849 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16706 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39629 members 
Mstep: Class 48 contains 3479 members 
Mstep: Class 49 contains 21184 members 
Mstep: Class 50 contains 3636 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11825 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577824.000000 Penalty: 182045.718750
Iteration 197Q: 55 clusters Score -1.225778e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33213 members 
Mstep: Class 3 contains 111253 members 
Mstep: Class 4 contains 26204 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 5587 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30393 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11284 members 
Mstep: Class 16 contains 82654 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32367 members 
Mstep: Class 20 contains 4349 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 97585 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16735 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54532 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19521 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18231 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10990 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 8850 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16707 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39627 members 
Mstep: Class 48 contains 3479 members 
Mstep: Class 49 contains 21186 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11827 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577872.000000 Penalty: 182045.718750
Iteration 198Q: 55 clusters Score -1.225779e+08 nChanged 97
Entering ConstructFrom: 
Score: -122577872.000000 Penalty: 182045.718750
Entering ConstructFrom: 
Trying to split cluster 1 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -51290.609375 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -51290.61 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 174 members 
Entering Unmasked Estep 
Score: -50147.835938 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -50147.84 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -50529.085938 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -50529.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -50776.804688 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -50776.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -50845.957031 Penalty: 2938.430908
	Iteration 3Q: 3 clusters Score -50845.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -50876.601562 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -50876.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -50899.000000 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -50899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -50913.445312 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -50913.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -50913.445312 Penalty: 2938.430908
	Iteration 7F: 3 clusters Score -50913.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Entering Unmasked Estep 
Score: -5223204.500000 Penalty: 2581.837891
	Iteration 0F: 2 clusters Score -5223204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -5200475.000000 Penalty: 5163.675781
	Iteration 0F: 3 clusters Score -5200475 nChanged 15036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -5208581.000000 Penalty: 5163.675781
	Iteration 1F: 3 clusters Score -5208581 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -5209052.500000 Penalty: 5163.675781
	Iteration 2Q: 3 clusters Score -5209052 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -5209553.000000 Penalty: 5163.675781
	Iteration 3Q: 3 clusters Score -5209553 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -5210164.500000 Penalty: 5163.675781
	Iteration 4Q: 3 clusters Score -5210164 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -5211046.500000 Penalty: 5163.675781
	Iteration 5Q: 3 clusters Score -5211046 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -5212088.000000 Penalty: 5163.675781
	Iteration 6F: 3 clusters Score -5212088 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -5213208.500000 Penalty: 5163.675781
	Iteration 7F: 3 clusters Score -5213208 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -5214220.500000 Penalty: 5163.675781
	Iteration 8F: 3 clusters Score -5214220 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -5215258.500000 Penalty: 5163.675781
	Iteration 9F: 3 clusters Score -5215258 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -5216274.500000 Penalty: 5163.675781
	Iteration 10F: 3 clusters Score -5216274 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -5217245.000000 Penalty: 5163.675781
	Iteration 11Q: 3 clusters Score -5217245 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -5218301.000000 Penalty: 5163.675781
	Iteration 12Q: 3 clusters Score -5218301 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -5219284.500000 Penalty: 5163.675781
	Iteration 13Q: 3 clusters Score -5219284 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -5220090.000000 Penalty: 5163.675781
	Iteration 14Q: 3 clusters Score -5220090 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -5220731.500000 Penalty: 5163.675781
	Iteration 15Q: 3 clusters Score -5220732 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -5221187.000000 Penalty: 5163.675781
	Iteration 16Q: 3 clusters Score -5221187 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -5221463.500000 Penalty: 5163.675781
	Iteration 17Q: 3 clusters Score -5221464 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -5221639.500000 Penalty: 5163.675781
	Iteration 18Q: 3 clusters Score -5221640 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -5221756.000000 Penalty: 5163.675781
	Iteration 19Q: 3 clusters Score -5221756 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -5221811.000000 Penalty: 5163.675781
	Iteration 20F: 3 clusters Score -5221811 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -5221858.500000 Penalty: 5163.675781
	Iteration 21Q: 3 clusters Score -5221858 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -5221922.500000 Penalty: 5163.675781
	Iteration 22Q: 3 clusters Score -5221922 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -5221941.500000 Penalty: 5163.675781
	Iteration 23Q: 3 clusters Score -5221942 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -5221989.500000 Penalty: 5163.675781
	Iteration 24Q: 3 clusters Score -5221990 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -5222009.000000 Penalty: 5163.675781
	Iteration 25Q: 3 clusters Score -5222009 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -5222037.500000 Penalty: 5163.675781
	Iteration 26Q: 3 clusters Score -5222038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -5222048.500000 Penalty: 5163.675781
	Iteration 27Q: 3 clusters Score -5222048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -5222048.500000 Penalty: 5163.675781
	Iteration 28Q: 3 clusters Score -5222048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -5222063.000000 Penalty: 5163.675781
	Iteration 29Q: 3 clusters Score -5222063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -5222060.500000 Penalty: 5163.675781
	Iteration 30Q: 3 clusters Score -5222060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -5222074.500000 Penalty: 5163.675781
	Iteration 31Q: 3 clusters Score -5222074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -5222103.000000 Penalty: 5163.675781
	Iteration 32Q: 3 clusters Score -5222103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -5222118.000000 Penalty: 5163.675781
	Iteration 33Q: 3 clusters Score -5222118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -5222129.000000 Penalty: 5163.675781
	Iteration 34Q: 3 clusters Score -5222129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -5222140.000000 Penalty: 5163.675781
	Iteration 35Q: 3 clusters Score -5222140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -5222164.500000 Penalty: 5163.675781
	Iteration 36Q: 3 clusters Score -5222164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -5222193.500000 Penalty: 5163.675781
	Iteration 37Q: 3 clusters Score -5222194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -5222207.000000 Penalty: 5163.675781
	Iteration 38Q: 3 clusters Score -5222207 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -5222232.000000 Penalty: 5163.675781
	Iteration 39Q: 3 clusters Score -5222232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -5222251.000000 Penalty: 5163.675781
	Iteration 40F: 3 clusters Score -5222251 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -5222308.000000 Penalty: 5163.675781
	Iteration 41Q: 3 clusters Score -5222308 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -5222330.500000 Penalty: 5163.675781
	Iteration 42Q: 3 clusters Score -5222330 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -5222371.500000 Penalty: 5163.675781
	Iteration 43Q: 3 clusters Score -5222372 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -5222429.500000 Penalty: 5163.675781
	Iteration 44Q: 3 clusters Score -5222430 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -5222489.000000 Penalty: 5163.675781
	Iteration 45Q: 3 clusters Score -5222489 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -5222568.000000 Penalty: 5163.675781
	Iteration 46Q: 3 clusters Score -5222568 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -5222637.500000 Penalty: 5163.675781
	Iteration 47Q: 3 clusters Score -5222638 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -5222714.000000 Penalty: 5163.675781
	Iteration 48Q: 3 clusters Score -5222714 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -5222819.000000 Penalty: 5163.675781
	Iteration 49Q: 3 clusters Score -5222819 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -5222950.500000 Penalty: 5163.675781
	Iteration 50Q: 3 clusters Score -5222950 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -5223033.500000 Penalty: 5163.675781
	Iteration 51Q: 3 clusters Score -5223034 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -5223096.000000 Penalty: 5163.675781
	Iteration 52Q: 3 clusters Score -5223096 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -5223136.500000 Penalty: 5163.675781
	Iteration 53Q: 3 clusters Score -5223136 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -5223177.500000 Penalty: 5163.675781
	Iteration 54Q: 3 clusters Score -5223178 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -5223195.500000 Penalty: 5163.675781
	Iteration 55Q: 3 clusters Score -5223196 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -5223200.500000 Penalty: 5163.675781
	Iteration 56Q: 3 clusters Score -5223200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -5223207.000000 Penalty: 5163.675781
	Iteration 57Q: 3 clusters Score -5223207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -5223202.000000 Penalty: 5163.675781
	Iteration 58Q: 3 clusters Score -5223202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -5223209.000000 Penalty: 5163.675781
	Iteration 59Q: 3 clusters Score -5223209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -5223241.500000 Penalty: 5163.675781
	Iteration 60F: 3 clusters Score -5223242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -5223276.500000 Penalty: 5163.675781
	Iteration 61Q: 3 clusters Score -5223276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -5223282.500000 Penalty: 5163.675781
	Iteration 62Q: 3 clusters Score -5223282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -5223287.500000 Penalty: 5163.675781
	Iteration 63Q: 3 clusters Score -5223288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -5223277.500000 Penalty: 5163.675781
	Iteration 64Q: 3 clusters Score -5223278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -5223278.000000 Penalty: 5163.675781
	Iteration 65Q: 3 clusters Score -5223278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -5223281.000000 Penalty: 5163.675781
	Iteration 66Q: 3 clusters Score -5223281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -5223279.500000 Penalty: 5163.675781
	Iteration 67Q: 3 clusters Score -5223280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -5223284.000000 Penalty: 5163.675781
	Iteration 68Q: 3 clusters Score -5223284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -5223280.000000 Penalty: 5163.675781
	Iteration 69Q: 3 clusters Score -5223280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -5223283.500000 Penalty: 5163.675781
	Iteration 70Q: 3 clusters Score -5223284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -5223282.000000 Penalty: 5163.675781
	Iteration 71Q: 3 clusters Score -5223282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -5223280.500000 Penalty: 5163.675781
	Iteration 72Q: 3 clusters Score -5223280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -5223280.500000 Penalty: 5163.675781
	Iteration 73Q: 3 clusters Score -5223280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -5223287.500000 Penalty: 5163.675781
	Iteration 74Q: 3 clusters Score -5223288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -5223286.000000 Penalty: 5163.675781
	Iteration 75Q: 3 clusters Score -5223286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -5223287.000000 Penalty: 5163.675781
	Iteration 76Q: 3 clusters Score -5223287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -5223290.000000 Penalty: 5163.675781
	Iteration 77Q: 3 clusters Score -5223290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -5223293.000000 Penalty: 5163.675781
	Iteration 78Q: 3 clusters Score -5223293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -5223292.000000 Penalty: 5163.675781
	Iteration 79Q: 3 clusters Score -5223292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -5223295.500000 Penalty: 5163.675781
	Iteration 80F: 3 clusters Score -5223296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -5223296.000000 Penalty: 5163.675781
	Iteration 81Q: 3 clusters Score -5223296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -5223293.500000 Penalty: 5163.675781
	Iteration 82Q: 3 clusters Score -5223294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -5223294.500000 Penalty: 5163.675781
	Iteration 83Q: 3 clusters Score -5223294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -5223290.500000 Penalty: 5163.675781
	Iteration 84Q: 3 clusters Score -5223290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -5223289.500000 Penalty: 5163.675781
	Iteration 85Q: 3 clusters Score -5223290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -5223294.500000 Penalty: 5163.675781
	Iteration 86Q: 3 clusters Score -5223294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -5223297.000000 Penalty: 5163.675781
	Iteration 87Q: 3 clusters Score -5223297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -5223291.000000 Penalty: 5163.675781
	Iteration 88Q: 3 clusters Score -5223291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -5223292.000000 Penalty: 5163.675781
	Iteration 89Q: 3 clusters Score -5223292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -5223295.000000 Penalty: 5163.675781
	Iteration 90Q: 3 clusters Score -5223295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -5223297.000000 Penalty: 5163.675781
	Iteration 91Q: 3 clusters Score -5223297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -5223292.500000 Penalty: 5163.675781
	Iteration 92Q: 3 clusters Score -5223292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -5223292.000000 Penalty: 5163.675781
	Iteration 93Q: 3 clusters Score -5223292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -5223291.000000 Penalty: 5163.675781
	Iteration 94Q: 3 clusters Score -5223291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -5223292.000000 Penalty: 5163.675781
	Iteration 95Q: 3 clusters Score -5223292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -5223292.000000 Penalty: 5163.675781
	Iteration 96F: 3 clusters Score -5223292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 111198 members 
Mstep: Class 4 contains 26203 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30393 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11283 members 
Mstep: Class 16 contains 82692 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32376 members 
Mstep: Class 20 contains 4349 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 97583 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8751 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16735 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54533 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19517 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18232 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10991 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 8853 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16707 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39629 members 
Mstep: Class 48 contains 3478 members 
Mstep: Class 49 contains 21188 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11834 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Mstep: Class 55 contains 29246 members 
Entering Unmasked Estep 
Score: -122576752.000000 Penalty: 185416.921875
Splitting cluster 2 changes total score from -122577872.000000 to -122576752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (111198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111198 members 
Entering Unmasked Estep 
Score: -17046778.000000 Penalty: 2881.528809
	Iteration 0F: 2 clusters Score -1.704678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -16972816.000000 Penalty: 5763.057617
	Iteration 0F: 3 clusters Score -1.697282e+07 nChanged 52837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -17004076.000000 Penalty: 5763.057617
	Iteration 1F: 3 clusters Score -1.700408e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -17005678.000000 Penalty: 5763.057617
	Iteration 2Q: 3 clusters Score -1.700568e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64649 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -17008040.000000 Penalty: 5763.057617
	Iteration 3Q: 3 clusters Score -1.700804e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69311 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -17011176.000000 Penalty: 5763.057617
	Iteration 4F: 3 clusters Score -1.701118e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75450 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -17015552.000000 Penalty: 5763.057617
	Iteration 5F: 3 clusters Score -1.701555e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -17021306.000000 Penalty: 5763.057617
	Iteration 6F: 3 clusters Score -1.702131e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90914 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -17028030.000000 Penalty: 5763.057617
	Iteration 7F: 3 clusters Score -1.702803e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -17034278.000000 Penalty: 5763.057617
	Iteration 8F: 3 clusters Score -1.703428e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103427 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -17038950.000000 Penalty: 5763.057617
	Iteration 9Q: 3 clusters Score -1.703895e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106735 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -17041928.000000 Penalty: 5763.057617
	Iteration 10Q: 3 clusters Score -1.704193e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108357 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -17043374.000000 Penalty: 5763.057617
	Iteration 11Q: 3 clusters Score -1.704337e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109023 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -17044048.000000 Penalty: 5763.057617
	Iteration 12Q: 3 clusters Score -1.704405e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109339 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -17044412.000000 Penalty: 5763.057617
	Iteration 13Q: 3 clusters Score -1.704441e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109528 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -17044570.000000 Penalty: 5763.057617
	Iteration 14Q: 3 clusters Score -1.704457e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109628 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -17044668.000000 Penalty: 5763.057617
	Iteration 15Q: 3 clusters Score -1.704467e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109675 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -17044732.000000 Penalty: 5763.057617
	Iteration 16Q: 3 clusters Score -1.704473e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109710 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -17044774.000000 Penalty: 5763.057617
	Iteration 17Q: 3 clusters Score -1.704477e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109753 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -17044806.000000 Penalty: 5763.057617
	Iteration 18Q: 3 clusters Score -1.704481e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109797 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -17044854.000000 Penalty: 5763.057617
	Iteration 19Q: 3 clusters Score -1.704485e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109825 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -17044868.000000 Penalty: 5763.057617
	Iteration 20F: 3 clusters Score -1.704487e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109849 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -17044900.000000 Penalty: 5763.057617
	Iteration 21Q: 3 clusters Score -1.70449e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109866 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -17044904.000000 Penalty: 5763.057617
	Iteration 22Q: 3 clusters Score -1.70449e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109879 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -17044918.000000 Penalty: 5763.057617
	Iteration 23Q: 3 clusters Score -1.704492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109888 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -17044910.000000 Penalty: 5763.057617
	Iteration 24Q: 3 clusters Score -1.704491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109900 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -17044906.000000 Penalty: 5763.057617
	Iteration 25Q: 3 clusters Score -1.704491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109910 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -17044922.000000 Penalty: 5763.057617
	Iteration 26Q: 3 clusters Score -1.704492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -17044918.000000 Penalty: 5763.057617
	Iteration 27Q: 3 clusters Score -1.704492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109918 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -17044922.000000 Penalty: 5763.057617
	Iteration 28Q: 3 clusters Score -1.704492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109921 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -17044936.000000 Penalty: 5763.057617
	Iteration 29Q: 3 clusters Score -1.704494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109922 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -17044930.000000 Penalty: 5763.057617
	Iteration 30Q: 3 clusters Score -1.704493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109922 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -17044930.000000 Penalty: 5763.057617
	Iteration 31F: 3 clusters Score -1.704493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Entering Unmasked Estep 
Score: -4254528.500000 Penalty: 2523.060059
	Iteration 0F: 2 clusters Score -4254528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -4236394.500000 Penalty: 5046.120117
	Iteration 0F: 3 clusters Score -4236394 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -4242703.500000 Penalty: 5046.120117
	Iteration 1F: 3 clusters Score -4242704 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -4243132.000000 Penalty: 5046.120117
	Iteration 2Q: 3 clusters Score -4243132 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -4243656.500000 Penalty: 5046.120117
	Iteration 3Q: 3 clusters Score -4243656 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -4244133.500000 Penalty: 5046.120117
	Iteration 4Q: 3 clusters Score -4244134 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -4244618.000000 Penalty: 5046.120117
	Iteration 5Q: 3 clusters Score -4244618 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -4245029.000000 Penalty: 5046.120117
	Iteration 6Q: 3 clusters Score -4245029 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -4245477.000000 Penalty: 5046.120117
	Iteration 7Q: 3 clusters Score -4245477 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -4245909.000000 Penalty: 5046.120117
	Iteration 8Q: 3 clusters Score -4245909 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -4246343.000000 Penalty: 5046.120117
	Iteration 9Q: 3 clusters Score -4246343 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -4246872.500000 Penalty: 5046.120117
	Iteration 10Q: 3 clusters Score -4246872 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4247536.000000 Penalty: 5046.120117
	Iteration 11Q: 3 clusters Score -4247536 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -4248300.000000 Penalty: 5046.120117
	Iteration 12Q: 3 clusters Score -4248300 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -4249028.000000 Penalty: 5046.120117
	Iteration 13Q: 3 clusters Score -4249028 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -4249676.500000 Penalty: 5046.120117
	Iteration 14Q: 3 clusters Score -4249676 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -4250271.000000 Penalty: 5046.120117
	Iteration 15Q: 3 clusters Score -4250271 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -4250671.500000 Penalty: 5046.120117
	Iteration 16Q: 3 clusters Score -4250672 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -4250918.000000 Penalty: 5046.120117
	Iteration 17Q: 3 clusters Score -4250918 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -4251049.500000 Penalty: 5046.120117
	Iteration 18Q: 3 clusters Score -4251050 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -4251124.000000 Penalty: 5046.120117
	Iteration 19Q: 3 clusters Score -4251124 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -4251168.500000 Penalty: 5046.120117
	Iteration 20F: 3 clusters Score -4251168 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -4251191.000000 Penalty: 5046.120117
	Iteration 21Q: 3 clusters Score -4251191 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -4251216.500000 Penalty: 5046.120117
	Iteration 22Q: 3 clusters Score -4251216 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -4251237.500000 Penalty: 5046.120117
	Iteration 23Q: 3 clusters Score -4251238 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -4251279.000000 Penalty: 5046.120117
	Iteration 24Q: 3 clusters Score -4251279 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -4251301.000000 Penalty: 5046.120117
	Iteration 25Q: 3 clusters Score -4251301 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -4251336.500000 Penalty: 5046.120117
	Iteration 26Q: 3 clusters Score -4251336 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -4251358.500000 Penalty: 5046.120117
	Iteration 27Q: 3 clusters Score -4251358 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -4251357.500000 Penalty: 5046.120117
	Iteration 28Q: 3 clusters Score -4251358 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -4251384.500000 Penalty: 5046.120117
	Iteration 29Q: 3 clusters Score -4251384 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -4251413.000000 Penalty: 5046.120117
	Iteration 30Q: 3 clusters Score -4251413 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -4251433.500000 Penalty: 5046.120117
	Iteration 31Q: 3 clusters Score -4251434 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -4251474.000000 Penalty: 5046.120117
	Iteration 32Q: 3 clusters Score -4251474 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -4251498.500000 Penalty: 5046.120117
	Iteration 33Q: 3 clusters Score -4251498 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -4251544.500000 Penalty: 5046.120117
	Iteration 34Q: 3 clusters Score -4251544 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -4251571.500000 Penalty: 5046.120117
	Iteration 35Q: 3 clusters Score -4251572 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -4251622.500000 Penalty: 5046.120117
	Iteration 36Q: 3 clusters Score -4251622 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -4251689.000000 Penalty: 5046.120117
	Iteration 37Q: 3 clusters Score -4251689 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -4251781.500000 Penalty: 5046.120117
	Iteration 38Q: 3 clusters Score -4251782 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -4251896.500000 Penalty: 5046.120117
	Iteration 39Q: 3 clusters Score -4251896 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -4252059.000000 Penalty: 5046.120117
	Iteration 40F: 3 clusters Score -4252059 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -4252272.000000 Penalty: 5046.120117
	Iteration 41Q: 3 clusters Score -4252272 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -4252499.000000 Penalty: 5046.120117
	Iteration 42Q: 3 clusters Score -4252499 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -4252767.500000 Penalty: 5046.120117
	Iteration 43Q: 3 clusters Score -4252768 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -4253030.000000 Penalty: 5046.120117
	Iteration 44Q: 3 clusters Score -4253030 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -4253271.500000 Penalty: 5046.120117
	Iteration 45Q: 3 clusters Score -4253272 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -4253450.500000 Penalty: 5046.120117
	Iteration 46Q: 3 clusters Score -4253450 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4253571.500000 Penalty: 5046.120117
	Iteration 47Q: 3 clusters Score -4253572 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -4253659.500000 Penalty: 5046.120117
	Iteration 48Q: 3 clusters Score -4253660 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -4253706.000000 Penalty: 5046.120117
	Iteration 49Q: 3 clusters Score -4253706 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -4253737.000000 Penalty: 5046.120117
	Iteration 50Q: 3 clusters Score -4253737 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -4253746.000000 Penalty: 5046.120117
	Iteration 51Q: 3 clusters Score -4253746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -4253759.500000 Penalty: 5046.120117
	Iteration 52Q: 3 clusters Score -4253760 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -4253787.000000 Penalty: 5046.120117
	Iteration 53Q: 3 clusters Score -4253787 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -4253790.500000 Penalty: 5046.120117
	Iteration 54Q: 3 clusters Score -4253790 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -4253809.500000 Penalty: 5046.120117
	Iteration 55Q: 3 clusters Score -4253810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -4253820.500000 Penalty: 5046.120117
	Iteration 56Q: 3 clusters Score -4253820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -4253813.500000 Penalty: 5046.120117
	Iteration 57Q: 3 clusters Score -4253814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -4253826.500000 Penalty: 5046.120117
	Iteration 58Q: 3 clusters Score -4253826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -4253825.500000 Penalty: 5046.120117
	Iteration 59Q: 3 clusters Score -4253826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -4253836.000000 Penalty: 5046.120117
	Iteration 60F: 3 clusters Score -4253836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -4253835.500000 Penalty: 5046.120117
	Iteration 61Q: 3 clusters Score -4253836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -4253840.500000 Penalty: 5046.120117
	Iteration 62Q: 3 clusters Score -4253840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -4253837.500000 Penalty: 5046.120117
	Iteration 63Q: 3 clusters Score -4253838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -4253837.000000 Penalty: 5046.120117
	Iteration 64Q: 3 clusters Score -4253837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -4253841.000000 Penalty: 5046.120117
	Iteration 65Q: 3 clusters Score -4253841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -4253837.500000 Penalty: 5046.120117
	Iteration 66Q: 3 clusters Score -4253838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -4253844.000000 Penalty: 5046.120117
	Iteration 67Q: 3 clusters Score -4253844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -4253842.000000 Penalty: 5046.120117
	Iteration 68Q: 3 clusters Score -4253842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4253845.500000 Penalty: 5046.120117
	Iteration 69Q: 3 clusters Score -4253846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -4253845.000000 Penalty: 5046.120117
	Iteration 70Q: 3 clusters Score -4253845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -4253843.000000 Penalty: 5046.120117
	Iteration 71Q: 3 clusters Score -4253843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -4253845.000000 Penalty: 5046.120117
	Iteration 72Q: 3 clusters Score -4253845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -4253843.000000 Penalty: 5046.120117
	Iteration 73Q: 3 clusters Score -4253843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -4253843.500000 Penalty: 5046.120117
	Iteration 74Q: 3 clusters Score -4253844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -4253840.000000 Penalty: 5046.120117
	Iteration 75Q: 3 clusters Score -4253840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -4253843.500000 Penalty: 5046.120117
	Iteration 76Q: 3 clusters Score -4253844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -4253843.500000 Penalty: 5046.120117
	Iteration 77F: 3 clusters Score -4253844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Entering Unmasked Estep 
Score: -1036994.937500 Penalty: 2195.248047
	Iteration 0F: 2 clusters Score -1036995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1031195.375000 Penalty: 4390.496094
	Iteration 0F: 3 clusters Score -1031195 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1032999.562500 Penalty: 4390.496094
	Iteration 1F: 3 clusters Score -1033000 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1033513.000000 Penalty: 4390.496094
	Iteration 2F: 3 clusters Score -1033513 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1033987.562500 Penalty: 4390.496094
	Iteration 3F: 3 clusters Score -1033988 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1034431.625000 Penalty: 4390.496094
	Iteration 4F: 3 clusters Score -1034432 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1034766.625000 Penalty: 4390.496094
	Iteration 5F: 3 clusters Score -1034767 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1034981.500000 Penalty: 4390.496094
	Iteration 6Q: 3 clusters Score -1034982 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1035169.312500 Penalty: 4390.496094
	Iteration 7Q: 3 clusters Score -1035169 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1035358.625000 Penalty: 4390.496094
	Iteration 8Q: 3 clusters Score -1035359 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1035522.750000 Penalty: 4390.496094
	Iteration 9Q: 3 clusters Score -1035523 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1035699.187500 Penalty: 4390.496094
	Iteration 10Q: 3 clusters Score -1035699 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1035849.812500 Penalty: 4390.496094
	Iteration 11Q: 3 clusters Score -1035850 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1035973.312500 Penalty: 4390.496094
	Iteration 12Q: 3 clusters Score -1035973 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1036079.875000 Penalty: 4390.496094
	Iteration 13Q: 3 clusters Score -1036080 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1036190.750000 Penalty: 4390.496094
	Iteration 14Q: 3 clusters Score -1036191 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1036311.125000 Penalty: 4390.496094
	Iteration 15Q: 3 clusters Score -1036311 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1036420.562500 Penalty: 4390.496094
	Iteration 16Q: 3 clusters Score -1036421 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1036542.562500 Penalty: 4390.496094
	Iteration 17Q: 3 clusters Score -1036543 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1036667.687500 Penalty: 4390.496094
	Iteration 18Q: 3 clusters Score -1036668 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1036780.937500 Penalty: 4390.496094
	Iteration 19Q: 3 clusters Score -1036781 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1036860.750000 Penalty: 4390.496094
	Iteration 20F: 3 clusters Score -1036861 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1036935.625000 Penalty: 4390.496094
	Iteration 21Q: 3 clusters Score -1036936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1037003.937500 Penalty: 4390.496094
	Iteration 22Q: 3 clusters Score -1037004 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1037078.000000 Penalty: 4390.496094
	Iteration 23Q: 3 clusters Score -1037078 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1037143.437500 Penalty: 4390.496094
	Iteration 24Q: 3 clusters Score -1037143 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1037209.500000 Penalty: 4390.496094
	Iteration 25Q: 3 clusters Score -1037210 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1037283.187500 Penalty: 4390.496094
	Iteration 26Q: 3 clusters Score -1037283 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1037372.500000 Penalty: 4390.496094
	Iteration 27Q: 3 clusters Score -1037372 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1037527.187500 Penalty: 4390.496094
	Iteration 28Q: 3 clusters Score -1037527 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1037665.062500 Penalty: 4390.496094
	Iteration 29Q: 3 clusters Score -1037665 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1037716.125000 Penalty: 4390.496094
	Iteration 30Q: 3 clusters Score -1037716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1037734.000000 Penalty: 4390.496094
	Iteration 31Q: 3 clusters Score -1037734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1037743.125000 Penalty: 4390.496094
	Iteration 32Q: 3 clusters Score -1037743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1037749.750000 Penalty: 4390.496094
	Iteration 33Q: 3 clusters Score -1037750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1037756.750000 Penalty: 4390.496094
	Iteration 34Q: 3 clusters Score -1037757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1037761.750000 Penalty: 4390.496094
	Iteration 35Q: 3 clusters Score -1037762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1037762.875000 Penalty: 4390.496094
	Iteration 36Q: 3 clusters Score -1037763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1037762.312500 Penalty: 4390.496094
	Iteration 37Q: 3 clusters Score -1037762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1037762.750000 Penalty: 4390.496094
	Iteration 38Q: 3 clusters Score -1037763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1037763.625000 Penalty: 4390.496094
	Iteration 39Q: 3 clusters Score -1037764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1037763.625000 Penalty: 4390.496094
	Iteration 40F: 3 clusters Score -1037764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33211 members 
Mstep: Class 3 contains 111198 members 
Mstep: Class 4 contains 26203 members 
Mstep: Class 5 contains 5829 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30393 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11283 members 
Mstep: Class 16 contains 82692 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32376 members 
Mstep: Class 20 contains 4349 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 97583 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8751 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16735 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54533 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19517 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18232 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10991 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 8853 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16707 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39629 members 
Mstep: Class 48 contains 3478 members 
Mstep: Class 49 contains 21188 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11834 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Mstep: Class 55 contains 1158 members 
Entering Unmasked Estep 
Score: -122577248.000000 Penalty: 185416.921875
Splitting cluster 5 changes total score from -122577872.000000 to -122577248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -91989.765625 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -91989.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -90390.585938 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -90390.59 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90662.875000 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -90662.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -90728.359375 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -90728.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -90763.828125 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -90763.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -90799.523438 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -90799.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90819.296875 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -90819.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90829.812500 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -90829.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -90843.359375 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -90843.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -90847.218750 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -90847.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -90850.898438 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -90850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -90852.156250 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -90852.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -90852.156250 Penalty: 3198.649170
	Iteration 11F: 3 clusters Score -90852.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Entering Unmasked Estep 
Score: -568588.125000 Penalty: 2027.884644
	Iteration 0F: 2 clusters Score -568588.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -564978.000000 Penalty: 4055.769287
	Iteration 0F: 3 clusters Score -564978 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -565871.062500 Penalty: 4055.769287
	Iteration 1F: 3 clusters Score -565871.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -566247.562500 Penalty: 4055.769287
	Iteration 2F: 3 clusters Score -566247.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -566606.562500 Penalty: 4055.769287
	Iteration 3F: 3 clusters Score -566606.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -567036.375000 Penalty: 4055.769287
	Iteration 4F: 3 clusters Score -567036.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -567419.937500 Penalty: 4055.769287
	Iteration 5F: 3 clusters Score -567419.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -567702.687500 Penalty: 4055.769287
	Iteration 6F: 3 clusters Score -567702.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -567845.000000 Penalty: 4055.769287
	Iteration 7Q: 3 clusters Score -567845 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -567912.375000 Penalty: 4055.769287
	Iteration 8Q: 3 clusters Score -567912.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -567946.312500 Penalty: 4055.769287
	Iteration 9Q: 3 clusters Score -567946.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -567956.187500 Penalty: 4055.769287
	Iteration 10Q: 3 clusters Score -567956.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -567965.312500 Penalty: 4055.769287
	Iteration 11Q: 3 clusters Score -567965.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -567969.437500 Penalty: 4055.769287
	Iteration 12Q: 3 clusters Score -567969.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -567971.437500 Penalty: 4055.769287
	Iteration 13Q: 3 clusters Score -567971.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -567972.375000 Penalty: 4055.769287
	Iteration 14Q: 3 clusters Score -567972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -567973.000000 Penalty: 4055.769287
	Iteration 15Q: 3 clusters Score -567973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -567973.000000 Penalty: 4055.769287
	Iteration 16F: 3 clusters Score -567973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Entering Unmasked Estep 
Score: -908432.625000 Penalty: 2148.729736
	Iteration 0F: 2 clusters Score -908432.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -903466.625000 Penalty: 4297.459473
	Iteration 0F: 3 clusters Score -903466.6 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -904735.062500 Penalty: 4297.459473
	Iteration 1F: 3 clusters Score -904735.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -904977.000000 Penalty: 4297.459473
	Iteration 2F: 3 clusters Score -904977 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -905128.000000 Penalty: 4297.459473
	Iteration 3F: 3 clusters Score -905128 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -905237.062500 Penalty: 4297.459473
	Iteration 4Q: 3 clusters Score -905237.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -905319.125000 Penalty: 4297.459473
	Iteration 5Q: 3 clusters Score -905319.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -905391.562500 Penalty: 4297.459473
	Iteration 6Q: 3 clusters Score -905391.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -905461.687500 Penalty: 4297.459473
	Iteration 7Q: 3 clusters Score -905461.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -905519.625000 Penalty: 4297.459473
	Iteration 8Q: 3 clusters Score -905519.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -905586.812500 Penalty: 4297.459473
	Iteration 9Q: 3 clusters Score -905586.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -905650.687500 Penalty: 4297.459473
	Iteration 10Q: 3 clusters Score -905650.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -905714.312500 Penalty: 4297.459473
	Iteration 11Q: 3 clusters Score -905714.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -905784.625000 Penalty: 4297.459473
	Iteration 12Q: 3 clusters Score -905784.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -905859.187500 Penalty: 4297.459473
	Iteration 13Q: 3 clusters Score -905859.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -905940.750000 Penalty: 4297.459473
	Iteration 14Q: 3 clusters Score -905940.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -906031.812500 Penalty: 4297.459473
	Iteration 15Q: 3 clusters Score -906031.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -906121.687500 Penalty: 4297.459473
	Iteration 16Q: 3 clusters Score -906121.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -906192.937500 Penalty: 4297.459473
	Iteration 17Q: 3 clusters Score -906192.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -906234.312500 Penalty: 4297.459473
	Iteration 18Q: 3 clusters Score -906234.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -906279.000000 Penalty: 4297.459473
	Iteration 19Q: 3 clusters Score -906279 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -906318.187500 Penalty: 4297.459473
	Iteration 20F: 3 clusters Score -906318.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -906355.687500 Penalty: 4297.459473
	Iteration 21Q: 3 clusters Score -906355.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -906390.812500 Penalty: 4297.459473
	Iteration 22Q: 3 clusters Score -906390.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -906415.875000 Penalty: 4297.459473
	Iteration 23Q: 3 clusters Score -906415.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -906439.312500 Penalty: 4297.459473
	Iteration 24Q: 3 clusters Score -906439.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -906459.562500 Penalty: 4297.459473
	Iteration 25Q: 3 clusters Score -906459.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -906477.250000 Penalty: 4297.459473
	Iteration 26Q: 3 clusters Score -906477.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -906498.187500 Penalty: 4297.459473
	Iteration 27Q: 3 clusters Score -906498.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -906517.687500 Penalty: 4297.459473
	Iteration 28Q: 3 clusters Score -906517.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -906534.625000 Penalty: 4297.459473
	Iteration 29Q: 3 clusters Score -906534.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -906554.687500 Penalty: 4297.459473
	Iteration 30Q: 3 clusters Score -906554.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -906566.750000 Penalty: 4297.459473
	Iteration 31Q: 3 clusters Score -906566.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -906574.875000 Penalty: 4297.459473
	Iteration 32Q: 3 clusters Score -906574.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -906578.750000 Penalty: 4297.459473
	Iteration 33Q: 3 clusters Score -906578.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -906584.750000 Penalty: 4297.459473
	Iteration 34Q: 3 clusters Score -906584.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -906588.375000 Penalty: 4297.459473
	Iteration 35Q: 3 clusters Score -906588.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -906592.562500 Penalty: 4297.459473
	Iteration 36Q: 3 clusters Score -906592.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -906593.875000 Penalty: 4297.459473
	Iteration 37Q: 3 clusters Score -906593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -906596.937500 Penalty: 4297.459473
	Iteration 38Q: 3 clusters Score -906596.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -906600.562500 Penalty: 4297.459473
	Iteration 39Q: 3 clusters Score -906600.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -906604.437500 Penalty: 4297.459473
	Iteration 40F: 3 clusters Score -906604.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -906605.625000 Penalty: 4297.459473
	Iteration 41Q: 3 clusters Score -906605.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -906609.250000 Penalty: 4297.459473
	Iteration 42Q: 3 clusters Score -906609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -906609.812500 Penalty: 4297.459473
	Iteration 43Q: 3 clusters Score -906609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -906611.062500 Penalty: 4297.459473
	Iteration 44Q: 3 clusters Score -906611.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -906614.375000 Penalty: 4297.459473
	Iteration 45Q: 3 clusters Score -906614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -906614.375000 Penalty: 4297.459473
	Iteration 46Q: 3 clusters Score -906614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -906615.250000 Penalty: 4297.459473
	Iteration 47Q: 3 clusters Score -906615.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -906615.250000 Penalty: 4297.459473
	Iteration 48F: 3 clusters Score -906615.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -72348.179688 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -72348.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -70821.421875 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -70821.42 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71007.093750 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -71007.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71074.375000 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -71074.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71094.875000 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -71094.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71106.804688 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -71106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71117.625000 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -71117.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71127.421875 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -71127.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71133.726562 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -71133.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -71143.296875 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -71143.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71154.148438 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -71154.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71162.781250 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -71162.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71162.781250 Penalty: 3073.436279
	Iteration 11F: 3 clusters Score -71162.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Entering Unmasked Estep 
Score: -2558798.500000 Penalty: 2400.089111
	Iteration 0F: 2 clusters Score -2558798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2547312.500000 Penalty: 4800.178223
	Iteration 0F: 3 clusters Score -2547312 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2550956.500000 Penalty: 4800.178223
	Iteration 1F: 3 clusters Score -2550956 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2551517.750000 Penalty: 4800.178223
	Iteration 2F: 3 clusters Score -2551518 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2552132.250000 Penalty: 4800.178223
	Iteration 3F: 3 clusters Score -2552132 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2552881.750000 Penalty: 4800.178223
	Iteration 4F: 3 clusters Score -2552882 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2553736.000000 Penalty: 4800.178223
	Iteration 5F: 3 clusters Score -2553736 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2554688.250000 Penalty: 4800.178223
	Iteration 6F: 3 clusters Score -2554688 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2555534.000000 Penalty: 4800.178223
	Iteration 7F: 3 clusters Score -2555534 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2556084.250000 Penalty: 4800.178223
	Iteration 8Q: 3 clusters Score -2556084 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2556387.500000 Penalty: 4800.178223
	Iteration 9Q: 3 clusters Score -2556388 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2556557.250000 Penalty: 4800.178223
	Iteration 10Q: 3 clusters Score -2556557 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2556697.000000 Penalty: 4800.178223
	Iteration 11Q: 3 clusters Score -2556697 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2556799.500000 Penalty: 4800.178223
	Iteration 12Q: 3 clusters Score -2556800 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2556904.000000 Penalty: 4800.178223
	Iteration 13Q: 3 clusters Score -2556904 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2556971.750000 Penalty: 4800.178223
	Iteration 14Q: 3 clusters Score -2556972 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2557030.500000 Penalty: 4800.178223
	Iteration 15Q: 3 clusters Score -2557030 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2557075.750000 Penalty: 4800.178223
	Iteration 16Q: 3 clusters Score -2557076 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2557116.000000 Penalty: 4800.178223
	Iteration 17Q: 3 clusters Score -2557116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2557143.000000 Penalty: 4800.178223
	Iteration 18Q: 3 clusters Score -2557143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2557159.750000 Penalty: 4800.178223
	Iteration 19Q: 3 clusters Score -2557160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2557189.750000 Penalty: 4800.178223
	Iteration 20F: 3 clusters Score -2557190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2557204.250000 Penalty: 4800.178223
	Iteration 21Q: 3 clusters Score -2557204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2557229.500000 Penalty: 4800.178223
	Iteration 22Q: 3 clusters Score -2557230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2557249.500000 Penalty: 4800.178223
	Iteration 23Q: 3 clusters Score -2557250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2557255.500000 Penalty: 4800.178223
	Iteration 24Q: 3 clusters Score -2557256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2557272.000000 Penalty: 4800.178223
	Iteration 25Q: 3 clusters Score -2557272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2557282.250000 Penalty: 4800.178223
	Iteration 26Q: 3 clusters Score -2557282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2557297.750000 Penalty: 4800.178223
	Iteration 27Q: 3 clusters Score -2557298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2557309.250000 Penalty: 4800.178223
	Iteration 28Q: 3 clusters Score -2557309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2557314.500000 Penalty: 4800.178223
	Iteration 29Q: 3 clusters Score -2557314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2557324.500000 Penalty: 4800.178223
	Iteration 30Q: 3 clusters Score -2557324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2557324.000000 Penalty: 4800.178223
	Iteration 31Q: 3 clusters Score -2557324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2557327.250000 Penalty: 4800.178223
	Iteration 32Q: 3 clusters Score -2557327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2557335.750000 Penalty: 4800.178223
	Iteration 33Q: 3 clusters Score -2557336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2557335.000000 Penalty: 4800.178223
	Iteration 34Q: 3 clusters Score -2557335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2557337.750000 Penalty: 4800.178223
	Iteration 35Q: 3 clusters Score -2557338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2557348.000000 Penalty: 4800.178223
	Iteration 36Q: 3 clusters Score -2557348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2557353.250000 Penalty: 4800.178223
	Iteration 37Q: 3 clusters Score -2557353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2557354.500000 Penalty: 4800.178223
	Iteration 38Q: 3 clusters Score -2557354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2557353.750000 Penalty: 4800.178223
	Iteration 39Q: 3 clusters Score -2557354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2557356.500000 Penalty: 4800.178223
	Iteration 40F: 3 clusters Score -2557356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2557354.000000 Penalty: 4800.178223
	Iteration 41Q: 3 clusters Score -2557354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2557353.500000 Penalty: 4800.178223
	Iteration 42Q: 3 clusters Score -2557354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2557352.250000 Penalty: 4800.178223
	Iteration 43Q: 3 clusters Score -2557352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2557353.250000 Penalty: 4800.178223
	Iteration 44Q: 3 clusters Score -2557353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2557354.750000 Penalty: 4800.178223
	Iteration 45Q: 3 clusters Score -2557355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2557353.500000 Penalty: 4800.178223
	Iteration 46Q: 3 clusters Score -2557354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2557353.500000 Penalty: 4800.178223
	Iteration 47F: 3 clusters Score -2557354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Entering Unmasked Estep 
Score: -831584.375000 Penalty: 2139.926270
	Iteration 0F: 2 clusters Score -831584.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -826623.625000 Penalty: 4279.852539
	Iteration 0F: 3 clusters Score -826623.6 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -827898.687500 Penalty: 4279.852539
	Iteration 1F: 3 clusters Score -827898.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -828165.062500 Penalty: 4279.852539
	Iteration 2F: 3 clusters Score -828165.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -828323.875000 Penalty: 4279.852539
	Iteration 3F: 3 clusters Score -828323.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -828437.937500 Penalty: 4279.852539
	Iteration 4Q: 3 clusters Score -828437.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -828533.562500 Penalty: 4279.852539
	Iteration 5Q: 3 clusters Score -828533.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -828626.562500 Penalty: 4279.852539
	Iteration 6Q: 3 clusters Score -828626.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -828723.187500 Penalty: 4279.852539
	Iteration 7Q: 3 clusters Score -828723.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -828817.125000 Penalty: 4279.852539
	Iteration 8Q: 3 clusters Score -828817.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -828916.187500 Penalty: 4279.852539
	Iteration 9Q: 3 clusters Score -828916.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -828999.250000 Penalty: 4279.852539
	Iteration 10Q: 3 clusters Score -828999.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -829073.437500 Penalty: 4279.852539
	Iteration 11Q: 3 clusters Score -829073.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -829168.562500 Penalty: 4279.852539
	Iteration 12Q: 3 clusters Score -829168.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -829292.312500 Penalty: 4279.852539
	Iteration 13Q: 3 clusters Score -829292.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -829450.500000 Penalty: 4279.852539
	Iteration 14Q: 3 clusters Score -829450.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -829622.500000 Penalty: 4279.852539
	Iteration 15Q: 3 clusters Score -829622.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -829767.687500 Penalty: 4279.852539
	Iteration 16Q: 3 clusters Score -829767.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -829921.375000 Penalty: 4279.852539
	Iteration 17Q: 3 clusters Score -829921.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -830046.687500 Penalty: 4279.852539
	Iteration 18Q: 3 clusters Score -830046.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -830125.062500 Penalty: 4279.852539
	Iteration 19Q: 3 clusters Score -830125.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -830196.312500 Penalty: 4279.852539
	Iteration 20F: 3 clusters Score -830196.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -830262.000000 Penalty: 4279.852539
	Iteration 21Q: 3 clusters Score -830262 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -830305.750000 Penalty: 4279.852539
	Iteration 22Q: 3 clusters Score -830305.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -830343.500000 Penalty: 4279.852539
	Iteration 23Q: 3 clusters Score -830343.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -830368.062500 Penalty: 4279.852539
	Iteration 24Q: 3 clusters Score -830368.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -830386.125000 Penalty: 4279.852539
	Iteration 25Q: 3 clusters Score -830386.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -830404.437500 Penalty: 4279.852539
	Iteration 26Q: 3 clusters Score -830404.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -830413.187500 Penalty: 4279.852539
	Iteration 27Q: 3 clusters Score -830413.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -830426.625000 Penalty: 4279.852539
	Iteration 28Q: 3 clusters Score -830426.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -830433.375000 Penalty: 4279.852539
	Iteration 29Q: 3 clusters Score -830433.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -830440.062500 Penalty: 4279.852539
	Iteration 30Q: 3 clusters Score -830440.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -830444.062500 Penalty: 4279.852539
	Iteration 31Q: 3 clusters Score -830444.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -830453.187500 Penalty: 4279.852539
	Iteration 32Q: 3 clusters Score -830453.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -830453.625000 Penalty: 4279.852539
	Iteration 33Q: 3 clusters Score -830453.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -830453.937500 Penalty: 4279.852539
	Iteration 34Q: 3 clusters Score -830453.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -830454.937500 Penalty: 4279.852539
	Iteration 35Q: 3 clusters Score -830454.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -830458.437500 Penalty: 4279.852539
	Iteration 36Q: 3 clusters Score -830458.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -830456.000000 Penalty: 4279.852539
	Iteration 37Q: 3 clusters Score -830456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -830459.500000 Penalty: 4279.852539
	Iteration 38Q: 3 clusters Score -830459.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -830461.625000 Penalty: 4279.852539
	Iteration 39Q: 3 clusters Score -830461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -830461.500000 Penalty: 4279.852539
	Iteration 40F: 3 clusters Score -830461.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -830462.312500 Penalty: 4279.852539
	Iteration 41Q: 3 clusters Score -830462.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -830461.875000 Penalty: 4279.852539
	Iteration 42Q: 3 clusters Score -830461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -830462.375000 Penalty: 4279.852539
	Iteration 43Q: 3 clusters Score -830462.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -830462.375000 Penalty: 4279.852539
	Iteration 44F: 3 clusters Score -830462.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Entering Unmasked Estep 
Score: -632151.312500 Penalty: 2056.427734
	Iteration 0F: 2 clusters Score -632151.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -628258.187500 Penalty: 4112.855469
	Iteration 0F: 3 clusters Score -628258.2 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -629139.062500 Penalty: 4112.855469
	Iteration 1F: 3 clusters Score -629139.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -629314.750000 Penalty: 4112.855469
	Iteration 2F: 3 clusters Score -629314.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -629438.500000 Penalty: 4112.855469
	Iteration 3Q: 3 clusters Score -629438.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -629544.500000 Penalty: 4112.855469
	Iteration 4Q: 3 clusters Score -629544.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -629636.187500 Penalty: 4112.855469
	Iteration 5Q: 3 clusters Score -629636.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -629726.562500 Penalty: 4112.855469
	Iteration 6Q: 3 clusters Score -629726.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -629815.562500 Penalty: 4112.855469
	Iteration 7Q: 3 clusters Score -629815.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -629894.687500 Penalty: 4112.855469
	Iteration 8Q: 3 clusters Score -629894.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -629966.500000 Penalty: 4112.855469
	Iteration 9Q: 3 clusters Score -629966.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -630029.875000 Penalty: 4112.855469
	Iteration 10Q: 3 clusters Score -630029.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -630076.250000 Penalty: 4112.855469
	Iteration 11Q: 3 clusters Score -630076.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -630117.062500 Penalty: 4112.855469
	Iteration 12Q: 3 clusters Score -630117.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -630173.687500 Penalty: 4112.855469
	Iteration 13Q: 3 clusters Score -630173.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -630241.375000 Penalty: 4112.855469
	Iteration 14Q: 3 clusters Score -630241.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -630296.375000 Penalty: 4112.855469
	Iteration 15Q: 3 clusters Score -630296.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -630351.187500 Penalty: 4112.855469
	Iteration 16Q: 3 clusters Score -630351.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -630396.312500 Penalty: 4112.855469
	Iteration 17Q: 3 clusters Score -630396.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -630446.562500 Penalty: 4112.855469
	Iteration 18Q: 3 clusters Score -630446.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -630504.875000 Penalty: 4112.855469
	Iteration 19Q: 3 clusters Score -630504.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -630566.312500 Penalty: 4112.855469
	Iteration 20F: 3 clusters Score -630566.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -630643.250000 Penalty: 4112.855469
	Iteration 21Q: 3 clusters Score -630643.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -630738.250000 Penalty: 4112.855469
	Iteration 22Q: 3 clusters Score -630738.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -630836.500000 Penalty: 4112.855469
	Iteration 23Q: 3 clusters Score -630836.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -630945.750000 Penalty: 4112.855469
	Iteration 24Q: 3 clusters Score -630945.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -631052.437500 Penalty: 4112.855469
	Iteration 25Q: 3 clusters Score -631052.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -631132.375000 Penalty: 4112.855469
	Iteration 26Q: 3 clusters Score -631132.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -631187.625000 Penalty: 4112.855469
	Iteration 27Q: 3 clusters Score -631187.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -631214.812500 Penalty: 4112.855469
	Iteration 28Q: 3 clusters Score -631214.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -631237.000000 Penalty: 4112.855469
	Iteration 29Q: 3 clusters Score -631237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -631251.750000 Penalty: 4112.855469
	Iteration 30Q: 3 clusters Score -631251.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -631267.062500 Penalty: 4112.855469
	Iteration 31Q: 3 clusters Score -631267.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -631276.250000 Penalty: 4112.855469
	Iteration 32Q: 3 clusters Score -631276.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -631289.625000 Penalty: 4112.855469
	Iteration 33Q: 3 clusters Score -631289.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -631300.000000 Penalty: 4112.855469
	Iteration 34Q: 3 clusters Score -631300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -631307.750000 Penalty: 4112.855469
	Iteration 35Q: 3 clusters Score -631307.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -631315.937500 Penalty: 4112.855469
	Iteration 36Q: 3 clusters Score -631315.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -631323.625000 Penalty: 4112.855469
	Iteration 37Q: 3 clusters Score -631323.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -631327.687500 Penalty: 4112.855469
	Iteration 38Q: 3 clusters Score -631327.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -631337.812500 Penalty: 4112.855469
	Iteration 39Q: 3 clusters Score -631337.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -631347.437500 Penalty: 4112.855469
	Iteration 40F: 3 clusters Score -631347.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -631358.687500 Penalty: 4112.855469
	Iteration 41Q: 3 clusters Score -631358.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -631373.937500 Penalty: 4112.855469
	Iteration 42Q: 3 clusters Score -631373.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -631381.187500 Penalty: 4112.855469
	Iteration 43Q: 3 clusters Score -631381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -631383.312500 Penalty: 4112.855469
	Iteration 44Q: 3 clusters Score -631383.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -631386.812500 Penalty: 4112.855469
	Iteration 45Q: 3 clusters Score -631386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -631387.000000 Penalty: 4112.855469
	Iteration 46Q: 3 clusters Score -631387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -631387.750000 Penalty: 4112.855469
	Iteration 47Q: 3 clusters Score -631387.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -631388.562500 Penalty: 4112.855469
	Iteration 48Q: 3 clusters Score -631388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -631388.687500 Penalty: 4112.855469
	Iteration 49Q: 3 clusters Score -631388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -631389.375000 Penalty: 4112.855469
	Iteration 50Q: 3 clusters Score -631389.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -631389.500000 Penalty: 4112.855469
	Iteration 51Q: 3 clusters Score -631389.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -631389.750000 Penalty: 4112.855469
	Iteration 52Q: 3 clusters Score -631389.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -631390.250000 Penalty: 4112.855469
	Iteration 53Q: 3 clusters Score -631390.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -631390.250000 Penalty: 4112.855469
	Iteration 54F: 3 clusters Score -631390.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Entering Unmasked Estep 
Score: -4814099.000000 Penalty: 2559.847900
	Iteration 0F: 2 clusters Score -4814099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -4793343.500000 Penalty: 5119.695801
	Iteration 0F: 3 clusters Score -4793344 nChanged 13677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -4800790.000000 Penalty: 5119.695801
	Iteration 1F: 3 clusters Score -4800790 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -4801410.000000 Penalty: 5119.695801
	Iteration 2Q: 3 clusters Score -4801410 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -4802050.000000 Penalty: 5119.695801
	Iteration 3Q: 3 clusters Score -4802050 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -4802737.500000 Penalty: 5119.695801
	Iteration 4Q: 3 clusters Score -4802738 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -4803464.000000 Penalty: 5119.695801
	Iteration 5Q: 3 clusters Score -4803464 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -4804236.500000 Penalty: 5119.695801
	Iteration 6Q: 3 clusters Score -4804236 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -4805145.000000 Penalty: 5119.695801
	Iteration 7F: 3 clusters Score -4805145 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -4806289.500000 Penalty: 5119.695801
	Iteration 8F: 3 clusters Score -4806290 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4807458.500000 Penalty: 5119.695801
	Iteration 9F: 3 clusters Score -4807458 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -4808566.500000 Penalty: 5119.695801
	Iteration 10F: 3 clusters Score -4808566 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4809609.000000 Penalty: 5119.695801
	Iteration 11Q: 3 clusters Score -4809609 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -4810304.000000 Penalty: 5119.695801
	Iteration 12Q: 3 clusters Score -4810304 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -4810706.500000 Penalty: 5119.695801
	Iteration 13Q: 3 clusters Score -4810706 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -4810951.500000 Penalty: 5119.695801
	Iteration 14Q: 3 clusters Score -4810952 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -4811143.000000 Penalty: 5119.695801
	Iteration 15Q: 3 clusters Score -4811143 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -4811281.500000 Penalty: 5119.695801
	Iteration 16Q: 3 clusters Score -4811282 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -4811418.000000 Penalty: 5119.695801
	Iteration 17Q: 3 clusters Score -4811418 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -4811594.500000 Penalty: 5119.695801
	Iteration 18Q: 3 clusters Score -4811594 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -4811759.500000 Penalty: 5119.695801
	Iteration 19Q: 3 clusters Score -4811760 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -4811899.500000 Penalty: 5119.695801
	Iteration 20F: 3 clusters Score -4811900 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -4812004.500000 Penalty: 5119.695801
	Iteration 21Q: 3 clusters Score -4812004 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -4812089.000000 Penalty: 5119.695801
	Iteration 22Q: 3 clusters Score -4812089 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -4812168.000000 Penalty: 5119.695801
	Iteration 23Q: 3 clusters Score -4812168 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -4812264.500000 Penalty: 5119.695801
	Iteration 24Q: 3 clusters Score -4812264 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -4812312.500000 Penalty: 5119.695801
	Iteration 25Q: 3 clusters Score -4812312 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -4812401.000000 Penalty: 5119.695801
	Iteration 26Q: 3 clusters Score -4812401 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -4812417.000000 Penalty: 5119.695801
	Iteration 27Q: 3 clusters Score -4812417 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -4812443.500000 Penalty: 5119.695801
	Iteration 28Q: 3 clusters Score -4812444 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -4812468.500000 Penalty: 5119.695801
	Iteration 29Q: 3 clusters Score -4812468 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -4812500.500000 Penalty: 5119.695801
	Iteration 30Q: 3 clusters Score -4812500 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -4812518.000000 Penalty: 5119.695801
	Iteration 31Q: 3 clusters Score -4812518 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -4812545.500000 Penalty: 5119.695801
	Iteration 32Q: 3 clusters Score -4812546 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -4812558.500000 Penalty: 5119.695801
	Iteration 33Q: 3 clusters Score -4812558 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -4812550.500000 Penalty: 5119.695801
	Iteration 34Q: 3 clusters Score -4812550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -4812566.000000 Penalty: 5119.695801
	Iteration 35Q: 3 clusters Score -4812566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -4812579.500000 Penalty: 5119.695801
	Iteration 36Q: 3 clusters Score -4812580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -4812585.500000 Penalty: 5119.695801
	Iteration 37Q: 3 clusters Score -4812586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -4812607.000000 Penalty: 5119.695801
	Iteration 38Q: 3 clusters Score -4812607 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -4812616.500000 Penalty: 5119.695801
	Iteration 39Q: 3 clusters Score -4812616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -4812626.000000 Penalty: 5119.695801
	Iteration 40F: 3 clusters Score -4812626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -4812622.500000 Penalty: 5119.695801
	Iteration 41Q: 3 clusters Score -4812622 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -4812637.500000 Penalty: 5119.695801
	Iteration 42Q: 3 clusters Score -4812638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -4812655.500000 Penalty: 5119.695801
	Iteration 43Q: 3 clusters Score -4812656 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -4812669.500000 Penalty: 5119.695801
	Iteration 44Q: 3 clusters Score -4812670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -4812664.500000 Penalty: 5119.695801
	Iteration 45Q: 3 clusters Score -4812664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -4812682.000000 Penalty: 5119.695801
	Iteration 46Q: 3 clusters Score -4812682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -4812688.500000 Penalty: 5119.695801
	Iteration 47Q: 3 clusters Score -4812688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -4812711.500000 Penalty: 5119.695801
	Iteration 48Q: 3 clusters Score -4812712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -4812724.500000 Penalty: 5119.695801
	Iteration 49Q: 3 clusters Score -4812724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -4812734.500000 Penalty: 5119.695801
	Iteration 50Q: 3 clusters Score -4812734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -4812725.000000 Penalty: 5119.695801
	Iteration 51Q: 3 clusters Score -4812725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -4812733.000000 Penalty: 5119.695801
	Iteration 52Q: 3 clusters Score -4812733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -4812732.500000 Penalty: 5119.695801
	Iteration 53Q: 3 clusters Score -4812732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -4812749.000000 Penalty: 5119.695801
	Iteration 54Q: 3 clusters Score -4812749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -4812759.500000 Penalty: 5119.695801
	Iteration 55Q: 3 clusters Score -4812760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -4812752.000000 Penalty: 5119.695801
	Iteration 56Q: 3 clusters Score -4812752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -4812752.000000 Penalty: 5119.695801
	Iteration 57Q: 3 clusters Score -4812752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -4812753.500000 Penalty: 5119.695801
	Iteration 58Q: 3 clusters Score -4812754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -4812754.000000 Penalty: 5119.695801
	Iteration 59Q: 3 clusters Score -4812754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -4812750.500000 Penalty: 5119.695801
	Iteration 60F: 3 clusters Score -4812750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -4812761.500000 Penalty: 5119.695801
	Iteration 61Q: 3 clusters Score -4812762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -4812768.500000 Penalty: 5119.695801
	Iteration 62Q: 3 clusters Score -4812768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -4812763.000000 Penalty: 5119.695801
	Iteration 63Q: 3 clusters Score -4812763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -4812764.500000 Penalty: 5119.695801
	Iteration 64Q: 3 clusters Score -4812764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -4812771.000000 Penalty: 5119.695801
	Iteration 65Q: 3 clusters Score -4812771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -4812766.500000 Penalty: 5119.695801
	Iteration 66Q: 3 clusters Score -4812766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -4812771.500000 Penalty: 5119.695801
	Iteration 67Q: 3 clusters Score -4812772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -4812775.500000 Penalty: 5119.695801
	Iteration 68Q: 3 clusters Score -4812776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -4812787.500000 Penalty: 5119.695801
	Iteration 69Q: 3 clusters Score -4812788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -4812780.000000 Penalty: 5119.695801
	Iteration 70Q: 3 clusters Score -4812780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -4812786.000000 Penalty: 5119.695801
	Iteration 71Q: 3 clusters Score -4812786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -4812787.500000 Penalty: 5119.695801
	Iteration 72Q: 3 clusters Score -4812788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -4812791.500000 Penalty: 5119.695801
	Iteration 73Q: 3 clusters Score -4812792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -4812794.500000 Penalty: 5119.695801
	Iteration 74Q: 3 clusters Score -4812794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -4812788.500000 Penalty: 5119.695801
	Iteration 75Q: 3 clusters Score -4812788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -4812789.500000 Penalty: 5119.695801
	Iteration 76Q: 3 clusters Score -4812790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -4812796.500000 Penalty: 5119.695801
	Iteration 77Q: 3 clusters Score -4812796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -4812801.000000 Penalty: 5119.695801
	Iteration 78Q: 3 clusters Score -4812801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -4812794.000000 Penalty: 5119.695801
	Iteration 79Q: 3 clusters Score -4812794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -4812800.500000 Penalty: 5119.695801
	Iteration 80F: 3 clusters Score -4812800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -4812806.500000 Penalty: 5119.695801
	Iteration 81Q: 3 clusters Score -4812806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -4812799.500000 Penalty: 5119.695801
	Iteration 82Q: 3 clusters Score -4812800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -4812801.500000 Penalty: 5119.695801
	Iteration 83Q: 3 clusters Score -4812802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -4812797.500000 Penalty: 5119.695801
	Iteration 84Q: 3 clusters Score -4812798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -4812799.500000 Penalty: 5119.695801
	Iteration 85Q: 3 clusters Score -4812800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -4812800.000000 Penalty: 5119.695801
	Iteration 86Q: 3 clusters Score -4812800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -4812804.000000 Penalty: 5119.695801
	Iteration 87Q: 3 clusters Score -4812804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -4812806.000000 Penalty: 5119.695801
	Iteration 88Q: 3 clusters Score -4812806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -4812815.500000 Penalty: 5119.695801
	Iteration 89Q: 3 clusters Score -4812816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -4812816.500000 Penalty: 5119.695801
	Iteration 90Q: 3 clusters Score -4812816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -4812816.500000 Penalty: 5119.695801
	Iteration 91Q: 3 clusters Score -4812816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -4812817.000000 Penalty: 5119.695801
	Iteration 92Q: 3 clusters Score -4812817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -4812816.500000 Penalty: 5119.695801
	Iteration 93Q: 3 clusters Score -4812816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -4812819.000000 Penalty: 5119.695801
	Iteration 94Q: 3 clusters Score -4812819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -4812822.500000 Penalty: 5119.695801
	Iteration 95Q: 3 clusters Score -4812822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -4812821.000000 Penalty: 5119.695801
	Iteration 96Q: 3 clusters Score -4812821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -4812821.500000 Penalty: 5119.695801
	Iteration 97Q: 3 clusters Score -4812822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -4812822.000000 Penalty: 5119.695801
	Iteration 98Q: 3 clusters Score -4812822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -4812821.000000 Penalty: 5119.695801
	Iteration 99Q: 3 clusters Score -4812821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -4812823.000000 Penalty: 5119.695801
	Iteration 100F: 3 clusters Score -4812823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -4812819.000000 Penalty: 5119.695801
	Iteration 101Q: 3 clusters Score -4812819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -4812820.500000 Penalty: 5119.695801
	Iteration 102Q: 3 clusters Score -4812820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -4812822.500000 Penalty: 5119.695801
	Iteration 103Q: 3 clusters Score -4812822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -4812823.000000 Penalty: 5119.695801
	Iteration 104Q: 3 clusters Score -4812823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -4812823.000000 Penalty: 5119.695801
	Iteration 105F: 3 clusters Score -4812823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Entering Unmasked Estep 
Score: -912333.750000 Penalty: 2153.269531
	Iteration 0F: 2 clusters Score -912333.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -907299.375000 Penalty: 4306.539062
	Iteration 0F: 3 clusters Score -907299.4 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -908558.500000 Penalty: 4306.539062
	Iteration 1F: 3 clusters Score -908558.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -908770.375000 Penalty: 4306.539062
	Iteration 2F: 3 clusters Score -908770.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -908889.125000 Penalty: 4306.539062
	Iteration 3Q: 3 clusters Score -908889.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -908974.312500 Penalty: 4306.539062
	Iteration 4Q: 3 clusters Score -908974.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -909059.375000 Penalty: 4306.539062
	Iteration 5Q: 3 clusters Score -909059.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -909149.312500 Penalty: 4306.539062
	Iteration 6Q: 3 clusters Score -909149.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -909242.875000 Penalty: 4306.539062
	Iteration 7Q: 3 clusters Score -909242.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -909340.187500 Penalty: 4306.539062
	Iteration 8Q: 3 clusters Score -909340.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -909413.312500 Penalty: 4306.539062
	Iteration 9Q: 3 clusters Score -909413.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -909488.625000 Penalty: 4306.539062
	Iteration 10Q: 3 clusters Score -909488.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -909557.250000 Penalty: 4306.539062
	Iteration 11Q: 3 clusters Score -909557.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -909636.437500 Penalty: 4306.539062
	Iteration 12Q: 3 clusters Score -909636.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -909711.312500 Penalty: 4306.539062
	Iteration 13Q: 3 clusters Score -909711.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -909793.562500 Penalty: 4306.539062
	Iteration 14Q: 3 clusters Score -909793.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -909869.562500 Penalty: 4306.539062
	Iteration 15Q: 3 clusters Score -909869.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -909927.125000 Penalty: 4306.539062
	Iteration 16Q: 3 clusters Score -909927.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -909972.125000 Penalty: 4306.539062
	Iteration 17Q: 3 clusters Score -909972.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -910015.437500 Penalty: 4306.539062
	Iteration 18Q: 3 clusters Score -910015.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -910053.562500 Penalty: 4306.539062
	Iteration 19Q: 3 clusters Score -910053.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -910080.875000 Penalty: 4306.539062
	Iteration 20F: 3 clusters Score -910080.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -910110.375000 Penalty: 4306.539062
	Iteration 21Q: 3 clusters Score -910110.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -910142.000000 Penalty: 4306.539062
	Iteration 22Q: 3 clusters Score -910142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -910170.187500 Penalty: 4306.539062
	Iteration 23Q: 3 clusters Score -910170.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -910190.500000 Penalty: 4306.539062
	Iteration 24Q: 3 clusters Score -910190.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -910209.062500 Penalty: 4306.539062
	Iteration 25Q: 3 clusters Score -910209.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -910229.000000 Penalty: 4306.539062
	Iteration 26Q: 3 clusters Score -910229 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -910258.250000 Penalty: 4306.539062
	Iteration 27Q: 3 clusters Score -910258.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -910277.437500 Penalty: 4306.539062
	Iteration 28Q: 3 clusters Score -910277.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -910292.500000 Penalty: 4306.539062
	Iteration 29Q: 3 clusters Score -910292.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -910303.875000 Penalty: 4306.539062
	Iteration 30Q: 3 clusters Score -910303.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -910308.312500 Penalty: 4306.539062
	Iteration 31Q: 3 clusters Score -910308.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -910316.875000 Penalty: 4306.539062
	Iteration 32Q: 3 clusters Score -910316.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -910326.812500 Penalty: 4306.539062
	Iteration 33Q: 3 clusters Score -910326.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -910336.250000 Penalty: 4306.539062
	Iteration 34Q: 3 clusters Score -910336.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -910345.125000 Penalty: 4306.539062
	Iteration 35Q: 3 clusters Score -910345.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -910351.125000 Penalty: 4306.539062
	Iteration 36Q: 3 clusters Score -910351.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -910357.750000 Penalty: 4306.539062
	Iteration 37Q: 3 clusters Score -910357.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -910363.125000 Penalty: 4306.539062
	Iteration 38Q: 3 clusters Score -910363.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -910367.437500 Penalty: 4306.539062
	Iteration 39Q: 3 clusters Score -910367.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -910372.187500 Penalty: 4306.539062
	Iteration 40F: 3 clusters Score -910372.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -910372.250000 Penalty: 4306.539062
	Iteration 41Q: 3 clusters Score -910372.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -910376.937500 Penalty: 4306.539062
	Iteration 42Q: 3 clusters Score -910376.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -910378.312500 Penalty: 4306.539062
	Iteration 43Q: 3 clusters Score -910378.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -910380.500000 Penalty: 4306.539062
	Iteration 44Q: 3 clusters Score -910380.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -910383.625000 Penalty: 4306.539062
	Iteration 45Q: 3 clusters Score -910383.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -910382.937500 Penalty: 4306.539062
	Iteration 46Q: 3 clusters Score -910382.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -910384.250000 Penalty: 4306.539062
	Iteration 47Q: 3 clusters Score -910384.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -910384.250000 Penalty: 4306.539062
	Iteration 48F: 3 clusters Score -910384.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Entering Unmasked Estep 
Score: -1761131.875000 Penalty: 2314.101074
	Iteration 0F: 2 clusters Score -1761132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1752733.000000 Penalty: 4628.202148
	Iteration 0F: 3 clusters Score -1752733 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1755374.875000 Penalty: 4628.202148
	Iteration 1F: 3 clusters Score -1755375 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1755790.750000 Penalty: 4628.202148
	Iteration 2F: 3 clusters Score -1755791 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1756180.000000 Penalty: 4628.202148
	Iteration 3F: 3 clusters Score -1756180 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1756525.375000 Penalty: 4628.202148
	Iteration 4F: 3 clusters Score -1756525 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1756842.500000 Penalty: 4628.202148
	Iteration 5Q: 3 clusters Score -1756842 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1757144.000000 Penalty: 4628.202148
	Iteration 6Q: 3 clusters Score -1757144 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1757431.875000 Penalty: 4628.202148
	Iteration 7Q: 3 clusters Score -1757432 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1757668.500000 Penalty: 4628.202148
	Iteration 8Q: 3 clusters Score -1757668 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1757837.125000 Penalty: 4628.202148
	Iteration 9Q: 3 clusters Score -1757837 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1757943.625000 Penalty: 4628.202148
	Iteration 10Q: 3 clusters Score -1757944 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1758019.375000 Penalty: 4628.202148
	Iteration 11Q: 3 clusters Score -1758019 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1758086.500000 Penalty: 4628.202148
	Iteration 12Q: 3 clusters Score -1758086 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1758132.750000 Penalty: 4628.202148
	Iteration 13Q: 3 clusters Score -1758133 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1758177.000000 Penalty: 4628.202148
	Iteration 14Q: 3 clusters Score -1758177 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1758205.625000 Penalty: 4628.202148
	Iteration 15Q: 3 clusters Score -1758206 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1758230.000000 Penalty: 4628.202148
	Iteration 16Q: 3 clusters Score -1758230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1758254.250000 Penalty: 4628.202148
	Iteration 17Q: 3 clusters Score -1758254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1758261.625000 Penalty: 4628.202148
	Iteration 18Q: 3 clusters Score -1758262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1758273.875000 Penalty: 4628.202148
	Iteration 19Q: 3 clusters Score -1758274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1758282.375000 Penalty: 4628.202148
	Iteration 20F: 3 clusters Score -1758282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1758294.000000 Penalty: 4628.202148
	Iteration 21Q: 3 clusters Score -1758294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1758302.875000 Penalty: 4628.202148
	Iteration 22Q: 3 clusters Score -1758303 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1758310.625000 Penalty: 4628.202148
	Iteration 23Q: 3 clusters Score -1758311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1758319.125000 Penalty: 4628.202148
	Iteration 24Q: 3 clusters Score -1758319 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1758324.125000 Penalty: 4628.202148
	Iteration 25Q: 3 clusters Score -1758324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1758329.000000 Penalty: 4628.202148
	Iteration 26Q: 3 clusters Score -1758329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1758332.125000 Penalty: 4628.202148
	Iteration 27Q: 3 clusters Score -1758332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1758346.625000 Penalty: 4628.202148
	Iteration 28Q: 3 clusters Score -1758347 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1758360.750000 Penalty: 4628.202148
	Iteration 29Q: 3 clusters Score -1758361 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1758366.750000 Penalty: 4628.202148
	Iteration 30Q: 3 clusters Score -1758367 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1758380.875000 Penalty: 4628.202148
	Iteration 31Q: 3 clusters Score -1758381 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1758402.500000 Penalty: 4628.202148
	Iteration 32Q: 3 clusters Score -1758402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1758419.125000 Penalty: 4628.202148
	Iteration 33Q: 3 clusters Score -1758419 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1758436.625000 Penalty: 4628.202148
	Iteration 34Q: 3 clusters Score -1758437 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1758456.375000 Penalty: 4628.202148
	Iteration 35Q: 3 clusters Score -1758456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1758487.250000 Penalty: 4628.202148
	Iteration 36Q: 3 clusters Score -1758487 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1758512.875000 Penalty: 4628.202148
	Iteration 37Q: 3 clusters Score -1758513 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1758530.250000 Penalty: 4628.202148
	Iteration 38Q: 3 clusters Score -1758530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1758550.000000 Penalty: 4628.202148
	Iteration 39Q: 3 clusters Score -1758550 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1758570.000000 Penalty: 4628.202148
	Iteration 40F: 3 clusters Score -1758570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1758581.750000 Penalty: 4628.202148
	Iteration 41Q: 3 clusters Score -1758582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1758601.750000 Penalty: 4628.202148
	Iteration 42Q: 3 clusters Score -1758602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1758618.750000 Penalty: 4628.202148
	Iteration 43Q: 3 clusters Score -1758619 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1758630.125000 Penalty: 4628.202148
	Iteration 44Q: 3 clusters Score -1758630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1758644.875000 Penalty: 4628.202148
	Iteration 45Q: 3 clusters Score -1758645 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1758659.500000 Penalty: 4628.202148
	Iteration 46Q: 3 clusters Score -1758660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1758671.125000 Penalty: 4628.202148
	Iteration 47Q: 3 clusters Score -1758671 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1758676.875000 Penalty: 4628.202148
	Iteration 48Q: 3 clusters Score -1758677 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1758683.625000 Penalty: 4628.202148
	Iteration 49Q: 3 clusters Score -1758684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1758693.250000 Penalty: 4628.202148
	Iteration 50Q: 3 clusters Score -1758693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1758695.875000 Penalty: 4628.202148
	Iteration 51Q: 3 clusters Score -1758696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1758702.875000 Penalty: 4628.202148
	Iteration 52Q: 3 clusters Score -1758703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1758710.375000 Penalty: 4628.202148
	Iteration 53Q: 3 clusters Score -1758710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1758716.375000 Penalty: 4628.202148
	Iteration 54Q: 3 clusters Score -1758716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1758719.125000 Penalty: 4628.202148
	Iteration 55Q: 3 clusters Score -1758719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1758722.125000 Penalty: 4628.202148
	Iteration 56Q: 3 clusters Score -1758722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1758723.250000 Penalty: 4628.202148
	Iteration 57Q: 3 clusters Score -1758723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1758727.125000 Penalty: 4628.202148
	Iteration 58Q: 3 clusters Score -1758727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1758725.125000 Penalty: 4628.202148
	Iteration 59Q: 3 clusters Score -1758725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1758725.500000 Penalty: 4628.202148
	Iteration 60F: 3 clusters Score -1758726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1758729.250000 Penalty: 4628.202148
	Iteration 61Q: 3 clusters Score -1758729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1758733.625000 Penalty: 4628.202148
	Iteration 62Q: 3 clusters Score -1758734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1758735.125000 Penalty: 4628.202148
	Iteration 63Q: 3 clusters Score -1758735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1758737.125000 Penalty: 4628.202148
	Iteration 64Q: 3 clusters Score -1758737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1758740.375000 Penalty: 4628.202148
	Iteration 65Q: 3 clusters Score -1758740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1758739.500000 Penalty: 4628.202148
	Iteration 66Q: 3 clusters Score -1758740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1758740.750000 Penalty: 4628.202148
	Iteration 67Q: 3 clusters Score -1758741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1758736.750000 Penalty: 4628.202148
	Iteration 68Q: 3 clusters Score -1758737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1758735.375000 Penalty: 4628.202148
	Iteration 69Q: 3 clusters Score -1758735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1758739.500000 Penalty: 4628.202148
	Iteration 70Q: 3 clusters Score -1758740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1758739.875000 Penalty: 4628.202148
	Iteration 71Q: 3 clusters Score -1758740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1758741.000000 Penalty: 4628.202148
	Iteration 72Q: 3 clusters Score -1758741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1758743.500000 Penalty: 4628.202148
	Iteration 73Q: 3 clusters Score -1758744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1758742.375000 Penalty: 4628.202148
	Iteration 74Q: 3 clusters Score -1758742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1758741.500000 Penalty: 4628.202148
	Iteration 75Q: 3 clusters Score -1758742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1758743.875000 Penalty: 4628.202148
	Iteration 76Q: 3 clusters Score -1758744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1758746.000000 Penalty: 4628.202148
	Iteration 77Q: 3 clusters Score -1758746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1758746.500000 Penalty: 4628.202148
	Iteration 78Q: 3 clusters Score -1758746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1758755.750000 Penalty: 4628.202148
	Iteration 79Q: 3 clusters Score -1758756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1758755.750000 Penalty: 4628.202148
	Iteration 80F: 3 clusters Score -1758756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1758764.875000 Penalty: 4628.202148
	Iteration 81Q: 3 clusters Score -1758765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1758764.125000 Penalty: 4628.202148
	Iteration 82Q: 3 clusters Score -1758764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1758766.125000 Penalty: 4628.202148
	Iteration 83Q: 3 clusters Score -1758766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1758768.375000 Penalty: 4628.202148
	Iteration 84Q: 3 clusters Score -1758768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1758769.250000 Penalty: 4628.202148
	Iteration 85Q: 3 clusters Score -1758769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1758771.500000 Penalty: 4628.202148
	Iteration 86Q: 3 clusters Score -1758772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1758777.125000 Penalty: 4628.202148
	Iteration 87Q: 3 clusters Score -1758777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1758780.500000 Penalty: 4628.202148
	Iteration 88Q: 3 clusters Score -1758780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1758784.500000 Penalty: 4628.202148
	Iteration 89Q: 3 clusters Score -1758784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1758777.875000 Penalty: 4628.202148
	Iteration 90Q: 3 clusters Score -1758778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1758780.125000 Penalty: 4628.202148
	Iteration 91Q: 3 clusters Score -1758780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1758784.250000 Penalty: 4628.202148
	Iteration 92Q: 3 clusters Score -1758784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1758791.625000 Penalty: 4628.202148
	Iteration 93Q: 3 clusters Score -1758792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1758796.000000 Penalty: 4628.202148
	Iteration 94Q: 3 clusters Score -1758796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1758801.625000 Penalty: 4628.202148
	Iteration 95Q: 3 clusters Score -1758802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1758810.375000 Penalty: 4628.202148
	Iteration 96Q: 3 clusters Score -1758810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1758826.500000 Penalty: 4628.202148
	Iteration 97Q: 3 clusters Score -1758826 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1758841.875000 Penalty: 4628.202148
	Iteration 98Q: 3 clusters Score -1758842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1758858.750000 Penalty: 4628.202148
	Iteration 99Q: 3 clusters Score -1758859 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1758866.625000 Penalty: 4628.202148
	Iteration 100F: 3 clusters Score -1758867 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1758881.500000 Penalty: 4628.202148
	Iteration 101Q: 3 clusters Score -1758882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1758894.750000 Penalty: 4628.202148
	Iteration 102Q: 3 clusters Score -1758895 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1758907.625000 Penalty: 4628.202148
	Iteration 103Q: 3 clusters Score -1758908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1758919.625000 Penalty: 4628.202148
	Iteration 104Q: 3 clusters Score -1758920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1758928.750000 Penalty: 4628.202148
	Iteration 105Q: 3 clusters Score -1758929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1758942.625000 Penalty: 4628.202148
	Iteration 106Q: 3 clusters Score -1758943 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1758954.375000 Penalty: 4628.202148
	Iteration 107Q: 3 clusters Score -1758954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1758959.250000 Penalty: 4628.202148
	Iteration 108Q: 3 clusters Score -1758959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1758966.625000 Penalty: 4628.202148
	Iteration 109Q: 3 clusters Score -1758967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1758972.125000 Penalty: 4628.202148
	Iteration 110Q: 3 clusters Score -1758972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1758975.875000 Penalty: 4628.202148
	Iteration 111Q: 3 clusters Score -1758976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1758983.000000 Penalty: 4628.202148
	Iteration 112Q: 3 clusters Score -1758983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1758984.125000 Penalty: 4628.202148
	Iteration 113Q: 3 clusters Score -1758984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1758990.125000 Penalty: 4628.202148
	Iteration 114Q: 3 clusters Score -1758990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1758996.250000 Penalty: 4628.202148
	Iteration 115Q: 3 clusters Score -1758996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1759001.500000 Penalty: 4628.202148
	Iteration 116Q: 3 clusters Score -1759002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1759002.625000 Penalty: 4628.202148
	Iteration 117Q: 3 clusters Score -1759003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1759008.625000 Penalty: 4628.202148
	Iteration 118Q: 3 clusters Score -1759009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1759012.875000 Penalty: 4628.202148
	Iteration 119Q: 3 clusters Score -1759013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1759018.250000 Penalty: 4628.202148
	Iteration 120F: 3 clusters Score -1759018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1759025.250000 Penalty: 4628.202148
	Iteration 121Q: 3 clusters Score -1759025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1759033.125000 Penalty: 4628.202148
	Iteration 122Q: 3 clusters Score -1759033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1759043.625000 Penalty: 4628.202148
	Iteration 123Q: 3 clusters Score -1759044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1759048.625000 Penalty: 4628.202148
	Iteration 124Q: 3 clusters Score -1759049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1759061.875000 Penalty: 4628.202148
	Iteration 125Q: 3 clusters Score -1759062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1759070.250000 Penalty: 4628.202148
	Iteration 126Q: 3 clusters Score -1759070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1759085.625000 Penalty: 4628.202148
	Iteration 127Q: 3 clusters Score -1759086 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1759100.875000 Penalty: 4628.202148
	Iteration 128Q: 3 clusters Score -1759101 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1759114.375000 Penalty: 4628.202148
	Iteration 129Q: 3 clusters Score -1759114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1759118.750000 Penalty: 4628.202148
	Iteration 130Q: 3 clusters Score -1759119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1759125.000000 Penalty: 4628.202148
	Iteration 131Q: 3 clusters Score -1759125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1759124.625000 Penalty: 4628.202148
	Iteration 132Q: 3 clusters Score -1759125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1759131.000000 Penalty: 4628.202148
	Iteration 133Q: 3 clusters Score -1759131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1759135.875000 Penalty: 4628.202148
	Iteration 134Q: 3 clusters Score -1759136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1759136.500000 Penalty: 4628.202148
	Iteration 135Q: 3 clusters Score -1759136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1759137.500000 Penalty: 4628.202148
	Iteration 136Q: 3 clusters Score -1759138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1759141.375000 Penalty: 4628.202148
	Iteration 137Q: 3 clusters Score -1759141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1759144.375000 Penalty: 4628.202148
	Iteration 138Q: 3 clusters Score -1759144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1759149.625000 Penalty: 4628.202148
	Iteration 139Q: 3 clusters Score -1759150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1759153.125000 Penalty: 4628.202148
	Iteration 140F: 3 clusters Score -1759153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1759160.750000 Penalty: 4628.202148
	Iteration 141Q: 3 clusters Score -1759161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1759160.000000 Penalty: 4628.202148
	Iteration 142Q: 3 clusters Score -1759160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1759163.000000 Penalty: 4628.202148
	Iteration 143Q: 3 clusters Score -1759163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1759163.000000 Penalty: 4628.202148
	Iteration 144Q: 3 clusters Score -1759163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1759167.750000 Penalty: 4628.202148
	Iteration 145Q: 3 clusters Score -1759168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1759170.750000 Penalty: 4628.202148
	Iteration 146Q: 3 clusters Score -1759171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1759168.000000 Penalty: 4628.202148
	Iteration 147Q: 3 clusters Score -1759168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1759171.750000 Penalty: 4628.202148
	Iteration 148Q: 3 clusters Score -1759172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1759172.625000 Penalty: 4628.202148
	Iteration 149Q: 3 clusters Score -1759173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1759170.500000 Penalty: 4628.202148
	Iteration 150Q: 3 clusters Score -1759170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1759171.625000 Penalty: 4628.202148
	Iteration 151Q: 3 clusters Score -1759172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1759176.000000 Penalty: 4628.202148
	Iteration 152Q: 3 clusters Score -1759176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1759178.375000 Penalty: 4628.202148
	Iteration 153Q: 3 clusters Score -1759178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1759176.125000 Penalty: 4628.202148
	Iteration 154Q: 3 clusters Score -1759176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1759178.625000 Penalty: 4628.202148
	Iteration 155Q: 3 clusters Score -1759179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1759177.750000 Penalty: 4628.202148
	Iteration 156Q: 3 clusters Score -1759178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1759182.125000 Penalty: 4628.202148
	Iteration 157Q: 3 clusters Score -1759182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1759180.875000 Penalty: 4628.202148
	Iteration 158Q: 3 clusters Score -1759181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1759186.000000 Penalty: 4628.202148
	Iteration 159Q: 3 clusters Score -1759186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1759185.125000 Penalty: 4628.202148
	Iteration 160F: 3 clusters Score -1759185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1759186.625000 Penalty: 4628.202148
	Iteration 161Q: 3 clusters Score -1759187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1759186.375000 Penalty: 4628.202148
	Iteration 162Q: 3 clusters Score -1759186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1759187.500000 Penalty: 4628.202148
	Iteration 163Q: 3 clusters Score -1759188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1759186.625000 Penalty: 4628.202148
	Iteration 164Q: 3 clusters Score -1759187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1759187.125000 Penalty: 4628.202148
	Iteration 165Q: 3 clusters Score -1759187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1759186.875000 Penalty: 4628.202148
	Iteration 166Q: 3 clusters Score -1759187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1759186.875000 Penalty: 4628.202148
	Iteration 167F: 3 clusters Score -1759187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (82692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82692 members 
Entering Unmasked Estep 
Score: -13040336.000000 Penalty: 2808.073730
	Iteration 0F: 2 clusters Score -1.304034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -12984984.000000 Penalty: 5616.147461
	Iteration 0F: 3 clusters Score -1.298498e+07 nChanged 38966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -13006739.000000 Penalty: 5616.147461
	Iteration 1F: 3 clusters Score -1.300674e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -13007528.000000 Penalty: 5616.147461
	Iteration 2Q: 3 clusters Score -1.300753e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -13008327.000000 Penalty: 5616.147461
	Iteration 3Q: 3 clusters Score -1.300833e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -13009504.000000 Penalty: 5616.147461
	Iteration 4Q: 3 clusters Score -1.30095e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -13011020.000000 Penalty: 5616.147461
	Iteration 5Q: 3 clusters Score -1.301102e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -13012819.000000 Penalty: 5616.147461
	Iteration 6F: 3 clusters Score -1.301282e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -13015172.000000 Penalty: 5616.147461
	Iteration 7F: 3 clusters Score -1.301517e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -13018208.000000 Penalty: 5616.147461
	Iteration 8F: 3 clusters Score -1.301821e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -13021849.000000 Penalty: 5616.147461
	Iteration 9F: 3 clusters Score -1.302185e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -13025794.000000 Penalty: 5616.147461
	Iteration 10F: 3 clusters Score -1.302579e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 72960 members 
Entering Unmasked Estep 
Score: -13029785.000000 Penalty: 5616.147461
	Iteration 11F: 3 clusters Score -1.302978e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 76756 members 
Entering Unmasked Estep 
Score: -13033006.000000 Penalty: 5616.147461
	Iteration 12Q: 3 clusters Score -1.303301e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -13035375.000000 Penalty: 5616.147461
	Iteration 13Q: 3 clusters Score -1.303538e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 80986 members 
Entering Unmasked Estep 
Score: -13036640.000000 Penalty: 5616.147461
	Iteration 14Q: 3 clusters Score -1.303664e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -13037251.000000 Penalty: 5616.147461
	Iteration 15Q: 3 clusters Score -1.303725e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -13037491.000000 Penalty: 5616.147461
	Iteration 16Q: 3 clusters Score -1.303749e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 82199 members 
Entering Unmasked Estep 
Score: -13037668.000000 Penalty: 5616.147461
	Iteration 17Q: 3 clusters Score -1.303767e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 82276 members 
Entering Unmasked Estep 
Score: -13037771.000000 Penalty: 5616.147461
	Iteration 18Q: 3 clusters Score -1.303777e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 82320 members 
Entering Unmasked Estep 
Score: -13037810.000000 Penalty: 5616.147461
	Iteration 19Q: 3 clusters Score -1.303781e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 82338 members 
Entering Unmasked Estep 
Score: -13037827.000000 Penalty: 5616.147461
	Iteration 20F: 3 clusters Score -1.303783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 82352 members 
Entering Unmasked Estep 
Score: -13037845.000000 Penalty: 5616.147461
	Iteration 21Q: 3 clusters Score -1.303784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 82357 members 
Entering Unmasked Estep 
Score: -13037851.000000 Penalty: 5616.147461
	Iteration 22Q: 3 clusters Score -1.303785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 82364 members 
Entering Unmasked Estep 
Score: -13037869.000000 Penalty: 5616.147461
	Iteration 23Q: 3 clusters Score -1.303787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -13037870.000000 Penalty: 5616.147461
	Iteration 24Q: 3 clusters Score -1.303787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -13037870.000000 Penalty: 5616.147461
	Iteration 25Q: 3 clusters Score -1.303787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 82374 members 
Entering Unmasked Estep 
Score: -13037874.000000 Penalty: 5616.147461
	Iteration 26Q: 3 clusters Score -1.303787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -13037877.000000 Penalty: 5616.147461
	Iteration 27Q: 3 clusters Score -1.303788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 82379 members 
Entering Unmasked Estep 
Score: -13037880.000000 Penalty: 5616.147461
	Iteration 28Q: 3 clusters Score -1.303788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -13037884.000000 Penalty: 5616.147461
	Iteration 29Q: 3 clusters Score -1.303788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -13037884.000000 Penalty: 5616.147461
	Iteration 30F: 3 clusters Score -1.303788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -748494.937500 Penalty: 2108.616455
	Iteration 0F: 2 clusters Score -748494.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -744110.062500 Penalty: 4217.232910
	Iteration 0F: 3 clusters Score -744110.1 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -745338.062500 Penalty: 4217.232910
	Iteration 1F: 3 clusters Score -745338.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -745638.000000 Penalty: 4217.232910
	Iteration 2F: 3 clusters Score -745638 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -745827.437500 Penalty: 4217.232910
	Iteration 3F: 3 clusters Score -745827.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -745977.437500 Penalty: 4217.232910
	Iteration 4Q: 3 clusters Score -745977.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -746101.250000 Penalty: 4217.232910
	Iteration 5Q: 3 clusters Score -746101.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -746191.562500 Penalty: 4217.232910
	Iteration 6Q: 3 clusters Score -746191.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -746271.187500 Penalty: 4217.232910
	Iteration 7Q: 3 clusters Score -746271.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -746344.000000 Penalty: 4217.232910
	Iteration 8Q: 3 clusters Score -746344 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -746423.750000 Penalty: 4217.232910
	Iteration 9Q: 3 clusters Score -746423.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -746489.750000 Penalty: 4217.232910
	Iteration 10Q: 3 clusters Score -746489.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -746550.125000 Penalty: 4217.232910
	Iteration 11Q: 3 clusters Score -746550.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -746586.687500 Penalty: 4217.232910
	Iteration 12Q: 3 clusters Score -746586.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -746618.375000 Penalty: 4217.232910
	Iteration 13Q: 3 clusters Score -746618.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -746648.125000 Penalty: 4217.232910
	Iteration 14Q: 3 clusters Score -746648.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -746680.625000 Penalty: 4217.232910
	Iteration 15Q: 3 clusters Score -746680.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -746705.250000 Penalty: 4217.232910
	Iteration 16Q: 3 clusters Score -746705.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -746722.500000 Penalty: 4217.232910
	Iteration 17Q: 3 clusters Score -746722.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -746741.562500 Penalty: 4217.232910
	Iteration 18Q: 3 clusters Score -746741.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -746756.687500 Penalty: 4217.232910
	Iteration 19Q: 3 clusters Score -746756.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -746766.875000 Penalty: 4217.232910
	Iteration 20F: 3 clusters Score -746766.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -746771.687500 Penalty: 4217.232910
	Iteration 21Q: 3 clusters Score -746771.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -746777.750000 Penalty: 4217.232910
	Iteration 22Q: 3 clusters Score -746777.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -746783.437500 Penalty: 4217.232910
	Iteration 23Q: 3 clusters Score -746783.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -746789.500000 Penalty: 4217.232910
	Iteration 24Q: 3 clusters Score -746789.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -746796.187500 Penalty: 4217.232910
	Iteration 25Q: 3 clusters Score -746796.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -746803.937500 Penalty: 4217.232910
	Iteration 26Q: 3 clusters Score -746803.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -746809.187500 Penalty: 4217.232910
	Iteration 27Q: 3 clusters Score -746809.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -746812.000000 Penalty: 4217.232910
	Iteration 28Q: 3 clusters Score -746812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -746815.500000 Penalty: 4217.232910
	Iteration 29Q: 3 clusters Score -746815.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -746819.375000 Penalty: 4217.232910
	Iteration 30Q: 3 clusters Score -746819.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -746823.187500 Penalty: 4217.232910
	Iteration 31Q: 3 clusters Score -746823.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -746823.500000 Penalty: 4217.232910
	Iteration 32Q: 3 clusters Score -746823.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -746827.062500 Penalty: 4217.232910
	Iteration 33Q: 3 clusters Score -746827.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -746829.937500 Penalty: 4217.232910
	Iteration 34Q: 3 clusters Score -746829.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -746832.687500 Penalty: 4217.232910
	Iteration 35Q: 3 clusters Score -746832.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -746836.500000 Penalty: 4217.232910
	Iteration 36Q: 3 clusters Score -746836.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -746841.812500 Penalty: 4217.232910
	Iteration 37Q: 3 clusters Score -746841.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -746846.937500 Penalty: 4217.232910
	Iteration 38Q: 3 clusters Score -746846.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -746849.250000 Penalty: 4217.232910
	Iteration 39Q: 3 clusters Score -746849.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -746852.187500 Penalty: 4217.232910
	Iteration 40F: 3 clusters Score -746852.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -746854.562500 Penalty: 4217.232910
	Iteration 41Q: 3 clusters Score -746854.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -746859.312500 Penalty: 4217.232910
	Iteration 42Q: 3 clusters Score -746859.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -746862.562500 Penalty: 4217.232910
	Iteration 43Q: 3 clusters Score -746862.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -746865.250000 Penalty: 4217.232910
	Iteration 44Q: 3 clusters Score -746865.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -746869.062500 Penalty: 4217.232910
	Iteration 45Q: 3 clusters Score -746869.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -746881.562500 Penalty: 4217.232910
	Iteration 46Q: 3 clusters Score -746881.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -746889.000000 Penalty: 4217.232910
	Iteration 47Q: 3 clusters Score -746889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -746894.312500 Penalty: 4217.232910
	Iteration 48Q: 3 clusters Score -746894.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -746901.500000 Penalty: 4217.232910
	Iteration 49Q: 3 clusters Score -746901.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -746910.562500 Penalty: 4217.232910
	Iteration 50Q: 3 clusters Score -746910.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -746914.437500 Penalty: 4217.232910
	Iteration 51Q: 3 clusters Score -746914.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -746919.437500 Penalty: 4217.232910
	Iteration 52Q: 3 clusters Score -746919.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -746926.687500 Penalty: 4217.232910
	Iteration 53Q: 3 clusters Score -746926.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -746929.062500 Penalty: 4217.232910
	Iteration 54Q: 3 clusters Score -746929.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -746932.062500 Penalty: 4217.232910
	Iteration 55Q: 3 clusters Score -746932.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -746937.562500 Penalty: 4217.232910
	Iteration 56Q: 3 clusters Score -746937.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -746943.437500 Penalty: 4217.232910
	Iteration 57Q: 3 clusters Score -746943.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -746949.187500 Penalty: 4217.232910
	Iteration 58Q: 3 clusters Score -746949.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -746951.625000 Penalty: 4217.232910
	Iteration 59Q: 3 clusters Score -746951.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -746959.687500 Penalty: 4217.232910
	Iteration 60F: 3 clusters Score -746959.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -746963.875000 Penalty: 4217.232910
	Iteration 61Q: 3 clusters Score -746963.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -746970.937500 Penalty: 4217.232910
	Iteration 62Q: 3 clusters Score -746970.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -746979.312500 Penalty: 4217.232910
	Iteration 63Q: 3 clusters Score -746979.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -746987.000000 Penalty: 4217.232910
	Iteration 64Q: 3 clusters Score -746987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -746992.812500 Penalty: 4217.232910
	Iteration 65Q: 3 clusters Score -746992.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -747001.625000 Penalty: 4217.232910
	Iteration 66Q: 3 clusters Score -747001.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -747012.187500 Penalty: 4217.232910
	Iteration 67Q: 3 clusters Score -747012.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -747020.500000 Penalty: 4217.232910
	Iteration 68Q: 3 clusters Score -747020.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -747029.625000 Penalty: 4217.232910
	Iteration 69Q: 3 clusters Score -747029.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -747036.437500 Penalty: 4217.232910
	Iteration 70Q: 3 clusters Score -747036.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -747041.750000 Penalty: 4217.232910
	Iteration 71Q: 3 clusters Score -747041.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -747048.125000 Penalty: 4217.232910
	Iteration 72Q: 3 clusters Score -747048.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -747057.062500 Penalty: 4217.232910
	Iteration 73Q: 3 clusters Score -747057.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -747067.437500 Penalty: 4217.232910
	Iteration 74Q: 3 clusters Score -747067.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -747073.437500 Penalty: 4217.232910
	Iteration 75Q: 3 clusters Score -747073.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -747081.937500 Penalty: 4217.232910
	Iteration 76Q: 3 clusters Score -747081.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -747087.500000 Penalty: 4217.232910
	Iteration 77Q: 3 clusters Score -747087.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -747088.812500 Penalty: 4217.232910
	Iteration 78Q: 3 clusters Score -747088.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -747093.937500 Penalty: 4217.232910
	Iteration 79Q: 3 clusters Score -747093.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -747101.000000 Penalty: 4217.232910
	Iteration 80F: 3 clusters Score -747101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -747108.187500 Penalty: 4217.232910
	Iteration 81Q: 3 clusters Score -747108.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -747113.000000 Penalty: 4217.232910
	Iteration 82Q: 3 clusters Score -747113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -747123.062500 Penalty: 4217.232910
	Iteration 83Q: 3 clusters Score -747123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -747126.875000 Penalty: 4217.232910
	Iteration 84Q: 3 clusters Score -747126.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -747131.187500 Penalty: 4217.232910
	Iteration 85Q: 3 clusters Score -747131.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -747133.187500 Penalty: 4217.232910
	Iteration 86Q: 3 clusters Score -747133.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -747135.000000 Penalty: 4217.232910
	Iteration 87Q: 3 clusters Score -747135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -747137.375000 Penalty: 4217.232910
	Iteration 88Q: 3 clusters Score -747137.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -747143.375000 Penalty: 4217.232910
	Iteration 89Q: 3 clusters Score -747143.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -747142.687500 Penalty: 4217.232910
	Iteration 90Q: 3 clusters Score -747142.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -747143.437500 Penalty: 4217.232910
	Iteration 91Q: 3 clusters Score -747143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -747142.937500 Penalty: 4217.232910
	Iteration 92Q: 3 clusters Score -747142.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -747142.937500 Penalty: 4217.232910
	Iteration 93F: 3 clusters Score -747142.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Entering Unmasked Estep 
Score: -1140819.000000 Penalty: 2201.832764
	Iteration 0F: 2 clusters Score -1140819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1134932.375000 Penalty: 4403.665527
	Iteration 0F: 3 clusters Score -1134932 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1136607.500000 Penalty: 4403.665527
	Iteration 1F: 3 clusters Score -1136608 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1137014.375000 Penalty: 4403.665527
	Iteration 2F: 3 clusters Score -1137014 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1137351.750000 Penalty: 4403.665527
	Iteration 3F: 3 clusters Score -1137352 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1137655.125000 Penalty: 4403.665527
	Iteration 4F: 3 clusters Score -1137655 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1137952.375000 Penalty: 4403.665527
	Iteration 5F: 3 clusters Score -1137952 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1138259.500000 Penalty: 4403.665527
	Iteration 6F: 3 clusters Score -1138260 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1138557.500000 Penalty: 4403.665527
	Iteration 7F: 3 clusters Score -1138558 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1138895.250000 Penalty: 4403.665527
	Iteration 8F: 3 clusters Score -1138895 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1139269.000000 Penalty: 4403.665527
	Iteration 9F: 3 clusters Score -1139269 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1139575.000000 Penalty: 4403.665527
	Iteration 10Q: 3 clusters Score -1139575 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1139850.000000 Penalty: 4403.665527
	Iteration 11Q: 3 clusters Score -1139850 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1140075.250000 Penalty: 4403.665527
	Iteration 12Q: 3 clusters Score -1140075 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1140224.000000 Penalty: 4403.665527
	Iteration 13Q: 3 clusters Score -1140224 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1140334.875000 Penalty: 4403.665527
	Iteration 14Q: 3 clusters Score -1140335 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1140398.000000 Penalty: 4403.665527
	Iteration 15Q: 3 clusters Score -1140398 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1140443.250000 Penalty: 4403.665527
	Iteration 16Q: 3 clusters Score -1140443 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1140474.250000 Penalty: 4403.665527
	Iteration 17Q: 3 clusters Score -1140474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1140503.625000 Penalty: 4403.665527
	Iteration 18Q: 3 clusters Score -1140504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1140523.500000 Penalty: 4403.665527
	Iteration 19Q: 3 clusters Score -1140524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1140528.625000 Penalty: 4403.665527
	Iteration 20F: 3 clusters Score -1140529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1140530.625000 Penalty: 4403.665527
	Iteration 21Q: 3 clusters Score -1140531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1140531.000000 Penalty: 4403.665527
	Iteration 22Q: 3 clusters Score -1140531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1140533.250000 Penalty: 4403.665527
	Iteration 23Q: 3 clusters Score -1140533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1140535.125000 Penalty: 4403.665527
	Iteration 24Q: 3 clusters Score -1140535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1140535.875000 Penalty: 4403.665527
	Iteration 25Q: 3 clusters Score -1140536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1140535.875000 Penalty: 4403.665527
	Iteration 26Q: 3 clusters Score -1140536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1140536.000000 Penalty: 4403.665527
	Iteration 27Q: 3 clusters Score -1140536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1140536.000000 Penalty: 4403.665527
	Iteration 28F: 3 clusters Score -1140536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Entering Unmasked Estep 
Score: -4815575.000000 Penalty: 2575.522949
	Iteration 0F: 2 clusters Score -4815575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -4793353.000000 Penalty: 5151.045898
	Iteration 0F: 3 clusters Score -4793353 nChanged 14658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -4801480.500000 Penalty: 5151.045898
	Iteration 1F: 3 clusters Score -4801480 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -4802099.000000 Penalty: 5151.045898
	Iteration 2Q: 3 clusters Score -4802099 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -4802771.500000 Penalty: 5151.045898
	Iteration 3Q: 3 clusters Score -4802772 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4803653.500000 Penalty: 5151.045898
	Iteration 4F: 3 clusters Score -4803654 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -4804766.500000 Penalty: 5151.045898
	Iteration 5F: 3 clusters Score -4804766 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -4806032.500000 Penalty: 5151.045898
	Iteration 6F: 3 clusters Score -4806032 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -4807279.500000 Penalty: 5151.045898
	Iteration 7F: 3 clusters Score -4807280 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -4808385.500000 Penalty: 5151.045898
	Iteration 8F: 3 clusters Score -4808386 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -4809293.500000 Penalty: 5151.045898
	Iteration 9Q: 3 clusters Score -4809294 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -4809975.000000 Penalty: 5151.045898
	Iteration 10Q: 3 clusters Score -4809975 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -4810503.000000 Penalty: 5151.045898
	Iteration 11Q: 3 clusters Score -4810503 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -4810803.000000 Penalty: 5151.045898
	Iteration 12Q: 3 clusters Score -4810803 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -4810987.500000 Penalty: 5151.045898
	Iteration 13Q: 3 clusters Score -4810988 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -4811181.500000 Penalty: 5151.045898
	Iteration 14Q: 3 clusters Score -4811182 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -4811282.000000 Penalty: 5151.045898
	Iteration 15Q: 3 clusters Score -4811282 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -4811364.000000 Penalty: 5151.045898
	Iteration 16Q: 3 clusters Score -4811364 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -4811480.500000 Penalty: 5151.045898
	Iteration 17Q: 3 clusters Score -4811480 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -4811543.000000 Penalty: 5151.045898
	Iteration 18Q: 3 clusters Score -4811543 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -4811607.000000 Penalty: 5151.045898
	Iteration 19Q: 3 clusters Score -4811607 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -4811675.500000 Penalty: 5151.045898
	Iteration 20F: 3 clusters Score -4811676 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -4811748.500000 Penalty: 5151.045898
	Iteration 21Q: 3 clusters Score -4811748 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -4811853.500000 Penalty: 5151.045898
	Iteration 22Q: 3 clusters Score -4811854 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -4811929.500000 Penalty: 5151.045898
	Iteration 23Q: 3 clusters Score -4811930 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -4812036.500000 Penalty: 5151.045898
	Iteration 24Q: 3 clusters Score -4812036 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -4812135.000000 Penalty: 5151.045898
	Iteration 25Q: 3 clusters Score -4812135 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -4812221.000000 Penalty: 5151.045898
	Iteration 26Q: 3 clusters Score -4812221 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -4812313.000000 Penalty: 5151.045898
	Iteration 27Q: 3 clusters Score -4812313 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -4812382.000000 Penalty: 5151.045898
	Iteration 28Q: 3 clusters Score -4812382 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -4812485.000000 Penalty: 5151.045898
	Iteration 29Q: 3 clusters Score -4812485 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -4812565.000000 Penalty: 5151.045898
	Iteration 30Q: 3 clusters Score -4812565 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -4812667.000000 Penalty: 5151.045898
	Iteration 31Q: 3 clusters Score -4812667 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -4812798.000000 Penalty: 5151.045898
	Iteration 32Q: 3 clusters Score -4812798 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -4812900.500000 Penalty: 5151.045898
	Iteration 33Q: 3 clusters Score -4812900 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -4812968.500000 Penalty: 5151.045898
	Iteration 34Q: 3 clusters Score -4812968 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -4813085.500000 Penalty: 5151.045898
	Iteration 35Q: 3 clusters Score -4813086 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -4813145.000000 Penalty: 5151.045898
	Iteration 36Q: 3 clusters Score -4813145 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -4813262.500000 Penalty: 5151.045898
	Iteration 37Q: 3 clusters Score -4813262 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -4813352.500000 Penalty: 5151.045898
	Iteration 38Q: 3 clusters Score -4813352 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -4813444.500000 Penalty: 5151.045898
	Iteration 39Q: 3 clusters Score -4813444 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -4813586.000000 Penalty: 5151.045898
	Iteration 40F: 3 clusters Score -4813586 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -4813715.500000 Penalty: 5151.045898
	Iteration 41Q: 3 clusters Score -4813716 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -4813837.000000 Penalty: 5151.045898
	Iteration 42Q: 3 clusters Score -4813837 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -4813942.500000 Penalty: 5151.045898
	Iteration 43Q: 3 clusters Score -4813942 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -4814017.000000 Penalty: 5151.045898
	Iteration 44Q: 3 clusters Score -4814017 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4814069.500000 Penalty: 5151.045898
	Iteration 45Q: 3 clusters Score -4814070 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -4814144.000000 Penalty: 5151.045898
	Iteration 46Q: 3 clusters Score -4814144 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4814188.000000 Penalty: 5151.045898
	Iteration 47Q: 3 clusters Score -4814188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4814221.500000 Penalty: 5151.045898
	Iteration 48Q: 3 clusters Score -4814222 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4814253.000000 Penalty: 5151.045898
	Iteration 49Q: 3 clusters Score -4814253 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4814286.500000 Penalty: 5151.045898
	Iteration 50Q: 3 clusters Score -4814286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -4814306.500000 Penalty: 5151.045898
	Iteration 51Q: 3 clusters Score -4814306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4814324.500000 Penalty: 5151.045898
	Iteration 52Q: 3 clusters Score -4814324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4814342.000000 Penalty: 5151.045898
	Iteration 53Q: 3 clusters Score -4814342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4814348.500000 Penalty: 5151.045898
	Iteration 54Q: 3 clusters Score -4814348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4814348.500000 Penalty: 5151.045898
	Iteration 55Q: 3 clusters Score -4814348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4814358.000000 Penalty: 5151.045898
	Iteration 56Q: 3 clusters Score -4814358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4814371.000000 Penalty: 5151.045898
	Iteration 57Q: 3 clusters Score -4814371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4814369.000000 Penalty: 5151.045898
	Iteration 58Q: 3 clusters Score -4814369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4814369.500000 Penalty: 5151.045898
	Iteration 59Q: 3 clusters Score -4814370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4814371.000000 Penalty: 5151.045898
	Iteration 60F: 3 clusters Score -4814371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4814380.000000 Penalty: 5151.045898
	Iteration 61Q: 3 clusters Score -4814380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4814384.000000 Penalty: 5151.045898
	Iteration 62Q: 3 clusters Score -4814384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4814382.000000 Penalty: 5151.045898
	Iteration 63Q: 3 clusters Score -4814382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4814379.500000 Penalty: 5151.045898
	Iteration 64Q: 3 clusters Score -4814380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4814383.000000 Penalty: 5151.045898
	Iteration 65Q: 3 clusters Score -4814383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4814383.000000 Penalty: 5151.045898
	Iteration 66Q: 3 clusters Score -4814383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4814378.000000 Penalty: 5151.045898
	Iteration 67Q: 3 clusters Score -4814378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4814387.500000 Penalty: 5151.045898
	Iteration 68Q: 3 clusters Score -4814388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4814381.500000 Penalty: 5151.045898
	Iteration 69Q: 3 clusters Score -4814382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4814378.500000 Penalty: 5151.045898
	Iteration 70Q: 3 clusters Score -4814378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4814378.000000 Penalty: 5151.045898
	Iteration 71Q: 3 clusters Score -4814378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4814390.000000 Penalty: 5151.045898
	Iteration 72Q: 3 clusters Score -4814390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4814391.500000 Penalty: 5151.045898
	Iteration 73Q: 3 clusters Score -4814392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4814388.000000 Penalty: 5151.045898
	Iteration 74Q: 3 clusters Score -4814388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4814388.500000 Penalty: 5151.045898
	Iteration 75Q: 3 clusters Score -4814388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4814392.500000 Penalty: 5151.045898
	Iteration 76Q: 3 clusters Score -4814392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4814392.500000 Penalty: 5151.045898
	Iteration 77F: 3 clusters Score -4814392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -594552.875000 Penalty: 2077.669922
	Iteration 0F: 2 clusters Score -594552.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -590500.125000 Penalty: 4155.339844
	Iteration 0F: 3 clusters Score -590500.1 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -591731.625000 Penalty: 4155.339844
	Iteration 1F: 3 clusters Score -591731.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -592187.312500 Penalty: 4155.339844
	Iteration 2F: 3 clusters Score -592187.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -592556.250000 Penalty: 4155.339844
	Iteration 3F: 3 clusters Score -592556.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -592897.562500 Penalty: 4155.339844
	Iteration 4F: 3 clusters Score -592897.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -593170.562500 Penalty: 4155.339844
	Iteration 5F: 3 clusters Score -593170.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -593369.062500 Penalty: 4155.339844
	Iteration 6Q: 3 clusters Score -593369.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -593487.187500 Penalty: 4155.339844
	Iteration 7Q: 3 clusters Score -593487.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -593567.000000 Penalty: 4155.339844
	Iteration 8Q: 3 clusters Score -593567 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -593625.000000 Penalty: 4155.339844
	Iteration 9Q: 3 clusters Score -593625 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -593649.500000 Penalty: 4155.339844
	Iteration 10Q: 3 clusters Score -593649.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -593661.500000 Penalty: 4155.339844
	Iteration 11Q: 3 clusters Score -593661.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -593673.625000 Penalty: 4155.339844
	Iteration 12Q: 3 clusters Score -593673.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -593688.125000 Penalty: 4155.339844
	Iteration 13Q: 3 clusters Score -593688.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -593701.125000 Penalty: 4155.339844
	Iteration 14Q: 3 clusters Score -593701.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -593712.312500 Penalty: 4155.339844
	Iteration 15Q: 3 clusters Score -593712.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -593721.250000 Penalty: 4155.339844
	Iteration 16Q: 3 clusters Score -593721.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -593729.312500 Penalty: 4155.339844
	Iteration 17Q: 3 clusters Score -593729.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -593739.187500 Penalty: 4155.339844
	Iteration 18Q: 3 clusters Score -593739.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -593746.625000 Penalty: 4155.339844
	Iteration 19Q: 3 clusters Score -593746.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -593754.812500 Penalty: 4155.339844
	Iteration 20F: 3 clusters Score -593754.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -593757.875000 Penalty: 4155.339844
	Iteration 21Q: 3 clusters Score -593757.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -593761.625000 Penalty: 4155.339844
	Iteration 22Q: 3 clusters Score -593761.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -593766.625000 Penalty: 4155.339844
	Iteration 23Q: 3 clusters Score -593766.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -593772.312500 Penalty: 4155.339844
	Iteration 24Q: 3 clusters Score -593772.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -593774.187500 Penalty: 4155.339844
	Iteration 25Q: 3 clusters Score -593774.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -593772.812500 Penalty: 4155.339844
	Iteration 26Q: 3 clusters Score -593772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -593775.125000 Penalty: 4155.339844
	Iteration 27Q: 3 clusters Score -593775.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -593775.437500 Penalty: 4155.339844
	Iteration 28Q: 3 clusters Score -593775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -593775.937500 Penalty: 4155.339844
	Iteration 29Q: 3 clusters Score -593775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -593776.875000 Penalty: 4155.339844
	Iteration 30Q: 3 clusters Score -593776.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -593777.812500 Penalty: 4155.339844
	Iteration 31Q: 3 clusters Score -593777.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -593779.437500 Penalty: 4155.339844
	Iteration 32Q: 3 clusters Score -593779.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -593781.375000 Penalty: 4155.339844
	Iteration 33Q: 3 clusters Score -593781.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -593786.187500 Penalty: 4155.339844
	Iteration 34Q: 3 clusters Score -593786.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -593789.000000 Penalty: 4155.339844
	Iteration 35Q: 3 clusters Score -593789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -593790.750000 Penalty: 4155.339844
	Iteration 36Q: 3 clusters Score -593790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -593792.312500 Penalty: 4155.339844
	Iteration 37Q: 3 clusters Score -593792.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -593795.937500 Penalty: 4155.339844
	Iteration 38Q: 3 clusters Score -593795.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -593798.937500 Penalty: 4155.339844
	Iteration 39Q: 3 clusters Score -593798.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -593800.562500 Penalty: 4155.339844
	Iteration 40F: 3 clusters Score -593800.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -593804.875000 Penalty: 4155.339844
	Iteration 41Q: 3 clusters Score -593804.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -593806.500000 Penalty: 4155.339844
	Iteration 42Q: 3 clusters Score -593806.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -593808.187500 Penalty: 4155.339844
	Iteration 43Q: 3 clusters Score -593808.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -593809.312500 Penalty: 4155.339844
	Iteration 44Q: 3 clusters Score -593809.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -593809.000000 Penalty: 4155.339844
	Iteration 45Q: 3 clusters Score -593809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -593810.500000 Penalty: 4155.339844
	Iteration 46Q: 3 clusters Score -593810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -593810.437500 Penalty: 4155.339844
	Iteration 47Q: 3 clusters Score -593810.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -593810.000000 Penalty: 4155.339844
	Iteration 48Q: 3 clusters Score -593810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -593811.375000 Penalty: 4155.339844
	Iteration 49Q: 3 clusters Score -593811.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -593812.500000 Penalty: 4155.339844
	Iteration 50Q: 3 clusters Score -593812.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -593813.312500 Penalty: 4155.339844
	Iteration 51Q: 3 clusters Score -593813.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -593813.625000 Penalty: 4155.339844
	Iteration 52Q: 3 clusters Score -593813.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -593813.687500 Penalty: 4155.339844
	Iteration 53Q: 3 clusters Score -593813.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -593813.687500 Penalty: 4155.339844
	Iteration 54F: 3 clusters Score -593813.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Entering Unmasked Estep 
Score: -1156893.625000 Penalty: 2207.538818
	Iteration 0F: 2 clusters Score -1156894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1150921.875000 Penalty: 4415.077637
	Iteration 0F: 3 clusters Score -1150922 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1152506.500000 Penalty: 4415.077637
	Iteration 1F: 3 clusters Score -1152506 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1152783.750000 Penalty: 4415.077637
	Iteration 2F: 3 clusters Score -1152784 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1152946.875000 Penalty: 4415.077637
	Iteration 3F: 3 clusters Score -1152947 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1153058.375000 Penalty: 4415.077637
	Iteration 4Q: 3 clusters Score -1153058 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1153147.000000 Penalty: 4415.077637
	Iteration 5Q: 3 clusters Score -1153147 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1153212.250000 Penalty: 4415.077637
	Iteration 6Q: 3 clusters Score -1153212 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1153261.125000 Penalty: 4415.077637
	Iteration 7Q: 3 clusters Score -1153261 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1153306.125000 Penalty: 4415.077637
	Iteration 8Q: 3 clusters Score -1153306 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1153339.625000 Penalty: 4415.077637
	Iteration 9Q: 3 clusters Score -1153340 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1153373.000000 Penalty: 4415.077637
	Iteration 10Q: 3 clusters Score -1153373 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1153415.250000 Penalty: 4415.077637
	Iteration 11Q: 3 clusters Score -1153415 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1153455.875000 Penalty: 4415.077637
	Iteration 12Q: 3 clusters Score -1153456 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1153497.875000 Penalty: 4415.077637
	Iteration 13Q: 3 clusters Score -1153498 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1153543.750000 Penalty: 4415.077637
	Iteration 14Q: 3 clusters Score -1153544 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1153582.500000 Penalty: 4415.077637
	Iteration 15Q: 3 clusters Score -1153582 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1153621.875000 Penalty: 4415.077637
	Iteration 16Q: 3 clusters Score -1153622 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1153657.625000 Penalty: 4415.077637
	Iteration 17Q: 3 clusters Score -1153658 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1153691.750000 Penalty: 4415.077637
	Iteration 18Q: 3 clusters Score -1153692 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1153735.875000 Penalty: 4415.077637
	Iteration 19Q: 3 clusters Score -1153736 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1153784.625000 Penalty: 4415.077637
	Iteration 20F: 3 clusters Score -1153785 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1153832.625000 Penalty: 4415.077637
	Iteration 21Q: 3 clusters Score -1153833 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1153892.875000 Penalty: 4415.077637
	Iteration 22Q: 3 clusters Score -1153893 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1153954.875000 Penalty: 4415.077637
	Iteration 23Q: 3 clusters Score -1153955 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1154011.500000 Penalty: 4415.077637
	Iteration 24Q: 3 clusters Score -1154012 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1154069.500000 Penalty: 4415.077637
	Iteration 25Q: 3 clusters Score -1154070 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1154127.000000 Penalty: 4415.077637
	Iteration 26Q: 3 clusters Score -1154127 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1154176.500000 Penalty: 4415.077637
	Iteration 27Q: 3 clusters Score -1154176 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1154217.500000 Penalty: 4415.077637
	Iteration 28Q: 3 clusters Score -1154218 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1154253.750000 Penalty: 4415.077637
	Iteration 29Q: 3 clusters Score -1154254 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1154291.125000 Penalty: 4415.077637
	Iteration 30Q: 3 clusters Score -1154291 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1154327.625000 Penalty: 4415.077637
	Iteration 31Q: 3 clusters Score -1154328 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1154369.625000 Penalty: 4415.077637
	Iteration 32Q: 3 clusters Score -1154370 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1154414.375000 Penalty: 4415.077637
	Iteration 33Q: 3 clusters Score -1154414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1154452.375000 Penalty: 4415.077637
	Iteration 34Q: 3 clusters Score -1154452 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1154506.625000 Penalty: 4415.077637
	Iteration 35Q: 3 clusters Score -1154507 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1154554.750000 Penalty: 4415.077637
	Iteration 36Q: 3 clusters Score -1154555 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1154586.250000 Penalty: 4415.077637
	Iteration 37Q: 3 clusters Score -1154586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1154615.625000 Penalty: 4415.077637
	Iteration 38Q: 3 clusters Score -1154616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1154636.250000 Penalty: 4415.077637
	Iteration 39Q: 3 clusters Score -1154636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1154664.000000 Penalty: 4415.077637
	Iteration 40F: 3 clusters Score -1154664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1154691.625000 Penalty: 4415.077637
	Iteration 41Q: 3 clusters Score -1154692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1154714.000000 Penalty: 4415.077637
	Iteration 42Q: 3 clusters Score -1154714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1154734.500000 Penalty: 4415.077637
	Iteration 43Q: 3 clusters Score -1154734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1154754.000000 Penalty: 4415.077637
	Iteration 44Q: 3 clusters Score -1154754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1154774.875000 Penalty: 4415.077637
	Iteration 45Q: 3 clusters Score -1154775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1154791.000000 Penalty: 4415.077637
	Iteration 46Q: 3 clusters Score -1154791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1154807.750000 Penalty: 4415.077637
	Iteration 47Q: 3 clusters Score -1154808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1154820.750000 Penalty: 4415.077637
	Iteration 48Q: 3 clusters Score -1154821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1154837.750000 Penalty: 4415.077637
	Iteration 49Q: 3 clusters Score -1154838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1154854.250000 Penalty: 4415.077637
	Iteration 50Q: 3 clusters Score -1154854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1154864.125000 Penalty: 4415.077637
	Iteration 51Q: 3 clusters Score -1154864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1154875.500000 Penalty: 4415.077637
	Iteration 52Q: 3 clusters Score -1154876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1154880.125000 Penalty: 4415.077637
	Iteration 53Q: 3 clusters Score -1154880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1154886.500000 Penalty: 4415.077637
	Iteration 54Q: 3 clusters Score -1154886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1154890.250000 Penalty: 4415.077637
	Iteration 55Q: 3 clusters Score -1154890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1154896.125000 Penalty: 4415.077637
	Iteration 56Q: 3 clusters Score -1154896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1154901.375000 Penalty: 4415.077637
	Iteration 57Q: 3 clusters Score -1154901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1154902.625000 Penalty: 4415.077637
	Iteration 58Q: 3 clusters Score -1154903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1154906.500000 Penalty: 4415.077637
	Iteration 59Q: 3 clusters Score -1154906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1154910.000000 Penalty: 4415.077637
	Iteration 60F: 3 clusters Score -1154910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1154912.375000 Penalty: 4415.077637
	Iteration 61Q: 3 clusters Score -1154912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1154915.750000 Penalty: 4415.077637
	Iteration 62Q: 3 clusters Score -1154916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1154918.125000 Penalty: 4415.077637
	Iteration 63Q: 3 clusters Score -1154918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1154919.500000 Penalty: 4415.077637
	Iteration 64Q: 3 clusters Score -1154920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1154922.750000 Penalty: 4415.077637
	Iteration 65Q: 3 clusters Score -1154923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1154928.250000 Penalty: 4415.077637
	Iteration 66Q: 3 clusters Score -1154928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1154935.250000 Penalty: 4415.077637
	Iteration 67Q: 3 clusters Score -1154935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1154937.875000 Penalty: 4415.077637
	Iteration 68Q: 3 clusters Score -1154938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1154942.875000 Penalty: 4415.077637
	Iteration 69Q: 3 clusters Score -1154943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1154950.000000 Penalty: 4415.077637
	Iteration 70Q: 3 clusters Score -1154950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1154955.750000 Penalty: 4415.077637
	Iteration 71Q: 3 clusters Score -1154956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1154960.625000 Penalty: 4415.077637
	Iteration 72Q: 3 clusters Score -1154961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1154962.500000 Penalty: 4415.077637
	Iteration 73Q: 3 clusters Score -1154962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1154965.625000 Penalty: 4415.077637
	Iteration 74Q: 3 clusters Score -1154966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1154964.625000 Penalty: 4415.077637
	Iteration 75Q: 3 clusters Score -1154965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1154968.625000 Penalty: 4415.077637
	Iteration 76Q: 3 clusters Score -1154969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1154967.500000 Penalty: 4415.077637
	Iteration 77Q: 3 clusters Score -1154968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1154968.250000 Penalty: 4415.077637
	Iteration 78Q: 3 clusters Score -1154968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1154969.000000 Penalty: 4415.077637
	Iteration 79Q: 3 clusters Score -1154969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1154972.125000 Penalty: 4415.077637
	Iteration 80F: 3 clusters Score -1154972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (97583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97583 members 
Entering Unmasked Estep 
Score: -15720710.000000 Penalty: 2849.137695
	Iteration 0F: 2 clusters Score -1.572071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -15659236.000000 Penalty: 5698.275391
	Iteration 0F: 3 clusters Score -1.565924e+07 nChanged 45965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -15685054.000000 Penalty: 5698.275391
	Iteration 1F: 3 clusters Score -1.568505e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -15685617.000000 Penalty: 5698.275391
	Iteration 2Q: 3 clusters Score -1.568562e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -15686246.000000 Penalty: 5698.275391
	Iteration 3Q: 3 clusters Score -1.568625e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -15686898.000000 Penalty: 5698.275391
	Iteration 4Q: 3 clusters Score -1.56869e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -15687470.000000 Penalty: 5698.275391
	Iteration 5Q: 3 clusters Score -1.568747e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -15688237.000000 Penalty: 5698.275391
	Iteration 6Q: 3 clusters Score -1.568824e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -15689247.000000 Penalty: 5698.275391
	Iteration 7Q: 3 clusters Score -1.568925e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -15690937.000000 Penalty: 5698.275391
	Iteration 8Q: 3 clusters Score -1.569094e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -15693519.000000 Penalty: 5698.275391
	Iteration 9Q: 3 clusters Score -1.569352e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 69261 members 
Entering Unmasked Estep 
Score: -15697472.000000 Penalty: 5698.275391
	Iteration 10F: 3 clusters Score -1.569747e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -15702669.000000 Penalty: 5698.275391
	Iteration 11F: 3 clusters Score -1.570267e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 82833 members 
Entering Unmasked Estep 
Score: -15707906.000000 Penalty: 5698.275391
	Iteration 12F: 3 clusters Score -1.570791e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -15712013.000000 Penalty: 5698.275391
	Iteration 13F: 3 clusters Score -1.571201e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -15714627.000000 Penalty: 5698.275391
	Iteration 14Q: 3 clusters Score -1.571463e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 94575 members 
Entering Unmasked Estep 
Score: -15716295.000000 Penalty: 5698.275391
	Iteration 15Q: 3 clusters Score -1.57163e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 95912 members 
Entering Unmasked Estep 
Score: -15717165.000000 Penalty: 5698.275391
	Iteration 16Q: 3 clusters Score -1.571716e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 96562 members 
Entering Unmasked Estep 
Score: -15717689.000000 Penalty: 5698.275391
	Iteration 17Q: 3 clusters Score -1.571769e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 96861 members 
Entering Unmasked Estep 
Score: -15717904.000000 Penalty: 5698.275391
	Iteration 18Q: 3 clusters Score -1.57179e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 97016 members 
Entering Unmasked Estep 
Score: -15718004.000000 Penalty: 5698.275391
	Iteration 19Q: 3 clusters Score -1.5718e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 97091 members 
Entering Unmasked Estep 
Score: -15718071.000000 Penalty: 5698.275391
	Iteration 20F: 3 clusters Score -1.571807e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 97129 members 
Entering Unmasked Estep 
Score: -15718131.000000 Penalty: 5698.275391
	Iteration 21Q: 3 clusters Score -1.571813e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -15718142.000000 Penalty: 5698.275391
	Iteration 22Q: 3 clusters Score -1.571814e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 97163 members 
Entering Unmasked Estep 
Score: -15718171.000000 Penalty: 5698.275391
	Iteration 23Q: 3 clusters Score -1.571817e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 97169 members 
Entering Unmasked Estep 
Score: -15718180.000000 Penalty: 5698.275391
	Iteration 24Q: 3 clusters Score -1.571818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 97177 members 
Entering Unmasked Estep 
Score: -15718198.000000 Penalty: 5698.275391
	Iteration 25Q: 3 clusters Score -1.57182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 97181 members 
Entering Unmasked Estep 
Score: -15718206.000000 Penalty: 5698.275391
	Iteration 26Q: 3 clusters Score -1.571821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -15718213.000000 Penalty: 5698.275391
	Iteration 27Q: 3 clusters Score -1.571821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 97192 members 
Entering Unmasked Estep 
Score: -15718208.000000 Penalty: 5698.275391
	Iteration 28Q: 3 clusters Score -1.571821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 97195 members 
Entering Unmasked Estep 
Score: -15718209.000000 Penalty: 5698.275391
	Iteration 29Q: 3 clusters Score -1.571821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 97199 members 
Entering Unmasked Estep 
Score: -15718212.000000 Penalty: 5698.275391
	Iteration 30Q: 3 clusters Score -1.571821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 97200 members 
Entering Unmasked Estep 
Score: -15718222.000000 Penalty: 5698.275391
	Iteration 31Q: 3 clusters Score -1.571822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -15718229.000000 Penalty: 5698.275391
	Iteration 32Q: 3 clusters Score -1.571823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -15718234.000000 Penalty: 5698.275391
	Iteration 33Q: 3 clusters Score -1.571823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 97202 members 
Entering Unmasked Estep 
Score: -15718234.000000 Penalty: 5698.275391
	Iteration 34Q: 3 clusters Score -1.571823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 97203 members 
Entering Unmasked Estep 
Score: -15718231.000000 Penalty: 5698.275391
	Iteration 35Q: 3 clusters Score -1.571823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 97203 members 
Entering Unmasked Estep 
Score: -15718231.000000 Penalty: 5698.275391
	Iteration 36F: 3 clusters Score -1.571823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Entering Unmasked Estep 
Score: -960925.812500 Penalty: 2166.330566
	Iteration 0F: 2 clusters Score -960925.8 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 3107 members 
Entering Unmasked Estep 
Score: -955682.875000 Penalty: 4332.661133
	Iteration 0F: 3 clusters Score -955682.9 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -957158.562500 Penalty: 4332.661133
	Iteration 1F: 3 clusters Score -957158.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -957746.500000 Penalty: 4332.661133
	Iteration 2F: 3 clusters Score -957746.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -958378.750000 Penalty: 4332.661133
	Iteration 3F: 3 clusters Score -958378.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -959002.000000 Penalty: 4332.661133
	Iteration 4F: 3 clusters Score -959002 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -959380.812500 Penalty: 4332.661133
	Iteration 5F: 3 clusters Score -959380.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -959606.687500 Penalty: 4332.661133
	Iteration 6Q: 3 clusters Score -959606.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -959738.625000 Penalty: 4332.661133
	Iteration 7Q: 3 clusters Score -959738.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -959791.187500 Penalty: 4332.661133
	Iteration 8Q: 3 clusters Score -959791.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -959812.562500 Penalty: 4332.661133
	Iteration 9Q: 3 clusters Score -959812.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -959827.500000 Penalty: 4332.661133
	Iteration 10Q: 3 clusters Score -959827.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -959833.187500 Penalty: 4332.661133
	Iteration 11Q: 3 clusters Score -959833.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -959832.625000 Penalty: 4332.661133
	Iteration 12Q: 3 clusters Score -959832.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -959836.750000 Penalty: 4332.661133
	Iteration 13Q: 3 clusters Score -959836.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -959837.312500 Penalty: 4332.661133
	Iteration 14Q: 3 clusters Score -959837.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -959839.062500 Penalty: 4332.661133
	Iteration 15Q: 3 clusters Score -959839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -959838.250000 Penalty: 4332.661133
	Iteration 16Q: 3 clusters Score -959838.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -959839.625000 Penalty: 4332.661133
	Iteration 17Q: 3 clusters Score -959839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -959841.437500 Penalty: 4332.661133
	Iteration 18Q: 3 clusters Score -959841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -959841.937500 Penalty: 4332.661133
	Iteration 19Q: 3 clusters Score -959841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -959841.375000 Penalty: 4332.661133
	Iteration 20F: 3 clusters Score -959841.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -959842.625000 Penalty: 4332.661133
	Iteration 21Q: 3 clusters Score -959842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -959842.875000 Penalty: 4332.661133
	Iteration 22Q: 3 clusters Score -959842.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -959843.437500 Penalty: 4332.661133
	Iteration 23Q: 3 clusters Score -959843.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -959843.437500 Penalty: 4332.661133
	Iteration 24F: 3 clusters Score -959843.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -37123.027344 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -37123.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36006.527344 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -36006.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36190.421875 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -36190.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -36265.886719 Penalty: 2776.817383
	Iteration 2F: 3 clusters Score -36265.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -36289.992188 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -36289.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -36304.023438 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -36304.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -36304.023438 Penalty: 2776.817383
	Iteration 5F: 3 clusters Score -36304.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Entering Unmasked Estep 
Score: -986502.000000 Penalty: 2168.593506
	Iteration 0F: 2 clusters Score -986502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -981201.937500 Penalty: 4337.187012
	Iteration 0F: 3 clusters Score -981201.9 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -982584.562500 Penalty: 4337.187012
	Iteration 1F: 3 clusters Score -982584.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -982824.500000 Penalty: 4337.187012
	Iteration 2F: 3 clusters Score -982824.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -982974.687500 Penalty: 4337.187012
	Iteration 3Q: 3 clusters Score -982974.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -983100.625000 Penalty: 4337.187012
	Iteration 4Q: 3 clusters Score -983100.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -983193.062500 Penalty: 4337.187012
	Iteration 5Q: 3 clusters Score -983193.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -983279.562500 Penalty: 4337.187012
	Iteration 6Q: 3 clusters Score -983279.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -983359.000000 Penalty: 4337.187012
	Iteration 7Q: 3 clusters Score -983359 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -983454.187500 Penalty: 4337.187012
	Iteration 8Q: 3 clusters Score -983454.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -983561.437500 Penalty: 4337.187012
	Iteration 9Q: 3 clusters Score -983561.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -983647.812500 Penalty: 4337.187012
	Iteration 10Q: 3 clusters Score -983647.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -983750.250000 Penalty: 4337.187012
	Iteration 11Q: 3 clusters Score -983750.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -983834.437500 Penalty: 4337.187012
	Iteration 12Q: 3 clusters Score -983834.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -983895.062500 Penalty: 4337.187012
	Iteration 13Q: 3 clusters Score -983895.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -983953.250000 Penalty: 4337.187012
	Iteration 14Q: 3 clusters Score -983953.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -983996.750000 Penalty: 4337.187012
	Iteration 15Q: 3 clusters Score -983996.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -984038.687500 Penalty: 4337.187012
	Iteration 16Q: 3 clusters Score -984038.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -984086.125000 Penalty: 4337.187012
	Iteration 17Q: 3 clusters Score -984086.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -984133.625000 Penalty: 4337.187012
	Iteration 18Q: 3 clusters Score -984133.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -984181.687500 Penalty: 4337.187012
	Iteration 19Q: 3 clusters Score -984181.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -984220.312500 Penalty: 4337.187012
	Iteration 20F: 3 clusters Score -984220.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -984265.125000 Penalty: 4337.187012
	Iteration 21Q: 3 clusters Score -984265.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -984318.812500 Penalty: 4337.187012
	Iteration 22Q: 3 clusters Score -984318.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -984412.187500 Penalty: 4337.187012
	Iteration 23Q: 3 clusters Score -984412.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -984552.625000 Penalty: 4337.187012
	Iteration 24Q: 3 clusters Score -984552.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -984809.062500 Penalty: 4337.187012
	Iteration 25Q: 3 clusters Score -984809.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -985165.625000 Penalty: 4337.187012
	Iteration 26Q: 3 clusters Score -985165.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -985511.875000 Penalty: 4337.187012
	Iteration 27Q: 3 clusters Score -985511.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -985698.187500 Penalty: 4337.187012
	Iteration 28Q: 3 clusters Score -985698.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -985799.750000 Penalty: 4337.187012
	Iteration 29Q: 3 clusters Score -985799.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -985839.625000 Penalty: 4337.187012
	Iteration 30Q: 3 clusters Score -985839.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -985861.875000 Penalty: 4337.187012
	Iteration 31Q: 3 clusters Score -985861.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -985870.812500 Penalty: 4337.187012
	Iteration 32Q: 3 clusters Score -985870.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -985870.562500 Penalty: 4337.187012
	Iteration 33Q: 3 clusters Score -985870.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -985872.312500 Penalty: 4337.187012
	Iteration 34Q: 3 clusters Score -985872.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -985876.062500 Penalty: 4337.187012
	Iteration 35Q: 3 clusters Score -985876.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -985879.062500 Penalty: 4337.187012
	Iteration 36Q: 3 clusters Score -985879.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -985878.312500 Penalty: 4337.187012
	Iteration 37Q: 3 clusters Score -985878.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -985878.750000 Penalty: 4337.187012
	Iteration 38Q: 3 clusters Score -985878.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -985878.750000 Penalty: 4337.187012
	Iteration 39F: 3 clusters Score -985878.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Entering Unmasked Estep 
Score: -1373018.750000 Penalty: 2251.076904
	Iteration 0F: 2 clusters Score -1373019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1366119.875000 Penalty: 4502.153809
	Iteration 0F: 3 clusters Score -1366120 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1368014.875000 Penalty: 4502.153809
	Iteration 1F: 3 clusters Score -1368015 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1368315.000000 Penalty: 4502.153809
	Iteration 2F: 3 clusters Score -1368315 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1368561.875000 Penalty: 4502.153809
	Iteration 3F: 3 clusters Score -1368562 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1368796.500000 Penalty: 4502.153809
	Iteration 4Q: 3 clusters Score -1368796 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1369006.000000 Penalty: 4502.153809
	Iteration 5Q: 3 clusters Score -1369006 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1369226.625000 Penalty: 4502.153809
	Iteration 6Q: 3 clusters Score -1369227 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1369445.375000 Penalty: 4502.153809
	Iteration 7Q: 3 clusters Score -1369445 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1369623.875000 Penalty: 4502.153809
	Iteration 8Q: 3 clusters Score -1369624 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1369774.875000 Penalty: 4502.153809
	Iteration 9Q: 3 clusters Score -1369775 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1369891.625000 Penalty: 4502.153809
	Iteration 10Q: 3 clusters Score -1369892 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1369972.125000 Penalty: 4502.153809
	Iteration 11Q: 3 clusters Score -1369972 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1370034.875000 Penalty: 4502.153809
	Iteration 12Q: 3 clusters Score -1370035 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1370086.625000 Penalty: 4502.153809
	Iteration 13Q: 3 clusters Score -1370087 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1370135.750000 Penalty: 4502.153809
	Iteration 14Q: 3 clusters Score -1370136 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1370192.875000 Penalty: 4502.153809
	Iteration 15Q: 3 clusters Score -1370193 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1370250.250000 Penalty: 4502.153809
	Iteration 16Q: 3 clusters Score -1370250 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1370311.250000 Penalty: 4502.153809
	Iteration 17Q: 3 clusters Score -1370311 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1370377.875000 Penalty: 4502.153809
	Iteration 18Q: 3 clusters Score -1370378 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1370446.375000 Penalty: 4502.153809
	Iteration 19Q: 3 clusters Score -1370446 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1370514.500000 Penalty: 4502.153809
	Iteration 20F: 3 clusters Score -1370514 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1370584.125000 Penalty: 4502.153809
	Iteration 21Q: 3 clusters Score -1370584 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1370644.000000 Penalty: 4502.153809
	Iteration 22Q: 3 clusters Score -1370644 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1370693.375000 Penalty: 4502.153809
	Iteration 23Q: 3 clusters Score -1370693 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1370743.625000 Penalty: 4502.153809
	Iteration 24Q: 3 clusters Score -1370744 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1370798.125000 Penalty: 4502.153809
	Iteration 25Q: 3 clusters Score -1370798 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1370844.625000 Penalty: 4502.153809
	Iteration 26Q: 3 clusters Score -1370845 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1370882.500000 Penalty: 4502.153809
	Iteration 27Q: 3 clusters Score -1370882 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1370910.250000 Penalty: 4502.153809
	Iteration 28Q: 3 clusters Score -1370910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1370934.625000 Penalty: 4502.153809
	Iteration 29Q: 3 clusters Score -1370935 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1370952.000000 Penalty: 4502.153809
	Iteration 30Q: 3 clusters Score -1370952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1370969.375000 Penalty: 4502.153809
	Iteration 31Q: 3 clusters Score -1370969 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1370987.875000 Penalty: 4502.153809
	Iteration 32Q: 3 clusters Score -1370988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1370995.875000 Penalty: 4502.153809
	Iteration 33Q: 3 clusters Score -1370996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1371003.875000 Penalty: 4502.153809
	Iteration 34Q: 3 clusters Score -1371004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1371006.125000 Penalty: 4502.153809
	Iteration 35Q: 3 clusters Score -1371006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1371013.500000 Penalty: 4502.153809
	Iteration 36Q: 3 clusters Score -1371014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1371016.750000 Penalty: 4502.153809
	Iteration 37Q: 3 clusters Score -1371017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1371022.875000 Penalty: 4502.153809
	Iteration 38Q: 3 clusters Score -1371023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1371026.375000 Penalty: 4502.153809
	Iteration 39Q: 3 clusters Score -1371026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1371029.750000 Penalty: 4502.153809
	Iteration 40F: 3 clusters Score -1371030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1371030.375000 Penalty: 4502.153809
	Iteration 41Q: 3 clusters Score -1371030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1371039.125000 Penalty: 4502.153809
	Iteration 42Q: 3 clusters Score -1371039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1371036.500000 Penalty: 4502.153809
	Iteration 43Q: 3 clusters Score -1371036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1371038.500000 Penalty: 4502.153809
	Iteration 44Q: 3 clusters Score -1371038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1371039.875000 Penalty: 4502.153809
	Iteration 45Q: 3 clusters Score -1371040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1371040.000000 Penalty: 4502.153809
	Iteration 46Q: 3 clusters Score -1371040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1371041.000000 Penalty: 4502.153809
	Iteration 47Q: 3 clusters Score -1371041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1371042.000000 Penalty: 4502.153809
	Iteration 48Q: 3 clusters Score -1371042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1371042.625000 Penalty: 4502.153809
	Iteration 49Q: 3 clusters Score -1371043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1371041.625000 Penalty: 4502.153809
	Iteration 50Q: 3 clusters Score -1371042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1371041.000000 Penalty: 4502.153809
	Iteration 51Q: 3 clusters Score -1371041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1371041.250000 Penalty: 4502.153809
	Iteration 52Q: 3 clusters Score -1371041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1371041.125000 Penalty: 4502.153809
	Iteration 53Q: 3 clusters Score -1371041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1371040.000000 Penalty: 4502.153809
	Iteration 54Q: 3 clusters Score -1371040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1371042.875000 Penalty: 4502.153809
	Iteration 55Q: 3 clusters Score -1371043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1371043.875000 Penalty: 4502.153809
	Iteration 56Q: 3 clusters Score -1371044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1371043.250000 Penalty: 4502.153809
	Iteration 57Q: 3 clusters Score -1371043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1371041.000000 Penalty: 4502.153809
	Iteration 58Q: 3 clusters Score -1371041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1371044.500000 Penalty: 4502.153809
	Iteration 59Q: 3 clusters Score -1371044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1371045.125000 Penalty: 4502.153809
	Iteration 60F: 3 clusters Score -1371045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1371044.750000 Penalty: 4502.153809
	Iteration 61Q: 3 clusters Score -1371045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1371044.500000 Penalty: 4502.153809
	Iteration 62Q: 3 clusters Score -1371044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1371046.250000 Penalty: 4502.153809
	Iteration 63Q: 3 clusters Score -1371046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1371045.500000 Penalty: 4502.153809
	Iteration 64Q: 3 clusters Score -1371046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1371045.500000 Penalty: 4502.153809
	Iteration 65F: 3 clusters Score -1371046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -76298.804688 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -76298.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -74803.125000 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -74803.12 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75063.625000 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -75063.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75159.046875 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -75159.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75279.867188 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -75279.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75409.757812 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -75409.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75536.585938 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -75536.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75586.421875 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -75586.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75619.539062 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -75619.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75664.554688 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -75664.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75707.179688 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -75707.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75730.742188 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -75730.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75742.945312 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -75742.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75750.070312 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -75750.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75752.625000 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -75752.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75763.875000 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -75763.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75763.875000 Penalty: 3104.752441
	Iteration 15F: 3 clusters Score -75763.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Entering Unmasked Estep 
Score: -1586070.250000 Penalty: 2286.115967
	Iteration 0F: 2 clusters Score -1586070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1578327.625000 Penalty: 4572.231934
	Iteration 0F: 3 clusters Score -1578328 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1580606.875000 Penalty: 4572.231934
	Iteration 1F: 3 clusters Score -1580607 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1580972.625000 Penalty: 4572.231934
	Iteration 2F: 3 clusters Score -1580973 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1581254.625000 Penalty: 4572.231934
	Iteration 3F: 3 clusters Score -1581255 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1581548.250000 Penalty: 4572.231934
	Iteration 4Q: 3 clusters Score -1581548 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1581866.125000 Penalty: 4572.231934
	Iteration 5Q: 3 clusters Score -1581866 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1582252.125000 Penalty: 4572.231934
	Iteration 6Q: 3 clusters Score -1582252 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1582718.250000 Penalty: 4572.231934
	Iteration 7Q: 3 clusters Score -1582718 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1583163.750000 Penalty: 4572.231934
	Iteration 8F: 3 clusters Score -1583164 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1583517.000000 Penalty: 4572.231934
	Iteration 9Q: 3 clusters Score -1583517 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1583777.375000 Penalty: 4572.231934
	Iteration 10Q: 3 clusters Score -1583777 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1583986.625000 Penalty: 4572.231934
	Iteration 11Q: 3 clusters Score -1583987 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1584132.375000 Penalty: 4572.231934
	Iteration 12Q: 3 clusters Score -1584132 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1584237.375000 Penalty: 4572.231934
	Iteration 13Q: 3 clusters Score -1584237 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1584303.625000 Penalty: 4572.231934
	Iteration 14Q: 3 clusters Score -1584304 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1584338.750000 Penalty: 4572.231934
	Iteration 15Q: 3 clusters Score -1584339 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1584376.500000 Penalty: 4572.231934
	Iteration 16Q: 3 clusters Score -1584376 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1584393.000000 Penalty: 4572.231934
	Iteration 17Q: 3 clusters Score -1584393 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1584407.750000 Penalty: 4572.231934
	Iteration 18Q: 3 clusters Score -1584408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1584415.125000 Penalty: 4572.231934
	Iteration 19Q: 3 clusters Score -1584415 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1584420.500000 Penalty: 4572.231934
	Iteration 20F: 3 clusters Score -1584420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1584427.375000 Penalty: 4572.231934
	Iteration 21Q: 3 clusters Score -1584427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1584433.500000 Penalty: 4572.231934
	Iteration 22Q: 3 clusters Score -1584434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1584437.375000 Penalty: 4572.231934
	Iteration 23Q: 3 clusters Score -1584437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1584439.500000 Penalty: 4572.231934
	Iteration 24Q: 3 clusters Score -1584440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1584445.000000 Penalty: 4572.231934
	Iteration 25Q: 3 clusters Score -1584445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1584449.750000 Penalty: 4572.231934
	Iteration 26Q: 3 clusters Score -1584450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1584450.375000 Penalty: 4572.231934
	Iteration 27Q: 3 clusters Score -1584450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1584451.000000 Penalty: 4572.231934
	Iteration 28Q: 3 clusters Score -1584451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1584453.000000 Penalty: 4572.231934
	Iteration 29Q: 3 clusters Score -1584453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1584453.000000 Penalty: 4572.231934
	Iteration 30Q: 3 clusters Score -1584453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1584453.000000 Penalty: 4572.231934
	Iteration 31F: 3 clusters Score -1584453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (16735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Entering Unmasked Estep 
Score: -2643773.250000 Penalty: 2411.864014
	Iteration 0F: 2 clusters Score -2643773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2631835.750000 Penalty: 4823.728027
	Iteration 0F: 3 clusters Score -2631836 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2635701.750000 Penalty: 4823.728027
	Iteration 1F: 3 clusters Score -2635702 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2636073.000000 Penalty: 4823.728027
	Iteration 2F: 3 clusters Score -2636073 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2636390.500000 Penalty: 4823.728027
	Iteration 3Q: 3 clusters Score -2636390 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2636696.750000 Penalty: 4823.728027
	Iteration 4Q: 3 clusters Score -2636697 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2636990.750000 Penalty: 4823.728027
	Iteration 5Q: 3 clusters Score -2636991 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2637340.500000 Penalty: 4823.728027
	Iteration 6Q: 3 clusters Score -2637340 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2637773.000000 Penalty: 4823.728027
	Iteration 7Q: 3 clusters Score -2637773 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2638322.500000 Penalty: 4823.728027
	Iteration 8F: 3 clusters Score -2638322 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2638950.750000 Penalty: 4823.728027
	Iteration 9F: 3 clusters Score -2638951 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2639591.500000 Penalty: 4823.728027
	Iteration 10Q: 3 clusters Score -2639592 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2640179.750000 Penalty: 4823.728027
	Iteration 11Q: 3 clusters Score -2640180 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2640696.500000 Penalty: 4823.728027
	Iteration 12Q: 3 clusters Score -2640696 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2641082.500000 Penalty: 4823.728027
	Iteration 13Q: 3 clusters Score -2641082 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2641344.750000 Penalty: 4823.728027
	Iteration 14Q: 3 clusters Score -2641345 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2641584.500000 Penalty: 4823.728027
	Iteration 15Q: 3 clusters Score -2641584 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2641788.000000 Penalty: 4823.728027
	Iteration 16Q: 3 clusters Score -2641788 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2641969.750000 Penalty: 4823.728027
	Iteration 17Q: 3 clusters Score -2641970 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2642148.000000 Penalty: 4823.728027
	Iteration 18Q: 3 clusters Score -2642148 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2642332.250000 Penalty: 4823.728027
	Iteration 19Q: 3 clusters Score -2642332 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2642595.000000 Penalty: 4823.728027
	Iteration 20F: 3 clusters Score -2642595 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2643001.750000 Penalty: 4823.728027
	Iteration 21Q: 3 clusters Score -2643002 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2643503.750000 Penalty: 4823.728027
	Iteration 22Q: 3 clusters Score -2643504 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2643734.750000 Penalty: 4823.728027
	Iteration 23Q: 3 clusters Score -2643735 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2643821.500000 Penalty: 4823.728027
	Iteration 24Q: 3 clusters Score -2643822 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2643847.250000 Penalty: 4823.728027
	Iteration 25Q: 3 clusters Score -2643847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2643857.000000 Penalty: 4823.728027
	Iteration 26Q: 3 clusters Score -2643857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2643866.000000 Penalty: 4823.728027
	Iteration 27Q: 3 clusters Score -2643866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2643866.500000 Penalty: 4823.728027
	Iteration 28Q: 3 clusters Score -2643866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2643869.250000 Penalty: 4823.728027
	Iteration 29Q: 3 clusters Score -2643869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2643870.250000 Penalty: 4823.728027
	Iteration 30Q: 3 clusters Score -2643870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2643871.250000 Penalty: 4823.728027
	Iteration 31Q: 3 clusters Score -2643871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2643868.750000 Penalty: 4823.728027
	Iteration 32Q: 3 clusters Score -2643869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2643870.750000 Penalty: 4823.728027
	Iteration 33Q: 3 clusters Score -2643871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2643867.000000 Penalty: 4823.728027
	Iteration 34Q: 3 clusters Score -2643867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2643866.250000 Penalty: 4823.728027
	Iteration 35Q: 3 clusters Score -2643866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2643866.250000 Penalty: 4823.728027
	Iteration 36F: 3 clusters Score -2643866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2643867.750000 Penalty: 4823.728027
	Iteration 37Q: 3 clusters Score -2643868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2643867.750000 Penalty: 4823.728027
	Iteration 38F: 3 clusters Score -2643868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33211 members 
Mstep: Class 3 contains 111198 members 
Mstep: Class 4 contains 26203 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30393 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11283 members 
Mstep: Class 16 contains 82692 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32376 members 
Mstep: Class 20 contains 4349 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 97583 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8751 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 15313 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54533 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19517 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18232 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10991 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 8853 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16707 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39629 members 
Mstep: Class 48 contains 3478 members 
Mstep: Class 49 contains 21188 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11834 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Mstep: Class 55 contains 1422 members 
Entering Unmasked Estep 
Score: -122577072.000000 Penalty: 185416.921875
Splitting cluster 29 changes total score from -122577872.000000 to -122577072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -466944.843750 Penalty: 1985.992188
	Iteration 0F: 2 clusters Score -466944.8 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 1488 members 
Entering Unmasked Estep 
Score: -463650.593750 Penalty: 3971.984375
	Iteration 0F: 3 clusters Score -463650.6 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -464355.187500 Penalty: 3971.984375
	Iteration 1F: 3 clusters Score -464355.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -464561.531250 Penalty: 3971.984375
	Iteration 2F: 3 clusters Score -464561.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -464721.093750 Penalty: 3971.984375
	Iteration 3F: 3 clusters Score -464721.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -464888.625000 Penalty: 3971.984375
	Iteration 4F: 3 clusters Score -464888.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -465071.531250 Penalty: 3971.984375
	Iteration 5F: 3 clusters Score -465071.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -465250.031250 Penalty: 3971.984375
	Iteration 6Q: 3 clusters Score -465250 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -465386.343750 Penalty: 3971.984375
	Iteration 7Q: 3 clusters Score -465386.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -465503.562500 Penalty: 3971.984375
	Iteration 8Q: 3 clusters Score -465503.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -465632.156250 Penalty: 3971.984375
	Iteration 9Q: 3 clusters Score -465632.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -465717.968750 Penalty: 3971.984375
	Iteration 10Q: 3 clusters Score -465718 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -465766.656250 Penalty: 3971.984375
	Iteration 11Q: 3 clusters Score -465766.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -465793.718750 Penalty: 3971.984375
	Iteration 12Q: 3 clusters Score -465793.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -465812.312500 Penalty: 3971.984375
	Iteration 13Q: 3 clusters Score -465812.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -465831.031250 Penalty: 3971.984375
	Iteration 14Q: 3 clusters Score -465831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -465847.843750 Penalty: 3971.984375
	Iteration 15Q: 3 clusters Score -465847.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -465856.406250 Penalty: 3971.984375
	Iteration 16Q: 3 clusters Score -465856.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -465863.875000 Penalty: 3971.984375
	Iteration 17Q: 3 clusters Score -465863.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -465871.562500 Penalty: 3971.984375
	Iteration 18Q: 3 clusters Score -465871.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -465877.750000 Penalty: 3971.984375
	Iteration 19Q: 3 clusters Score -465877.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -465879.875000 Penalty: 3971.984375
	Iteration 20F: 3 clusters Score -465879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -465881.218750 Penalty: 3971.984375
	Iteration 21Q: 3 clusters Score -465881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -465881.218750 Penalty: 3971.984375
	Iteration 22Q: 3 clusters Score -465881.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -465883.187500 Penalty: 3971.984375
	Iteration 23Q: 3 clusters Score -465883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -465886.062500 Penalty: 3971.984375
	Iteration 24Q: 3 clusters Score -465886.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -465886.937500 Penalty: 3971.984375
	Iteration 25Q: 3 clusters Score -465886.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -465888.218750 Penalty: 3971.984375
	Iteration 26Q: 3 clusters Score -465888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -465889.593750 Penalty: 3971.984375
	Iteration 27Q: 3 clusters Score -465889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -465891.250000 Penalty: 3971.984375
	Iteration 28Q: 3 clusters Score -465891.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -465891.250000 Penalty: 3971.984375
	Iteration 29F: 3 clusters Score -465891.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (54533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Entering Unmasked Estep 
Score: -8550563.000000 Penalty: 2704.827148
	Iteration 0F: 2 clusters Score -8550563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -8514091.000000 Penalty: 5409.654297
	Iteration 0F: 3 clusters Score -8514091 nChanged 25294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -8527977.000000 Penalty: 5409.654297
	Iteration 1F: 3 clusters Score -8527977 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -8528586.000000 Penalty: 5409.654297
	Iteration 2Q: 3 clusters Score -8528586 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -8529139.000000 Penalty: 5409.654297
	Iteration 3Q: 3 clusters Score -8529139 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -8529661.000000 Penalty: 5409.654297
	Iteration 4Q: 3 clusters Score -8529661 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -8530254.000000 Penalty: 5409.654297
	Iteration 5Q: 3 clusters Score -8530254 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -8530875.000000 Penalty: 5409.654297
	Iteration 6Q: 3 clusters Score -8530875 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -8531636.000000 Penalty: 5409.654297
	Iteration 7Q: 3 clusters Score -8531636 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -8532521.000000 Penalty: 5409.654297
	Iteration 8Q: 3 clusters Score -8532521 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -8533716.000000 Penalty: 5409.654297
	Iteration 9Q: 3 clusters Score -8533716 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -8535266.000000 Penalty: 5409.654297
	Iteration 10Q: 3 clusters Score -8535266 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -8537484.000000 Penalty: 5409.654297
	Iteration 11F: 3 clusters Score -8537484 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -8539850.000000 Penalty: 5409.654297
	Iteration 12F: 3 clusters Score -8539850 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -8542222.000000 Penalty: 5409.654297
	Iteration 13F: 3 clusters Score -8542222 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -8544131.000000 Penalty: 5409.654297
	Iteration 14Q: 3 clusters Score -8544131 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -8545488.000000 Penalty: 5409.654297
	Iteration 15Q: 3 clusters Score -8545488 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -8546545.000000 Penalty: 5409.654297
	Iteration 16Q: 3 clusters Score -8546545 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -8547389.000000 Penalty: 5409.654297
	Iteration 17Q: 3 clusters Score -8547389 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -8547937.000000 Penalty: 5409.654297
	Iteration 18Q: 3 clusters Score -8547937 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -8548331.000000 Penalty: 5409.654297
	Iteration 19Q: 3 clusters Score -8548331 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -8548585.000000 Penalty: 5409.654297
	Iteration 20F: 3 clusters Score -8548585 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -8548728.000000 Penalty: 5409.654297
	Iteration 21Q: 3 clusters Score -8548728 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -8548822.000000 Penalty: 5409.654297
	Iteration 22Q: 3 clusters Score -8548822 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -8548903.000000 Penalty: 5409.654297
	Iteration 23Q: 3 clusters Score -8548903 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -8548986.000000 Penalty: 5409.654297
	Iteration 24Q: 3 clusters Score -8548986 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -8549056.000000 Penalty: 5409.654297
	Iteration 25Q: 3 clusters Score -8549056 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -8549118.000000 Penalty: 5409.654297
	Iteration 26Q: 3 clusters Score -8549118 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -8549160.000000 Penalty: 5409.654297
	Iteration 27Q: 3 clusters Score -8549160 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -8549209.000000 Penalty: 5409.654297
	Iteration 28Q: 3 clusters Score -8549209 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -8549266.000000 Penalty: 5409.654297
	Iteration 29Q: 3 clusters Score -8549266 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 51678 members 
Entering Unmasked Estep 
Score: -8549275.000000 Penalty: 5409.654297
	Iteration 30Q: 3 clusters Score -8549275 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -8549317.000000 Penalty: 5409.654297
	Iteration 31Q: 3 clusters Score -8549317 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -8549342.000000 Penalty: 5409.654297
	Iteration 32Q: 3 clusters Score -8549342 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -8549350.000000 Penalty: 5409.654297
	Iteration 33Q: 3 clusters Score -8549350 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 51841 members 
Entering Unmasked Estep 
Score: -8549372.000000 Penalty: 5409.654297
	Iteration 34Q: 3 clusters Score -8549372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -8549394.000000 Penalty: 5409.654297
	Iteration 35Q: 3 clusters Score -8549394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -8549406.000000 Penalty: 5409.654297
	Iteration 36Q: 3 clusters Score -8549406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -8549408.000000 Penalty: 5409.654297
	Iteration 37Q: 3 clusters Score -8549408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -8549407.000000 Penalty: 5409.654297
	Iteration 38Q: 3 clusters Score -8549407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -8549414.000000 Penalty: 5409.654297
	Iteration 39Q: 3 clusters Score -8549414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -8549413.000000 Penalty: 5409.654297
	Iteration 40F: 3 clusters Score -8549413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -8549409.000000 Penalty: 5409.654297
	Iteration 41Q: 3 clusters Score -8549409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -8549409.000000 Penalty: 5409.654297
	Iteration 42Q: 3 clusters Score -8549409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -8549403.000000 Penalty: 5409.654297
	Iteration 43Q: 3 clusters Score -8549403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 51985 members 
Entering Unmasked Estep 
Score: -8549412.000000 Penalty: 5409.654297
	Iteration 44Q: 3 clusters Score -8549412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -8549411.000000 Penalty: 5409.654297
	Iteration 45Q: 3 clusters Score -8549411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -8549422.000000 Penalty: 5409.654297
	Iteration 46Q: 3 clusters Score -8549422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -8549416.000000 Penalty: 5409.654297
	Iteration 47Q: 3 clusters Score -8549416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -8549419.000000 Penalty: 5409.654297
	Iteration 48Q: 3 clusters Score -8549419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -8549428.000000 Penalty: 5409.654297
	Iteration 49Q: 3 clusters Score -8549428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -8549425.000000 Penalty: 5409.654297
	Iteration 50Q: 3 clusters Score -8549425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -8549425.000000 Penalty: 5409.654297
	Iteration 51Q: 3 clusters Score -8549425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -8549418.000000 Penalty: 5409.654297
	Iteration 52Q: 3 clusters Score -8549418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -8549418.000000 Penalty: 5409.654297
	Iteration 53Q: 3 clusters Score -8549418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -8549418.000000 Penalty: 5409.654297
	Iteration 54Q: 3 clusters Score -8549418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -8549418.000000 Penalty: 5409.654297
	Iteration 55F: 3 clusters Score -8549418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Entering Unmasked Estep 
Score: -1994206.500000 Penalty: 2336.811035
	Iteration 0F: 2 clusters Score -1994206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1985105.500000 Penalty: 4673.622070
	Iteration 0F: 3 clusters Score -1985106 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1987902.750000 Penalty: 4673.622070
	Iteration 1F: 3 clusters Score -1987903 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1988296.000000 Penalty: 4673.622070
	Iteration 2F: 3 clusters Score -1988296 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1988564.500000 Penalty: 4673.622070
	Iteration 3F: 3 clusters Score -1988564 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1988782.875000 Penalty: 4673.622070
	Iteration 4Q: 3 clusters Score -1988783 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1988986.250000 Penalty: 4673.622070
	Iteration 5Q: 3 clusters Score -1988986 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1989169.625000 Penalty: 4673.622070
	Iteration 6Q: 3 clusters Score -1989170 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1989339.125000 Penalty: 4673.622070
	Iteration 7Q: 3 clusters Score -1989339 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1989521.750000 Penalty: 4673.622070
	Iteration 8Q: 3 clusters Score -1989522 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1989696.125000 Penalty: 4673.622070
	Iteration 9Q: 3 clusters Score -1989696 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1989891.750000 Penalty: 4673.622070
	Iteration 10Q: 3 clusters Score -1989892 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1990085.375000 Penalty: 4673.622070
	Iteration 11Q: 3 clusters Score -1990085 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1990305.375000 Penalty: 4673.622070
	Iteration 12Q: 3 clusters Score -1990305 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1990534.875000 Penalty: 4673.622070
	Iteration 13Q: 3 clusters Score -1990535 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1990790.500000 Penalty: 4673.622070
	Iteration 14Q: 3 clusters Score -1990790 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1991022.250000 Penalty: 4673.622070
	Iteration 15Q: 3 clusters Score -1991022 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1991233.000000 Penalty: 4673.622070
	Iteration 16Q: 3 clusters Score -1991233 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1991426.250000 Penalty: 4673.622070
	Iteration 17Q: 3 clusters Score -1991426 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1991581.500000 Penalty: 4673.622070
	Iteration 18Q: 3 clusters Score -1991582 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1991724.250000 Penalty: 4673.622070
	Iteration 19Q: 3 clusters Score -1991724 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1991833.125000 Penalty: 4673.622070
	Iteration 20F: 3 clusters Score -1991833 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1991904.125000 Penalty: 4673.622070
	Iteration 21Q: 3 clusters Score -1991904 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1991969.375000 Penalty: 4673.622070
	Iteration 22Q: 3 clusters Score -1991969 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1992012.625000 Penalty: 4673.622070
	Iteration 23Q: 3 clusters Score -1992013 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1992039.750000 Penalty: 4673.622070
	Iteration 24Q: 3 clusters Score -1992040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1992055.500000 Penalty: 4673.622070
	Iteration 25Q: 3 clusters Score -1992056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1992084.750000 Penalty: 4673.622070
	Iteration 26Q: 3 clusters Score -1992085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1992117.625000 Penalty: 4673.622070
	Iteration 27Q: 3 clusters Score -1992118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1992141.125000 Penalty: 4673.622070
	Iteration 28Q: 3 clusters Score -1992141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1992155.000000 Penalty: 4673.622070
	Iteration 29Q: 3 clusters Score -1992155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1992172.125000 Penalty: 4673.622070
	Iteration 30Q: 3 clusters Score -1992172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1992181.125000 Penalty: 4673.622070
	Iteration 31Q: 3 clusters Score -1992181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1992186.500000 Penalty: 4673.622070
	Iteration 32Q: 3 clusters Score -1992186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1992188.500000 Penalty: 4673.622070
	Iteration 33Q: 3 clusters Score -1992188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1992190.375000 Penalty: 4673.622070
	Iteration 34Q: 3 clusters Score -1992190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1992194.125000 Penalty: 4673.622070
	Iteration 35Q: 3 clusters Score -1992194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1992204.000000 Penalty: 4673.622070
	Iteration 36Q: 3 clusters Score -1992204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1992202.375000 Penalty: 4673.622070
	Iteration 37Q: 3 clusters Score -1992202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1992206.750000 Penalty: 4673.622070
	Iteration 38Q: 3 clusters Score -1992207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1992207.375000 Penalty: 4673.622070
	Iteration 39Q: 3 clusters Score -1992207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1992209.250000 Penalty: 4673.622070
	Iteration 40F: 3 clusters Score -1992209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Entering Unmasked Estep 
Score: -1635278.750000 Penalty: 2298.685303
	Iteration 0F: 2 clusters Score -1635279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1627186.500000 Penalty: 4597.370605
	Iteration 0F: 3 clusters Score -1627186 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1629667.375000 Penalty: 4597.370605
	Iteration 1F: 3 clusters Score -1629667 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1630046.000000 Penalty: 4597.370605
	Iteration 2F: 3 clusters Score -1630046 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1630335.000000 Penalty: 4597.370605
	Iteration 3F: 3 clusters Score -1630335 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1630614.875000 Penalty: 4597.370605
	Iteration 4Q: 3 clusters Score -1630615 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1630875.250000 Penalty: 4597.370605
	Iteration 5Q: 3 clusters Score -1630875 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1631113.125000 Penalty: 4597.370605
	Iteration 6Q: 3 clusters Score -1631113 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1631350.250000 Penalty: 4597.370605
	Iteration 7Q: 3 clusters Score -1631350 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1631592.250000 Penalty: 4597.370605
	Iteration 8Q: 3 clusters Score -1631592 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1631844.875000 Penalty: 4597.370605
	Iteration 9Q: 3 clusters Score -1631845 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1632121.625000 Penalty: 4597.370605
	Iteration 10Q: 3 clusters Score -1632122 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1632404.375000 Penalty: 4597.370605
	Iteration 11Q: 3 clusters Score -1632404 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1632646.000000 Penalty: 4597.370605
	Iteration 12Q: 3 clusters Score -1632646 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1632834.750000 Penalty: 4597.370605
	Iteration 13Q: 3 clusters Score -1632835 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1633001.875000 Penalty: 4597.370605
	Iteration 14Q: 3 clusters Score -1633002 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1633114.625000 Penalty: 4597.370605
	Iteration 15Q: 3 clusters Score -1633115 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1633203.500000 Penalty: 4597.370605
	Iteration 16Q: 3 clusters Score -1633204 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1633259.125000 Penalty: 4597.370605
	Iteration 17Q: 3 clusters Score -1633259 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1633299.500000 Penalty: 4597.370605
	Iteration 18Q: 3 clusters Score -1633300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1633324.875000 Penalty: 4597.370605
	Iteration 19Q: 3 clusters Score -1633325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1633341.875000 Penalty: 4597.370605
	Iteration 20F: 3 clusters Score -1633342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1633352.500000 Penalty: 4597.370605
	Iteration 21Q: 3 clusters Score -1633352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1633356.250000 Penalty: 4597.370605
	Iteration 22Q: 3 clusters Score -1633356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1633370.125000 Penalty: 4597.370605
	Iteration 23Q: 3 clusters Score -1633370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1633379.375000 Penalty: 4597.370605
	Iteration 24Q: 3 clusters Score -1633379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1633386.250000 Penalty: 4597.370605
	Iteration 25Q: 3 clusters Score -1633386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1633394.125000 Penalty: 4597.370605
	Iteration 26Q: 3 clusters Score -1633394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1633400.625000 Penalty: 4597.370605
	Iteration 27Q: 3 clusters Score -1633401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1633405.125000 Penalty: 4597.370605
	Iteration 28Q: 3 clusters Score -1633405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1633406.250000 Penalty: 4597.370605
	Iteration 29Q: 3 clusters Score -1633406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1633407.250000 Penalty: 4597.370605
	Iteration 30Q: 3 clusters Score -1633407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1633409.875000 Penalty: 4597.370605
	Iteration 31Q: 3 clusters Score -1633410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1633411.750000 Penalty: 4597.370605
	Iteration 32Q: 3 clusters Score -1633412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1633413.500000 Penalty: 4597.370605
	Iteration 33Q: 3 clusters Score -1633414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1633418.625000 Penalty: 4597.370605
	Iteration 34Q: 3 clusters Score -1633419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1633420.250000 Penalty: 4597.370605
	Iteration 35Q: 3 clusters Score -1633420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1633420.000000 Penalty: 4597.370605
	Iteration 36Q: 3 clusters Score -1633420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1633420.000000 Penalty: 4597.370605
	Iteration 37F: 3 clusters Score -1633420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Entering Unmasked Estep 
Score: -2878082.750000 Penalty: 2450.002197
	Iteration 0F: 2 clusters Score -2878083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2864309.750000 Penalty: 4900.004395
	Iteration 0F: 3 clusters Score -2864310 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2869208.750000 Penalty: 4900.004395
	Iteration 1F: 3 clusters Score -2869209 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2870101.750000 Penalty: 4900.004395
	Iteration 2F: 3 clusters Score -2870102 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2870996.750000 Penalty: 4900.004395
	Iteration 3F: 3 clusters Score -2870997 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2871885.000000 Penalty: 4900.004395
	Iteration 4F: 3 clusters Score -2871885 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2872785.500000 Penalty: 4900.004395
	Iteration 5F: 3 clusters Score -2872786 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2873570.500000 Penalty: 4900.004395
	Iteration 6F: 3 clusters Score -2873570 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2874150.500000 Penalty: 4900.004395
	Iteration 7F: 3 clusters Score -2874150 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2874554.000000 Penalty: 4900.004395
	Iteration 8Q: 3 clusters Score -2874554 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2874822.500000 Penalty: 4900.004395
	Iteration 9Q: 3 clusters Score -2874822 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2875044.000000 Penalty: 4900.004395
	Iteration 10Q: 3 clusters Score -2875044 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2875228.000000 Penalty: 4900.004395
	Iteration 11Q: 3 clusters Score -2875228 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2875391.000000 Penalty: 4900.004395
	Iteration 12Q: 3 clusters Score -2875391 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2875509.250000 Penalty: 4900.004395
	Iteration 13Q: 3 clusters Score -2875509 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2875616.500000 Penalty: 4900.004395
	Iteration 14Q: 3 clusters Score -2875616 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2875715.000000 Penalty: 4900.004395
	Iteration 15Q: 3 clusters Score -2875715 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2875800.500000 Penalty: 4900.004395
	Iteration 16Q: 3 clusters Score -2875800 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2875874.750000 Penalty: 4900.004395
	Iteration 17Q: 3 clusters Score -2875875 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2875955.000000 Penalty: 4900.004395
	Iteration 18Q: 3 clusters Score -2875955 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2876013.500000 Penalty: 4900.004395
	Iteration 19Q: 3 clusters Score -2876014 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2876057.750000 Penalty: 4900.004395
	Iteration 20F: 3 clusters Score -2876058 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2876102.250000 Penalty: 4900.004395
	Iteration 21Q: 3 clusters Score -2876102 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2876160.250000 Penalty: 4900.004395
	Iteration 22Q: 3 clusters Score -2876160 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2876187.250000 Penalty: 4900.004395
	Iteration 23Q: 3 clusters Score -2876187 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2876203.750000 Penalty: 4900.004395
	Iteration 24Q: 3 clusters Score -2876204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2876234.750000 Penalty: 4900.004395
	Iteration 25Q: 3 clusters Score -2876235 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2876261.250000 Penalty: 4900.004395
	Iteration 26Q: 3 clusters Score -2876261 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2876277.500000 Penalty: 4900.004395
	Iteration 27Q: 3 clusters Score -2876278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2876299.750000 Penalty: 4900.004395
	Iteration 28Q: 3 clusters Score -2876300 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2876320.750000 Penalty: 4900.004395
	Iteration 29Q: 3 clusters Score -2876321 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2876335.500000 Penalty: 4900.004395
	Iteration 30Q: 3 clusters Score -2876336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2876349.750000 Penalty: 4900.004395
	Iteration 31Q: 3 clusters Score -2876350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2876360.000000 Penalty: 4900.004395
	Iteration 32Q: 3 clusters Score -2876360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2876368.250000 Penalty: 4900.004395
	Iteration 33Q: 3 clusters Score -2876368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2876385.250000 Penalty: 4900.004395
	Iteration 34Q: 3 clusters Score -2876385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2876392.000000 Penalty: 4900.004395
	Iteration 35Q: 3 clusters Score -2876392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2876400.750000 Penalty: 4900.004395
	Iteration 36Q: 3 clusters Score -2876401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2876426.000000 Penalty: 4900.004395
	Iteration 37Q: 3 clusters Score -2876426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2876430.000000 Penalty: 4900.004395
	Iteration 38Q: 3 clusters Score -2876430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2876427.750000 Penalty: 4900.004395
	Iteration 39Q: 3 clusters Score -2876428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2876440.000000 Penalty: 4900.004395
	Iteration 40F: 3 clusters Score -2876440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2876444.250000 Penalty: 4900.004395
	Iteration 41Q: 3 clusters Score -2876444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2876452.500000 Penalty: 4900.004395
	Iteration 42Q: 3 clusters Score -2876452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2876458.500000 Penalty: 4900.004395
	Iteration 43Q: 3 clusters Score -2876458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2876469.250000 Penalty: 4900.004395
	Iteration 44Q: 3 clusters Score -2876469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2876472.000000 Penalty: 4900.004395
	Iteration 45Q: 3 clusters Score -2876472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2876488.000000 Penalty: 4900.004395
	Iteration 46Q: 3 clusters Score -2876488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2876494.500000 Penalty: 4900.004395
	Iteration 47Q: 3 clusters Score -2876494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2876494.500000 Penalty: 4900.004395
	Iteration 48Q: 3 clusters Score -2876494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2876504.000000 Penalty: 4900.004395
	Iteration 49Q: 3 clusters Score -2876504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2876511.500000 Penalty: 4900.004395
	Iteration 50Q: 3 clusters Score -2876512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2876526.750000 Penalty: 4900.004395
	Iteration 51Q: 3 clusters Score -2876527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2876553.000000 Penalty: 4900.004395
	Iteration 52Q: 3 clusters Score -2876553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2876581.000000 Penalty: 4900.004395
	Iteration 53Q: 3 clusters Score -2876581 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2876607.250000 Penalty: 4900.004395
	Iteration 54Q: 3 clusters Score -2876607 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2876637.000000 Penalty: 4900.004395
	Iteration 55Q: 3 clusters Score -2876637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2876683.750000 Penalty: 4900.004395
	Iteration 56Q: 3 clusters Score -2876684 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2876735.000000 Penalty: 4900.004395
	Iteration 57Q: 3 clusters Score -2876735 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2876780.500000 Penalty: 4900.004395
	Iteration 58Q: 3 clusters Score -2876780 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2876844.000000 Penalty: 4900.004395
	Iteration 59Q: 3 clusters Score -2876844 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2876884.750000 Penalty: 4900.004395
	Iteration 60F: 3 clusters Score -2876885 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2876913.500000 Penalty: 4900.004395
	Iteration 61Q: 3 clusters Score -2876914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2876934.750000 Penalty: 4900.004395
	Iteration 62Q: 3 clusters Score -2876935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2876952.500000 Penalty: 4900.004395
	Iteration 63Q: 3 clusters Score -2876952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2876967.250000 Penalty: 4900.004395
	Iteration 64Q: 3 clusters Score -2876967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2876987.000000 Penalty: 4900.004395
	Iteration 65Q: 3 clusters Score -2876987 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2877008.500000 Penalty: 4900.004395
	Iteration 66Q: 3 clusters Score -2877008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2877024.500000 Penalty: 4900.004395
	Iteration 67Q: 3 clusters Score -2877024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2877031.250000 Penalty: 4900.004395
	Iteration 68Q: 3 clusters Score -2877031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2877030.750000 Penalty: 4900.004395
	Iteration 69Q: 3 clusters Score -2877031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2877044.250000 Penalty: 4900.004395
	Iteration 70Q: 3 clusters Score -2877044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2877046.250000 Penalty: 4900.004395
	Iteration 71Q: 3 clusters Score -2877046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2877046.750000 Penalty: 4900.004395
	Iteration 72Q: 3 clusters Score -2877047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2877045.500000 Penalty: 4900.004395
	Iteration 73Q: 3 clusters Score -2877046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2877045.500000 Penalty: 4900.004395
	Iteration 74Q: 3 clusters Score -2877046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2877047.750000 Penalty: 4900.004395
	Iteration 75Q: 3 clusters Score -2877048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2877049.750000 Penalty: 4900.004395
	Iteration 76Q: 3 clusters Score -2877050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2877049.000000 Penalty: 4900.004395
	Iteration 77Q: 3 clusters Score -2877049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2877057.250000 Penalty: 4900.004395
	Iteration 78Q: 3 clusters Score -2877057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2877062.500000 Penalty: 4900.004395
	Iteration 79Q: 3 clusters Score -2877062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2877064.250000 Penalty: 4900.004395
	Iteration 80F: 3 clusters Score -2877064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2877068.500000 Penalty: 4900.004395
	Iteration 81Q: 3 clusters Score -2877068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2877072.500000 Penalty: 4900.004395
	Iteration 82Q: 3 clusters Score -2877072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2877075.500000 Penalty: 4900.004395
	Iteration 83Q: 3 clusters Score -2877076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2877075.250000 Penalty: 4900.004395
	Iteration 84Q: 3 clusters Score -2877075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2877076.000000 Penalty: 4900.004395
	Iteration 85Q: 3 clusters Score -2877076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2877076.250000 Penalty: 4900.004395
	Iteration 86Q: 3 clusters Score -2877076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2877076.250000 Penalty: 4900.004395
	Iteration 87F: 3 clusters Score -2877076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -455185.593750 Penalty: 1982.417725
	Iteration 0F: 2 clusters Score -455185.6 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 1495 members 
Entering Unmasked Estep 
Score: -451957.500000 Penalty: 3964.835449
	Iteration 0F: 3 clusters Score -451957.5 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -452611.468750 Penalty: 3964.835449
	Iteration 1F: 3 clusters Score -452611.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -452806.187500 Penalty: 3964.835449
	Iteration 2F: 3 clusters Score -452806.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -452959.843750 Penalty: 3964.835449
	Iteration 3F: 3 clusters Score -452959.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -453126.187500 Penalty: 3964.835449
	Iteration 4F: 3 clusters Score -453126.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -453314.843750 Penalty: 3964.835449
	Iteration 5Q: 3 clusters Score -453314.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -453520.562500 Penalty: 3964.835449
	Iteration 6Q: 3 clusters Score -453520.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -453678.312500 Penalty: 3964.835449
	Iteration 7Q: 3 clusters Score -453678.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -453801.125000 Penalty: 3964.835449
	Iteration 8Q: 3 clusters Score -453801.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -453882.406250 Penalty: 3964.835449
	Iteration 9Q: 3 clusters Score -453882.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -453925.937500 Penalty: 3964.835449
	Iteration 10Q: 3 clusters Score -453925.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -453964.625000 Penalty: 3964.835449
	Iteration 11Q: 3 clusters Score -453964.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -453994.156250 Penalty: 3964.835449
	Iteration 12Q: 3 clusters Score -453994.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -454018.187500 Penalty: 3964.835449
	Iteration 13Q: 3 clusters Score -454018.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -454043.937500 Penalty: 3964.835449
	Iteration 14Q: 3 clusters Score -454043.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -454064.312500 Penalty: 3964.835449
	Iteration 15Q: 3 clusters Score -454064.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -454086.531250 Penalty: 3964.835449
	Iteration 16Q: 3 clusters Score -454086.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -454104.656250 Penalty: 3964.835449
	Iteration 17Q: 3 clusters Score -454104.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -454115.843750 Penalty: 3964.835449
	Iteration 18Q: 3 clusters Score -454115.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -454125.656250 Penalty: 3964.835449
	Iteration 19Q: 3 clusters Score -454125.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -454130.468750 Penalty: 3964.835449
	Iteration 20F: 3 clusters Score -454130.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -454134.125000 Penalty: 3964.835449
	Iteration 21Q: 3 clusters Score -454134.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -454137.500000 Penalty: 3964.835449
	Iteration 22Q: 3 clusters Score -454137.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -454139.687500 Penalty: 3964.835449
	Iteration 23Q: 3 clusters Score -454139.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -454141.843750 Penalty: 3964.835449
	Iteration 24Q: 3 clusters Score -454141.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -454142.312500 Penalty: 3964.835449
	Iteration 25Q: 3 clusters Score -454142.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -454144.187500 Penalty: 3964.835449
	Iteration 26Q: 3 clusters Score -454144.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -454144.187500 Penalty: 3964.835449
	Iteration 27F: 3 clusters Score -454144.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -83956.226562 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -83956.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -82373.140625 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -82373.14 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82563.273438 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -82563.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -82641.656250 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -82641.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -82678.968750 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -82678.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -82714.648438 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -82714.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82732.851562 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -82732.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -82763.210938 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -82763.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82769.875000 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -82769.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -82775.664062 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -82775.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82783.750000 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -82783.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -82796.367188 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -82796.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -82806.890625 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -82806.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82810.273438 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -82810.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -82814.312500 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -82814.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -82814.312500 Penalty: 3152.629395
	Iteration 14F: 3 clusters Score -82814.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Entering Unmasked Estep 
Score: -2891754.750000 Penalty: 2433.111328
	Iteration 0F: 2 clusters Score -2891755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2878910.250000 Penalty: 4866.222656
	Iteration 0F: 3 clusters Score -2878910 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2883586.750000 Penalty: 4866.222656
	Iteration 1F: 3 clusters Score -2883587 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2884527.000000 Penalty: 4866.222656
	Iteration 2F: 3 clusters Score -2884527 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2885485.500000 Penalty: 4866.222656
	Iteration 3F: 3 clusters Score -2885486 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2886272.000000 Penalty: 4866.222656
	Iteration 4F: 3 clusters Score -2886272 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2887021.250000 Penalty: 4866.222656
	Iteration 5F: 3 clusters Score -2887021 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2887795.250000 Penalty: 4866.222656
	Iteration 6F: 3 clusters Score -2887795 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2888501.500000 Penalty: 4866.222656
	Iteration 7F: 3 clusters Score -2888502 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2889104.000000 Penalty: 4866.222656
	Iteration 8Q: 3 clusters Score -2889104 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2889540.750000 Penalty: 4866.222656
	Iteration 9Q: 3 clusters Score -2889541 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2889867.500000 Penalty: 4866.222656
	Iteration 10Q: 3 clusters Score -2889868 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2890164.750000 Penalty: 4866.222656
	Iteration 11Q: 3 clusters Score -2890165 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2890464.750000 Penalty: 4866.222656
	Iteration 12Q: 3 clusters Score -2890465 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2890696.250000 Penalty: 4866.222656
	Iteration 13Q: 3 clusters Score -2890696 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2890851.750000 Penalty: 4866.222656
	Iteration 14Q: 3 clusters Score -2890852 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2890946.250000 Penalty: 4866.222656
	Iteration 15Q: 3 clusters Score -2890946 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2891043.250000 Penalty: 4866.222656
	Iteration 16Q: 3 clusters Score -2891043 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2891103.500000 Penalty: 4866.222656
	Iteration 17Q: 3 clusters Score -2891104 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2891156.000000 Penalty: 4866.222656
	Iteration 18Q: 3 clusters Score -2891156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2891177.250000 Penalty: 4866.222656
	Iteration 19Q: 3 clusters Score -2891177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2891184.250000 Penalty: 4866.222656
	Iteration 20F: 3 clusters Score -2891184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2891191.000000 Penalty: 4866.222656
	Iteration 21Q: 3 clusters Score -2891191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2891194.500000 Penalty: 4866.222656
	Iteration 22Q: 3 clusters Score -2891194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2891203.000000 Penalty: 4866.222656
	Iteration 23Q: 3 clusters Score -2891203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2891197.250000 Penalty: 4866.222656
	Iteration 24Q: 3 clusters Score -2891197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2891198.750000 Penalty: 4866.222656
	Iteration 25Q: 3 clusters Score -2891199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2891197.750000 Penalty: 4866.222656
	Iteration 26Q: 3 clusters Score -2891198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2891201.250000 Penalty: 4866.222656
	Iteration 27Q: 3 clusters Score -2891201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2891205.750000 Penalty: 4866.222656
	Iteration 28Q: 3 clusters Score -2891206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2891202.250000 Penalty: 4866.222656
	Iteration 29Q: 3 clusters Score -2891202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2891206.500000 Penalty: 4866.222656
	Iteration 30Q: 3 clusters Score -2891206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2891205.500000 Penalty: 4866.222656
	Iteration 31Q: 3 clusters Score -2891206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2891205.500000 Penalty: 4866.222656
	Iteration 32Q: 3 clusters Score -2891206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2891206.250000 Penalty: 4866.222656
	Iteration 33Q: 3 clusters Score -2891206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2891210.000000 Penalty: 4866.222656
	Iteration 34Q: 3 clusters Score -2891210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2891209.500000 Penalty: 4866.222656
	Iteration 35Q: 3 clusters Score -2891210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2891209.500000 Penalty: 4866.222656
	Iteration 36F: 3 clusters Score -2891210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -30454.851562 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -30454.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29341.460938 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -29341.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29422.388672 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -29422.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29446.033203 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -29446.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29450.117188 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -29450.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29455.130859 Penalty: 2670.709717
	Iteration 4Q: 3 clusters Score -29455.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29459.695312 Penalty: 2670.709717
	Iteration 5Q: 3 clusters Score -29459.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29469.503906 Penalty: 2670.709717
	Iteration 6Q: 3 clusters Score -29469.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29469.503906 Penalty: 2670.709717
	Iteration 7F: 3 clusters Score -29469.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Entering Unmasked Estep 
Score: -135080.265625 Penalty: 1706.335205
	Iteration 0F: 2 clusters Score -135080.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -133219.250000 Penalty: 3412.670410
	Iteration 0F: 3 clusters Score -133219.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -133722.078125 Penalty: 3412.670410
	Iteration 1F: 3 clusters Score -133722.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -134029.562500 Penalty: 3412.670410
	Iteration 2F: 3 clusters Score -134029.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -134264.203125 Penalty: 3412.670410
	Iteration 3F: 3 clusters Score -134264.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -134432.828125 Penalty: 3412.670410
	Iteration 4F: 3 clusters Score -134432.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -134517.890625 Penalty: 3412.670410
	Iteration 5Q: 3 clusters Score -134517.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -134555.578125 Penalty: 3412.670410
	Iteration 6Q: 3 clusters Score -134555.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -134568.906250 Penalty: 3412.670410
	Iteration 7Q: 3 clusters Score -134568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -134569.968750 Penalty: 3412.670410
	Iteration 8Q: 3 clusters Score -134570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -134569.968750 Penalty: 3412.670410
	Iteration 9F: 3 clusters Score -134570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Entering Unmasked Estep 
Score: -1740520.750000 Penalty: 2307.598389
	Iteration 0F: 2 clusters Score -1740521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1732209.875000 Penalty: 4615.196777
	Iteration 0F: 3 clusters Score -1732210 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1734677.750000 Penalty: 4615.196777
	Iteration 1F: 3 clusters Score -1734678 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1735105.500000 Penalty: 4615.196777
	Iteration 2F: 3 clusters Score -1735106 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1735544.000000 Penalty: 4615.196777
	Iteration 3F: 3 clusters Score -1735544 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1736050.375000 Penalty: 4615.196777
	Iteration 4F: 3 clusters Score -1736050 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1736586.125000 Penalty: 4615.196777
	Iteration 5F: 3 clusters Score -1736586 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1737121.875000 Penalty: 4615.196777
	Iteration 6F: 3 clusters Score -1737122 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1737643.625000 Penalty: 4615.196777
	Iteration 7F: 3 clusters Score -1737644 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1738088.625000 Penalty: 4615.196777
	Iteration 8F: 3 clusters Score -1738089 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1738421.625000 Penalty: 4615.196777
	Iteration 9Q: 3 clusters Score -1738422 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1738713.375000 Penalty: 4615.196777
	Iteration 10Q: 3 clusters Score -1738713 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1738926.750000 Penalty: 4615.196777
	Iteration 11Q: 3 clusters Score -1738927 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1739061.500000 Penalty: 4615.196777
	Iteration 12Q: 3 clusters Score -1739062 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1739144.375000 Penalty: 4615.196777
	Iteration 13Q: 3 clusters Score -1739144 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1739210.875000 Penalty: 4615.196777
	Iteration 14Q: 3 clusters Score -1739211 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1739278.500000 Penalty: 4615.196777
	Iteration 15Q: 3 clusters Score -1739278 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1739329.000000 Penalty: 4615.196777
	Iteration 16Q: 3 clusters Score -1739329 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1739378.000000 Penalty: 4615.196777
	Iteration 17Q: 3 clusters Score -1739378 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1739421.875000 Penalty: 4615.196777
	Iteration 18Q: 3 clusters Score -1739422 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1739462.375000 Penalty: 4615.196777
	Iteration 19Q: 3 clusters Score -1739462 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1739501.875000 Penalty: 4615.196777
	Iteration 20F: 3 clusters Score -1739502 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1739536.375000 Penalty: 4615.196777
	Iteration 21Q: 3 clusters Score -1739536 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1739570.750000 Penalty: 4615.196777
	Iteration 22Q: 3 clusters Score -1739571 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1739599.250000 Penalty: 4615.196777
	Iteration 23Q: 3 clusters Score -1739599 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1739653.625000 Penalty: 4615.196777
	Iteration 24Q: 3 clusters Score -1739654 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1739722.125000 Penalty: 4615.196777
	Iteration 25Q: 3 clusters Score -1739722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1739785.375000 Penalty: 4615.196777
	Iteration 26Q: 3 clusters Score -1739785 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1739853.250000 Penalty: 4615.196777
	Iteration 27Q: 3 clusters Score -1739853 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1739895.250000 Penalty: 4615.196777
	Iteration 28Q: 3 clusters Score -1739895 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1739929.875000 Penalty: 4615.196777
	Iteration 29Q: 3 clusters Score -1739930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1739961.750000 Penalty: 4615.196777
	Iteration 30Q: 3 clusters Score -1739962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1739990.875000 Penalty: 4615.196777
	Iteration 31Q: 3 clusters Score -1739991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1740008.875000 Penalty: 4615.196777
	Iteration 32Q: 3 clusters Score -1740009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1740023.000000 Penalty: 4615.196777
	Iteration 33Q: 3 clusters Score -1740023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1740033.500000 Penalty: 4615.196777
	Iteration 34Q: 3 clusters Score -1740034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1740046.000000 Penalty: 4615.196777
	Iteration 35Q: 3 clusters Score -1740046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1740054.375000 Penalty: 4615.196777
	Iteration 36Q: 3 clusters Score -1740054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1740062.375000 Penalty: 4615.196777
	Iteration 37Q: 3 clusters Score -1740062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1740068.875000 Penalty: 4615.196777
	Iteration 38Q: 3 clusters Score -1740069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1740071.000000 Penalty: 4615.196777
	Iteration 39Q: 3 clusters Score -1740071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1740074.000000 Penalty: 4615.196777
	Iteration 40F: 3 clusters Score -1740074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1740076.875000 Penalty: 4615.196777
	Iteration 41Q: 3 clusters Score -1740077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1740079.375000 Penalty: 4615.196777
	Iteration 42Q: 3 clusters Score -1740079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1740079.375000 Penalty: 4615.196777
	Iteration 43Q: 3 clusters Score -1740079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1740079.875000 Penalty: 4615.196777
	Iteration 44Q: 3 clusters Score -1740080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1740080.875000 Penalty: 4615.196777
	Iteration 45Q: 3 clusters Score -1740081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1740087.000000 Penalty: 4615.196777
	Iteration 46Q: 3 clusters Score -1740087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1740089.500000 Penalty: 4615.196777
	Iteration 47Q: 3 clusters Score -1740090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1740093.750000 Penalty: 4615.196777
	Iteration 48Q: 3 clusters Score -1740094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1740095.000000 Penalty: 4615.196777
	Iteration 49Q: 3 clusters Score -1740095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1740100.000000 Penalty: 4615.196777
	Iteration 50Q: 3 clusters Score -1740100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1740101.000000 Penalty: 4615.196777
	Iteration 51Q: 3 clusters Score -1740101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1740104.000000 Penalty: 4615.196777
	Iteration 52Q: 3 clusters Score -1740104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1740103.000000 Penalty: 4615.196777
	Iteration 53Q: 3 clusters Score -1740103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1740106.500000 Penalty: 4615.196777
	Iteration 54Q: 3 clusters Score -1740106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1740108.250000 Penalty: 4615.196777
	Iteration 55Q: 3 clusters Score -1740108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1740110.500000 Penalty: 4615.196777
	Iteration 56Q: 3 clusters Score -1740110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1740111.625000 Penalty: 4615.196777
	Iteration 57Q: 3 clusters Score -1740112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1740109.750000 Penalty: 4615.196777
	Iteration 58Q: 3 clusters Score -1740110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1740111.625000 Penalty: 4615.196777
	Iteration 59Q: 3 clusters Score -1740112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1740111.125000 Penalty: 4615.196777
	Iteration 60F: 3 clusters Score -1740111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1740112.750000 Penalty: 4615.196777
	Iteration 61Q: 3 clusters Score -1740113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1740116.750000 Penalty: 4615.196777
	Iteration 62Q: 3 clusters Score -1740117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1740119.500000 Penalty: 4615.196777
	Iteration 63Q: 3 clusters Score -1740120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1740118.625000 Penalty: 4615.196777
	Iteration 64Q: 3 clusters Score -1740119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1740118.625000 Penalty: 4615.196777
	Iteration 65F: 3 clusters Score -1740119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Entering Unmasked Estep 
Score: -429295.031250 Penalty: 1965.259644
	Iteration 0F: 2 clusters Score -429295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -426216.843750 Penalty: 3930.519287
	Iteration 0F: 3 clusters Score -426216.8 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -426816.000000 Penalty: 3930.519287
	Iteration 1F: 3 clusters Score -426816 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -426992.250000 Penalty: 3930.519287
	Iteration 2F: 3 clusters Score -426992.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -427089.000000 Penalty: 3930.519287
	Iteration 3Q: 3 clusters Score -427089 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -427185.093750 Penalty: 3930.519287
	Iteration 4Q: 3 clusters Score -427185.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -427247.718750 Penalty: 3930.519287
	Iteration 5Q: 3 clusters Score -427247.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -427309.781250 Penalty: 3930.519287
	Iteration 6Q: 3 clusters Score -427309.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -427369.031250 Penalty: 3930.519287
	Iteration 7Q: 3 clusters Score -427369 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -427427.187500 Penalty: 3930.519287
	Iteration 8Q: 3 clusters Score -427427.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -427475.656250 Penalty: 3930.519287
	Iteration 9Q: 3 clusters Score -427475.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -427531.218750 Penalty: 3930.519287
	Iteration 10Q: 3 clusters Score -427531.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -427575.437500 Penalty: 3930.519287
	Iteration 11Q: 3 clusters Score -427575.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -427610.468750 Penalty: 3930.519287
	Iteration 12Q: 3 clusters Score -427610.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -427643.500000 Penalty: 3930.519287
	Iteration 13Q: 3 clusters Score -427643.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -427672.437500 Penalty: 3930.519287
	Iteration 14Q: 3 clusters Score -427672.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -427690.812500 Penalty: 3930.519287
	Iteration 15Q: 3 clusters Score -427690.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -427707.375000 Penalty: 3930.519287
	Iteration 16Q: 3 clusters Score -427707.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -427724.093750 Penalty: 3930.519287
	Iteration 17Q: 3 clusters Score -427724.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -427751.187500 Penalty: 3930.519287
	Iteration 18Q: 3 clusters Score -427751.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -427774.312500 Penalty: 3930.519287
	Iteration 19Q: 3 clusters Score -427774.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -427798.812500 Penalty: 3930.519287
	Iteration 20F: 3 clusters Score -427798.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -427817.656250 Penalty: 3930.519287
	Iteration 21Q: 3 clusters Score -427817.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -427841.406250 Penalty: 3930.519287
	Iteration 22Q: 3 clusters Score -427841.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -427859.906250 Penalty: 3930.519287
	Iteration 23Q: 3 clusters Score -427859.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -427876.656250 Penalty: 3930.519287
	Iteration 24Q: 3 clusters Score -427876.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -427889.125000 Penalty: 3930.519287
	Iteration 25Q: 3 clusters Score -427889.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -427898.218750 Penalty: 3930.519287
	Iteration 26Q: 3 clusters Score -427898.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -427904.250000 Penalty: 3930.519287
	Iteration 27Q: 3 clusters Score -427904.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -427907.093750 Penalty: 3930.519287
	Iteration 28Q: 3 clusters Score -427907.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -427910.468750 Penalty: 3930.519287
	Iteration 29Q: 3 clusters Score -427910.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -427912.812500 Penalty: 3930.519287
	Iteration 30Q: 3 clusters Score -427912.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -427915.687500 Penalty: 3930.519287
	Iteration 31Q: 3 clusters Score -427915.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -427917.000000 Penalty: 3930.519287
	Iteration 32Q: 3 clusters Score -427917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -427918.937500 Penalty: 3930.519287
	Iteration 33Q: 3 clusters Score -427918.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -427920.875000 Penalty: 3930.519287
	Iteration 34Q: 3 clusters Score -427920.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -427922.531250 Penalty: 3930.519287
	Iteration 35Q: 3 clusters Score -427922.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -427923.218750 Penalty: 3930.519287
	Iteration 36Q: 3 clusters Score -427923.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -427923.218750 Penalty: 3930.519287
	Iteration 37F: 3 clusters Score -427923.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Entering Unmasked Estep 
Score: -539853.625000 Penalty: 2038.259277
	Iteration 0F: 2 clusters Score -539853.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -536127.875000 Penalty: 4076.518555
	Iteration 0F: 3 clusters Score -536127.9 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -537009.312500 Penalty: 4076.518555
	Iteration 1F: 3 clusters Score -537009.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -537295.625000 Penalty: 4076.518555
	Iteration 2F: 3 clusters Score -537295.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -537503.375000 Penalty: 4076.518555
	Iteration 3F: 3 clusters Score -537503.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -537662.250000 Penalty: 4076.518555
	Iteration 4F: 3 clusters Score -537662.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -537775.625000 Penalty: 4076.518555
	Iteration 5Q: 3 clusters Score -537775.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -537852.125000 Penalty: 4076.518555
	Iteration 6Q: 3 clusters Score -537852.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -537913.437500 Penalty: 4076.518555
	Iteration 7Q: 3 clusters Score -537913.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -537988.812500 Penalty: 4076.518555
	Iteration 8Q: 3 clusters Score -537988.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -538053.687500 Penalty: 4076.518555
	Iteration 9Q: 3 clusters Score -538053.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -538102.500000 Penalty: 4076.518555
	Iteration 10Q: 3 clusters Score -538102.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -538157.625000 Penalty: 4076.518555
	Iteration 11Q: 3 clusters Score -538157.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -538209.625000 Penalty: 4076.518555
	Iteration 12Q: 3 clusters Score -538209.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -538244.500000 Penalty: 4076.518555
	Iteration 13Q: 3 clusters Score -538244.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -538264.625000 Penalty: 4076.518555
	Iteration 14Q: 3 clusters Score -538264.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -538276.625000 Penalty: 4076.518555
	Iteration 15Q: 3 clusters Score -538276.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -538289.500000 Penalty: 4076.518555
	Iteration 16Q: 3 clusters Score -538289.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -538302.187500 Penalty: 4076.518555
	Iteration 17Q: 3 clusters Score -538302.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -538313.750000 Penalty: 4076.518555
	Iteration 18Q: 3 clusters Score -538313.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -538324.125000 Penalty: 4076.518555
	Iteration 19Q: 3 clusters Score -538324.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -538333.812500 Penalty: 4076.518555
	Iteration 20F: 3 clusters Score -538333.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -538342.562500 Penalty: 4076.518555
	Iteration 21Q: 3 clusters Score -538342.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -538345.750000 Penalty: 4076.518555
	Iteration 22Q: 3 clusters Score -538345.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -538351.437500 Penalty: 4076.518555
	Iteration 23Q: 3 clusters Score -538351.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -538355.625000 Penalty: 4076.518555
	Iteration 24Q: 3 clusters Score -538355.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -538360.250000 Penalty: 4076.518555
	Iteration 25Q: 3 clusters Score -538360.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -538363.875000 Penalty: 4076.518555
	Iteration 26Q: 3 clusters Score -538363.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -538370.750000 Penalty: 4076.518555
	Iteration 27Q: 3 clusters Score -538370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -538373.625000 Penalty: 4076.518555
	Iteration 28Q: 3 clusters Score -538373.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -538376.562500 Penalty: 4076.518555
	Iteration 29Q: 3 clusters Score -538376.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -538387.250000 Penalty: 4076.518555
	Iteration 30Q: 3 clusters Score -538387.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -538392.062500 Penalty: 4076.518555
	Iteration 31Q: 3 clusters Score -538392.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -538399.500000 Penalty: 4076.518555
	Iteration 32Q: 3 clusters Score -538399.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -538410.062500 Penalty: 4076.518555
	Iteration 33Q: 3 clusters Score -538410.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -538413.187500 Penalty: 4076.518555
	Iteration 34Q: 3 clusters Score -538413.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -538421.812500 Penalty: 4076.518555
	Iteration 35Q: 3 clusters Score -538421.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -538428.812500 Penalty: 4076.518555
	Iteration 36Q: 3 clusters Score -538428.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -538432.375000 Penalty: 4076.518555
	Iteration 37Q: 3 clusters Score -538432.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -538437.750000 Penalty: 4076.518555
	Iteration 38Q: 3 clusters Score -538437.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -538443.062500 Penalty: 4076.518555
	Iteration 39Q: 3 clusters Score -538443.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -538450.187500 Penalty: 4076.518555
	Iteration 40F: 3 clusters Score -538450.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -538454.625000 Penalty: 4076.518555
	Iteration 41Q: 3 clusters Score -538454.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -538459.062500 Penalty: 4076.518555
	Iteration 42Q: 3 clusters Score -538459.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -538461.750000 Penalty: 4076.518555
	Iteration 43Q: 3 clusters Score -538461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -538465.937500 Penalty: 4076.518555
	Iteration 44Q: 3 clusters Score -538465.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -538469.375000 Penalty: 4076.518555
	Iteration 45Q: 3 clusters Score -538469.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -538470.000000 Penalty: 4076.518555
	Iteration 46Q: 3 clusters Score -538470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -538471.812500 Penalty: 4076.518555
	Iteration 47Q: 3 clusters Score -538471.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -538473.062500 Penalty: 4076.518555
	Iteration 48Q: 3 clusters Score -538473.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -538473.750000 Penalty: 4076.518555
	Iteration 49Q: 3 clusters Score -538473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -538473.750000 Penalty: 4076.518555
	Iteration 50F: 3 clusters Score -538473.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Entering Unmasked Estep 
Score: -1279094.750000 Penalty: 2253.950928
	Iteration 0F: 2 clusters Score -1279095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1272221.250000 Penalty: 4507.901855
	Iteration 0F: 3 clusters Score -1272221 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1274351.625000 Penalty: 4507.901855
	Iteration 1F: 3 clusters Score -1274352 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1274698.500000 Penalty: 4507.901855
	Iteration 2F: 3 clusters Score -1274698 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1274981.750000 Penalty: 4507.901855
	Iteration 3F: 3 clusters Score -1274982 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1275261.750000 Penalty: 4507.901855
	Iteration 4Q: 3 clusters Score -1275262 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1275514.125000 Penalty: 4507.901855
	Iteration 5Q: 3 clusters Score -1275514 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1275680.625000 Penalty: 4507.901855
	Iteration 6Q: 3 clusters Score -1275681 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1275822.000000 Penalty: 4507.901855
	Iteration 7Q: 3 clusters Score -1275822 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1275989.375000 Penalty: 4507.901855
	Iteration 8Q: 3 clusters Score -1275989 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1276146.000000 Penalty: 4507.901855
	Iteration 9Q: 3 clusters Score -1276146 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1276312.250000 Penalty: 4507.901855
	Iteration 10Q: 3 clusters Score -1276312 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1276464.375000 Penalty: 4507.901855
	Iteration 11Q: 3 clusters Score -1276464 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1276612.375000 Penalty: 4507.901855
	Iteration 12Q: 3 clusters Score -1276612 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1276763.250000 Penalty: 4507.901855
	Iteration 13Q: 3 clusters Score -1276763 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1276916.625000 Penalty: 4507.901855
	Iteration 14Q: 3 clusters Score -1276917 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1277068.875000 Penalty: 4507.901855
	Iteration 15Q: 3 clusters Score -1277069 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1277222.875000 Penalty: 4507.901855
	Iteration 16Q: 3 clusters Score -1277223 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1277406.500000 Penalty: 4507.901855
	Iteration 17Q: 3 clusters Score -1277406 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1277559.125000 Penalty: 4507.901855
	Iteration 18Q: 3 clusters Score -1277559 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1277685.750000 Penalty: 4507.901855
	Iteration 19Q: 3 clusters Score -1277686 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1277775.750000 Penalty: 4507.901855
	Iteration 20F: 3 clusters Score -1277776 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1277840.875000 Penalty: 4507.901855
	Iteration 21Q: 3 clusters Score -1277841 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1277893.375000 Penalty: 4507.901855
	Iteration 22Q: 3 clusters Score -1277893 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1277950.000000 Penalty: 4507.901855
	Iteration 23Q: 3 clusters Score -1277950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1278003.625000 Penalty: 4507.901855
	Iteration 24Q: 3 clusters Score -1278004 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1278040.750000 Penalty: 4507.901855
	Iteration 25Q: 3 clusters Score -1278041 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1278077.625000 Penalty: 4507.901855
	Iteration 26Q: 3 clusters Score -1278078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1278094.625000 Penalty: 4507.901855
	Iteration 27Q: 3 clusters Score -1278095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1278111.000000 Penalty: 4507.901855
	Iteration 28Q: 3 clusters Score -1278111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1278114.875000 Penalty: 4507.901855
	Iteration 29Q: 3 clusters Score -1278115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1278122.000000 Penalty: 4507.901855
	Iteration 30Q: 3 clusters Score -1278122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1278124.750000 Penalty: 4507.901855
	Iteration 31Q: 3 clusters Score -1278125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1278125.750000 Penalty: 4507.901855
	Iteration 32Q: 3 clusters Score -1278126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1278129.375000 Penalty: 4507.901855
	Iteration 33Q: 3 clusters Score -1278129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1278133.250000 Penalty: 4507.901855
	Iteration 34Q: 3 clusters Score -1278133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1278132.125000 Penalty: 4507.901855
	Iteration 35Q: 3 clusters Score -1278132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1278135.875000 Penalty: 4507.901855
	Iteration 36Q: 3 clusters Score -1278136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1278138.000000 Penalty: 4507.901855
	Iteration 37Q: 3 clusters Score -1278138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1278135.750000 Penalty: 4507.901855
	Iteration 38Q: 3 clusters Score -1278136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1278135.750000 Penalty: 4507.901855
	Iteration 39F: 3 clusters Score -1278136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -49817.855469 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -49817.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48512.976562 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -48512.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48682.839844 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -48682.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48754.007812 Penalty: 2904.115723
	Iteration 2F: 3 clusters Score -48754.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48781.226562 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -48781.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48789.835938 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -48789.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48798.816406 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -48798.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48798.816406 Penalty: 2904.115723
	Iteration 6F: 3 clusters Score -48798.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Entering Unmasked Estep 
Score: -2642776.750000 Penalty: 2411.448730
	Iteration 0F: 2 clusters Score -2642777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2630869.750000 Penalty: 4822.897461
	Iteration 0F: 3 clusters Score -2630870 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2634756.750000 Penalty: 4822.897461
	Iteration 1F: 3 clusters Score -2634757 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2635142.250000 Penalty: 4822.897461
	Iteration 2F: 3 clusters Score -2635142 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2635459.750000 Penalty: 4822.897461
	Iteration 3Q: 3 clusters Score -2635460 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2635748.250000 Penalty: 4822.897461
	Iteration 4Q: 3 clusters Score -2635748 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2636064.500000 Penalty: 4822.897461
	Iteration 5Q: 3 clusters Score -2636064 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2636421.500000 Penalty: 4822.897461
	Iteration 6Q: 3 clusters Score -2636422 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2636839.750000 Penalty: 4822.897461
	Iteration 7Q: 3 clusters Score -2636840 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2637302.000000 Penalty: 4822.897461
	Iteration 8Q: 3 clusters Score -2637302 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2637675.250000 Penalty: 4822.897461
	Iteration 9Q: 3 clusters Score -2637675 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2638057.250000 Penalty: 4822.897461
	Iteration 10Q: 3 clusters Score -2638057 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2638377.750000 Penalty: 4822.897461
	Iteration 11Q: 3 clusters Score -2638378 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2638699.000000 Penalty: 4822.897461
	Iteration 12Q: 3 clusters Score -2638699 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2639021.500000 Penalty: 4822.897461
	Iteration 13Q: 3 clusters Score -2639022 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2639301.500000 Penalty: 4822.897461
	Iteration 14Q: 3 clusters Score -2639302 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2639527.000000 Penalty: 4822.897461
	Iteration 15Q: 3 clusters Score -2639527 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2639746.250000 Penalty: 4822.897461
	Iteration 16Q: 3 clusters Score -2639746 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2639919.500000 Penalty: 4822.897461
	Iteration 17Q: 3 clusters Score -2639920 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2640098.750000 Penalty: 4822.897461
	Iteration 18Q: 3 clusters Score -2640099 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2640269.500000 Penalty: 4822.897461
	Iteration 19Q: 3 clusters Score -2640270 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2640371.500000 Penalty: 4822.897461
	Iteration 20F: 3 clusters Score -2640372 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2640450.750000 Penalty: 4822.897461
	Iteration 21Q: 3 clusters Score -2640451 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2640504.500000 Penalty: 4822.897461
	Iteration 22Q: 3 clusters Score -2640504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2640551.750000 Penalty: 4822.897461
	Iteration 23Q: 3 clusters Score -2640552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2640579.000000 Penalty: 4822.897461
	Iteration 24Q: 3 clusters Score -2640579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2640598.500000 Penalty: 4822.897461
	Iteration 25Q: 3 clusters Score -2640598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2640614.500000 Penalty: 4822.897461
	Iteration 26Q: 3 clusters Score -2640614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2640630.250000 Penalty: 4822.897461
	Iteration 27Q: 3 clusters Score -2640630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2640635.500000 Penalty: 4822.897461
	Iteration 28Q: 3 clusters Score -2640636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2640639.250000 Penalty: 4822.897461
	Iteration 29Q: 3 clusters Score -2640639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2640642.250000 Penalty: 4822.897461
	Iteration 30Q: 3 clusters Score -2640642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2640646.750000 Penalty: 4822.897461
	Iteration 31Q: 3 clusters Score -2640647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2640653.500000 Penalty: 4822.897461
	Iteration 32Q: 3 clusters Score -2640654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2640664.500000 Penalty: 4822.897461
	Iteration 33Q: 3 clusters Score -2640664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2640664.250000 Penalty: 4822.897461
	Iteration 34Q: 3 clusters Score -2640664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2640667.500000 Penalty: 4822.897461
	Iteration 35Q: 3 clusters Score -2640668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2640672.000000 Penalty: 4822.897461
	Iteration 36Q: 3 clusters Score -2640672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2640677.500000 Penalty: 4822.897461
	Iteration 37Q: 3 clusters Score -2640678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2640676.000000 Penalty: 4822.897461
	Iteration 38Q: 3 clusters Score -2640676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2640683.500000 Penalty: 4822.897461
	Iteration 39Q: 3 clusters Score -2640684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2640682.500000 Penalty: 4822.897461
	Iteration 40F: 3 clusters Score -2640682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2640688.250000 Penalty: 4822.897461
	Iteration 41Q: 3 clusters Score -2640688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2640693.500000 Penalty: 4822.897461
	Iteration 42Q: 3 clusters Score -2640694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2640694.500000 Penalty: 4822.897461
	Iteration 43Q: 3 clusters Score -2640694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2640696.750000 Penalty: 4822.897461
	Iteration 44Q: 3 clusters Score -2640697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2640699.000000 Penalty: 4822.897461
	Iteration 45Q: 3 clusters Score -2640699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2640699.000000 Penalty: 4822.897461
	Iteration 46F: 3 clusters Score -2640699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -56756.746094 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -56756.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -55422.695312 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -55422.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -55637.765625 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -55637.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55749.332031 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -55749.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -55836.851562 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -55836.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55931.789062 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -55931.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56013.101562 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -56013.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56081.929688 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -56081.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56134.226562 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -56134.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56165.882812 Penalty: 2988.829590
	Iteration 8Q: 3 clusters Score -56165.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56175.863281 Penalty: 2988.829590
	Iteration 9Q: 3 clusters Score -56175.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56187.250000 Penalty: 2988.829590
	Iteration 10Q: 3 clusters Score -56187.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56192.386719 Penalty: 2988.829590
	Iteration 11Q: 3 clusters Score -56192.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56196.808594 Penalty: 2988.829590
	Iteration 12Q: 3 clusters Score -56196.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56199.539062 Penalty: 2988.829590
	Iteration 13Q: 3 clusters Score -56199.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56199.539062 Penalty: 2988.829590
	Iteration 14F: 3 clusters Score -56199.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (39629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Entering Unmasked Estep 
Score: -6252458.000000 Penalty: 2625.654541
	Iteration 0F: 2 clusters Score -6252458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -6225531.500000 Penalty: 5251.309082
	Iteration 0F: 3 clusters Score -6225532 nChanged 18166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -6235749.500000 Penalty: 5251.309082
	Iteration 1F: 3 clusters Score -6235750 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -6236369.500000 Penalty: 5251.309082
	Iteration 2Q: 3 clusters Score -6236370 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -6237019.500000 Penalty: 5251.309082
	Iteration 3Q: 3 clusters Score -6237020 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -6237773.000000 Penalty: 5251.309082
	Iteration 4Q: 3 clusters Score -6237773 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -6238746.000000 Penalty: 5251.309082
	Iteration 5Q: 3 clusters Score -6238746 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -6239956.000000 Penalty: 5251.309082
	Iteration 6F: 3 clusters Score -6239956 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -6241574.000000 Penalty: 5251.309082
	Iteration 7F: 3 clusters Score -6241574 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -6243669.000000 Penalty: 5251.309082
	Iteration 8F: 3 clusters Score -6243669 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -6245753.500000 Penalty: 5251.309082
	Iteration 9F: 3 clusters Score -6245754 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -6247602.000000 Penalty: 5251.309082
	Iteration 10F: 3 clusters Score -6247602 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -6248668.500000 Penalty: 5251.309082
	Iteration 11Q: 3 clusters Score -6248668 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -6249159.500000 Penalty: 5251.309082
	Iteration 12Q: 3 clusters Score -6249160 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -6249406.000000 Penalty: 5251.309082
	Iteration 13Q: 3 clusters Score -6249406 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -6249582.500000 Penalty: 5251.309082
	Iteration 14Q: 3 clusters Score -6249582 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -6249658.500000 Penalty: 5251.309082
	Iteration 15Q: 3 clusters Score -6249658 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -6249719.000000 Penalty: 5251.309082
	Iteration 16Q: 3 clusters Score -6249719 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -6249769.500000 Penalty: 5251.309082
	Iteration 17Q: 3 clusters Score -6249770 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -6249793.500000 Penalty: 5251.309082
	Iteration 18Q: 3 clusters Score -6249794 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -6249843.500000 Penalty: 5251.309082
	Iteration 19Q: 3 clusters Score -6249844 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -6249869.000000 Penalty: 5251.309082
	Iteration 20F: 3 clusters Score -6249869 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -6249901.000000 Penalty: 5251.309082
	Iteration 21Q: 3 clusters Score -6249901 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -6249913.000000 Penalty: 5251.309082
	Iteration 22Q: 3 clusters Score -6249913 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -6249925.000000 Penalty: 5251.309082
	Iteration 23Q: 3 clusters Score -6249925 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -6249931.500000 Penalty: 5251.309082
	Iteration 24Q: 3 clusters Score -6249932 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -6249961.500000 Penalty: 5251.309082
	Iteration 25Q: 3 clusters Score -6249962 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -6249990.000000 Penalty: 5251.309082
	Iteration 26Q: 3 clusters Score -6249990 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -6249996.500000 Penalty: 5251.309082
	Iteration 27Q: 3 clusters Score -6249996 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -6250017.500000 Penalty: 5251.309082
	Iteration 28Q: 3 clusters Score -6250018 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -6250070.500000 Penalty: 5251.309082
	Iteration 29Q: 3 clusters Score -6250070 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -6250112.000000 Penalty: 5251.309082
	Iteration 30Q: 3 clusters Score -6250112 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -6250141.500000 Penalty: 5251.309082
	Iteration 31Q: 3 clusters Score -6250142 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -6250185.500000 Penalty: 5251.309082
	Iteration 32Q: 3 clusters Score -6250186 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -6250234.500000 Penalty: 5251.309082
	Iteration 33Q: 3 clusters Score -6250234 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -6250286.000000 Penalty: 5251.309082
	Iteration 34Q: 3 clusters Score -6250286 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -6250340.500000 Penalty: 5251.309082
	Iteration 35Q: 3 clusters Score -6250340 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -6250393.000000 Penalty: 5251.309082
	Iteration 36Q: 3 clusters Score -6250393 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -6250429.000000 Penalty: 5251.309082
	Iteration 37Q: 3 clusters Score -6250429 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -6250470.000000 Penalty: 5251.309082
	Iteration 38Q: 3 clusters Score -6250470 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -6250488.000000 Penalty: 5251.309082
	Iteration 39Q: 3 clusters Score -6250488 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -6250516.500000 Penalty: 5251.309082
	Iteration 40F: 3 clusters Score -6250516 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -6250537.000000 Penalty: 5251.309082
	Iteration 41Q: 3 clusters Score -6250537 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -6250551.500000 Penalty: 5251.309082
	Iteration 42Q: 3 clusters Score -6250552 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -6250588.000000 Penalty: 5251.309082
	Iteration 43Q: 3 clusters Score -6250588 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -6250593.500000 Penalty: 5251.309082
	Iteration 44Q: 3 clusters Score -6250594 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -6250622.000000 Penalty: 5251.309082
	Iteration 45Q: 3 clusters Score -6250622 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -6250643.000000 Penalty: 5251.309082
	Iteration 46Q: 3 clusters Score -6250643 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -6250666.500000 Penalty: 5251.309082
	Iteration 47Q: 3 clusters Score -6250666 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -6250669.000000 Penalty: 5251.309082
	Iteration 48Q: 3 clusters Score -6250669 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -6250667.000000 Penalty: 5251.309082
	Iteration 49Q: 3 clusters Score -6250667 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -6250681.000000 Penalty: 5251.309082
	Iteration 50Q: 3 clusters Score -6250681 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -6250683.500000 Penalty: 5251.309082
	Iteration 51Q: 3 clusters Score -6250684 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -6250701.500000 Penalty: 5251.309082
	Iteration 52Q: 3 clusters Score -6250702 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -6250699.500000 Penalty: 5251.309082
	Iteration 53Q: 3 clusters Score -6250700 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -6250686.500000 Penalty: 5251.309082
	Iteration 54Q: 3 clusters Score -6250686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -6250697.000000 Penalty: 5251.309082
	Iteration 55Q: 3 clusters Score -6250697 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -6250714.000000 Penalty: 5251.309082
	Iteration 56Q: 3 clusters Score -6250714 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -6250724.000000 Penalty: 5251.309082
	Iteration 57Q: 3 clusters Score -6250724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -6250738.500000 Penalty: 5251.309082
	Iteration 58Q: 3 clusters Score -6250738 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -6250763.500000 Penalty: 5251.309082
	Iteration 59Q: 3 clusters Score -6250764 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -6250782.500000 Penalty: 5251.309082
	Iteration 60F: 3 clusters Score -6250782 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -6250785.500000 Penalty: 5251.309082
	Iteration 61Q: 3 clusters Score -6250786 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -6250778.500000 Penalty: 5251.309082
	Iteration 62Q: 3 clusters Score -6250778 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -6250799.000000 Penalty: 5251.309082
	Iteration 63Q: 3 clusters Score -6250799 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -6250802.500000 Penalty: 5251.309082
	Iteration 64Q: 3 clusters Score -6250802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -6250796.500000 Penalty: 5251.309082
	Iteration 65Q: 3 clusters Score -6250796 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -6250815.500000 Penalty: 5251.309082
	Iteration 66Q: 3 clusters Score -6250816 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -6250816.500000 Penalty: 5251.309082
	Iteration 67Q: 3 clusters Score -6250816 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -6250820.500000 Penalty: 5251.309082
	Iteration 68Q: 3 clusters Score -6250820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -6250832.000000 Penalty: 5251.309082
	Iteration 69Q: 3 clusters Score -6250832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -6250836.500000 Penalty: 5251.309082
	Iteration 70Q: 3 clusters Score -6250836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -6250839.000000 Penalty: 5251.309082
	Iteration 71Q: 3 clusters Score -6250839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -6250846.000000 Penalty: 5251.309082
	Iteration 72Q: 3 clusters Score -6250846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -6250842.000000 Penalty: 5251.309082
	Iteration 73Q: 3 clusters Score -6250842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -6250856.000000 Penalty: 5251.309082
	Iteration 74Q: 3 clusters Score -6250856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -6250875.000000 Penalty: 5251.309082
	Iteration 75Q: 3 clusters Score -6250875 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -6250884.000000 Penalty: 5251.309082
	Iteration 76Q: 3 clusters Score -6250884 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -6250887.000000 Penalty: 5251.309082
	Iteration 77Q: 3 clusters Score -6250887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -6250889.000000 Penalty: 5251.309082
	Iteration 78Q: 3 clusters Score -6250889 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -6250885.500000 Penalty: 5251.309082
	Iteration 79Q: 3 clusters Score -6250886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -6250888.000000 Penalty: 5251.309082
	Iteration 80F: 3 clusters Score -6250888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -6250887.500000 Penalty: 5251.309082
	Iteration 81Q: 3 clusters Score -6250888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -6250885.500000 Penalty: 5251.309082
	Iteration 82Q: 3 clusters Score -6250886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -6250887.500000 Penalty: 5251.309082
	Iteration 83Q: 3 clusters Score -6250888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -6250889.500000 Penalty: 5251.309082
	Iteration 84Q: 3 clusters Score -6250890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -6250893.500000 Penalty: 5251.309082
	Iteration 85Q: 3 clusters Score -6250894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -6250894.000000 Penalty: 5251.309082
	Iteration 86Q: 3 clusters Score -6250894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -6250912.500000 Penalty: 5251.309082
	Iteration 87Q: 3 clusters Score -6250912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -6250894.000000 Penalty: 5251.309082
	Iteration 88Q: 3 clusters Score -6250894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -6250888.500000 Penalty: 5251.309082
	Iteration 89Q: 3 clusters Score -6250888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -6250890.500000 Penalty: 5251.309082
	Iteration 90Q: 3 clusters Score -6250890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -6250890.500000 Penalty: 5251.309082
	Iteration 91Q: 3 clusters Score -6250890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -6250886.000000 Penalty: 5251.309082
	Iteration 92Q: 3 clusters Score -6250886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -6250898.000000 Penalty: 5251.309082
	Iteration 93Q: 3 clusters Score -6250898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -6250894.000000 Penalty: 5251.309082
	Iteration 94Q: 3 clusters Score -6250894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -6250901.000000 Penalty: 5251.309082
	Iteration 95Q: 3 clusters Score -6250901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -6250896.500000 Penalty: 5251.309082
	Iteration 96Q: 3 clusters Score -6250896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -6250907.000000 Penalty: 5251.309082
	Iteration 97Q: 3 clusters Score -6250907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -6250901.500000 Penalty: 5251.309082
	Iteration 98Q: 3 clusters Score -6250902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -6250899.500000 Penalty: 5251.309082
	Iteration 99Q: 3 clusters Score -6250900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -6250897.000000 Penalty: 5251.309082
	Iteration 100F: 3 clusters Score -6250897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -6250900.000000 Penalty: 5251.309082
	Iteration 101Q: 3 clusters Score -6250900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -6250895.000000 Penalty: 5251.309082
	Iteration 102Q: 3 clusters Score -6250895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -6250901.500000 Penalty: 5251.309082
	Iteration 103Q: 3 clusters Score -6250902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -6250902.500000 Penalty: 5251.309082
	Iteration 104Q: 3 clusters Score -6250902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -6250907.500000 Penalty: 5251.309082
	Iteration 105Q: 3 clusters Score -6250908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -6250907.500000 Penalty: 5251.309082
	Iteration 106Q: 3 clusters Score -6250908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -6250905.000000 Penalty: 5251.309082
	Iteration 107Q: 3 clusters Score -6250905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -6250899.000000 Penalty: 5251.309082
	Iteration 108Q: 3 clusters Score -6250899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -6250891.500000 Penalty: 5251.309082
	Iteration 109Q: 3 clusters Score -6250892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -6250888.000000 Penalty: 5251.309082
	Iteration 110Q: 3 clusters Score -6250888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -6250885.000000 Penalty: 5251.309082
	Iteration 111Q: 3 clusters Score -6250885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -6250892.500000 Penalty: 5251.309082
	Iteration 112Q: 3 clusters Score -6250892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -6250887.000000 Penalty: 5251.309082
	Iteration 113Q: 3 clusters Score -6250887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -6250890.500000 Penalty: 5251.309082
	Iteration 114Q: 3 clusters Score -6250890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -6250890.500000 Penalty: 5251.309082
	Iteration 115Q: 3 clusters Score -6250890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -6250890.500000 Penalty: 5251.309082
	Iteration 116Q: 3 clusters Score -6250890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -6250890.000000 Penalty: 5251.309082
	Iteration 117Q: 3 clusters Score -6250890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -6250890.500000 Penalty: 5251.309082
	Iteration 118Q: 3 clusters Score -6250890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -6250884.500000 Penalty: 5251.309082
	Iteration 119Q: 3 clusters Score -6250884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -6250887.000000 Penalty: 5251.309082
	Iteration 120F: 3 clusters Score -6250887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -6250888.500000 Penalty: 5251.309082
	Iteration 121Q: 3 clusters Score -6250888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -6250888.000000 Penalty: 5251.309082
	Iteration 122Q: 3 clusters Score -6250888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -6250884.500000 Penalty: 5251.309082
	Iteration 123Q: 3 clusters Score -6250884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -6250885.000000 Penalty: 5251.309082
	Iteration 124Q: 3 clusters Score -6250885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -6250886.000000 Penalty: 5251.309082
	Iteration 125Q: 3 clusters Score -6250886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -6250891.000000 Penalty: 5251.309082
	Iteration 126Q: 3 clusters Score -6250891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -6250891.000000 Penalty: 5251.309082
	Iteration 127F: 3 clusters Score -6250891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Entering Unmasked Estep 
Score: -529809.062500 Penalty: 2022.244873
	Iteration 0F: 2 clusters Score -529809.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -526321.687500 Penalty: 4044.489746
	Iteration 0F: 3 clusters Score -526321.7 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -527172.375000 Penalty: 4044.489746
	Iteration 1F: 3 clusters Score -527172.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -527389.812500 Penalty: 4044.489746
	Iteration 2F: 3 clusters Score -527389.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -527540.312500 Penalty: 4044.489746
	Iteration 3F: 3 clusters Score -527540.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -527665.750000 Penalty: 4044.489746
	Iteration 4Q: 3 clusters Score -527665.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -527806.937500 Penalty: 4044.489746
	Iteration 5Q: 3 clusters Score -527806.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -527942.812500 Penalty: 4044.489746
	Iteration 6Q: 3 clusters Score -527942.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -528072.812500 Penalty: 4044.489746
	Iteration 7Q: 3 clusters Score -528072.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -528211.375000 Penalty: 4044.489746
	Iteration 8Q: 3 clusters Score -528211.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -528328.375000 Penalty: 4044.489746
	Iteration 9Q: 3 clusters Score -528328.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -528448.187500 Penalty: 4044.489746
	Iteration 10Q: 3 clusters Score -528448.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -528572.250000 Penalty: 4044.489746
	Iteration 11Q: 3 clusters Score -528572.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -528735.437500 Penalty: 4044.489746
	Iteration 12Q: 3 clusters Score -528735.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -528887.562500 Penalty: 4044.489746
	Iteration 13Q: 3 clusters Score -528887.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -529014.750000 Penalty: 4044.489746
	Iteration 14Q: 3 clusters Score -529014.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -529088.375000 Penalty: 4044.489746
	Iteration 15Q: 3 clusters Score -529088.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -529125.062500 Penalty: 4044.489746
	Iteration 16Q: 3 clusters Score -529125.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -529161.875000 Penalty: 4044.489746
	Iteration 17Q: 3 clusters Score -529161.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -529194.812500 Penalty: 4044.489746
	Iteration 18Q: 3 clusters Score -529194.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -529228.312500 Penalty: 4044.489746
	Iteration 19Q: 3 clusters Score -529228.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -529272.250000 Penalty: 4044.489746
	Iteration 20F: 3 clusters Score -529272.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -529393.500000 Penalty: 4044.489746
	Iteration 21Q: 3 clusters Score -529393.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -529752.062500 Penalty: 4044.489746
	Iteration 22Q: 3 clusters Score -529752.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -530195.437500 Penalty: 4044.489746
	Iteration 23Q: 3 clusters Score -530195.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -530289.375000 Penalty: 4044.489746
	Iteration 24Q: 3 clusters Score -530289.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -530313.125000 Penalty: 4044.489746
	Iteration 25Q: 3 clusters Score -530313.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -530322.812500 Penalty: 4044.489746
	Iteration 26Q: 3 clusters Score -530322.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -530324.750000 Penalty: 4044.489746
	Iteration 27Q: 3 clusters Score -530324.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -530324.750000 Penalty: 4044.489746
	Iteration 28F: 3 clusters Score -530324.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33211 members 
Mstep: Class 3 contains 111198 members 
Mstep: Class 4 contains 26203 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30393 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11283 members 
Mstep: Class 16 contains 82692 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32376 members 
Mstep: Class 20 contains 4349 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 97583 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8751 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16735 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54533 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19517 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18232 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10991 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 8853 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16707 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39629 members 
Mstep: Class 48 contains 1641 members 
Mstep: Class 49 contains 21188 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11834 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Mstep: Class 55 contains 1837 members 
Entering Unmasked Estep 
Score: -122576752.000000 Penalty: 185416.921875
Splitting cluster 48 changes total score from -122577872.000000 to -122576752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (21188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Entering Unmasked Estep 
Score: -3320172.500000 Penalty: 2470.375244
	Iteration 0F: 2 clusters Score -3320172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3305376.500000 Penalty: 4940.750488
	Iteration 0F: 3 clusters Score -3305376 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3310527.750000 Penalty: 4940.750488
	Iteration 1F: 3 clusters Score -3310528 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -3311111.000000 Penalty: 4940.750488
	Iteration 2F: 3 clusters Score -3311111 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -3311752.000000 Penalty: 4940.750488
	Iteration 3F: 3 clusters Score -3311752 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -3312556.000000 Penalty: 4940.750488
	Iteration 4F: 3 clusters Score -3312556 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -3313452.750000 Penalty: 4940.750488
	Iteration 5F: 3 clusters Score -3313453 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3314346.000000 Penalty: 4940.750488
	Iteration 6F: 3 clusters Score -3314346 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3315030.500000 Penalty: 4940.750488
	Iteration 7F: 3 clusters Score -3315030 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -3315555.500000 Penalty: 4940.750488
	Iteration 8Q: 3 clusters Score -3315556 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -3316034.500000 Penalty: 4940.750488
	Iteration 9Q: 3 clusters Score -3316034 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -3316462.500000 Penalty: 4940.750488
	Iteration 10Q: 3 clusters Score -3316462 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -3316859.500000 Penalty: 4940.750488
	Iteration 11Q: 3 clusters Score -3316860 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -3317177.750000 Penalty: 4940.750488
	Iteration 12Q: 3 clusters Score -3317178 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -3317389.750000 Penalty: 4940.750488
	Iteration 13Q: 3 clusters Score -3317390 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3317528.750000 Penalty: 4940.750488
	Iteration 14Q: 3 clusters Score -3317529 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3317617.500000 Penalty: 4940.750488
	Iteration 15Q: 3 clusters Score -3317618 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -3317697.250000 Penalty: 4940.750488
	Iteration 16Q: 3 clusters Score -3317697 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3317728.250000 Penalty: 4940.750488
	Iteration 17Q: 3 clusters Score -3317728 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3317777.750000 Penalty: 4940.750488
	Iteration 18Q: 3 clusters Score -3317778 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3317801.000000 Penalty: 4940.750488
	Iteration 19Q: 3 clusters Score -3317801 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3317828.250000 Penalty: 4940.750488
	Iteration 20F: 3 clusters Score -3317828 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3317871.500000 Penalty: 4940.750488
	Iteration 21Q: 3 clusters Score -3317872 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3317898.750000 Penalty: 4940.750488
	Iteration 22Q: 3 clusters Score -3317899 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3317921.250000 Penalty: 4940.750488
	Iteration 23Q: 3 clusters Score -3317921 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3317929.500000 Penalty: 4940.750488
	Iteration 24Q: 3 clusters Score -3317930 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3317946.000000 Penalty: 4940.750488
	Iteration 25Q: 3 clusters Score -3317946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3317967.000000 Penalty: 4940.750488
	Iteration 26Q: 3 clusters Score -3317967 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3317975.000000 Penalty: 4940.750488
	Iteration 27Q: 3 clusters Score -3317975 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3317988.750000 Penalty: 4940.750488
	Iteration 28Q: 3 clusters Score -3317989 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3317990.500000 Penalty: 4940.750488
	Iteration 29Q: 3 clusters Score -3317990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -3318002.250000 Penalty: 4940.750488
	Iteration 30Q: 3 clusters Score -3318002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3318027.000000 Penalty: 4940.750488
	Iteration 31Q: 3 clusters Score -3318027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3318034.250000 Penalty: 4940.750488
	Iteration 32Q: 3 clusters Score -3318034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3318037.000000 Penalty: 4940.750488
	Iteration 33Q: 3 clusters Score -3318037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3318039.250000 Penalty: 4940.750488
	Iteration 34Q: 3 clusters Score -3318039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3318055.750000 Penalty: 4940.750488
	Iteration 35Q: 3 clusters Score -3318056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3318059.000000 Penalty: 4940.750488
	Iteration 36Q: 3 clusters Score -3318059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3318066.500000 Penalty: 4940.750488
	Iteration 37Q: 3 clusters Score -3318066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3318067.750000 Penalty: 4940.750488
	Iteration 38Q: 3 clusters Score -3318068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3318077.250000 Penalty: 4940.750488
	Iteration 39Q: 3 clusters Score -3318077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3318085.500000 Penalty: 4940.750488
	Iteration 40F: 3 clusters Score -3318086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3318084.000000 Penalty: 4940.750488
	Iteration 41Q: 3 clusters Score -3318084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3318089.750000 Penalty: 4940.750488
	Iteration 42Q: 3 clusters Score -3318090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3318098.750000 Penalty: 4940.750488
	Iteration 43Q: 3 clusters Score -3318099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3318098.750000 Penalty: 4940.750488
	Iteration 44Q: 3 clusters Score -3318099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3318103.500000 Penalty: 4940.750488
	Iteration 45Q: 3 clusters Score -3318104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3318103.250000 Penalty: 4940.750488
	Iteration 46Q: 3 clusters Score -3318103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3318104.750000 Penalty: 4940.750488
	Iteration 47Q: 3 clusters Score -3318105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3318107.750000 Penalty: 4940.750488
	Iteration 48Q: 3 clusters Score -3318108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3318110.250000 Penalty: 4940.750488
	Iteration 49Q: 3 clusters Score -3318110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3318110.000000 Penalty: 4940.750488
	Iteration 50Q: 3 clusters Score -3318110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -3318111.000000 Penalty: 4940.750488
	Iteration 51Q: 3 clusters Score -3318111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3318118.500000 Penalty: 4940.750488
	Iteration 52Q: 3 clusters Score -3318118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3318122.250000 Penalty: 4940.750488
	Iteration 53Q: 3 clusters Score -3318122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3318124.000000 Penalty: 4940.750488
	Iteration 54Q: 3 clusters Score -3318124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3318134.250000 Penalty: 4940.750488
	Iteration 55Q: 3 clusters Score -3318134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3318133.500000 Penalty: 4940.750488
	Iteration 56Q: 3 clusters Score -3318134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3318145.500000 Penalty: 4940.750488
	Iteration 57Q: 3 clusters Score -3318146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3318149.000000 Penalty: 4940.750488
	Iteration 58Q: 3 clusters Score -3318149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3318151.750000 Penalty: 4940.750488
	Iteration 59Q: 3 clusters Score -3318152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3318161.000000 Penalty: 4940.750488
	Iteration 60F: 3 clusters Score -3318161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3318171.000000 Penalty: 4940.750488
	Iteration 61Q: 3 clusters Score -3318171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3318173.250000 Penalty: 4940.750488
	Iteration 62Q: 3 clusters Score -3318173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3318174.750000 Penalty: 4940.750488
	Iteration 63Q: 3 clusters Score -3318175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3318179.500000 Penalty: 4940.750488
	Iteration 64Q: 3 clusters Score -3318180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3318180.000000 Penalty: 4940.750488
	Iteration 65Q: 3 clusters Score -3318180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3318187.750000 Penalty: 4940.750488
	Iteration 66Q: 3 clusters Score -3318188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3318182.000000 Penalty: 4940.750488
	Iteration 67Q: 3 clusters Score -3318182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3318193.000000 Penalty: 4940.750488
	Iteration 68Q: 3 clusters Score -3318193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3318200.000000 Penalty: 4940.750488
	Iteration 69Q: 3 clusters Score -3318200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3318196.500000 Penalty: 4940.750488
	Iteration 70Q: 3 clusters Score -3318196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3318210.750000 Penalty: 4940.750488
	Iteration 71Q: 3 clusters Score -3318211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3318208.250000 Penalty: 4940.750488
	Iteration 72Q: 3 clusters Score -3318208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3318217.000000 Penalty: 4940.750488
	Iteration 73Q: 3 clusters Score -3318217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3318214.750000 Penalty: 4940.750488
	Iteration 74Q: 3 clusters Score -3318215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3318215.250000 Penalty: 4940.750488
	Iteration 75Q: 3 clusters Score -3318215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3318224.250000 Penalty: 4940.750488
	Iteration 76Q: 3 clusters Score -3318224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3318220.750000 Penalty: 4940.750488
	Iteration 77Q: 3 clusters Score -3318221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3318230.250000 Penalty: 4940.750488
	Iteration 78Q: 3 clusters Score -3318230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3318234.250000 Penalty: 4940.750488
	Iteration 79Q: 3 clusters Score -3318234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3318237.750000 Penalty: 4940.750488
	Iteration 80F: 3 clusters Score -3318238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3318244.500000 Penalty: 4940.750488
	Iteration 81Q: 3 clusters Score -3318244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3318249.000000 Penalty: 4940.750488
	Iteration 82Q: 3 clusters Score -3318249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3318251.750000 Penalty: 4940.750488
	Iteration 83Q: 3 clusters Score -3318252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3318253.500000 Penalty: 4940.750488
	Iteration 84Q: 3 clusters Score -3318254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3318259.500000 Penalty: 4940.750488
	Iteration 85Q: 3 clusters Score -3318260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3318260.500000 Penalty: 4940.750488
	Iteration 86Q: 3 clusters Score -3318260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3318265.750000 Penalty: 4940.750488
	Iteration 87Q: 3 clusters Score -3318266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3318266.750000 Penalty: 4940.750488
	Iteration 88Q: 3 clusters Score -3318267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3318267.500000 Penalty: 4940.750488
	Iteration 89Q: 3 clusters Score -3318268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3318280.250000 Penalty: 4940.750488
	Iteration 90Q: 3 clusters Score -3318280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3318281.750000 Penalty: 4940.750488
	Iteration 91Q: 3 clusters Score -3318282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3318289.500000 Penalty: 4940.750488
	Iteration 92Q: 3 clusters Score -3318290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3318288.250000 Penalty: 4940.750488
	Iteration 93Q: 3 clusters Score -3318288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3318287.500000 Penalty: 4940.750488
	Iteration 94Q: 3 clusters Score -3318288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3318288.750000 Penalty: 4940.750488
	Iteration 95Q: 3 clusters Score -3318289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3318296.500000 Penalty: 4940.750488
	Iteration 96Q: 3 clusters Score -3318296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3318294.000000 Penalty: 4940.750488
	Iteration 97Q: 3 clusters Score -3318294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3318305.000000 Penalty: 4940.750488
	Iteration 98Q: 3 clusters Score -3318305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3318307.500000 Penalty: 4940.750488
	Iteration 99Q: 3 clusters Score -3318308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3318317.500000 Penalty: 4940.750488
	Iteration 100F: 3 clusters Score -3318318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3318317.000000 Penalty: 4940.750488
	Iteration 101Q: 3 clusters Score -3318317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3318320.250000 Penalty: 4940.750488
	Iteration 102Q: 3 clusters Score -3318320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3318320.750000 Penalty: 4940.750488
	Iteration 103Q: 3 clusters Score -3318321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3318325.500000 Penalty: 4940.750488
	Iteration 104Q: 3 clusters Score -3318326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3318323.500000 Penalty: 4940.750488
	Iteration 105Q: 3 clusters Score -3318324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3318329.500000 Penalty: 4940.750488
	Iteration 106Q: 3 clusters Score -3318330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3318325.750000 Penalty: 4940.750488
	Iteration 107Q: 3 clusters Score -3318326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3318326.500000 Penalty: 4940.750488
	Iteration 108Q: 3 clusters Score -3318326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3318324.500000 Penalty: 4940.750488
	Iteration 109Q: 3 clusters Score -3318324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3318324.500000 Penalty: 4940.750488
	Iteration 110F: 3 clusters Score -3318324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -559082.750000 Penalty: 2033.330811
	Iteration 0F: 2 clusters Score -559082.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -555439.312500 Penalty: 4066.661621
	Iteration 0F: 3 clusters Score -555439.3 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -556317.937500 Penalty: 4066.661621
	Iteration 1F: 3 clusters Score -556317.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -556608.250000 Penalty: 4066.661621
	Iteration 2F: 3 clusters Score -556608.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -556789.500000 Penalty: 4066.661621
	Iteration 3F: 3 clusters Score -556789.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -556940.625000 Penalty: 4066.661621
	Iteration 4Q: 3 clusters Score -556940.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -557076.750000 Penalty: 4066.661621
	Iteration 5Q: 3 clusters Score -557076.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -557189.062500 Penalty: 4066.661621
	Iteration 6Q: 3 clusters Score -557189.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -557265.312500 Penalty: 4066.661621
	Iteration 7Q: 3 clusters Score -557265.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -557341.750000 Penalty: 4066.661621
	Iteration 8Q: 3 clusters Score -557341.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -557411.437500 Penalty: 4066.661621
	Iteration 9Q: 3 clusters Score -557411.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -557480.687500 Penalty: 4066.661621
	Iteration 10Q: 3 clusters Score -557480.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -557547.812500 Penalty: 4066.661621
	Iteration 11Q: 3 clusters Score -557547.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -557615.375000 Penalty: 4066.661621
	Iteration 12Q: 3 clusters Score -557615.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -557676.687500 Penalty: 4066.661621
	Iteration 13Q: 3 clusters Score -557676.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -557728.250000 Penalty: 4066.661621
	Iteration 14Q: 3 clusters Score -557728.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -557782.875000 Penalty: 4066.661621
	Iteration 15Q: 3 clusters Score -557782.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -557834.187500 Penalty: 4066.661621
	Iteration 16Q: 3 clusters Score -557834.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -557875.375000 Penalty: 4066.661621
	Iteration 17Q: 3 clusters Score -557875.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -557905.812500 Penalty: 4066.661621
	Iteration 18Q: 3 clusters Score -557905.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -557933.500000 Penalty: 4066.661621
	Iteration 19Q: 3 clusters Score -557933.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -557959.375000 Penalty: 4066.661621
	Iteration 20F: 3 clusters Score -557959.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -557974.562500 Penalty: 4066.661621
	Iteration 21Q: 3 clusters Score -557974.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -557986.187500 Penalty: 4066.661621
	Iteration 22Q: 3 clusters Score -557986.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -557997.187500 Penalty: 4066.661621
	Iteration 23Q: 3 clusters Score -557997.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -558014.062500 Penalty: 4066.661621
	Iteration 24Q: 3 clusters Score -558014.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -558029.875000 Penalty: 4066.661621
	Iteration 25Q: 3 clusters Score -558029.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -558041.750000 Penalty: 4066.661621
	Iteration 26Q: 3 clusters Score -558041.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -558052.437500 Penalty: 4066.661621
	Iteration 27Q: 3 clusters Score -558052.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -558064.500000 Penalty: 4066.661621
	Iteration 28Q: 3 clusters Score -558064.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -558076.562500 Penalty: 4066.661621
	Iteration 29Q: 3 clusters Score -558076.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -558089.500000 Penalty: 4066.661621
	Iteration 30Q: 3 clusters Score -558089.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -558095.437500 Penalty: 4066.661621
	Iteration 31Q: 3 clusters Score -558095.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -558101.000000 Penalty: 4066.661621
	Iteration 32Q: 3 clusters Score -558101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -558107.000000 Penalty: 4066.661621
	Iteration 33Q: 3 clusters Score -558107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -558110.812500 Penalty: 4066.661621
	Iteration 34Q: 3 clusters Score -558110.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -558116.187500 Penalty: 4066.661621
	Iteration 35Q: 3 clusters Score -558116.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -558132.812500 Penalty: 4066.661621
	Iteration 36Q: 3 clusters Score -558132.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -558152.250000 Penalty: 4066.661621
	Iteration 37Q: 3 clusters Score -558152.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -558160.187500 Penalty: 4066.661621
	Iteration 38Q: 3 clusters Score -558160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -558166.250000 Penalty: 4066.661621
	Iteration 39Q: 3 clusters Score -558166.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -558171.500000 Penalty: 4066.661621
	Iteration 40F: 3 clusters Score -558171.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -558174.125000 Penalty: 4066.661621
	Iteration 41Q: 3 clusters Score -558174.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -558175.125000 Penalty: 4066.661621
	Iteration 42Q: 3 clusters Score -558175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -558175.687500 Penalty: 4066.661621
	Iteration 43Q: 3 clusters Score -558175.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -558178.062500 Penalty: 4066.661621
	Iteration 44Q: 3 clusters Score -558178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -558181.187500 Penalty: 4066.661621
	Iteration 45Q: 3 clusters Score -558181.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -558182.562500 Penalty: 4066.661621
	Iteration 46Q: 3 clusters Score -558182.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -558184.500000 Penalty: 4066.661621
	Iteration 47Q: 3 clusters Score -558184.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -558189.500000 Penalty: 4066.661621
	Iteration 48Q: 3 clusters Score -558189.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -558197.125000 Penalty: 4066.661621
	Iteration 49Q: 3 clusters Score -558197.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -558198.437500 Penalty: 4066.661621
	Iteration 50Q: 3 clusters Score -558198.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -558199.125000 Penalty: 4066.661621
	Iteration 51Q: 3 clusters Score -558199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -558201.375000 Penalty: 4066.661621
	Iteration 52Q: 3 clusters Score -558201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -558201.375000 Penalty: 4066.661621
	Iteration 53F: 3 clusters Score -558201.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -594457.187500 Penalty: 2047.380981
	Iteration 0F: 2 clusters Score -594457.2 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 1906 members 
Entering Unmasked Estep 
Score: -590685.750000 Penalty: 4094.761963
	Iteration 0F: 3 clusters Score -590685.8 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -591541.187500 Penalty: 4094.761963
	Iteration 1F: 3 clusters Score -591541.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -591758.250000 Penalty: 4094.761963
	Iteration 2F: 3 clusters Score -591758.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -591896.687500 Penalty: 4094.761963
	Iteration 3F: 3 clusters Score -591896.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -591978.312500 Penalty: 4094.761963
	Iteration 4Q: 3 clusters Score -591978.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -592046.250000 Penalty: 4094.761963
	Iteration 5Q: 3 clusters Score -592046.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -592107.187500 Penalty: 4094.761963
	Iteration 6Q: 3 clusters Score -592107.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -592171.062500 Penalty: 4094.761963
	Iteration 7Q: 3 clusters Score -592171.1 nChanged 73
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: -592225.437500 Penalty: 4094.761963
	Iteration 8Q: 3 clusters Score -592225.4 nChanged 80
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: -592285.500000 Penalty: 4094.761963
	Iteration 9Q: 3 clusters Score -592285.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -592354.125000 Penalty: 4094.761963
	Iteration 10Q: 3 clusters Score -592354.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -592435.625000 Penalty: 4094.761963
	Iteration 11Q: 3 clusters Score -592435.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -592522.625000 Penalty: 4094.761963
	Iteration 12Q: 3 clusters Score -592522.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -592610.125000 Penalty: 4094.761963
	Iteration 13Q: 3 clusters Score -592610.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -592695.625000 Penalty: 4094.761963
	Iteration 14Q: 3 clusters Score -592695.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -592829.250000 Penalty: 4094.761963
	Iteration 15Q: 3 clusters Score -592829.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -593024.625000 Penalty: 4094.761963
	Iteration 16Q: 3 clusters Score -593024.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -593260.875000 Penalty: 4094.761963
	Iteration 17Q: 3 clusters Score -593260.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -593462.125000 Penalty: 4094.761963
	Iteration 18Q: 3 clusters Score -593462.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -593625.812500 Penalty: 4094.761963
	Iteration 19Q: 3 clusters Score -593625.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -593747.562500 Penalty: 4094.761963
	Iteration 20F: 3 clusters Score -593747.6 nChanged 57
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: -593834.687500 Penalty: 4094.761963
	Iteration 21Q: 3 clusters Score -593834.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -593885.875000 Penalty: 4094.761963
	Iteration 22Q: 3 clusters Score -593885.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -593919.125000 Penalty: 4094.761963
	Iteration 23Q: 3 clusters Score -593919.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -593938.312500 Penalty: 4094.761963
	Iteration 24Q: 3 clusters Score -593938.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -593946.937500 Penalty: 4094.761963
	Iteration 25Q: 3 clusters Score -593946.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -593953.250000 Penalty: 4094.761963
	Iteration 26Q: 3 clusters Score -593953.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -593957.125000 Penalty: 4094.761963
	Iteration 27Q: 3 clusters Score -593957.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -593960.750000 Penalty: 4094.761963
	Iteration 28Q: 3 clusters Score -593960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -593960.750000 Penalty: 4094.761963
	Iteration 29Q: 3 clusters Score -593960.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -593960.750000 Penalty: 4094.761963
	Iteration 30F: 3 clusters Score -593960.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (11834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Entering Unmasked Estep 
Score: -1922649.375000 Penalty: 2325.925537
	Iteration 0F: 2 clusters Score -1922649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1913795.000000 Penalty: 4651.851074
	Iteration 0F: 3 clusters Score -1913795 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1916451.125000 Penalty: 4651.851074
	Iteration 1F: 3 clusters Score -1916451 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1916740.250000 Penalty: 4651.851074
	Iteration 2F: 3 clusters Score -1916740 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1916904.000000 Penalty: 4651.851074
	Iteration 3Q: 3 clusters Score -1916904 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1917030.875000 Penalty: 4651.851074
	Iteration 4Q: 3 clusters Score -1917031 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1917131.750000 Penalty: 4651.851074
	Iteration 5Q: 3 clusters Score -1917132 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1917211.500000 Penalty: 4651.851074
	Iteration 6Q: 3 clusters Score -1917212 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1917275.500000 Penalty: 4651.851074
	Iteration 7Q: 3 clusters Score -1917276 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1917339.750000 Penalty: 4651.851074
	Iteration 8Q: 3 clusters Score -1917340 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1917403.500000 Penalty: 4651.851074
	Iteration 9Q: 3 clusters Score -1917404 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1917476.750000 Penalty: 4651.851074
	Iteration 10Q: 3 clusters Score -1917477 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1917561.125000 Penalty: 4651.851074
	Iteration 11Q: 3 clusters Score -1917561 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1917664.750000 Penalty: 4651.851074
	Iteration 12Q: 3 clusters Score -1917665 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1917801.875000 Penalty: 4651.851074
	Iteration 13Q: 3 clusters Score -1917802 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1917983.000000 Penalty: 4651.851074
	Iteration 14Q: 3 clusters Score -1917983 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1918244.375000 Penalty: 4651.851074
	Iteration 15Q: 3 clusters Score -1918244 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1918559.375000 Penalty: 4651.851074
	Iteration 16Q: 3 clusters Score -1918559 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1918915.000000 Penalty: 4651.851074
	Iteration 17Q: 3 clusters Score -1918915 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1919324.125000 Penalty: 4651.851074
	Iteration 18Q: 3 clusters Score -1919324 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1919664.125000 Penalty: 4651.851074
	Iteration 19Q: 3 clusters Score -1919664 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1919969.250000 Penalty: 4651.851074
	Iteration 20F: 3 clusters Score -1919969 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1920186.625000 Penalty: 4651.851074
	Iteration 21Q: 3 clusters Score -1920187 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1920318.750000 Penalty: 4651.851074
	Iteration 22Q: 3 clusters Score -1920319 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1920389.375000 Penalty: 4651.851074
	Iteration 23Q: 3 clusters Score -1920389 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1920444.125000 Penalty: 4651.851074
	Iteration 24Q: 3 clusters Score -1920444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1920498.000000 Penalty: 4651.851074
	Iteration 25Q: 3 clusters Score -1920498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1920532.125000 Penalty: 4651.851074
	Iteration 26Q: 3 clusters Score -1920532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1920557.500000 Penalty: 4651.851074
	Iteration 27Q: 3 clusters Score -1920558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1920567.125000 Penalty: 4651.851074
	Iteration 28Q: 3 clusters Score -1920567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1920579.375000 Penalty: 4651.851074
	Iteration 29Q: 3 clusters Score -1920579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1920584.500000 Penalty: 4651.851074
	Iteration 30Q: 3 clusters Score -1920584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1920586.625000 Penalty: 4651.851074
	Iteration 31Q: 3 clusters Score -1920587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1920589.625000 Penalty: 4651.851074
	Iteration 32Q: 3 clusters Score -1920590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1920590.750000 Penalty: 4651.851074
	Iteration 33Q: 3 clusters Score -1920591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1920594.625000 Penalty: 4651.851074
	Iteration 34Q: 3 clusters Score -1920595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1920601.750000 Penalty: 4651.851074
	Iteration 35Q: 3 clusters Score -1920602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1920604.000000 Penalty: 4651.851074
	Iteration 36Q: 3 clusters Score -1920604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1920604.375000 Penalty: 4651.851074
	Iteration 37Q: 3 clusters Score -1920604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1920606.875000 Penalty: 4651.851074
	Iteration 38Q: 3 clusters Score -1920607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1920608.125000 Penalty: 4651.851074
	Iteration 39Q: 3 clusters Score -1920608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1920611.500000 Penalty: 4651.851074
	Iteration 40F: 3 clusters Score -1920612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1920612.375000 Penalty: 4651.851074
	Iteration 41Q: 3 clusters Score -1920612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1920617.375000 Penalty: 4651.851074
	Iteration 42Q: 3 clusters Score -1920617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1920617.375000 Penalty: 4651.851074
	Iteration 43F: 3 clusters Score -1920617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -150110.968750 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -150111 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 523 members 
Entering Unmasked Estep 
Score: -148185.593750 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -148185.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -148458.078125 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -148458.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -148544.109375 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -148544.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -148593.578125 Penalty: 3417.742188
	Iteration 3Q: 3 clusters Score -148593.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -148619.093750 Penalty: 3417.742188
	Iteration 4Q: 3 clusters Score -148619.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -148633.453125 Penalty: 3417.742188
	Iteration 5Q: 3 clusters Score -148633.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -148644.921875 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -148644.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -148653.343750 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -148653.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -148660.718750 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -148660.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -148661.765625 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -148661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -148664.875000 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -148664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -148672.828125 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -148672.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -148681.468750 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -148681.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -148685.125000 Penalty: 3417.742188
	Iteration 13Q: 3 clusters Score -148685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -148685.125000 Penalty: 3417.742188
	Iteration 14F: 3 clusters Score -148685.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Entering Unmasked Estep 
Score: -383529.437500 Penalty: 1961.917480
	Iteration 0F: 2 clusters Score -383529.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -380456.437500 Penalty: 3923.834961
	Iteration 0F: 3 clusters Score -380456.4 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -381139.062500 Penalty: 3923.834961
	Iteration 1F: 3 clusters Score -381139.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -381422.968750 Penalty: 3923.834961
	Iteration 2F: 3 clusters Score -381423 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -381662.718750 Penalty: 3923.834961
	Iteration 3F: 3 clusters Score -381662.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -381833.750000 Penalty: 3923.834961
	Iteration 4F: 3 clusters Score -381833.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -381982.125000 Penalty: 3923.834961
	Iteration 5Q: 3 clusters Score -381982.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -382077.187500 Penalty: 3923.834961
	Iteration 6Q: 3 clusters Score -382077.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -382152.750000 Penalty: 3923.834961
	Iteration 7Q: 3 clusters Score -382152.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -382186.781250 Penalty: 3923.834961
	Iteration 8Q: 3 clusters Score -382186.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -382214.843750 Penalty: 3923.834961
	Iteration 9Q: 3 clusters Score -382214.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -382235.718750 Penalty: 3923.834961
	Iteration 10Q: 3 clusters Score -382235.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -382255.937500 Penalty: 3923.834961
	Iteration 11Q: 3 clusters Score -382255.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -382265.906250 Penalty: 3923.834961
	Iteration 12Q: 3 clusters Score -382265.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -382274.843750 Penalty: 3923.834961
	Iteration 13Q: 3 clusters Score -382274.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -382286.968750 Penalty: 3923.834961
	Iteration 14Q: 3 clusters Score -382287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -382300.656250 Penalty: 3923.834961
	Iteration 15Q: 3 clusters Score -382300.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -382312.031250 Penalty: 3923.834961
	Iteration 16Q: 3 clusters Score -382312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -382319.906250 Penalty: 3923.834961
	Iteration 17Q: 3 clusters Score -382319.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -382324.750000 Penalty: 3923.834961
	Iteration 18Q: 3 clusters Score -382324.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -382331.781250 Penalty: 3923.834961
	Iteration 19Q: 3 clusters Score -382331.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -382340.062500 Penalty: 3923.834961
	Iteration 20F: 3 clusters Score -382340.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -382346.656250 Penalty: 3923.834961
	Iteration 21Q: 3 clusters Score -382346.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -382352.562500 Penalty: 3923.834961
	Iteration 22Q: 3 clusters Score -382352.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -382357.687500 Penalty: 3923.834961
	Iteration 23Q: 3 clusters Score -382357.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -382359.187500 Penalty: 3923.834961
	Iteration 24Q: 3 clusters Score -382359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -382360.218750 Penalty: 3923.834961
	Iteration 25Q: 3 clusters Score -382360.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -382360.218750 Penalty: 3923.834961
	Iteration 26F: 3 clusters Score -382360.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33211 members 
Mstep: Class 3 contains 111198 members 
Mstep: Class 4 contains 26203 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30393 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11283 members 
Mstep: Class 16 contains 82692 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32376 members 
Mstep: Class 20 contains 4349 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 97583 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8751 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16735 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54533 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19517 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18232 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10991 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 8853 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16707 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39629 members 
Mstep: Class 48 contains 3478 members 
Mstep: Class 49 contains 21188 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11834 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577856.000000 Penalty: 182045.718750
Iteration 199Q: 55 clusters Score -1.225779e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33210 members 
Mstep: Class 3 contains 111143 members 
Mstep: Class 4 contains 26204 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 5591 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30393 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11282 members 
Mstep: Class 16 contains 82733 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 4350 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 97584 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8750 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16736 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54529 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19520 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18234 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10992 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 8852 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16707 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39627 members 
Mstep: Class 48 contains 3478 members 
Mstep: Class 49 contains 21190 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11837 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577760.000000 Penalty: 182045.718750
Iteration 200F: 55 clusters Score -1.225778e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33213 members 
Mstep: Class 3 contains 111083 members 
Mstep: Class 4 contains 26204 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 5593 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30392 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11280 members 
Mstep: Class 16 contains 82771 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32391 members 
Mstep: Class 20 contains 4351 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 97590 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16737 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54525 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19522 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18234 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10992 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 8855 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16707 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39628 members 
Mstep: Class 48 contains 3478 members 
Mstep: Class 49 contains 21194 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11838 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577760.000000 Penalty: 182045.718750
Iteration 201Q: 55 clusters Score -1.225778e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33211 members 
Mstep: Class 3 contains 111040 members 
Mstep: Class 4 contains 26203 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 5599 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 30389 members 
Mstep: Class 14 contains 5900 members 
Mstep: Class 15 contains 11278 members 
Mstep: Class 16 contains 82797 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32399 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7340 members 
Mstep: Class 22 contains 97588 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8750 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16737 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54526 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19522 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18234 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10992 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 8858 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16709 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39627 members 
Mstep: Class 48 contains 3478 members 
Mstep: Class 49 contains 21198 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3849 members 
Mstep: Class 52 contains 11840 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577640.000000 Penalty: 182045.718750
Iteration 202Q: 55 clusters Score -1.225776e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33208 members 
Mstep: Class 3 contains 110997 members 
Mstep: Class 4 contains 26203 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 5604 members 
Mstep: Class 12 contains 3991 members 
Mstep: Class 13 contains 30388 members 
Mstep: Class 14 contains 5898 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 82820 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32409 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 97593 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8751 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16737 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54524 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19524 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18234 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10992 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 8858 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16710 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39626 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21202 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11841 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577688.000000 Penalty: 182045.718750
Iteration 203Q: 55 clusters Score -1.225777e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33204 members 
Mstep: Class 3 contains 110964 members 
Mstep: Class 4 contains 26202 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15960 members 
Mstep: Class 11 contains 5604 members 
Mstep: Class 12 contains 3989 members 
Mstep: Class 13 contains 30386 members 
Mstep: Class 14 contains 5898 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 82840 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32422 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 97593 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8751 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16737 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54525 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19525 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18234 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10992 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 8860 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16711 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39625 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21204 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11842 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577720.000000 Penalty: 182045.718750
Iteration 204Q: 55 clusters Score -1.225777e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33205 members 
Mstep: Class 3 contains 110932 members 
Mstep: Class 4 contains 26202 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15959 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 30385 members 
Mstep: Class 14 contains 5898 members 
Mstep: Class 15 contains 11274 members 
Mstep: Class 16 contains 82859 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32428 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 97594 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16738 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54529 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19527 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18234 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 8859 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16711 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39622 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21206 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11842 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577712.000000 Penalty: 182045.718750
Iteration 205Q: 55 clusters Score -1.225777e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33204 members 
Mstep: Class 3 contains 110903 members 
Mstep: Class 4 contains 26202 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 30384 members 
Mstep: Class 14 contains 5899 members 
Mstep: Class 15 contains 11273 members 
Mstep: Class 16 contains 82876 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32433 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 97595 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8751 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16738 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54531 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19526 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18235 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 8858 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16712 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39621 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21208 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11846 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577736.000000 Penalty: 182045.718750
Iteration 206Q: 55 clusters Score -1.225777e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33201 members 
Mstep: Class 3 contains 110858 members 
Mstep: Class 4 contains 26201 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5605 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 30385 members 
Mstep: Class 14 contains 5900 members 
Mstep: Class 15 contains 11273 members 
Mstep: Class 16 contains 82911 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32440 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 97594 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8750 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16738 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54530 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19527 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18235 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3710 members 
Mstep: Class 43 contains 8859 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16715 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39619 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21207 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11852 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577728.000000 Penalty: 182045.718750
Iteration 207Q: 55 clusters Score -1.225777e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33201 members 
Mstep: Class 3 contains 110819 members 
Mstep: Class 4 contains 26201 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 3988 members 
Mstep: Class 13 contains 30385 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11273 members 
Mstep: Class 16 contains 82936 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32449 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7342 members 
Mstep: Class 22 contains 97592 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8750 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16737 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54525 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19526 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18235 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3709 members 
Mstep: Class 43 contains 8860 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16717 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39617 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21207 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11863 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577744.000000 Penalty: 182045.718750
Iteration 208Q: 55 clusters Score -1.225777e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33198 members 
Mstep: Class 3 contains 110776 members 
Mstep: Class 4 contains 26201 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 3987 members 
Mstep: Class 13 contains 30385 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11273 members 
Mstep: Class 16 contains 82965 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32457 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 97594 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8750 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16737 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54525 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19528 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18237 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8860 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39618 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21208 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11869 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577792.000000 Penalty: 182045.718750
Iteration 209Q: 55 clusters Score -1.225778e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33199 members 
Mstep: Class 3 contains 110740 members 
Mstep: Class 4 contains 26201 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 3986 members 
Mstep: Class 13 contains 30383 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11274 members 
Mstep: Class 16 contains 82994 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32465 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7340 members 
Mstep: Class 22 contains 97587 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16737 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54523 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19528 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18238 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8860 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39617 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21207 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11881 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577824.000000 Penalty: 182045.718750
Iteration 210Q: 55 clusters Score -1.225778e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33197 members 
Mstep: Class 3 contains 110712 members 
Mstep: Class 4 contains 26201 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11274 members 
Mstep: Class 16 contains 83017 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32473 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 97584 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16737 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54521 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19528 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18238 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8860 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16718 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39616 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21205 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11889 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577744.000000 Penalty: 182045.718750
Iteration 211Q: 55 clusters Score -1.225777e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33197 members 
Mstep: Class 3 contains 110680 members 
Mstep: Class 4 contains 26203 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 3982 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11274 members 
Mstep: Class 16 contains 83045 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32484 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97579 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54521 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19524 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18237 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8860 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16718 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39616 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21204 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11893 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577736.000000 Penalty: 182045.718750
Iteration 212Q: 55 clusters Score -1.225777e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33197 members 
Mstep: Class 3 contains 110633 members 
Mstep: Class 4 contains 26205 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11274 members 
Mstep: Class 16 contains 83082 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32487 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7340 members 
Mstep: Class 22 contains 97581 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16737 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54517 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19526 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18240 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 975 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8861 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16717 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39615 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21203 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11897 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577792.000000 Penalty: 182045.718750
Iteration 213Q: 55 clusters Score -1.225778e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33197 members 
Mstep: Class 3 contains 110597 members 
Mstep: Class 4 contains 26205 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 3978 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11274 members 
Mstep: Class 16 contains 83110 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32493 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7340 members 
Mstep: Class 22 contains 97581 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8748 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16737 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54516 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19530 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18241 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8862 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16717 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39611 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21203 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11901 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577744.000000 Penalty: 182045.718750
Iteration 214Q: 55 clusters Score -1.225777e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33197 members 
Mstep: Class 3 contains 110569 members 
Mstep: Class 4 contains 26204 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5791 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 3979 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 83128 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32499 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97580 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8747 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16736 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54517 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19530 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18243 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8862 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39611 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21203 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11908 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577752.000000 Penalty: 182045.718750
Iteration 215Q: 55 clusters Score -1.225778e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33195 members 
Mstep: Class 3 contains 110552 members 
Mstep: Class 4 contains 26205 members 
Mstep: Class 5 contains 6987 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5791 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5611 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 83145 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32496 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7338 members 
Mstep: Class 22 contains 97579 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8748 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16737 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54517 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19532 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8863 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39606 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21201 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11913 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577832.000000 Penalty: 182045.718750
Iteration 216Q: 55 clusters Score -1.225778e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33193 members 
Mstep: Class 3 contains 110530 members 
Mstep: Class 4 contains 26206 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5791 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30381 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 83163 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32494 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7338 members 
Mstep: Class 22 contains 97578 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54517 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19534 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8863 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39601 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21202 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11918 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577864.000000 Penalty: 182045.718750
Iteration 217Q: 55 clusters Score -1.225779e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33193 members 
Mstep: Class 3 contains 110512 members 
Mstep: Class 4 contains 26207 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5791 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 83174 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32497 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7338 members 
Mstep: Class 22 contains 97572 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54511 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19538 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8863 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39599 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21203 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11930 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577936.000000 Penalty: 182045.718750
Iteration 218Q: 55 clusters Score -1.225779e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33193 members 
Mstep: Class 3 contains 110502 members 
Mstep: Class 4 contains 26207 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 83187 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32495 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7338 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54510 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19541 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8863 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39597 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21204 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11931 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122578040.000000 Penalty: 182045.718750
Iteration 219Q: 55 clusters Score -1.22578e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33193 members 
Mstep: Class 3 contains 110496 members 
Mstep: Class 4 contains 26207 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11277 members 
Mstep: Class 16 contains 83198 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32495 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7338 members 
Mstep: Class 22 contains 97566 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54506 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19542 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8863 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39594 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21204 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11935 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577944.000000 Penalty: 182045.718750
Iteration 220F: 55 clusters Score -1.225779e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33193 members 
Mstep: Class 3 contains 110486 members 
Mstep: Class 4 contains 26207 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11277 members 
Mstep: Class 16 contains 83206 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32493 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7338 members 
Mstep: Class 22 contains 97565 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54506 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19542 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8863 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39593 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21205 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11940 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577880.000000 Penalty: 182045.718750
Iteration 221Q: 55 clusters Score -1.225779e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33193 members 
Mstep: Class 3 contains 110481 members 
Mstep: Class 4 contains 26207 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11277 members 
Mstep: Class 16 contains 83210 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32494 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97563 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54505 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19542 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18241 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10993 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8863 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39593 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21205 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11944 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577880.000000 Penalty: 182045.718750
Iteration 222Q: 55 clusters Score -1.225779e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33193 members 
Mstep: Class 3 contains 110473 members 
Mstep: Class 4 contains 26207 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 83218 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32494 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 97561 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54503 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19541 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18240 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10994 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8863 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39593 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21205 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11947 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577872.000000 Penalty: 182045.718750
Iteration 223Q: 55 clusters Score -1.225779e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110466 members 
Mstep: Class 4 contains 26207 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15960 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 83227 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32493 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 97561 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54502 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19541 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18241 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10995 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8863 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39593 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21204 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11948 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577880.000000 Penalty: 182045.718750
Iteration 224Q: 55 clusters Score -1.225779e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33194 members 
Mstep: Class 3 contains 110452 members 
Mstep: Class 4 contains 26207 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15960 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 83239 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32491 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 97560 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54497 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19542 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10995 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8864 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39593 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21204 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11953 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577864.000000 Penalty: 182045.718750
Iteration 225Q: 55 clusters Score -1.225779e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33193 members 
Mstep: Class 3 contains 110442 members 
Mstep: Class 4 contains 26207 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15960 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 83250 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32489 members 
Mstep: Class 20 contains 4352 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 97560 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54498 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19542 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10995 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8865 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39593 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21203 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11954 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577808.000000 Penalty: 182045.718750
Iteration 226Q: 55 clusters Score -1.225778e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110435 members 
Mstep: Class 4 contains 26208 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15960 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 83258 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32487 members 
Mstep: Class 20 contains 4353 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 97559 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54497 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19542 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10995 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8866 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39593 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21203 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11955 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577792.000000 Penalty: 182045.718750
Iteration 227Q: 55 clusters Score -1.225778e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110426 members 
Mstep: Class 4 contains 26208 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15960 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 83267 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32485 members 
Mstep: Class 20 contains 4354 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 97560 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54495 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19542 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10995 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8867 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39593 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21203 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11956 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577808.000000 Penalty: 182045.718750
Iteration 228Q: 55 clusters Score -1.225778e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110416 members 
Mstep: Class 4 contains 26209 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15960 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 83275 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32482 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 97565 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54493 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10995 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8869 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39593 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21202 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11957 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577776.000000 Penalty: 182045.718750
Iteration 229Q: 55 clusters Score -1.225778e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110401 members 
Mstep: Class 4 contains 26210 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15960 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 83286 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32483 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 97567 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54492 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10995 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8868 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16716 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39593 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21202 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11959 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577768.000000 Penalty: 182045.718750
Iteration 230Q: 55 clusters Score -1.225778e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110382 members 
Mstep: Class 4 contains 26210 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 83296 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32485 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 97568 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54491 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19539 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10996 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8868 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16717 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39593 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21203 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11963 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577720.000000 Penalty: 182045.718750
Iteration 231Q: 55 clusters Score -1.225777e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33191 members 
Mstep: Class 3 contains 110369 members 
Mstep: Class 4 contains 26211 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 83308 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32484 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 97569 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54489 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19539 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10997 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8870 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16718 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39592 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21203 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11964 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577720.000000 Penalty: 182045.718750
Iteration 232Q: 55 clusters Score -1.225777e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33191 members 
Mstep: Class 3 contains 110352 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30377 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 83316 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32483 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8749 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54491 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19538 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10997 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8871 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16720 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39591 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21206 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11968 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577720.000000 Penalty: 182045.718750
Iteration 233Q: 55 clusters Score -1.225777e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33191 members 
Mstep: Class 3 contains 110341 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5613 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30375 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 83324 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32479 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 97568 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8750 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54494 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19538 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10998 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8872 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16723 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39591 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21206 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11970 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577752.000000 Penalty: 182045.718750
Iteration 234Q: 55 clusters Score -1.225778e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33191 members 
Mstep: Class 3 contains 110324 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15961 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30376 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 83333 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32476 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7340 members 
Mstep: Class 22 contains 97568 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8751 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54495 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19539 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8872 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16724 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39590 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21205 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11977 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577792.000000 Penalty: 182045.718750
Iteration 235Q: 55 clusters Score -1.225778e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33191 members 
Mstep: Class 3 contains 110313 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15960 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30377 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 83339 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32476 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7340 members 
Mstep: Class 22 contains 97564 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8751 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54496 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19539 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18242 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8872 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16725 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39589 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21206 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11985 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577832.000000 Penalty: 182045.718750
Iteration 236Q: 55 clusters Score -1.225778e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33191 members 
Mstep: Class 3 contains 110290 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15963 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30376 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 83352 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32478 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97565 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8751 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54493 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18243 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8872 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16728 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39588 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21206 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11989 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577832.000000 Penalty: 182045.718750
Iteration 237Q: 55 clusters Score -1.225778e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33190 members 
Mstep: Class 3 contains 110272 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15964 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30376 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 83367 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32479 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97566 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54490 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8872 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39588 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21206 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11991 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577880.000000 Penalty: 182045.718750
Iteration 238Q: 55 clusters Score -1.225779e+08 nChanged 22
Entering ConstructFrom: 
Score: -122577880.000000 Penalty: 182045.718750
Entering ConstructFrom: 
Trying to split cluster 1 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -51290.609375 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -51290.61 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 198 members 
Entering Unmasked Estep 
Score: -50094.351562 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -50094.35 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50260.375000 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -50260.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50360.984375 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -50360.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50422.000000 Penalty: 2938.430908
	Iteration 3Q: 3 clusters Score -50422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50477.261719 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -50477.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50505.101562 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -50505.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50515.046875 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -50515.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50527.859375 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -50527.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50541.226562 Penalty: 2938.430908
	Iteration 8Q: 3 clusters Score -50541.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50551.394531 Penalty: 2938.430908
	Iteration 9Q: 3 clusters Score -50551.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50552.859375 Penalty: 2938.430908
	Iteration 10Q: 3 clusters Score -50552.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50562.542969 Penalty: 2938.430908
	Iteration 11Q: 3 clusters Score -50562.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50568.207031 Penalty: 2938.430908
	Iteration 12Q: 3 clusters Score -50568.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50574.929688 Penalty: 2938.430908
	Iteration 13Q: 3 clusters Score -50574.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50580.875000 Penalty: 2938.430908
	Iteration 14Q: 3 clusters Score -50580.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50580.875000 Penalty: 2938.430908
	Iteration 15F: 3 clusters Score -50580.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Entering Unmasked Estep 
Score: -5219934.000000 Penalty: 2581.680908
	Iteration 0F: 2 clusters Score -5219934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -5197339.000000 Penalty: 5163.361816
	Iteration 0F: 3 clusters Score -5197339 nChanged 14940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -5205510.000000 Penalty: 5163.361816
	Iteration 1F: 3 clusters Score -5205510 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -5206017.500000 Penalty: 5163.361816
	Iteration 2Q: 3 clusters Score -5206018 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -5206503.500000 Penalty: 5163.361816
	Iteration 3Q: 3 clusters Score -5206504 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -5206976.500000 Penalty: 5163.361816
	Iteration 4Q: 3 clusters Score -5206976 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -5207532.500000 Penalty: 5163.361816
	Iteration 5Q: 3 clusters Score -5207532 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -5208178.500000 Penalty: 5163.361816
	Iteration 6Q: 3 clusters Score -5208178 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -5208873.500000 Penalty: 5163.361816
	Iteration 7Q: 3 clusters Score -5208874 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -5209581.500000 Penalty: 5163.361816
	Iteration 8Q: 3 clusters Score -5209582 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -5210360.500000 Penalty: 5163.361816
	Iteration 9Q: 3 clusters Score -5210360 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -5211260.500000 Penalty: 5163.361816
	Iteration 10Q: 3 clusters Score -5211260 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -5212331.000000 Penalty: 5163.361816
	Iteration 11F: 3 clusters Score -5212331 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -5213455.000000 Penalty: 5163.361816
	Iteration 12F: 3 clusters Score -5213455 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -5214631.500000 Penalty: 5163.361816
	Iteration 13Q: 3 clusters Score -5214632 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -5215712.000000 Penalty: 5163.361816
	Iteration 14Q: 3 clusters Score -5215712 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -5216635.000000 Penalty: 5163.361816
	Iteration 15Q: 3 clusters Score -5216635 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5217279.500000 Penalty: 5163.361816
	Iteration 16Q: 3 clusters Score -5217280 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5217701.500000 Penalty: 5163.361816
	Iteration 17Q: 3 clusters Score -5217702 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5218015.500000 Penalty: 5163.361816
	Iteration 18Q: 3 clusters Score -5218016 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5218239.500000 Penalty: 5163.361816
	Iteration 19Q: 3 clusters Score -5218240 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5218387.000000 Penalty: 5163.361816
	Iteration 20F: 3 clusters Score -5218387 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5218484.000000 Penalty: 5163.361816
	Iteration 21Q: 3 clusters Score -5218484 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5218555.500000 Penalty: 5163.361816
	Iteration 22Q: 3 clusters Score -5218556 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5218597.000000 Penalty: 5163.361816
	Iteration 23Q: 3 clusters Score -5218597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5218613.500000 Penalty: 5163.361816
	Iteration 24Q: 3 clusters Score -5218614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5218633.500000 Penalty: 5163.361816
	Iteration 25Q: 3 clusters Score -5218634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5218640.000000 Penalty: 5163.361816
	Iteration 26Q: 3 clusters Score -5218640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5218648.500000 Penalty: 5163.361816
	Iteration 27Q: 3 clusters Score -5218648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5218669.000000 Penalty: 5163.361816
	Iteration 28Q: 3 clusters Score -5218669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5218683.000000 Penalty: 5163.361816
	Iteration 29Q: 3 clusters Score -5218683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5218681.500000 Penalty: 5163.361816
	Iteration 30Q: 3 clusters Score -5218682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5218674.000000 Penalty: 5163.361816
	Iteration 31Q: 3 clusters Score -5218674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5218675.500000 Penalty: 5163.361816
	Iteration 32Q: 3 clusters Score -5218676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5218677.500000 Penalty: 5163.361816
	Iteration 33Q: 3 clusters Score -5218678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5218679.500000 Penalty: 5163.361816
	Iteration 34Q: 3 clusters Score -5218680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5218679.500000 Penalty: 5163.361816
	Iteration 35F: 3 clusters Score -5218680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (110264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110264 members 
Entering Unmasked Estep 
Score: -16903434.000000 Penalty: 2879.437012
	Iteration 0F: 2 clusters Score -1.690343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55195 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -16830216.000000 Penalty: 5758.874023
	Iteration 0F: 3 clusters Score -1.683022e+07 nChanged 52344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -16860480.000000 Penalty: 5758.874023
	Iteration 1F: 3 clusters Score -1.686048e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -16861642.000000 Penalty: 5758.874023
	Iteration 2Q: 3 clusters Score -1.686164e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -16862852.000000 Penalty: 5758.874023
	Iteration 3Q: 3 clusters Score -1.686285e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -16864510.000000 Penalty: 5758.874023
	Iteration 4Q: 3 clusters Score -1.686451e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -16866538.000000 Penalty: 5758.874023
	Iteration 5Q: 3 clusters Score -1.686654e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -16869220.000000 Penalty: 5758.874023
	Iteration 6F: 3 clusters Score -1.686922e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -16872894.000000 Penalty: 5758.874023
	Iteration 7F: 3 clusters Score -1.687289e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79434 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -16877554.000000 Penalty: 5758.874023
	Iteration 8F: 3 clusters Score -1.687755e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85650 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -16883012.000000 Penalty: 5758.874023
	Iteration 9F: 3 clusters Score -1.688301e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91260 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -16888122.000000 Penalty: 5758.874023
	Iteration 10F: 3 clusters Score -1.688812e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95668 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -16892250.000000 Penalty: 5758.874023
	Iteration 11Q: 3 clusters Score -1.689225e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98852 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -16895088.000000 Penalty: 5758.874023
	Iteration 12Q: 3 clusters Score -1.689509e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101098 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -16896858.000000 Penalty: 5758.874023
	Iteration 13Q: 3 clusters Score -1.689686e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102756 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -16897970.000000 Penalty: 5758.874023
	Iteration 14Q: 3 clusters Score -1.689797e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104083 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -16898840.000000 Penalty: 5758.874023
	Iteration 15Q: 3 clusters Score -1.689884e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105128 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -16899398.000000 Penalty: 5758.874023
	Iteration 16Q: 3 clusters Score -1.68994e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105984 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -16899918.000000 Penalty: 5758.874023
	Iteration 17Q: 3 clusters Score -1.689992e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106653 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -16900332.000000 Penalty: 5758.874023
	Iteration 18Q: 3 clusters Score -1.690033e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107176 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -16900596.000000 Penalty: 5758.874023
	Iteration 19Q: 3 clusters Score -1.69006e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107546 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -16900786.000000 Penalty: 5758.874023
	Iteration 20F: 3 clusters Score -1.690079e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107836 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -16900904.000000 Penalty: 5758.874023
	Iteration 21Q: 3 clusters Score -1.69009e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108065 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -16901038.000000 Penalty: 5758.874023
	Iteration 22Q: 3 clusters Score -1.690104e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108239 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -16901114.000000 Penalty: 5758.874023
	Iteration 23Q: 3 clusters Score -1.690111e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108372 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -16901198.000000 Penalty: 5758.874023
	Iteration 24Q: 3 clusters Score -1.69012e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108457 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -16901228.000000 Penalty: 5758.874023
	Iteration 25Q: 3 clusters Score -1.690123e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108522 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -16901266.000000 Penalty: 5758.874023
	Iteration 26Q: 3 clusters Score -1.690127e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108583 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -16901276.000000 Penalty: 5758.874023
	Iteration 27Q: 3 clusters Score -1.690128e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108626 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -16901304.000000 Penalty: 5758.874023
	Iteration 28Q: 3 clusters Score -1.69013e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108676 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -16901322.000000 Penalty: 5758.874023
	Iteration 29Q: 3 clusters Score -1.690132e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108715 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -16901326.000000 Penalty: 5758.874023
	Iteration 30Q: 3 clusters Score -1.690133e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108754 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -16901354.000000 Penalty: 5758.874023
	Iteration 31Q: 3 clusters Score -1.690135e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108783 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -16901368.000000 Penalty: 5758.874023
	Iteration 32Q: 3 clusters Score -1.690137e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108810 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -16901376.000000 Penalty: 5758.874023
	Iteration 33Q: 3 clusters Score -1.690138e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108837 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -16901410.000000 Penalty: 5758.874023
	Iteration 34Q: 3 clusters Score -1.690141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108849 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -16901410.000000 Penalty: 5758.874023
	Iteration 35Q: 3 clusters Score -1.690141e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108861 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -16901410.000000 Penalty: 5758.874023
	Iteration 36Q: 3 clusters Score -1.690141e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -16901400.000000 Penalty: 5758.874023
	Iteration 37Q: 3 clusters Score -1.69014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -16901408.000000 Penalty: 5758.874023
	Iteration 38Q: 3 clusters Score -1.690141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -16901418.000000 Penalty: 5758.874023
	Iteration 39Q: 3 clusters Score -1.690142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108910 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -16901430.000000 Penalty: 5758.874023
	Iteration 40F: 3 clusters Score -1.690143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108916 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -16901428.000000 Penalty: 5758.874023
	Iteration 41Q: 3 clusters Score -1.690143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108918 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -16901438.000000 Penalty: 5758.874023
	Iteration 42Q: 3 clusters Score -1.690144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108919 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -16901436.000000 Penalty: 5758.874023
	Iteration 43Q: 3 clusters Score -1.690144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108918 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -16901438.000000 Penalty: 5758.874023
	Iteration 44Q: 3 clusters Score -1.690144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108919 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -16901436.000000 Penalty: 5758.874023
	Iteration 45Q: 3 clusters Score -1.690144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108920 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -16901428.000000 Penalty: 5758.874023
	Iteration 46Q: 3 clusters Score -1.690143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108920 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -16901428.000000 Penalty: 5758.874023
	Iteration 47F: 3 clusters Score -1.690143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Entering Unmasked Estep 
Score: -4255921.000000 Penalty: 2523.145264
	Iteration 0F: 2 clusters Score -4255921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -4238070.000000 Penalty: 5046.290527
	Iteration 0F: 3 clusters Score -4238070 nChanged 11552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -4244361.000000 Penalty: 5046.290527
	Iteration 1F: 3 clusters Score -4244361 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -4244911.000000 Penalty: 5046.290527
	Iteration 2F: 3 clusters Score -4244911 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4245501.000000 Penalty: 5046.290527
	Iteration 3F: 3 clusters Score -4245501 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -4246125.000000 Penalty: 5046.290527
	Iteration 4F: 3 clusters Score -4246125 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -4246899.500000 Penalty: 5046.290527
	Iteration 5F: 3 clusters Score -4246900 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -4247726.500000 Penalty: 5046.290527
	Iteration 6F: 3 clusters Score -4247726 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4248590.000000 Penalty: 5046.290527
	Iteration 7F: 3 clusters Score -4248590 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -4249430.500000 Penalty: 5046.290527
	Iteration 8F: 3 clusters Score -4249430 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -4250215.000000 Penalty: 5046.290527
	Iteration 9Q: 3 clusters Score -4250215 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -4250876.500000 Penalty: 5046.290527
	Iteration 10Q: 3 clusters Score -4250876 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -4251465.500000 Penalty: 5046.290527
	Iteration 11Q: 3 clusters Score -4251466 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -4252071.000000 Penalty: 5046.290527
	Iteration 12Q: 3 clusters Score -4252071 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -4252623.500000 Penalty: 5046.290527
	Iteration 13Q: 3 clusters Score -4252624 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -4253111.000000 Penalty: 5046.290527
	Iteration 14Q: 3 clusters Score -4253111 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -4253536.500000 Penalty: 5046.290527
	Iteration 15Q: 3 clusters Score -4253536 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -4253791.000000 Penalty: 5046.290527
	Iteration 16Q: 3 clusters Score -4253791 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -4253950.500000 Penalty: 5046.290527
	Iteration 17Q: 3 clusters Score -4253950 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -4254050.000000 Penalty: 5046.290527
	Iteration 18Q: 3 clusters Score -4254050 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -4254120.000000 Penalty: 5046.290527
	Iteration 19Q: 3 clusters Score -4254120 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -4254159.500000 Penalty: 5046.290527
	Iteration 20F: 3 clusters Score -4254160 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -4254182.000000 Penalty: 5046.290527
	Iteration 21Q: 3 clusters Score -4254182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -4254194.500000 Penalty: 5046.290527
	Iteration 22Q: 3 clusters Score -4254194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -4254194.000000 Penalty: 5046.290527
	Iteration 23Q: 3 clusters Score -4254194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -4254214.500000 Penalty: 5046.290527
	Iteration 24Q: 3 clusters Score -4254214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -4254218.000000 Penalty: 5046.290527
	Iteration 25Q: 3 clusters Score -4254218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -4254218.500000 Penalty: 5046.290527
	Iteration 26Q: 3 clusters Score -4254218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -4254221.000000 Penalty: 5046.290527
	Iteration 27Q: 3 clusters Score -4254221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -4254224.000000 Penalty: 5046.290527
	Iteration 28Q: 3 clusters Score -4254224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -4254226.500000 Penalty: 5046.290527
	Iteration 29Q: 3 clusters Score -4254226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4254230.500000 Penalty: 5046.290527
	Iteration 30Q: 3 clusters Score -4254230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -4254236.500000 Penalty: 5046.290527
	Iteration 31Q: 3 clusters Score -4254236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -4254237.000000 Penalty: 5046.290527
	Iteration 32Q: 3 clusters Score -4254237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -4254232.000000 Penalty: 5046.290527
	Iteration 33Q: 3 clusters Score -4254232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -4254236.500000 Penalty: 5046.290527
	Iteration 34Q: 3 clusters Score -4254236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -4254241.000000 Penalty: 5046.290527
	Iteration 35Q: 3 clusters Score -4254241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -4254255.500000 Penalty: 5046.290527
	Iteration 36Q: 3 clusters Score -4254256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -4254264.000000 Penalty: 5046.290527
	Iteration 37Q: 3 clusters Score -4254264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -4254261.000000 Penalty: 5046.290527
	Iteration 38Q: 3 clusters Score -4254261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -4254268.000000 Penalty: 5046.290527
	Iteration 39Q: 3 clusters Score -4254268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -4254271.000000 Penalty: 5046.290527
	Iteration 40F: 3 clusters Score -4254271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -4254275.000000 Penalty: 5046.290527
	Iteration 41Q: 3 clusters Score -4254275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -4254268.500000 Penalty: 5046.290527
	Iteration 42Q: 3 clusters Score -4254268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -4254269.500000 Penalty: 5046.290527
	Iteration 43Q: 3 clusters Score -4254270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -4254273.000000 Penalty: 5046.290527
	Iteration 44Q: 3 clusters Score -4254273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -4254280.500000 Penalty: 5046.290527
	Iteration 45Q: 3 clusters Score -4254280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -4254279.000000 Penalty: 5046.290527
	Iteration 46Q: 3 clusters Score -4254279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -4254278.500000 Penalty: 5046.290527
	Iteration 47Q: 3 clusters Score -4254278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -4254278.500000 Penalty: 5046.290527
	Iteration 48F: 3 clusters Score -4254278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Entering Unmasked Estep 
Score: -1036843.500000 Penalty: 2195.212646
	Iteration 0F: 2 clusters Score -1036844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1031155.312500 Penalty: 4390.425293
	Iteration 0F: 3 clusters Score -1031155 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1032829.312500 Penalty: 4390.425293
	Iteration 1F: 3 clusters Score -1032829 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1033188.875000 Penalty: 4390.425293
	Iteration 2F: 3 clusters Score -1033189 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1033538.625000 Penalty: 4390.425293
	Iteration 3F: 3 clusters Score -1033539 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1033886.000000 Penalty: 4390.425293
	Iteration 4F: 3 clusters Score -1033886 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1034310.562500 Penalty: 4390.425293
	Iteration 5F: 3 clusters Score -1034311 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1034773.500000 Penalty: 4390.425293
	Iteration 6F: 3 clusters Score -1034774 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1035151.375000 Penalty: 4390.425293
	Iteration 7F: 3 clusters Score -1035151 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1035399.687500 Penalty: 4390.425293
	Iteration 8Q: 3 clusters Score -1035400 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1035586.187500 Penalty: 4390.425293
	Iteration 9Q: 3 clusters Score -1035586 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1035713.937500 Penalty: 4390.425293
	Iteration 10Q: 3 clusters Score -1035714 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1035805.625000 Penalty: 4390.425293
	Iteration 11Q: 3 clusters Score -1035806 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1035873.312500 Penalty: 4390.425293
	Iteration 12Q: 3 clusters Score -1035873 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1035945.250000 Penalty: 4390.425293
	Iteration 13Q: 3 clusters Score -1035945 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1036024.500000 Penalty: 4390.425293
	Iteration 14Q: 3 clusters Score -1036024 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1036118.062500 Penalty: 4390.425293
	Iteration 15Q: 3 clusters Score -1036118 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1036220.250000 Penalty: 4390.425293
	Iteration 16Q: 3 clusters Score -1036220 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1036331.312500 Penalty: 4390.425293
	Iteration 17Q: 3 clusters Score -1036331 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1036449.000000 Penalty: 4390.425293
	Iteration 18Q: 3 clusters Score -1036449 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1036558.625000 Penalty: 4390.425293
	Iteration 19Q: 3 clusters Score -1036559 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1036638.187500 Penalty: 4390.425293
	Iteration 20F: 3 clusters Score -1036638 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1036721.875000 Penalty: 4390.425293
	Iteration 21Q: 3 clusters Score -1036722 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1036802.250000 Penalty: 4390.425293
	Iteration 22Q: 3 clusters Score -1036802 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1036858.187500 Penalty: 4390.425293
	Iteration 23Q: 3 clusters Score -1036858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1036910.000000 Penalty: 4390.425293
	Iteration 24Q: 3 clusters Score -1036910 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1036972.687500 Penalty: 4390.425293
	Iteration 25Q: 3 clusters Score -1036973 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1037040.250000 Penalty: 4390.425293
	Iteration 26Q: 3 clusters Score -1037040 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1037118.375000 Penalty: 4390.425293
	Iteration 27Q: 3 clusters Score -1037118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1037247.125000 Penalty: 4390.425293
	Iteration 28Q: 3 clusters Score -1037247 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1037395.875000 Penalty: 4390.425293
	Iteration 29Q: 3 clusters Score -1037396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1037504.312500 Penalty: 4390.425293
	Iteration 30Q: 3 clusters Score -1037504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1037544.750000 Penalty: 4390.425293
	Iteration 31Q: 3 clusters Score -1037545 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1037567.250000 Penalty: 4390.425293
	Iteration 32Q: 3 clusters Score -1037567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1037581.937500 Penalty: 4390.425293
	Iteration 33Q: 3 clusters Score -1037582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1037589.125000 Penalty: 4390.425293
	Iteration 34Q: 3 clusters Score -1037589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1037591.187500 Penalty: 4390.425293
	Iteration 35Q: 3 clusters Score -1037591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1037594.937500 Penalty: 4390.425293
	Iteration 36Q: 3 clusters Score -1037595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1037598.437500 Penalty: 4390.425293
	Iteration 37Q: 3 clusters Score -1037598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1037601.937500 Penalty: 4390.425293
	Iteration 38Q: 3 clusters Score -1037602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1037603.375000 Penalty: 4390.425293
	Iteration 39Q: 3 clusters Score -1037603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1037605.125000 Penalty: 4390.425293
	Iteration 40F: 3 clusters Score -1037605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33190 members 
Mstep: Class 3 contains 110264 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 1174 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30378 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 83370 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32479 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97565 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54491 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19539 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8872 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39587 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21207 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11994 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Mstep: Class 55 contains 5812 members 
Entering Unmasked Estep 
Score: -122577296.000000 Penalty: 185416.921875
Splitting cluster 5 changes total score from -122577880.000000 to -122577296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -91989.765625 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -91989.77 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 335 members 
Entering Unmasked Estep 
Score: -90367.468750 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -90367.47 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90608.351562 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -90608.35 nChanged 42
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: -90704.195312 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -90704.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90759.195312 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -90759.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -90791.171875 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -90791.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -90807.640625 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -90807.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -90828.101562 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -90828.1 nChanged 9
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: -90843.023438 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -90843.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90845.929688 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -90845.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90855.250000 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -90855.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90870.820312 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -90870.82 nChanged 4
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: -90884.710938 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -90884.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -90923.546875 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -90923.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91013.945312 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -91013.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91240.789062 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -91240.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -91528.117188 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -91528.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -91613.664062 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -91613.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91695.093750 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -91695.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -91772.421875 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -91772.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -91847.281250 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -91847.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -91908.023438 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -91908.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -91967.992188 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -91967.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -92001.203125 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -92001.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -92012.046875 Penalty: 3198.649170
	Iteration 23Q: 3 clusters Score -92012.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -92022.968750 Penalty: 3198.649170
	Iteration 24Q: 3 clusters Score -92022.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -92026.695312 Penalty: 3198.649170
	Iteration 25Q: 3 clusters Score -92026.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -92028.320312 Penalty: 3198.649170
	Iteration 26Q: 3 clusters Score -92028.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -92030.210938 Penalty: 3198.649170
	Iteration 27Q: 3 clusters Score -92030.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -92030.210938 Penalty: 3198.649170
	Iteration 28F: 3 clusters Score -92030.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33190 members 
Mstep: Class 3 contains 110264 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 437 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30378 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 83370 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32479 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97565 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54491 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19539 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8872 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39587 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21207 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11994 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Mstep: Class 55 contains 195 members 
Entering Unmasked Estep 
Score: -122576136.000000 Penalty: 185416.921875
Splitting cluster 6 changes total score from -122577880.000000 to -122576136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Entering Unmasked Estep 
Score: -568588.125000 Penalty: 2027.884644
	Iteration 0F: 2 clusters Score -568588.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -564970.937500 Penalty: 4055.769287
	Iteration 0F: 3 clusters Score -564970.9 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -565777.875000 Penalty: 4055.769287
	Iteration 1F: 3 clusters Score -565777.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -566065.250000 Penalty: 4055.769287
	Iteration 2F: 3 clusters Score -566065.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -566385.812500 Penalty: 4055.769287
	Iteration 3F: 3 clusters Score -566385.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -566809.187500 Penalty: 4055.769287
	Iteration 4F: 3 clusters Score -566809.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -567192.625000 Penalty: 4055.769287
	Iteration 5F: 3 clusters Score -567192.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -567543.312500 Penalty: 4055.769287
	Iteration 6F: 3 clusters Score -567543.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -567770.812500 Penalty: 4055.769287
	Iteration 7F: 3 clusters Score -567770.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -567867.687500 Penalty: 4055.769287
	Iteration 8Q: 3 clusters Score -567867.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -567923.500000 Penalty: 4055.769287
	Iteration 9Q: 3 clusters Score -567923.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -567955.562500 Penalty: 4055.769287
	Iteration 10Q: 3 clusters Score -567955.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -567973.125000 Penalty: 4055.769287
	Iteration 11Q: 3 clusters Score -567973.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -567979.687500 Penalty: 4055.769287
	Iteration 12Q: 3 clusters Score -567979.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -567982.937500 Penalty: 4055.769287
	Iteration 13Q: 3 clusters Score -567982.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -567984.437500 Penalty: 4055.769287
	Iteration 14Q: 3 clusters Score -567984.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -567986.187500 Penalty: 4055.769287
	Iteration 15Q: 3 clusters Score -567986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -567986.187500 Penalty: 4055.769287
	Iteration 16Q: 3 clusters Score -567986.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -567986.187500 Penalty: 4055.769287
	Iteration 17F: 3 clusters Score -567986.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Entering Unmasked Estep 
Score: -908124.250000 Penalty: 2148.644287
	Iteration 0F: 2 clusters Score -908124.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -903129.437500 Penalty: 4297.288574
	Iteration 0F: 3 clusters Score -903129.4 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -904444.500000 Penalty: 4297.288574
	Iteration 1F: 3 clusters Score -904444.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -904809.000000 Penalty: 4297.288574
	Iteration 2F: 3 clusters Score -904809 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -905135.937500 Penalty: 4297.288574
	Iteration 3F: 3 clusters Score -905135.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -905383.187500 Penalty: 4297.288574
	Iteration 4F: 3 clusters Score -905383.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -905547.000000 Penalty: 4297.288574
	Iteration 5Q: 3 clusters Score -905547 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -905663.625000 Penalty: 4297.288574
	Iteration 6Q: 3 clusters Score -905663.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -905759.000000 Penalty: 4297.288574
	Iteration 7Q: 3 clusters Score -905759 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -905822.312500 Penalty: 4297.288574
	Iteration 8Q: 3 clusters Score -905822.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -905870.187500 Penalty: 4297.288574
	Iteration 9Q: 3 clusters Score -905870.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -905913.687500 Penalty: 4297.288574
	Iteration 10Q: 3 clusters Score -905913.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -905939.062500 Penalty: 4297.288574
	Iteration 11Q: 3 clusters Score -905939.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -905958.625000 Penalty: 4297.288574
	Iteration 12Q: 3 clusters Score -905958.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -905972.125000 Penalty: 4297.288574
	Iteration 13Q: 3 clusters Score -905972.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -905994.937500 Penalty: 4297.288574
	Iteration 14Q: 3 clusters Score -905994.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -906002.875000 Penalty: 4297.288574
	Iteration 15Q: 3 clusters Score -906002.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -906012.062500 Penalty: 4297.288574
	Iteration 16Q: 3 clusters Score -906012.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -906022.500000 Penalty: 4297.288574
	Iteration 17Q: 3 clusters Score -906022.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -906032.687500 Penalty: 4297.288574
	Iteration 18Q: 3 clusters Score -906032.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -906041.250000 Penalty: 4297.288574
	Iteration 19Q: 3 clusters Score -906041.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -906054.937500 Penalty: 4297.288574
	Iteration 20F: 3 clusters Score -906054.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -906063.250000 Penalty: 4297.288574
	Iteration 21Q: 3 clusters Score -906063.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -906071.000000 Penalty: 4297.288574
	Iteration 22Q: 3 clusters Score -906071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -906083.000000 Penalty: 4297.288574
	Iteration 23Q: 3 clusters Score -906083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -906090.437500 Penalty: 4297.288574
	Iteration 24Q: 3 clusters Score -906090.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -906092.687500 Penalty: 4297.288574
	Iteration 25Q: 3 clusters Score -906092.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -906098.062500 Penalty: 4297.288574
	Iteration 26Q: 3 clusters Score -906098.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -906099.562500 Penalty: 4297.288574
	Iteration 27Q: 3 clusters Score -906099.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -906103.250000 Penalty: 4297.288574
	Iteration 28Q: 3 clusters Score -906103.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -906106.875000 Penalty: 4297.288574
	Iteration 29Q: 3 clusters Score -906106.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -906109.625000 Penalty: 4297.288574
	Iteration 30Q: 3 clusters Score -906109.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -906116.062500 Penalty: 4297.288574
	Iteration 31Q: 3 clusters Score -906116.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -906116.937500 Penalty: 4297.288574
	Iteration 32Q: 3 clusters Score -906116.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -906120.562500 Penalty: 4297.288574
	Iteration 33Q: 3 clusters Score -906120.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -906122.187500 Penalty: 4297.288574
	Iteration 34Q: 3 clusters Score -906122.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -906124.625000 Penalty: 4297.288574
	Iteration 35Q: 3 clusters Score -906124.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -906126.500000 Penalty: 4297.288574
	Iteration 36Q: 3 clusters Score -906126.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -906126.937500 Penalty: 4297.288574
	Iteration 37Q: 3 clusters Score -906126.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -906129.187500 Penalty: 4297.288574
	Iteration 38Q: 3 clusters Score -906129.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -906129.562500 Penalty: 4297.288574
	Iteration 39Q: 3 clusters Score -906129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -906130.312500 Penalty: 4297.288574
	Iteration 40F: 3 clusters Score -906130.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -906130.687500 Penalty: 4297.288574
	Iteration 41Q: 3 clusters Score -906130.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -906130.687500 Penalty: 4297.288574
	Iteration 42F: 3 clusters Score -906130.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -72348.179688 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -72348.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -70838.507812 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -70838.51 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71029.664062 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -71029.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -71090.921875 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -71090.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -71121.625000 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -71121.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -71139.656250 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -71139.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -71162.546875 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -71162.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -71196.875000 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -71196.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71221.726562 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -71221.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71233.570312 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -71233.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -71242.664062 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -71242.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -71256.070312 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -71256.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71276.804688 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -71276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -71286.914062 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -71286.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -71315.500000 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -71315.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -71345.351562 Penalty: 3073.436279
	Iteration 14Q: 3 clusters Score -71345.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -71365.687500 Penalty: 3073.436279
	Iteration 15Q: 3 clusters Score -71365.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -71412.328125 Penalty: 3073.436279
	Iteration 16Q: 3 clusters Score -71412.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71444.492188 Penalty: 3073.436279
	Iteration 17Q: 3 clusters Score -71444.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -71456.656250 Penalty: 3073.436279
	Iteration 18Q: 3 clusters Score -71456.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71461.453125 Penalty: 3073.436279
	Iteration 19Q: 3 clusters Score -71461.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71461.453125 Penalty: 3073.436279
	Iteration 20F: 3 clusters Score -71461.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Entering Unmasked Estep 
Score: -2559764.000000 Penalty: 2400.182129
	Iteration 0F: 2 clusters Score -2559764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2548185.500000 Penalty: 4800.364258
	Iteration 0F: 3 clusters Score -2548186 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2551851.000000 Penalty: 4800.364258
	Iteration 1F: 3 clusters Score -2551851 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2552194.000000 Penalty: 4800.364258
	Iteration 2F: 3 clusters Score -2552194 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2552457.250000 Penalty: 4800.364258
	Iteration 3Q: 3 clusters Score -2552457 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2552646.500000 Penalty: 4800.364258
	Iteration 4Q: 3 clusters Score -2552646 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2552830.500000 Penalty: 4800.364258
	Iteration 5Q: 3 clusters Score -2552830 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2553035.250000 Penalty: 4800.364258
	Iteration 6Q: 3 clusters Score -2553035 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2553267.250000 Penalty: 4800.364258
	Iteration 7Q: 3 clusters Score -2553267 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2553608.500000 Penalty: 4800.364258
	Iteration 8Q: 3 clusters Score -2553608 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2554198.250000 Penalty: 4800.364258
	Iteration 9F: 3 clusters Score -2554198 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2555015.000000 Penalty: 4800.364258
	Iteration 10F: 3 clusters Score -2555015 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2555987.250000 Penalty: 4800.364258
	Iteration 11F: 3 clusters Score -2555987 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2556792.250000 Penalty: 4800.364258
	Iteration 12F: 3 clusters Score -2556792 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2557271.000000 Penalty: 4800.364258
	Iteration 13Q: 3 clusters Score -2557271 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2557524.250000 Penalty: 4800.364258
	Iteration 14Q: 3 clusters Score -2557524 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2557687.500000 Penalty: 4800.364258
	Iteration 15Q: 3 clusters Score -2557688 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2557810.250000 Penalty: 4800.364258
	Iteration 16Q: 3 clusters Score -2557810 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2557933.750000 Penalty: 4800.364258
	Iteration 17Q: 3 clusters Score -2557934 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2558066.750000 Penalty: 4800.364258
	Iteration 18Q: 3 clusters Score -2558067 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2558151.250000 Penalty: 4800.364258
	Iteration 19Q: 3 clusters Score -2558151 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2558216.000000 Penalty: 4800.364258
	Iteration 20F: 3 clusters Score -2558216 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2558257.750000 Penalty: 4800.364258
	Iteration 21Q: 3 clusters Score -2558258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2558282.750000 Penalty: 4800.364258
	Iteration 22Q: 3 clusters Score -2558283 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2558305.000000 Penalty: 4800.364258
	Iteration 23Q: 3 clusters Score -2558305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2558310.250000 Penalty: 4800.364258
	Iteration 24Q: 3 clusters Score -2558310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2558317.500000 Penalty: 4800.364258
	Iteration 25Q: 3 clusters Score -2558318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2558332.500000 Penalty: 4800.364258
	Iteration 26Q: 3 clusters Score -2558332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2558335.000000 Penalty: 4800.364258
	Iteration 27Q: 3 clusters Score -2558335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2558350.000000 Penalty: 4800.364258
	Iteration 28Q: 3 clusters Score -2558350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2558351.250000 Penalty: 4800.364258
	Iteration 29Q: 3 clusters Score -2558351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2558351.500000 Penalty: 4800.364258
	Iteration 30Q: 3 clusters Score -2558352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2558355.250000 Penalty: 4800.364258
	Iteration 31Q: 3 clusters Score -2558355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2558363.750000 Penalty: 4800.364258
	Iteration 32Q: 3 clusters Score -2558364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2558367.250000 Penalty: 4800.364258
	Iteration 33Q: 3 clusters Score -2558367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2558371.000000 Penalty: 4800.364258
	Iteration 34Q: 3 clusters Score -2558371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2558371.750000 Penalty: 4800.364258
	Iteration 35Q: 3 clusters Score -2558372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2558374.500000 Penalty: 4800.364258
	Iteration 36Q: 3 clusters Score -2558374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2558383.750000 Penalty: 4800.364258
	Iteration 37Q: 3 clusters Score -2558384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2558382.250000 Penalty: 4800.364258
	Iteration 38Q: 3 clusters Score -2558382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2558387.500000 Penalty: 4800.364258
	Iteration 39Q: 3 clusters Score -2558388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2558387.750000 Penalty: 4800.364258
	Iteration 40F: 3 clusters Score -2558388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2558390.750000 Penalty: 4800.364258
	Iteration 41Q: 3 clusters Score -2558391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2558390.500000 Penalty: 4800.364258
	Iteration 42Q: 3 clusters Score -2558390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2558396.250000 Penalty: 4800.364258
	Iteration 43Q: 3 clusters Score -2558396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2558397.500000 Penalty: 4800.364258
	Iteration 44Q: 3 clusters Score -2558398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2558397.750000 Penalty: 4800.364258
	Iteration 45Q: 3 clusters Score -2558398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2558399.250000 Penalty: 4800.364258
	Iteration 46Q: 3 clusters Score -2558399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2558405.000000 Penalty: 4800.364258
	Iteration 47Q: 3 clusters Score -2558405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2558402.000000 Penalty: 4800.364258
	Iteration 48Q: 3 clusters Score -2558402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2558407.500000 Penalty: 4800.364258
	Iteration 49Q: 3 clusters Score -2558408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2558407.500000 Penalty: 4800.364258
	Iteration 50F: 3 clusters Score -2558408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Entering Unmasked Estep 
Score: -835229.375000 Penalty: 2140.988525
	Iteration 0F: 2 clusters Score -835229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -830381.625000 Penalty: 4281.977051
	Iteration 0F: 3 clusters Score -830381.6 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -831588.562500 Penalty: 4281.977051
	Iteration 1F: 3 clusters Score -831588.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -831851.812500 Penalty: 4281.977051
	Iteration 2F: 3 clusters Score -831851.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -832062.187500 Penalty: 4281.977051
	Iteration 3F: 3 clusters Score -832062.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -832229.500000 Penalty: 4281.977051
	Iteration 4Q: 3 clusters Score -832229.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -832388.875000 Penalty: 4281.977051
	Iteration 5Q: 3 clusters Score -832388.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -832542.187500 Penalty: 4281.977051
	Iteration 6Q: 3 clusters Score -832542.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -832666.437500 Penalty: 4281.977051
	Iteration 7Q: 3 clusters Score -832666.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -832767.625000 Penalty: 4281.977051
	Iteration 8Q: 3 clusters Score -832767.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -832850.625000 Penalty: 4281.977051
	Iteration 9Q: 3 clusters Score -832850.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -832909.375000 Penalty: 4281.977051
	Iteration 10Q: 3 clusters Score -832909.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -832974.125000 Penalty: 4281.977051
	Iteration 11Q: 3 clusters Score -832974.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -833058.250000 Penalty: 4281.977051
	Iteration 12Q: 3 clusters Score -833058.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -833123.875000 Penalty: 4281.977051
	Iteration 13Q: 3 clusters Score -833123.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -833184.375000 Penalty: 4281.977051
	Iteration 14Q: 3 clusters Score -833184.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -833231.375000 Penalty: 4281.977051
	Iteration 15Q: 3 clusters Score -833231.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -833273.312500 Penalty: 4281.977051
	Iteration 16Q: 3 clusters Score -833273.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -833310.875000 Penalty: 4281.977051
	Iteration 17Q: 3 clusters Score -833310.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -833346.125000 Penalty: 4281.977051
	Iteration 18Q: 3 clusters Score -833346.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -833384.312500 Penalty: 4281.977051
	Iteration 19Q: 3 clusters Score -833384.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -833417.500000 Penalty: 4281.977051
	Iteration 20F: 3 clusters Score -833417.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -833448.812500 Penalty: 4281.977051
	Iteration 21Q: 3 clusters Score -833448.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -833474.062500 Penalty: 4281.977051
	Iteration 22Q: 3 clusters Score -833474.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -833495.937500 Penalty: 4281.977051
	Iteration 23Q: 3 clusters Score -833495.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -833519.937500 Penalty: 4281.977051
	Iteration 24Q: 3 clusters Score -833519.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -833541.937500 Penalty: 4281.977051
	Iteration 25Q: 3 clusters Score -833541.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -833565.875000 Penalty: 4281.977051
	Iteration 26Q: 3 clusters Score -833565.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -833581.000000 Penalty: 4281.977051
	Iteration 27Q: 3 clusters Score -833581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -833598.812500 Penalty: 4281.977051
	Iteration 28Q: 3 clusters Score -833598.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -833617.937500 Penalty: 4281.977051
	Iteration 29Q: 3 clusters Score -833617.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -833636.687500 Penalty: 4281.977051
	Iteration 30Q: 3 clusters Score -833636.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -833649.937500 Penalty: 4281.977051
	Iteration 31Q: 3 clusters Score -833649.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -833664.500000 Penalty: 4281.977051
	Iteration 32Q: 3 clusters Score -833664.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -833677.812500 Penalty: 4281.977051
	Iteration 33Q: 3 clusters Score -833677.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -833694.812500 Penalty: 4281.977051
	Iteration 34Q: 3 clusters Score -833694.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -833709.187500 Penalty: 4281.977051
	Iteration 35Q: 3 clusters Score -833709.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -833723.812500 Penalty: 4281.977051
	Iteration 36Q: 3 clusters Score -833723.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -833737.500000 Penalty: 4281.977051
	Iteration 37Q: 3 clusters Score -833737.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -833752.562500 Penalty: 4281.977051
	Iteration 38Q: 3 clusters Score -833752.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -833776.750000 Penalty: 4281.977051
	Iteration 39Q: 3 clusters Score -833776.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -833796.000000 Penalty: 4281.977051
	Iteration 40F: 3 clusters Score -833796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -833820.000000 Penalty: 4281.977051
	Iteration 41Q: 3 clusters Score -833820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -833834.562500 Penalty: 4281.977051
	Iteration 42Q: 3 clusters Score -833834.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -833848.312500 Penalty: 4281.977051
	Iteration 43Q: 3 clusters Score -833848.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -833865.937500 Penalty: 4281.977051
	Iteration 44Q: 3 clusters Score -833865.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -833877.250000 Penalty: 4281.977051
	Iteration 45Q: 3 clusters Score -833877.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -833891.250000 Penalty: 4281.977051
	Iteration 46Q: 3 clusters Score -833891.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -833903.875000 Penalty: 4281.977051
	Iteration 47Q: 3 clusters Score -833903.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -833919.500000 Penalty: 4281.977051
	Iteration 48Q: 3 clusters Score -833919.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -833939.562500 Penalty: 4281.977051
	Iteration 49Q: 3 clusters Score -833939.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -833955.750000 Penalty: 4281.977051
	Iteration 50Q: 3 clusters Score -833955.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -833975.875000 Penalty: 4281.977051
	Iteration 51Q: 3 clusters Score -833975.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -833995.687500 Penalty: 4281.977051
	Iteration 52Q: 3 clusters Score -833995.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -834006.625000 Penalty: 4281.977051
	Iteration 53Q: 3 clusters Score -834006.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -834021.125000 Penalty: 4281.977051
	Iteration 54Q: 3 clusters Score -834021.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -834033.625000 Penalty: 4281.977051
	Iteration 55Q: 3 clusters Score -834033.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -834041.000000 Penalty: 4281.977051
	Iteration 56Q: 3 clusters Score -834041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -834050.687500 Penalty: 4281.977051
	Iteration 57Q: 3 clusters Score -834050.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -834061.437500 Penalty: 4281.977051
	Iteration 58Q: 3 clusters Score -834061.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -834067.437500 Penalty: 4281.977051
	Iteration 59Q: 3 clusters Score -834067.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -834069.687500 Penalty: 4281.977051
	Iteration 60F: 3 clusters Score -834069.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -834073.500000 Penalty: 4281.977051
	Iteration 61Q: 3 clusters Score -834073.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -834076.375000 Penalty: 4281.977051
	Iteration 62Q: 3 clusters Score -834076.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -834077.312500 Penalty: 4281.977051
	Iteration 63Q: 3 clusters Score -834077.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -834077.312500 Penalty: 4281.977051
	Iteration 64F: 3 clusters Score -834077.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -630322.687500 Penalty: 2055.681152
	Iteration 0F: 2 clusters Score -630322.7 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 1986 members 
Entering Unmasked Estep 
Score: -626429.187500 Penalty: 4111.362305
	Iteration 0F: 3 clusters Score -626429.2 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -627292.000000 Penalty: 4111.362305
	Iteration 1F: 3 clusters Score -627292 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -627498.500000 Penalty: 4111.362305
	Iteration 2F: 3 clusters Score -627498.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -627639.312500 Penalty: 4111.362305
	Iteration 3F: 3 clusters Score -627639.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -627772.750000 Penalty: 4111.362305
	Iteration 4Q: 3 clusters Score -627772.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -627903.437500 Penalty: 4111.362305
	Iteration 5Q: 3 clusters Score -627903.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -628025.500000 Penalty: 4111.362305
	Iteration 6Q: 3 clusters Score -628025.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -628156.062500 Penalty: 4111.362305
	Iteration 7Q: 3 clusters Score -628156.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -628304.125000 Penalty: 4111.362305
	Iteration 8Q: 3 clusters Score -628304.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -628449.250000 Penalty: 4111.362305
	Iteration 9Q: 3 clusters Score -628449.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -628561.750000 Penalty: 4111.362305
	Iteration 10Q: 3 clusters Score -628561.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -628679.187500 Penalty: 4111.362305
	Iteration 11Q: 3 clusters Score -628679.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -628801.937500 Penalty: 4111.362305
	Iteration 12Q: 3 clusters Score -628801.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -628904.687500 Penalty: 4111.362305
	Iteration 13Q: 3 clusters Score -628904.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -628992.875000 Penalty: 4111.362305
	Iteration 14Q: 3 clusters Score -628992.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -629054.812500 Penalty: 4111.362305
	Iteration 15Q: 3 clusters Score -629054.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -629118.562500 Penalty: 4111.362305
	Iteration 16Q: 3 clusters Score -629118.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -629175.875000 Penalty: 4111.362305
	Iteration 17Q: 3 clusters Score -629175.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -629222.812500 Penalty: 4111.362305
	Iteration 18Q: 3 clusters Score -629222.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -629278.062500 Penalty: 4111.362305
	Iteration 19Q: 3 clusters Score -629278.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -629372.687500 Penalty: 4111.362305
	Iteration 20F: 3 clusters Score -629372.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -629452.562500 Penalty: 4111.362305
	Iteration 21Q: 3 clusters Score -629452.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -629526.562500 Penalty: 4111.362305
	Iteration 22Q: 3 clusters Score -629526.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -629558.687500 Penalty: 4111.362305
	Iteration 23Q: 3 clusters Score -629558.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -629569.687500 Penalty: 4111.362305
	Iteration 24Q: 3 clusters Score -629569.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -629575.062500 Penalty: 4111.362305
	Iteration 25Q: 3 clusters Score -629575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -629576.812500 Penalty: 4111.362305
	Iteration 26Q: 3 clusters Score -629576.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -629576.812500 Penalty: 4111.362305
	Iteration 27F: 3 clusters Score -629576.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Entering Unmasked Estep 
Score: -4811741.500000 Penalty: 2559.725586
	Iteration 0F: 2 clusters Score -4811742 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 15189 members 
Entering Unmasked Estep 
Score: -4790879.500000 Penalty: 5119.451172
	Iteration 0F: 3 clusters Score -4790880 nChanged 13686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -4798284.000000 Penalty: 5119.451172
	Iteration 1F: 3 clusters Score -4798284 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -4798861.500000 Penalty: 5119.451172
	Iteration 2Q: 3 clusters Score -4798862 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -4799524.500000 Penalty: 5119.451172
	Iteration 3Q: 3 clusters Score -4799524 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -4800346.500000 Penalty: 5119.451172
	Iteration 4F: 3 clusters Score -4800346 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -4801414.000000 Penalty: 5119.451172
	Iteration 5F: 3 clusters Score -4801414 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -4802688.000000 Penalty: 5119.451172
	Iteration 6F: 3 clusters Score -4802688 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -4804091.500000 Penalty: 5119.451172
	Iteration 7F: 3 clusters Score -4804092 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -4805511.500000 Penalty: 5119.451172
	Iteration 8F: 3 clusters Score -4805512 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -4806747.500000 Penalty: 5119.451172
	Iteration 9F: 3 clusters Score -4806748 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -4807723.000000 Penalty: 5119.451172
	Iteration 10Q: 3 clusters Score -4807723 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -4808295.500000 Penalty: 5119.451172
	Iteration 11Q: 3 clusters Score -4808296 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4808625.500000 Penalty: 5119.451172
	Iteration 12Q: 3 clusters Score -4808626 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -4808878.500000 Penalty: 5119.451172
	Iteration 13Q: 3 clusters Score -4808878 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -4809040.000000 Penalty: 5119.451172
	Iteration 14Q: 3 clusters Score -4809040 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -4809161.500000 Penalty: 5119.451172
	Iteration 15Q: 3 clusters Score -4809162 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -4809277.000000 Penalty: 5119.451172
	Iteration 16Q: 3 clusters Score -4809277 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -4809365.000000 Penalty: 5119.451172
	Iteration 17Q: 3 clusters Score -4809365 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -4809438.500000 Penalty: 5119.451172
	Iteration 18Q: 3 clusters Score -4809438 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -4809511.500000 Penalty: 5119.451172
	Iteration 19Q: 3 clusters Score -4809512 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -4809564.500000 Penalty: 5119.451172
	Iteration 20F: 3 clusters Score -4809564 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -4809631.000000 Penalty: 5119.451172
	Iteration 21Q: 3 clusters Score -4809631 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -4809697.500000 Penalty: 5119.451172
	Iteration 22Q: 3 clusters Score -4809698 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -4809752.000000 Penalty: 5119.451172
	Iteration 23Q: 3 clusters Score -4809752 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -4809793.000000 Penalty: 5119.451172
	Iteration 24Q: 3 clusters Score -4809793 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -4809832.500000 Penalty: 5119.451172
	Iteration 25Q: 3 clusters Score -4809832 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -4809880.500000 Penalty: 5119.451172
	Iteration 26Q: 3 clusters Score -4809880 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -4809931.000000 Penalty: 5119.451172
	Iteration 27Q: 3 clusters Score -4809931 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -4809959.000000 Penalty: 5119.451172
	Iteration 28Q: 3 clusters Score -4809959 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -4809990.000000 Penalty: 5119.451172
	Iteration 29Q: 3 clusters Score -4809990 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -4810027.000000 Penalty: 5119.451172
	Iteration 30Q: 3 clusters Score -4810027 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -4810062.500000 Penalty: 5119.451172
	Iteration 31Q: 3 clusters Score -4810062 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -4810093.000000 Penalty: 5119.451172
	Iteration 32Q: 3 clusters Score -4810093 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -4810103.000000 Penalty: 5119.451172
	Iteration 33Q: 3 clusters Score -4810103 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -4810115.000000 Penalty: 5119.451172
	Iteration 34Q: 3 clusters Score -4810115 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -4810133.000000 Penalty: 5119.451172
	Iteration 35Q: 3 clusters Score -4810133 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -4810162.500000 Penalty: 5119.451172
	Iteration 36Q: 3 clusters Score -4810162 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -4810173.500000 Penalty: 5119.451172
	Iteration 37Q: 3 clusters Score -4810174 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -4810192.000000 Penalty: 5119.451172
	Iteration 38Q: 3 clusters Score -4810192 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -4810194.000000 Penalty: 5119.451172
	Iteration 39Q: 3 clusters Score -4810194 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -4810224.500000 Penalty: 5119.451172
	Iteration 40F: 3 clusters Score -4810224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -4810227.000000 Penalty: 5119.451172
	Iteration 41Q: 3 clusters Score -4810227 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -4810248.000000 Penalty: 5119.451172
	Iteration 42Q: 3 clusters Score -4810248 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -4810260.000000 Penalty: 5119.451172
	Iteration 43Q: 3 clusters Score -4810260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -4810260.500000 Penalty: 5119.451172
	Iteration 44Q: 3 clusters Score -4810260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -4810279.500000 Penalty: 5119.451172
	Iteration 45Q: 3 clusters Score -4810280 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -4810297.000000 Penalty: 5119.451172
	Iteration 46Q: 3 clusters Score -4810297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -4810293.000000 Penalty: 5119.451172
	Iteration 47Q: 3 clusters Score -4810293 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -4810296.500000 Penalty: 5119.451172
	Iteration 48Q: 3 clusters Score -4810296 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -4810295.000000 Penalty: 5119.451172
	Iteration 49Q: 3 clusters Score -4810295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -4810308.500000 Penalty: 5119.451172
	Iteration 50Q: 3 clusters Score -4810308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -4810314.000000 Penalty: 5119.451172
	Iteration 51Q: 3 clusters Score -4810314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -4810330.000000 Penalty: 5119.451172
	Iteration 52Q: 3 clusters Score -4810330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -4810342.500000 Penalty: 5119.451172
	Iteration 53Q: 3 clusters Score -4810342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -4810340.500000 Penalty: 5119.451172
	Iteration 54Q: 3 clusters Score -4810340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -4810366.000000 Penalty: 5119.451172
	Iteration 55Q: 3 clusters Score -4810366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -4810363.000000 Penalty: 5119.451172
	Iteration 56Q: 3 clusters Score -4810363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -4810366.000000 Penalty: 5119.451172
	Iteration 57Q: 3 clusters Score -4810366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -4810374.000000 Penalty: 5119.451172
	Iteration 58Q: 3 clusters Score -4810374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -4810377.000000 Penalty: 5119.451172
	Iteration 59Q: 3 clusters Score -4810377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -4810386.000000 Penalty: 5119.451172
	Iteration 60F: 3 clusters Score -4810386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -4810392.500000 Penalty: 5119.451172
	Iteration 61Q: 3 clusters Score -4810392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -4810391.500000 Penalty: 5119.451172
	Iteration 62Q: 3 clusters Score -4810392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -4810396.000000 Penalty: 5119.451172
	Iteration 63Q: 3 clusters Score -4810396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -4810410.500000 Penalty: 5119.451172
	Iteration 64Q: 3 clusters Score -4810410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -4810405.000000 Penalty: 5119.451172
	Iteration 65Q: 3 clusters Score -4810405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -4810400.500000 Penalty: 5119.451172
	Iteration 66Q: 3 clusters Score -4810400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -4810404.500000 Penalty: 5119.451172
	Iteration 67Q: 3 clusters Score -4810404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -4810408.000000 Penalty: 5119.451172
	Iteration 68Q: 3 clusters Score -4810408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -4810406.000000 Penalty: 5119.451172
	Iteration 69Q: 3 clusters Score -4810406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -4810397.500000 Penalty: 5119.451172
	Iteration 70Q: 3 clusters Score -4810398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -4810405.000000 Penalty: 5119.451172
	Iteration 71Q: 3 clusters Score -4810405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -4810409.500000 Penalty: 5119.451172
	Iteration 72Q: 3 clusters Score -4810410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -4810418.000000 Penalty: 5119.451172
	Iteration 73Q: 3 clusters Score -4810418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -4810407.000000 Penalty: 5119.451172
	Iteration 74Q: 3 clusters Score -4810407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -4810413.000000 Penalty: 5119.451172
	Iteration 75Q: 3 clusters Score -4810413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -4810419.000000 Penalty: 5119.451172
	Iteration 76Q: 3 clusters Score -4810419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -4810417.500000 Penalty: 5119.451172
	Iteration 77Q: 3 clusters Score -4810418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -4810426.000000 Penalty: 5119.451172
	Iteration 78Q: 3 clusters Score -4810426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -4810436.500000 Penalty: 5119.451172
	Iteration 79Q: 3 clusters Score -4810436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -4810436.500000 Penalty: 5119.451172
	Iteration 80F: 3 clusters Score -4810436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -4810437.500000 Penalty: 5119.451172
	Iteration 81Q: 3 clusters Score -4810438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -4810433.500000 Penalty: 5119.451172
	Iteration 82Q: 3 clusters Score -4810434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -4810434.500000 Penalty: 5119.451172
	Iteration 83Q: 3 clusters Score -4810434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -4810439.500000 Penalty: 5119.451172
	Iteration 84Q: 3 clusters Score -4810440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -4810437.000000 Penalty: 5119.451172
	Iteration 85Q: 3 clusters Score -4810437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -4810441.000000 Penalty: 5119.451172
	Iteration 86Q: 3 clusters Score -4810441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -4810449.500000 Penalty: 5119.451172
	Iteration 87Q: 3 clusters Score -4810450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -4810443.500000 Penalty: 5119.451172
	Iteration 88Q: 3 clusters Score -4810444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -4810452.000000 Penalty: 5119.451172
	Iteration 89Q: 3 clusters Score -4810452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -4810454.000000 Penalty: 5119.451172
	Iteration 90Q: 3 clusters Score -4810454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -4810449.000000 Penalty: 5119.451172
	Iteration 91Q: 3 clusters Score -4810449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -4810455.500000 Penalty: 5119.451172
	Iteration 92Q: 3 clusters Score -4810456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -4810449.000000 Penalty: 5119.451172
	Iteration 93Q: 3 clusters Score -4810449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -4810454.000000 Penalty: 5119.451172
	Iteration 94Q: 3 clusters Score -4810454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -4810458.000000 Penalty: 5119.451172
	Iteration 95Q: 3 clusters Score -4810458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -4810462.000000 Penalty: 5119.451172
	Iteration 96Q: 3 clusters Score -4810462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -4810453.500000 Penalty: 5119.451172
	Iteration 97Q: 3 clusters Score -4810454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -4810456.500000 Penalty: 5119.451172
	Iteration 98Q: 3 clusters Score -4810456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -4810466.500000 Penalty: 5119.451172
	Iteration 99Q: 3 clusters Score -4810466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -4810466.000000 Penalty: 5119.451172
	Iteration 100F: 3 clusters Score -4810466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -4810471.000000 Penalty: 5119.451172
	Iteration 101Q: 3 clusters Score -4810471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -4810465.000000 Penalty: 5119.451172
	Iteration 102Q: 3 clusters Score -4810465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -4810463.000000 Penalty: 5119.451172
	Iteration 103Q: 3 clusters Score -4810463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -4810463.500000 Penalty: 5119.451172
	Iteration 104Q: 3 clusters Score -4810464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -4810463.500000 Penalty: 5119.451172
	Iteration 105F: 3 clusters Score -4810464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Entering Unmasked Estep 
Score: -912779.687500 Penalty: 2153.395508
	Iteration 0F: 2 clusters Score -912779.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -907626.125000 Penalty: 4306.791016
	Iteration 0F: 3 clusters Score -907626.1 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -908962.250000 Penalty: 4306.791016
	Iteration 1F: 3 clusters Score -908962.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -909248.000000 Penalty: 4306.791016
	Iteration 2F: 3 clusters Score -909248 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -909512.875000 Penalty: 4306.791016
	Iteration 3F: 3 clusters Score -909512.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -909745.125000 Penalty: 4306.791016
	Iteration 4F: 3 clusters Score -909745.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -909961.187500 Penalty: 4306.791016
	Iteration 5F: 3 clusters Score -909961.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -910152.000000 Penalty: 4306.791016
	Iteration 6Q: 3 clusters Score -910152 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -910304.312500 Penalty: 4306.791016
	Iteration 7Q: 3 clusters Score -910304.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -910425.625000 Penalty: 4306.791016
	Iteration 8Q: 3 clusters Score -910425.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -910525.625000 Penalty: 4306.791016
	Iteration 9Q: 3 clusters Score -910525.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -910613.812500 Penalty: 4306.791016
	Iteration 10Q: 3 clusters Score -910613.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -910693.750000 Penalty: 4306.791016
	Iteration 11Q: 3 clusters Score -910693.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -910769.187500 Penalty: 4306.791016
	Iteration 12Q: 3 clusters Score -910769.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -910821.562500 Penalty: 4306.791016
	Iteration 13Q: 3 clusters Score -910821.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -910870.375000 Penalty: 4306.791016
	Iteration 14Q: 3 clusters Score -910870.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -910912.562500 Penalty: 4306.791016
	Iteration 15Q: 3 clusters Score -910912.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -910941.875000 Penalty: 4306.791016
	Iteration 16Q: 3 clusters Score -910941.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -910967.625000 Penalty: 4306.791016
	Iteration 17Q: 3 clusters Score -910967.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -910985.937500 Penalty: 4306.791016
	Iteration 18Q: 3 clusters Score -910985.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -911004.687500 Penalty: 4306.791016
	Iteration 19Q: 3 clusters Score -911004.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -911018.375000 Penalty: 4306.791016
	Iteration 20F: 3 clusters Score -911018.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -911030.250000 Penalty: 4306.791016
	Iteration 21Q: 3 clusters Score -911030.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -911048.000000 Penalty: 4306.791016
	Iteration 22Q: 3 clusters Score -911048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -911061.937500 Penalty: 4306.791016
	Iteration 23Q: 3 clusters Score -911061.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -911072.062500 Penalty: 4306.791016
	Iteration 24Q: 3 clusters Score -911072.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -911085.125000 Penalty: 4306.791016
	Iteration 25Q: 3 clusters Score -911085.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -911090.687500 Penalty: 4306.791016
	Iteration 26Q: 3 clusters Score -911090.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -911096.500000 Penalty: 4306.791016
	Iteration 27Q: 3 clusters Score -911096.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -911101.500000 Penalty: 4306.791016
	Iteration 28Q: 3 clusters Score -911101.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -911104.000000 Penalty: 4306.791016
	Iteration 29Q: 3 clusters Score -911104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -911109.562500 Penalty: 4306.791016
	Iteration 30Q: 3 clusters Score -911109.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -911108.000000 Penalty: 4306.791016
	Iteration 31Q: 3 clusters Score -911108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -911113.875000 Penalty: 4306.791016
	Iteration 32Q: 3 clusters Score -911113.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -911117.312500 Penalty: 4306.791016
	Iteration 33Q: 3 clusters Score -911117.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -911121.375000 Penalty: 4306.791016
	Iteration 34Q: 3 clusters Score -911121.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -911125.187500 Penalty: 4306.791016
	Iteration 35Q: 3 clusters Score -911125.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -911127.750000 Penalty: 4306.791016
	Iteration 36Q: 3 clusters Score -911127.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -911127.750000 Penalty: 4306.791016
	Iteration 37Q: 3 clusters Score -911127.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -911129.562500 Penalty: 4306.791016
	Iteration 38Q: 3 clusters Score -911129.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -911129.500000 Penalty: 4306.791016
	Iteration 39Q: 3 clusters Score -911129.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -911130.750000 Penalty: 4306.791016
	Iteration 40F: 3 clusters Score -911130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -911132.625000 Penalty: 4306.791016
	Iteration 41Q: 3 clusters Score -911132.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -911130.875000 Penalty: 4306.791016
	Iteration 42Q: 3 clusters Score -911130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -911132.375000 Penalty: 4306.791016
	Iteration 43Q: 3 clusters Score -911132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -911132.187500 Penalty: 4306.791016
	Iteration 44Q: 3 clusters Score -911132.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -911131.625000 Penalty: 4306.791016
	Iteration 45Q: 3 clusters Score -911131.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -911132.625000 Penalty: 4306.791016
	Iteration 46Q: 3 clusters Score -911132.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -911133.562500 Penalty: 4306.791016
	Iteration 47Q: 3 clusters Score -911133.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -911133.937500 Penalty: 4306.791016
	Iteration 48Q: 3 clusters Score -911133.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -911133.937500 Penalty: 4306.791016
	Iteration 49F: 3 clusters Score -911133.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Entering Unmasked Estep 
Score: -1759900.250000 Penalty: 2313.925049
	Iteration 0F: 2 clusters Score -1759900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1751514.625000 Penalty: 4627.850098
	Iteration 0F: 3 clusters Score -1751515 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1753865.875000 Penalty: 4627.850098
	Iteration 1F: 3 clusters Score -1753866 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1754206.250000 Penalty: 4627.850098
	Iteration 2F: 3 clusters Score -1754206 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1754481.500000 Penalty: 4627.850098
	Iteration 3F: 3 clusters Score -1754482 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1754697.750000 Penalty: 4627.850098
	Iteration 4Q: 3 clusters Score -1754698 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1754924.125000 Penalty: 4627.850098
	Iteration 5Q: 3 clusters Score -1754924 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1755166.750000 Penalty: 4627.850098
	Iteration 6Q: 3 clusters Score -1755167 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1755461.375000 Penalty: 4627.850098
	Iteration 7Q: 3 clusters Score -1755461 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1755763.875000 Penalty: 4627.850098
	Iteration 8Q: 3 clusters Score -1755764 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1756104.125000 Penalty: 4627.850098
	Iteration 9Q: 3 clusters Score -1756104 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1756475.250000 Penalty: 4627.850098
	Iteration 10Q: 3 clusters Score -1756475 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1756799.625000 Penalty: 4627.850098
	Iteration 11Q: 3 clusters Score -1756800 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1757066.000000 Penalty: 4627.850098
	Iteration 12Q: 3 clusters Score -1757066 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1757302.250000 Penalty: 4627.850098
	Iteration 13Q: 3 clusters Score -1757302 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1757481.250000 Penalty: 4627.850098
	Iteration 14Q: 3 clusters Score -1757481 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1757620.250000 Penalty: 4627.850098
	Iteration 15Q: 3 clusters Score -1757620 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1757698.125000 Penalty: 4627.850098
	Iteration 16Q: 3 clusters Score -1757698 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1757757.125000 Penalty: 4627.850098
	Iteration 17Q: 3 clusters Score -1757757 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1757807.625000 Penalty: 4627.850098
	Iteration 18Q: 3 clusters Score -1757808 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1757854.625000 Penalty: 4627.850098
	Iteration 19Q: 3 clusters Score -1757855 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1757893.125000 Penalty: 4627.850098
	Iteration 20F: 3 clusters Score -1757893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1757922.000000 Penalty: 4627.850098
	Iteration 21Q: 3 clusters Score -1757922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1757960.625000 Penalty: 4627.850098
	Iteration 22Q: 3 clusters Score -1757961 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1758001.875000 Penalty: 4627.850098
	Iteration 23Q: 3 clusters Score -1758002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1758043.875000 Penalty: 4627.850098
	Iteration 24Q: 3 clusters Score -1758044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1758069.250000 Penalty: 4627.850098
	Iteration 25Q: 3 clusters Score -1758069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1758092.375000 Penalty: 4627.850098
	Iteration 26Q: 3 clusters Score -1758092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1758128.000000 Penalty: 4627.850098
	Iteration 27Q: 3 clusters Score -1758128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1758162.125000 Penalty: 4627.850098
	Iteration 28Q: 3 clusters Score -1758162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1758179.500000 Penalty: 4627.850098
	Iteration 29Q: 3 clusters Score -1758180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1758194.000000 Penalty: 4627.850098
	Iteration 30Q: 3 clusters Score -1758194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1758196.625000 Penalty: 4627.850098
	Iteration 31Q: 3 clusters Score -1758197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1758201.000000 Penalty: 4627.850098
	Iteration 32Q: 3 clusters Score -1758201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1758201.750000 Penalty: 4627.850098
	Iteration 33Q: 3 clusters Score -1758202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1758201.750000 Penalty: 4627.850098
	Iteration 34F: 3 clusters Score -1758202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (83370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83370 members 
Entering Unmasked Estep 
Score: -13145188.000000 Penalty: 2810.098877
	Iteration 0F: 2 clusters Score -1.314519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -13089784.000000 Penalty: 5620.197754
	Iteration 0F: 3 clusters Score -1.308978e+07 nChanged 39083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -13112134.000000 Penalty: 5620.197754
	Iteration 1F: 3 clusters Score -1.311213e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -13112834.000000 Penalty: 5620.197754
	Iteration 2Q: 3 clusters Score -1.311283e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -13113568.000000 Penalty: 5620.197754
	Iteration 3Q: 3 clusters Score -1.311357e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -13114398.000000 Penalty: 5620.197754
	Iteration 4Q: 3 clusters Score -1.31144e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -13115420.000000 Penalty: 5620.197754
	Iteration 5Q: 3 clusters Score -1.311542e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -13116812.000000 Penalty: 5620.197754
	Iteration 6Q: 3 clusters Score -1.311681e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -13118597.000000 Penalty: 5620.197754
	Iteration 7Q: 3 clusters Score -1.31186e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -13121127.000000 Penalty: 5620.197754
	Iteration 8F: 3 clusters Score -1.312113e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60259 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -13124725.000000 Penalty: 5620.197754
	Iteration 9F: 3 clusters Score -1.312472e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -13128995.000000 Penalty: 5620.197754
	Iteration 10F: 3 clusters Score -1.3129e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -13133384.000000 Penalty: 5620.197754
	Iteration 11F: 3 clusters Score -1.313338e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -13136674.000000 Penalty: 5620.197754
	Iteration 12Q: 3 clusters Score -1.313667e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -13138744.000000 Penalty: 5620.197754
	Iteration 13Q: 3 clusters Score -1.313874e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78578 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -13139946.000000 Penalty: 5620.197754
	Iteration 14Q: 3 clusters Score -1.313995e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79761 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -13140779.000000 Penalty: 5620.197754
	Iteration 15Q: 3 clusters Score -1.314078e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -13141415.000000 Penalty: 5620.197754
	Iteration 16Q: 3 clusters Score -1.314142e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -13141819.000000 Penalty: 5620.197754
	Iteration 17Q: 3 clusters Score -1.314182e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81768 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -13142104.000000 Penalty: 5620.197754
	Iteration 18Q: 3 clusters Score -1.31421e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -13142287.000000 Penalty: 5620.197754
	Iteration 19Q: 3 clusters Score -1.314229e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -13142438.000000 Penalty: 5620.197754
	Iteration 20F: 3 clusters Score -1.314244e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82424 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -13142495.000000 Penalty: 5620.197754
	Iteration 21Q: 3 clusters Score -1.31425e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82506 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -13142528.000000 Penalty: 5620.197754
	Iteration 22Q: 3 clusters Score -1.314253e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -13142569.000000 Penalty: 5620.197754
	Iteration 23Q: 3 clusters Score -1.314257e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82611 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -13142606.000000 Penalty: 5620.197754
	Iteration 24Q: 3 clusters Score -1.314261e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82651 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -13142630.000000 Penalty: 5620.197754
	Iteration 25Q: 3 clusters Score -1.314263e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -13142646.000000 Penalty: 5620.197754
	Iteration 26Q: 3 clusters Score -1.314265e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82697 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -13142661.000000 Penalty: 5620.197754
	Iteration 27Q: 3 clusters Score -1.314266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82710 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -13142672.000000 Penalty: 5620.197754
	Iteration 28Q: 3 clusters Score -1.314267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -13142684.000000 Penalty: 5620.197754
	Iteration 29Q: 3 clusters Score -1.314268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82737 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13142695.000000 Penalty: 5620.197754
	Iteration 30Q: 3 clusters Score -1.31427e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -13142703.000000 Penalty: 5620.197754
	Iteration 31Q: 3 clusters Score -1.31427e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82759 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -13142713.000000 Penalty: 5620.197754
	Iteration 32Q: 3 clusters Score -1.314271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82768 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -13142722.000000 Penalty: 5620.197754
	Iteration 33Q: 3 clusters Score -1.314272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82776 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -13142721.000000 Penalty: 5620.197754
	Iteration 34Q: 3 clusters Score -1.314272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82782 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -13142726.000000 Penalty: 5620.197754
	Iteration 35Q: 3 clusters Score -1.314273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13142736.000000 Penalty: 5620.197754
	Iteration 36Q: 3 clusters Score -1.314274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82794 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -13142737.000000 Penalty: 5620.197754
	Iteration 37Q: 3 clusters Score -1.314274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82798 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -13142729.000000 Penalty: 5620.197754
	Iteration 38Q: 3 clusters Score -1.314273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -13142738.000000 Penalty: 5620.197754
	Iteration 39Q: 3 clusters Score -1.314274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82806 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13142750.000000 Penalty: 5620.197754
	Iteration 40F: 3 clusters Score -1.314275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82805 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -13142754.000000 Penalty: 5620.197754
	Iteration 41Q: 3 clusters Score -1.314275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82804 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -13142757.000000 Penalty: 5620.197754
	Iteration 42Q: 3 clusters Score -1.314276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82804 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -13142757.000000 Penalty: 5620.197754
	Iteration 43F: 3 clusters Score -1.314276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -748494.937500 Penalty: 2108.616455
	Iteration 0F: 2 clusters Score -748494.9 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 2507 members 
Entering Unmasked Estep 
Score: -744042.187500 Penalty: 4217.232910
	Iteration 0F: 3 clusters Score -744042.2 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -745300.187500 Penalty: 4217.232910
	Iteration 1F: 3 clusters Score -745300.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -745607.437500 Penalty: 4217.232910
	Iteration 2F: 3 clusters Score -745607.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -745772.812500 Penalty: 4217.232910
	Iteration 3F: 3 clusters Score -745772.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -745901.000000 Penalty: 4217.232910
	Iteration 4Q: 3 clusters Score -745901 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -746020.187500 Penalty: 4217.232910
	Iteration 5Q: 3 clusters Score -746020.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -746108.687500 Penalty: 4217.232910
	Iteration 6Q: 3 clusters Score -746108.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -746174.125000 Penalty: 4217.232910
	Iteration 7Q: 3 clusters Score -746174.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -746251.937500 Penalty: 4217.232910
	Iteration 8Q: 3 clusters Score -746251.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -746323.125000 Penalty: 4217.232910
	Iteration 9Q: 3 clusters Score -746323.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -746391.250000 Penalty: 4217.232910
	Iteration 10Q: 3 clusters Score -746391.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -746450.000000 Penalty: 4217.232910
	Iteration 11Q: 3 clusters Score -746450 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -746506.125000 Penalty: 4217.232910
	Iteration 12Q: 3 clusters Score -746506.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -746565.000000 Penalty: 4217.232910
	Iteration 13Q: 3 clusters Score -746565 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -746609.687500 Penalty: 4217.232910
	Iteration 14Q: 3 clusters Score -746609.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -746650.000000 Penalty: 4217.232910
	Iteration 15Q: 3 clusters Score -746650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -746681.062500 Penalty: 4217.232910
	Iteration 16Q: 3 clusters Score -746681.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -746702.812500 Penalty: 4217.232910
	Iteration 17Q: 3 clusters Score -746702.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -746725.187500 Penalty: 4217.232910
	Iteration 18Q: 3 clusters Score -746725.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -746746.187500 Penalty: 4217.232910
	Iteration 19Q: 3 clusters Score -746746.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -746760.625000 Penalty: 4217.232910
	Iteration 20F: 3 clusters Score -746760.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -746770.125000 Penalty: 4217.232910
	Iteration 21Q: 3 clusters Score -746770.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -746782.562500 Penalty: 4217.232910
	Iteration 22Q: 3 clusters Score -746782.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -746792.500000 Penalty: 4217.232910
	Iteration 23Q: 3 clusters Score -746792.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -746803.937500 Penalty: 4217.232910
	Iteration 24Q: 3 clusters Score -746803.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -746812.312500 Penalty: 4217.232910
	Iteration 25Q: 3 clusters Score -746812.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -746824.750000 Penalty: 4217.232910
	Iteration 26Q: 3 clusters Score -746824.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -746832.250000 Penalty: 4217.232910
	Iteration 27Q: 3 clusters Score -746832.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -746842.312500 Penalty: 4217.232910
	Iteration 28Q: 3 clusters Score -746842.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -746855.687500 Penalty: 4217.232910
	Iteration 29Q: 3 clusters Score -746855.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -746866.937500 Penalty: 4217.232910
	Iteration 30Q: 3 clusters Score -746866.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -746879.687500 Penalty: 4217.232910
	Iteration 31Q: 3 clusters Score -746879.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -746894.625000 Penalty: 4217.232910
	Iteration 32Q: 3 clusters Score -746894.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -746909.187500 Penalty: 4217.232910
	Iteration 33Q: 3 clusters Score -746909.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -746924.812500 Penalty: 4217.232910
	Iteration 34Q: 3 clusters Score -746924.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -746936.812500 Penalty: 4217.232910
	Iteration 35Q: 3 clusters Score -746936.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -746945.375000 Penalty: 4217.232910
	Iteration 36Q: 3 clusters Score -746945.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -746951.500000 Penalty: 4217.232910
	Iteration 37Q: 3 clusters Score -746951.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -746959.250000 Penalty: 4217.232910
	Iteration 38Q: 3 clusters Score -746959.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -746962.500000 Penalty: 4217.232910
	Iteration 39Q: 3 clusters Score -746962.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -746964.812500 Penalty: 4217.232910
	Iteration 40F: 3 clusters Score -746964.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -746965.625000 Penalty: 4217.232910
	Iteration 41Q: 3 clusters Score -746965.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -746968.187500 Penalty: 4217.232910
	Iteration 42Q: 3 clusters Score -746968.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -746971.687500 Penalty: 4217.232910
	Iteration 43Q: 3 clusters Score -746971.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -746973.750000 Penalty: 4217.232910
	Iteration 44Q: 3 clusters Score -746973.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -746975.250000 Penalty: 4217.232910
	Iteration 45Q: 3 clusters Score -746975.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -746977.125000 Penalty: 4217.232910
	Iteration 46Q: 3 clusters Score -746977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -746976.625000 Penalty: 4217.232910
	Iteration 47Q: 3 clusters Score -746976.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -746978.375000 Penalty: 4217.232910
	Iteration 48Q: 3 clusters Score -746978.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -746977.875000 Penalty: 4217.232910
	Iteration 49Q: 3 clusters Score -746977.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -746977.000000 Penalty: 4217.232910
	Iteration 50Q: 3 clusters Score -746977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -746977.875000 Penalty: 4217.232910
	Iteration 51Q: 3 clusters Score -746977.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -746978.250000 Penalty: 4217.232910
	Iteration 52Q: 3 clusters Score -746978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -746980.000000 Penalty: 4217.232910
	Iteration 53Q: 3 clusters Score -746980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -746978.937500 Penalty: 4217.232910
	Iteration 54Q: 3 clusters Score -746978.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -746980.812500 Penalty: 4217.232910
	Iteration 55Q: 3 clusters Score -746980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -746981.062500 Penalty: 4217.232910
	Iteration 56Q: 3 clusters Score -746981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -746982.750000 Penalty: 4217.232910
	Iteration 57Q: 3 clusters Score -746982.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -746983.375000 Penalty: 4217.232910
	Iteration 58Q: 3 clusters Score -746983.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -746988.250000 Penalty: 4217.232910
	Iteration 59Q: 3 clusters Score -746988.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -746988.937500 Penalty: 4217.232910
	Iteration 60F: 3 clusters Score -746988.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -746989.937500 Penalty: 4217.232910
	Iteration 61Q: 3 clusters Score -746989.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -746991.062500 Penalty: 4217.232910
	Iteration 62Q: 3 clusters Score -746991.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -746991.062500 Penalty: 4217.232910
	Iteration 63F: 3 clusters Score -746991.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Entering Unmasked Estep 
Score: -1140819.000000 Penalty: 2201.832764
	Iteration 0F: 2 clusters Score -1140819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1134947.375000 Penalty: 4403.665527
	Iteration 0F: 3 clusters Score -1134947 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1136575.500000 Penalty: 4403.665527
	Iteration 1F: 3 clusters Score -1136576 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1136911.500000 Penalty: 4403.665527
	Iteration 2F: 3 clusters Score -1136912 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1137148.875000 Penalty: 4403.665527
	Iteration 3F: 3 clusters Score -1137149 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1137318.625000 Penalty: 4403.665527
	Iteration 4Q: 3 clusters Score -1137319 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1137500.500000 Penalty: 4403.665527
	Iteration 5Q: 3 clusters Score -1137500 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1137711.500000 Penalty: 4403.665527
	Iteration 6Q: 3 clusters Score -1137712 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1137944.250000 Penalty: 4403.665527
	Iteration 7Q: 3 clusters Score -1137944 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1138169.875000 Penalty: 4403.665527
	Iteration 8Q: 3 clusters Score -1138170 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1138464.625000 Penalty: 4403.665527
	Iteration 9Q: 3 clusters Score -1138465 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1138817.875000 Penalty: 4403.665527
	Iteration 10Q: 3 clusters Score -1138818 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1139196.000000 Penalty: 4403.665527
	Iteration 11Q: 3 clusters Score -1139196 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1139515.000000 Penalty: 4403.665527
	Iteration 12Q: 3 clusters Score -1139515 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1139674.000000 Penalty: 4403.665527
	Iteration 13Q: 3 clusters Score -1139674 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1139726.500000 Penalty: 4403.665527
	Iteration 14Q: 3 clusters Score -1139726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1139745.250000 Penalty: 4403.665527
	Iteration 15Q: 3 clusters Score -1139745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1139758.250000 Penalty: 4403.665527
	Iteration 16Q: 3 clusters Score -1139758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1139762.250000 Penalty: 4403.665527
	Iteration 17Q: 3 clusters Score -1139762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1139762.500000 Penalty: 4403.665527
	Iteration 18Q: 3 clusters Score -1139762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1139763.500000 Penalty: 4403.665527
	Iteration 19Q: 3 clusters Score -1139764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1139761.625000 Penalty: 4403.665527
	Iteration 20F: 3 clusters Score -1139762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1139765.000000 Penalty: 4403.665527
	Iteration 21Q: 3 clusters Score -1139765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1139766.875000 Penalty: 4403.665527
	Iteration 22Q: 3 clusters Score -1139767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1139767.125000 Penalty: 4403.665527
	Iteration 23Q: 3 clusters Score -1139767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1139768.250000 Penalty: 4403.665527
	Iteration 24Q: 3 clusters Score -1139768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1139768.250000 Penalty: 4403.665527
	Iteration 25F: 3 clusters Score -1139768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Entering Unmasked Estep 
Score: -4830654.500000 Penalty: 2576.310547
	Iteration 0F: 2 clusters Score -4830654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -4808538.500000 Penalty: 5152.621094
	Iteration 0F: 3 clusters Score -4808538 nChanged 14550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -4816751.500000 Penalty: 5152.621094
	Iteration 1F: 3 clusters Score -4816752 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -4817547.000000 Penalty: 5152.621094
	Iteration 2F: 3 clusters Score -4817547 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -4818443.500000 Penalty: 5152.621094
	Iteration 3F: 3 clusters Score -4818444 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -4819369.500000 Penalty: 5152.621094
	Iteration 4F: 3 clusters Score -4819370 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -4820360.500000 Penalty: 5152.621094
	Iteration 5F: 3 clusters Score -4820360 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -4821466.500000 Penalty: 5152.621094
	Iteration 6F: 3 clusters Score -4821466 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4822541.500000 Penalty: 5152.621094
	Iteration 7F: 3 clusters Score -4822542 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -4823507.500000 Penalty: 5152.621094
	Iteration 8F: 3 clusters Score -4823508 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -4824220.500000 Penalty: 5152.621094
	Iteration 9Q: 3 clusters Score -4824220 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -4824727.500000 Penalty: 5152.621094
	Iteration 10Q: 3 clusters Score -4824728 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -4825031.000000 Penalty: 5152.621094
	Iteration 11Q: 3 clusters Score -4825031 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -4825268.500000 Penalty: 5152.621094
	Iteration 12Q: 3 clusters Score -4825268 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -4825413.500000 Penalty: 5152.621094
	Iteration 13Q: 3 clusters Score -4825414 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -4825528.500000 Penalty: 5152.621094
	Iteration 14Q: 3 clusters Score -4825528 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -4825643.500000 Penalty: 5152.621094
	Iteration 15Q: 3 clusters Score -4825644 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -4825714.000000 Penalty: 5152.621094
	Iteration 16Q: 3 clusters Score -4825714 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4825798.000000 Penalty: 5152.621094
	Iteration 17Q: 3 clusters Score -4825798 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -4825865.000000 Penalty: 5152.621094
	Iteration 18Q: 3 clusters Score -4825865 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -4825932.000000 Penalty: 5152.621094
	Iteration 19Q: 3 clusters Score -4825932 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -4825946.000000 Penalty: 5152.621094
	Iteration 20F: 3 clusters Score -4825946 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -4825997.000000 Penalty: 5152.621094
	Iteration 21Q: 3 clusters Score -4825997 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -4826045.500000 Penalty: 5152.621094
	Iteration 22Q: 3 clusters Score -4826046 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -4826091.500000 Penalty: 5152.621094
	Iteration 23Q: 3 clusters Score -4826092 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -4826153.500000 Penalty: 5152.621094
	Iteration 24Q: 3 clusters Score -4826154 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -4826201.500000 Penalty: 5152.621094
	Iteration 25Q: 3 clusters Score -4826202 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -4826255.000000 Penalty: 5152.621094
	Iteration 26Q: 3 clusters Score -4826255 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -4826283.000000 Penalty: 5152.621094
	Iteration 27Q: 3 clusters Score -4826283 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -4826311.500000 Penalty: 5152.621094
	Iteration 28Q: 3 clusters Score -4826312 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -4826344.500000 Penalty: 5152.621094
	Iteration 29Q: 3 clusters Score -4826344 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4826386.000000 Penalty: 5152.621094
	Iteration 30Q: 3 clusters Score -4826386 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -4826433.500000 Penalty: 5152.621094
	Iteration 31Q: 3 clusters Score -4826434 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -4826473.500000 Penalty: 5152.621094
	Iteration 32Q: 3 clusters Score -4826474 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -4826506.500000 Penalty: 5152.621094
	Iteration 33Q: 3 clusters Score -4826506 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -4826551.500000 Penalty: 5152.621094
	Iteration 34Q: 3 clusters Score -4826552 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -4826553.000000 Penalty: 5152.621094
	Iteration 35Q: 3 clusters Score -4826553 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4826593.000000 Penalty: 5152.621094
	Iteration 36Q: 3 clusters Score -4826593 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -4826625.000000 Penalty: 5152.621094
	Iteration 37Q: 3 clusters Score -4826625 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -4826684.500000 Penalty: 5152.621094
	Iteration 38Q: 3 clusters Score -4826684 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -4826710.500000 Penalty: 5152.621094
	Iteration 39Q: 3 clusters Score -4826710 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -4826726.500000 Penalty: 5152.621094
	Iteration 40F: 3 clusters Score -4826726 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -4826759.000000 Penalty: 5152.621094
	Iteration 41Q: 3 clusters Score -4826759 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -4826775.500000 Penalty: 5152.621094
	Iteration 42Q: 3 clusters Score -4826776 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -4826820.000000 Penalty: 5152.621094
	Iteration 43Q: 3 clusters Score -4826820 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -4826844.500000 Penalty: 5152.621094
	Iteration 44Q: 3 clusters Score -4826844 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -4826893.500000 Penalty: 5152.621094
	Iteration 45Q: 3 clusters Score -4826894 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -4826950.000000 Penalty: 5152.621094
	Iteration 46Q: 3 clusters Score -4826950 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -4827064.500000 Penalty: 5152.621094
	Iteration 47Q: 3 clusters Score -4827064 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -4827168.000000 Penalty: 5152.621094
	Iteration 48Q: 3 clusters Score -4827168 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -4827297.500000 Penalty: 5152.621094
	Iteration 49Q: 3 clusters Score -4827298 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -4827409.000000 Penalty: 5152.621094
	Iteration 50Q: 3 clusters Score -4827409 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -4827545.500000 Penalty: 5152.621094
	Iteration 51Q: 3 clusters Score -4827546 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -4827715.500000 Penalty: 5152.621094
	Iteration 52Q: 3 clusters Score -4827716 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -4827850.500000 Penalty: 5152.621094
	Iteration 53Q: 3 clusters Score -4827850 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -4827975.000000 Penalty: 5152.621094
	Iteration 54Q: 3 clusters Score -4827975 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -4828095.500000 Penalty: 5152.621094
	Iteration 55Q: 3 clusters Score -4828096 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -4828196.000000 Penalty: 5152.621094
	Iteration 56Q: 3 clusters Score -4828196 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -4828327.000000 Penalty: 5152.621094
	Iteration 57Q: 3 clusters Score -4828327 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -4828431.500000 Penalty: 5152.621094
	Iteration 58Q: 3 clusters Score -4828432 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -4828543.500000 Penalty: 5152.621094
	Iteration 59Q: 3 clusters Score -4828544 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -4828646.000000 Penalty: 5152.621094
	Iteration 60F: 3 clusters Score -4828646 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -4828713.500000 Penalty: 5152.621094
	Iteration 61Q: 3 clusters Score -4828714 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -4828789.500000 Penalty: 5152.621094
	Iteration 62Q: 3 clusters Score -4828790 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -4828836.000000 Penalty: 5152.621094
	Iteration 63Q: 3 clusters Score -4828836 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -4828918.000000 Penalty: 5152.621094
	Iteration 64Q: 3 clusters Score -4828918 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -4829002.500000 Penalty: 5152.621094
	Iteration 65Q: 3 clusters Score -4829002 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -4829049.500000 Penalty: 5152.621094
	Iteration 66Q: 3 clusters Score -4829050 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -4829080.000000 Penalty: 5152.621094
	Iteration 67Q: 3 clusters Score -4829080 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -4829134.500000 Penalty: 5152.621094
	Iteration 68Q: 3 clusters Score -4829134 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -4829171.000000 Penalty: 5152.621094
	Iteration 69Q: 3 clusters Score -4829171 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -4829223.500000 Penalty: 5152.621094
	Iteration 70Q: 3 clusters Score -4829224 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -4829258.000000 Penalty: 5152.621094
	Iteration 71Q: 3 clusters Score -4829258 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -4829272.500000 Penalty: 5152.621094
	Iteration 72Q: 3 clusters Score -4829272 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -4829309.000000 Penalty: 5152.621094
	Iteration 73Q: 3 clusters Score -4829309 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -4829348.000000 Penalty: 5152.621094
	Iteration 74Q: 3 clusters Score -4829348 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -4829386.500000 Penalty: 5152.621094
	Iteration 75Q: 3 clusters Score -4829386 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -4829413.500000 Penalty: 5152.621094
	Iteration 76Q: 3 clusters Score -4829414 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -4829424.000000 Penalty: 5152.621094
	Iteration 77Q: 3 clusters Score -4829424 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -4829436.000000 Penalty: 5152.621094
	Iteration 78Q: 3 clusters Score -4829436 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -4829439.000000 Penalty: 5152.621094
	Iteration 79Q: 3 clusters Score -4829439 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -4829453.500000 Penalty: 5152.621094
	Iteration 80F: 3 clusters Score -4829454 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -4829461.000000 Penalty: 5152.621094
	Iteration 81Q: 3 clusters Score -4829461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -4829454.500000 Penalty: 5152.621094
	Iteration 82Q: 3 clusters Score -4829454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -4829469.000000 Penalty: 5152.621094
	Iteration 83Q: 3 clusters Score -4829469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -4829471.000000 Penalty: 5152.621094
	Iteration 84Q: 3 clusters Score -4829471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -4829468.500000 Penalty: 5152.621094
	Iteration 85Q: 3 clusters Score -4829468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -4829477.500000 Penalty: 5152.621094
	Iteration 86Q: 3 clusters Score -4829478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -4829477.500000 Penalty: 5152.621094
	Iteration 87Q: 3 clusters Score -4829478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -4829476.500000 Penalty: 5152.621094
	Iteration 88Q: 3 clusters Score -4829476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -4829478.500000 Penalty: 5152.621094
	Iteration 89Q: 3 clusters Score -4829478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -4829481.500000 Penalty: 5152.621094
	Iteration 90Q: 3 clusters Score -4829482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -4829481.500000 Penalty: 5152.621094
	Iteration 91Q: 3 clusters Score -4829482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -4829483.500000 Penalty: 5152.621094
	Iteration 92Q: 3 clusters Score -4829484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -4829493.500000 Penalty: 5152.621094
	Iteration 93Q: 3 clusters Score -4829494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -4829500.000000 Penalty: 5152.621094
	Iteration 94Q: 3 clusters Score -4829500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -4829501.000000 Penalty: 5152.621094
	Iteration 95Q: 3 clusters Score -4829501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -4829498.500000 Penalty: 5152.621094
	Iteration 96Q: 3 clusters Score -4829498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -4829497.500000 Penalty: 5152.621094
	Iteration 97Q: 3 clusters Score -4829498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -4829498.500000 Penalty: 5152.621094
	Iteration 98Q: 3 clusters Score -4829498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -4829503.000000 Penalty: 5152.621094
	Iteration 99Q: 3 clusters Score -4829503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -4829497.000000 Penalty: 5152.621094
	Iteration 100F: 3 clusters Score -4829497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -4829504.000000 Penalty: 5152.621094
	Iteration 101Q: 3 clusters Score -4829504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -4829502.500000 Penalty: 5152.621094
	Iteration 102Q: 3 clusters Score -4829502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -4829503.000000 Penalty: 5152.621094
	Iteration 103Q: 3 clusters Score -4829503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -4829501.500000 Penalty: 5152.621094
	Iteration 104Q: 3 clusters Score -4829502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -4829503.500000 Penalty: 5152.621094
	Iteration 105Q: 3 clusters Score -4829504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -4829506.500000 Penalty: 5152.621094
	Iteration 106Q: 3 clusters Score -4829506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -4829505.000000 Penalty: 5152.621094
	Iteration 107Q: 3 clusters Score -4829505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -4829506.500000 Penalty: 5152.621094
	Iteration 108Q: 3 clusters Score -4829506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -4829507.000000 Penalty: 5152.621094
	Iteration 109Q: 3 clusters Score -4829507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -4829507.500000 Penalty: 5152.621094
	Iteration 110Q: 3 clusters Score -4829508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -4829510.000000 Penalty: 5152.621094
	Iteration 111Q: 3 clusters Score -4829510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -4829509.000000 Penalty: 5152.621094
	Iteration 112Q: 3 clusters Score -4829509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -4829513.500000 Penalty: 5152.621094
	Iteration 113Q: 3 clusters Score -4829514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -4829511.000000 Penalty: 5152.621094
	Iteration 114Q: 3 clusters Score -4829511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -4829511.000000 Penalty: 5152.621094
	Iteration 115Q: 3 clusters Score -4829511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -4829508.500000 Penalty: 5152.621094
	Iteration 116Q: 3 clusters Score -4829508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -4829508.500000 Penalty: 5152.621094
	Iteration 117F: 3 clusters Score -4829508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Entering Unmasked Estep 
Score: -595376.937500 Penalty: 2078.011719
	Iteration 0F: 2 clusters Score -595376.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -591266.062500 Penalty: 4156.023438
	Iteration 0F: 3 clusters Score -591266.1 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -592453.562500 Penalty: 4156.023438
	Iteration 1F: 3 clusters Score -592453.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -592922.875000 Penalty: 4156.023438
	Iteration 2F: 3 clusters Score -592922.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -593439.875000 Penalty: 4156.023438
	Iteration 3F: 3 clusters Score -593439.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -593861.812500 Penalty: 4156.023438
	Iteration 4F: 3 clusters Score -593861.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -594150.687500 Penalty: 4156.023438
	Iteration 5F: 3 clusters Score -594150.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -594341.437500 Penalty: 4156.023438
	Iteration 6Q: 3 clusters Score -594341.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -594476.687500 Penalty: 4156.023438
	Iteration 7Q: 3 clusters Score -594476.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -594566.000000 Penalty: 4156.023438
	Iteration 8Q: 3 clusters Score -594566 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -594610.750000 Penalty: 4156.023438
	Iteration 9Q: 3 clusters Score -594610.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -594641.937500 Penalty: 4156.023438
	Iteration 10Q: 3 clusters Score -594641.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -594664.625000 Penalty: 4156.023438
	Iteration 11Q: 3 clusters Score -594664.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -594677.250000 Penalty: 4156.023438
	Iteration 12Q: 3 clusters Score -594677.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -594688.000000 Penalty: 4156.023438
	Iteration 13Q: 3 clusters Score -594688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -594698.875000 Penalty: 4156.023438
	Iteration 14Q: 3 clusters Score -594698.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -594705.312500 Penalty: 4156.023438
	Iteration 15Q: 3 clusters Score -594705.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -594715.375000 Penalty: 4156.023438
	Iteration 16Q: 3 clusters Score -594715.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -594723.000000 Penalty: 4156.023438
	Iteration 17Q: 3 clusters Score -594723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -594731.375000 Penalty: 4156.023438
	Iteration 18Q: 3 clusters Score -594731.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -594736.437500 Penalty: 4156.023438
	Iteration 19Q: 3 clusters Score -594736.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -594742.125000 Penalty: 4156.023438
	Iteration 20F: 3 clusters Score -594742.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -594751.125000 Penalty: 4156.023438
	Iteration 21Q: 3 clusters Score -594751.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -594758.687500 Penalty: 4156.023438
	Iteration 22Q: 3 clusters Score -594758.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -594766.125000 Penalty: 4156.023438
	Iteration 23Q: 3 clusters Score -594766.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -594777.187500 Penalty: 4156.023438
	Iteration 24Q: 3 clusters Score -594777.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -594788.875000 Penalty: 4156.023438
	Iteration 25Q: 3 clusters Score -594788.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -594803.812500 Penalty: 4156.023438
	Iteration 26Q: 3 clusters Score -594803.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -594816.687500 Penalty: 4156.023438
	Iteration 27Q: 3 clusters Score -594816.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -594834.062500 Penalty: 4156.023438
	Iteration 28Q: 3 clusters Score -594834.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -594852.750000 Penalty: 4156.023438
	Iteration 29Q: 3 clusters Score -594852.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -594869.125000 Penalty: 4156.023438
	Iteration 30Q: 3 clusters Score -594869.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -594886.437500 Penalty: 4156.023438
	Iteration 31Q: 3 clusters Score -594886.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -594908.875000 Penalty: 4156.023438
	Iteration 32Q: 3 clusters Score -594908.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -594923.375000 Penalty: 4156.023438
	Iteration 33Q: 3 clusters Score -594923.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -594930.812500 Penalty: 4156.023438
	Iteration 34Q: 3 clusters Score -594930.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -594937.000000 Penalty: 4156.023438
	Iteration 35Q: 3 clusters Score -594937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -594941.750000 Penalty: 4156.023438
	Iteration 36Q: 3 clusters Score -594941.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -594948.125000 Penalty: 4156.023438
	Iteration 37Q: 3 clusters Score -594948.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -594954.000000 Penalty: 4156.023438
	Iteration 38Q: 3 clusters Score -594954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -594964.625000 Penalty: 4156.023438
	Iteration 39Q: 3 clusters Score -594964.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -594971.687500 Penalty: 4156.023438
	Iteration 40F: 3 clusters Score -594971.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -594977.437500 Penalty: 4156.023438
	Iteration 41Q: 3 clusters Score -594977.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -594982.062500 Penalty: 4156.023438
	Iteration 42Q: 3 clusters Score -594982.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -594984.500000 Penalty: 4156.023438
	Iteration 43Q: 3 clusters Score -594984.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -594985.875000 Penalty: 4156.023438
	Iteration 44Q: 3 clusters Score -594985.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -594989.187500 Penalty: 4156.023438
	Iteration 45Q: 3 clusters Score -594989.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -594992.250000 Penalty: 4156.023438
	Iteration 46Q: 3 clusters Score -594992.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -594993.375000 Penalty: 4156.023438
	Iteration 47Q: 3 clusters Score -594993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -594993.812500 Penalty: 4156.023438
	Iteration 48Q: 3 clusters Score -594993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -594993.687500 Penalty: 4156.023438
	Iteration 49Q: 3 clusters Score -594993.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -594994.625000 Penalty: 4156.023438
	Iteration 50Q: 3 clusters Score -594994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -594995.562500 Penalty: 4156.023438
	Iteration 51Q: 3 clusters Score -594995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -594995.625000 Penalty: 4156.023438
	Iteration 52Q: 3 clusters Score -594995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -594995.687500 Penalty: 4156.023438
	Iteration 53Q: 3 clusters Score -594995.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -594996.062500 Penalty: 4156.023438
	Iteration 54Q: 3 clusters Score -594996.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -594997.687500 Penalty: 4156.023438
	Iteration 55Q: 3 clusters Score -594997.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -594998.250000 Penalty: 4156.023438
	Iteration 56Q: 3 clusters Score -594998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -594998.375000 Penalty: 4156.023438
	Iteration 57Q: 3 clusters Score -594998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -594999.437500 Penalty: 4156.023438
	Iteration 58Q: 3 clusters Score -594999.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -595000.250000 Penalty: 4156.023438
	Iteration 59Q: 3 clusters Score -595000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -595001.250000 Penalty: 4156.023438
	Iteration 60F: 3 clusters Score -595001.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Entering Unmasked Estep 
Score: -1156422.625000 Penalty: 2207.437500
	Iteration 0F: 2 clusters Score -1156423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1150460.375000 Penalty: 4414.875000
	Iteration 0F: 3 clusters Score -1150460 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1152080.250000 Penalty: 4414.875000
	Iteration 1F: 3 clusters Score -1152080 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1152337.375000 Penalty: 4414.875000
	Iteration 2F: 3 clusters Score -1152337 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1152537.750000 Penalty: 4414.875000
	Iteration 3F: 3 clusters Score -1152538 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1152704.375000 Penalty: 4414.875000
	Iteration 4Q: 3 clusters Score -1152704 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1152868.500000 Penalty: 4414.875000
	Iteration 5Q: 3 clusters Score -1152868 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1153039.875000 Penalty: 4414.875000
	Iteration 6Q: 3 clusters Score -1153040 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1153230.250000 Penalty: 4414.875000
	Iteration 7Q: 3 clusters Score -1153230 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1153432.750000 Penalty: 4414.875000
	Iteration 8Q: 3 clusters Score -1153433 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1153609.625000 Penalty: 4414.875000
	Iteration 9Q: 3 clusters Score -1153610 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1153752.750000 Penalty: 4414.875000
	Iteration 10Q: 3 clusters Score -1153753 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1153894.500000 Penalty: 4414.875000
	Iteration 11Q: 3 clusters Score -1153894 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1153994.000000 Penalty: 4414.875000
	Iteration 12Q: 3 clusters Score -1153994 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1154080.500000 Penalty: 4414.875000
	Iteration 13Q: 3 clusters Score -1154080 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1154138.250000 Penalty: 4414.875000
	Iteration 14Q: 3 clusters Score -1154138 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1154182.750000 Penalty: 4414.875000
	Iteration 15Q: 3 clusters Score -1154183 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1154225.000000 Penalty: 4414.875000
	Iteration 16Q: 3 clusters Score -1154225 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1154261.500000 Penalty: 4414.875000
	Iteration 17Q: 3 clusters Score -1154262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1154299.000000 Penalty: 4414.875000
	Iteration 18Q: 3 clusters Score -1154299 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1154334.125000 Penalty: 4414.875000
	Iteration 19Q: 3 clusters Score -1154334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1154363.125000 Penalty: 4414.875000
	Iteration 20F: 3 clusters Score -1154363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1154387.375000 Penalty: 4414.875000
	Iteration 21Q: 3 clusters Score -1154387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1154410.500000 Penalty: 4414.875000
	Iteration 22Q: 3 clusters Score -1154410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1154428.250000 Penalty: 4414.875000
	Iteration 23Q: 3 clusters Score -1154428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1154440.625000 Penalty: 4414.875000
	Iteration 24Q: 3 clusters Score -1154441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1154447.250000 Penalty: 4414.875000
	Iteration 25Q: 3 clusters Score -1154447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1154456.875000 Penalty: 4414.875000
	Iteration 26Q: 3 clusters Score -1154457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1154461.500000 Penalty: 4414.875000
	Iteration 27Q: 3 clusters Score -1154462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1154463.750000 Penalty: 4414.875000
	Iteration 28Q: 3 clusters Score -1154464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1154469.750000 Penalty: 4414.875000
	Iteration 29Q: 3 clusters Score -1154470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1154471.500000 Penalty: 4414.875000
	Iteration 30Q: 3 clusters Score -1154472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1154474.375000 Penalty: 4414.875000
	Iteration 31Q: 3 clusters Score -1154474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1154475.375000 Penalty: 4414.875000
	Iteration 32Q: 3 clusters Score -1154475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1154475.750000 Penalty: 4414.875000
	Iteration 33Q: 3 clusters Score -1154476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1154475.625000 Penalty: 4414.875000
	Iteration 34Q: 3 clusters Score -1154476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1154474.625000 Penalty: 4414.875000
	Iteration 35Q: 3 clusters Score -1154475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1154478.500000 Penalty: 4414.875000
	Iteration 36Q: 3 clusters Score -1154478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1154477.625000 Penalty: 4414.875000
	Iteration 37Q: 3 clusters Score -1154478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1154479.625000 Penalty: 4414.875000
	Iteration 38Q: 3 clusters Score -1154480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1154480.750000 Penalty: 4414.875000
	Iteration 39Q: 3 clusters Score -1154481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1154480.125000 Penalty: 4414.875000
	Iteration 40F: 3 clusters Score -1154480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1154481.625000 Penalty: 4414.875000
	Iteration 41Q: 3 clusters Score -1154482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1154481.625000 Penalty: 4414.875000
	Iteration 42F: 3 clusters Score -1154482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (97565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97565 members 
Entering Unmasked Estep 
Score: -15717542.000000 Penalty: 2849.091797
	Iteration 0F: 2 clusters Score -1.571754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -15655892.000000 Penalty: 5698.183594
	Iteration 0F: 3 clusters Score -1.565589e+07 nChanged 46003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -15682232.000000 Penalty: 5698.183594
	Iteration 1F: 3 clusters Score -1.568223e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -15683255.000000 Penalty: 5698.183594
	Iteration 2Q: 3 clusters Score -1.568326e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -15684388.000000 Penalty: 5698.183594
	Iteration 3Q: 3 clusters Score -1.568439e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -15685971.000000 Penalty: 5698.183594
	Iteration 4Q: 3 clusters Score -1.568597e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55778 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -15688043.000000 Penalty: 5698.183594
	Iteration 5Q: 3 clusters Score -1.568804e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -15690863.000000 Penalty: 5698.183594
	Iteration 6F: 3 clusters Score -1.569086e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -15694579.000000 Penalty: 5698.183594
	Iteration 7F: 3 clusters Score -1.569458e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66158 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -15699074.000000 Penalty: 5698.183594
	Iteration 8F: 3 clusters Score -1.569907e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69596 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -15702902.000000 Penalty: 5698.183594
	Iteration 9F: 3 clusters Score -1.57029e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72263 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -15705142.000000 Penalty: 5698.183594
	Iteration 10Q: 3 clusters Score -1.570514e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74640 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -15706548.000000 Penalty: 5698.183594
	Iteration 11Q: 3 clusters Score -1.570655e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76884 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -15707494.000000 Penalty: 5698.183594
	Iteration 12Q: 3 clusters Score -1.570749e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -15708406.000000 Penalty: 5698.183594
	Iteration 13Q: 3 clusters Score -1.570841e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81205 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -15709319.000000 Penalty: 5698.183594
	Iteration 14Q: 3 clusters Score -1.570932e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83205 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -15710160.000000 Penalty: 5698.183594
	Iteration 15Q: 3 clusters Score -1.571016e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85093 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -15710986.000000 Penalty: 5698.183594
	Iteration 16Q: 3 clusters Score -1.571099e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86676 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -15711762.000000 Penalty: 5698.183594
	Iteration 17Q: 3 clusters Score -1.571176e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88036 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -15712408.000000 Penalty: 5698.183594
	Iteration 18Q: 3 clusters Score -1.571241e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89189 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -15712951.000000 Penalty: 5698.183594
	Iteration 19Q: 3 clusters Score -1.571295e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90155 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -15713415.000000 Penalty: 5698.183594
	Iteration 20F: 3 clusters Score -1.571342e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90939 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -15713718.000000 Penalty: 5698.183594
	Iteration 21Q: 3 clusters Score -1.571372e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -15713961.000000 Penalty: 5698.183594
	Iteration 22Q: 3 clusters Score -1.571396e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92130 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -15714157.000000 Penalty: 5698.183594
	Iteration 23Q: 3 clusters Score -1.571416e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92601 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -15714361.000000 Penalty: 5698.183594
	Iteration 24Q: 3 clusters Score -1.571436e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93023 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -15714485.000000 Penalty: 5698.183594
	Iteration 25Q: 3 clusters Score -1.571448e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93386 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -15714580.000000 Penalty: 5698.183594
	Iteration 26Q: 3 clusters Score -1.571458e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93683 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -15714638.000000 Penalty: 5698.183594
	Iteration 27Q: 3 clusters Score -1.571464e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -15714715.000000 Penalty: 5698.183594
	Iteration 28Q: 3 clusters Score -1.571472e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94170 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -15714797.000000 Penalty: 5698.183594
	Iteration 29Q: 3 clusters Score -1.57148e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94363 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -15714821.000000 Penalty: 5698.183594
	Iteration 30Q: 3 clusters Score -1.571482e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94553 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -15714877.000000 Penalty: 5698.183594
	Iteration 31Q: 3 clusters Score -1.571488e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94723 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -15714973.000000 Penalty: 5698.183594
	Iteration 32Q: 3 clusters Score -1.571497e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94872 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -15715027.000000 Penalty: 5698.183594
	Iteration 33Q: 3 clusters Score -1.571503e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95009 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -15715080.000000 Penalty: 5698.183594
	Iteration 34Q: 3 clusters Score -1.571508e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95102 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -15715120.000000 Penalty: 5698.183594
	Iteration 35Q: 3 clusters Score -1.571512e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95182 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -15715118.000000 Penalty: 5698.183594
	Iteration 36Q: 3 clusters Score -1.571512e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95266 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -15715141.000000 Penalty: 5698.183594
	Iteration 37Q: 3 clusters Score -1.571514e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95337 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -15715154.000000 Penalty: 5698.183594
	Iteration 38Q: 3 clusters Score -1.571515e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95401 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -15715168.000000 Penalty: 5698.183594
	Iteration 39Q: 3 clusters Score -1.571517e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95453 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -15715156.000000 Penalty: 5698.183594
	Iteration 40F: 3 clusters Score -1.571516e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95510 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -15715171.000000 Penalty: 5698.183594
	Iteration 41Q: 3 clusters Score -1.571517e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95555 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -15715196.000000 Penalty: 5698.183594
	Iteration 42Q: 3 clusters Score -1.57152e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -15715224.000000 Penalty: 5698.183594
	Iteration 43Q: 3 clusters Score -1.571522e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95621 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -15715206.000000 Penalty: 5698.183594
	Iteration 44Q: 3 clusters Score -1.571521e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -15715209.000000 Penalty: 5698.183594
	Iteration 45Q: 3 clusters Score -1.571521e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95673 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -15715217.000000 Penalty: 5698.183594
	Iteration 46Q: 3 clusters Score -1.571522e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95700 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -15715233.000000 Penalty: 5698.183594
	Iteration 47Q: 3 clusters Score -1.571523e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95720 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -15715260.000000 Penalty: 5698.183594
	Iteration 48Q: 3 clusters Score -1.571526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -15715246.000000 Penalty: 5698.183594
	Iteration 49Q: 3 clusters Score -1.571525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95750 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -15715252.000000 Penalty: 5698.183594
	Iteration 50Q: 3 clusters Score -1.571525e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95768 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -15715240.000000 Penalty: 5698.183594
	Iteration 51Q: 3 clusters Score -1.571524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95784 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -15715239.000000 Penalty: 5698.183594
	Iteration 52Q: 3 clusters Score -1.571524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95802 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -15715242.000000 Penalty: 5698.183594
	Iteration 53Q: 3 clusters Score -1.571524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -15715235.000000 Penalty: 5698.183594
	Iteration 54Q: 3 clusters Score -1.571524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95826 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -15715247.000000 Penalty: 5698.183594
	Iteration 55Q: 3 clusters Score -1.571525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95840 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -15715237.000000 Penalty: 5698.183594
	Iteration 56Q: 3 clusters Score -1.571524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95854 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -15715252.000000 Penalty: 5698.183594
	Iteration 57Q: 3 clusters Score -1.571525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -15715256.000000 Penalty: 5698.183594
	Iteration 58Q: 3 clusters Score -1.571526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -15715259.000000 Penalty: 5698.183594
	Iteration 59Q: 3 clusters Score -1.571526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -15715255.000000 Penalty: 5698.183594
	Iteration 60F: 3 clusters Score -1.571526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95886 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -15715264.000000 Penalty: 5698.183594
	Iteration 61Q: 3 clusters Score -1.571526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -15715257.000000 Penalty: 5698.183594
	Iteration 62Q: 3 clusters Score -1.571526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -15715267.000000 Penalty: 5698.183594
	Iteration 63Q: 3 clusters Score -1.571527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95907 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -15715285.000000 Penalty: 5698.183594
	Iteration 64Q: 3 clusters Score -1.571528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -15715286.000000 Penalty: 5698.183594
	Iteration 65Q: 3 clusters Score -1.571529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95922 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -15715304.000000 Penalty: 5698.183594
	Iteration 66Q: 3 clusters Score -1.57153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95925 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -15715299.000000 Penalty: 5698.183594
	Iteration 67Q: 3 clusters Score -1.57153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95929 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -15715280.000000 Penalty: 5698.183594
	Iteration 68Q: 3 clusters Score -1.571528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95936 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -15715287.000000 Penalty: 5698.183594
	Iteration 69Q: 3 clusters Score -1.571529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -15715294.000000 Penalty: 5698.183594
	Iteration 70Q: 3 clusters Score -1.571529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95955 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -15715291.000000 Penalty: 5698.183594
	Iteration 71Q: 3 clusters Score -1.571529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95962 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -15715292.000000 Penalty: 5698.183594
	Iteration 72Q: 3 clusters Score -1.571529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95971 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -15715293.000000 Penalty: 5698.183594
	Iteration 73Q: 3 clusters Score -1.571529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95981 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -15715283.000000 Penalty: 5698.183594
	Iteration 74Q: 3 clusters Score -1.571528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95985 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -15715282.000000 Penalty: 5698.183594
	Iteration 75Q: 3 clusters Score -1.571528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95990 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -15715298.000000 Penalty: 5698.183594
	Iteration 76Q: 3 clusters Score -1.57153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95996 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -15715296.000000 Penalty: 5698.183594
	Iteration 77Q: 3 clusters Score -1.57153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95999 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -15715306.000000 Penalty: 5698.183594
	Iteration 78Q: 3 clusters Score -1.571531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96003 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -15715293.000000 Penalty: 5698.183594
	Iteration 79Q: 3 clusters Score -1.571529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96010 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -15715305.000000 Penalty: 5698.183594
	Iteration 80F: 3 clusters Score -1.57153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96023 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -15715301.000000 Penalty: 5698.183594
	Iteration 81Q: 3 clusters Score -1.57153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96029 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -15715301.000000 Penalty: 5698.183594
	Iteration 82Q: 3 clusters Score -1.57153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -15715307.000000 Penalty: 5698.183594
	Iteration 83Q: 3 clusters Score -1.571531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96040 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -15715301.000000 Penalty: 5698.183594
	Iteration 84Q: 3 clusters Score -1.57153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -15715303.000000 Penalty: 5698.183594
	Iteration 85Q: 3 clusters Score -1.57153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96050 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -15715308.000000 Penalty: 5698.183594
	Iteration 86Q: 3 clusters Score -1.571531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96057 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -15715308.000000 Penalty: 5698.183594
	Iteration 87Q: 3 clusters Score -1.571531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96068 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -15715301.000000 Penalty: 5698.183594
	Iteration 88Q: 3 clusters Score -1.57153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96078 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -15715327.000000 Penalty: 5698.183594
	Iteration 89Q: 3 clusters Score -1.571533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96080 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -15715318.000000 Penalty: 5698.183594
	Iteration 90Q: 3 clusters Score -1.571532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96083 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -15715326.000000 Penalty: 5698.183594
	Iteration 91Q: 3 clusters Score -1.571533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96083 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -15715325.000000 Penalty: 5698.183594
	Iteration 92Q: 3 clusters Score -1.571532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -15715324.000000 Penalty: 5698.183594
	Iteration 93Q: 3 clusters Score -1.571532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -15715315.000000 Penalty: 5698.183594
	Iteration 94Q: 3 clusters Score -1.571532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -15715312.000000 Penalty: 5698.183594
	Iteration 95Q: 3 clusters Score -1.571531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96088 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -15715313.000000 Penalty: 5698.183594
	Iteration 96Q: 3 clusters Score -1.571531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96091 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -15715322.000000 Penalty: 5698.183594
	Iteration 97Q: 3 clusters Score -1.571532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96093 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -15715333.000000 Penalty: 5698.183594
	Iteration 98Q: 3 clusters Score -1.571533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96095 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -15715327.000000 Penalty: 5698.183594
	Iteration 99Q: 3 clusters Score -1.571533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96097 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -15715322.000000 Penalty: 5698.183594
	Iteration 100F: 3 clusters Score -1.571532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -15715318.000000 Penalty: 5698.183594
	Iteration 101Q: 3 clusters Score -1.571532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96104 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -15715323.000000 Penalty: 5698.183594
	Iteration 102Q: 3 clusters Score -1.571532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96107 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -15715314.000000 Penalty: 5698.183594
	Iteration 103Q: 3 clusters Score -1.571531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96109 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -15715322.000000 Penalty: 5698.183594
	Iteration 104Q: 3 clusters Score -1.571532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96110 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -15715319.000000 Penalty: 5698.183594
	Iteration 105Q: 3 clusters Score -1.571532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96113 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -15715327.000000 Penalty: 5698.183594
	Iteration 106Q: 3 clusters Score -1.571533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96112 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -15715333.000000 Penalty: 5698.183594
	Iteration 107Q: 3 clusters Score -1.571533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96112 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -15715333.000000 Penalty: 5698.183594
	Iteration 108F: 3 clusters Score -1.571533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Entering Unmasked Estep 
Score: -961081.062500 Penalty: 2166.370361
	Iteration 0F: 2 clusters Score -961081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -955799.687500 Penalty: 4332.740723
	Iteration 0F: 3 clusters Score -955799.7 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -957370.750000 Penalty: 4332.740723
	Iteration 1F: 3 clusters Score -957370.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -957802.187500 Penalty: 4332.740723
	Iteration 2F: 3 clusters Score -957802.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -958224.187500 Penalty: 4332.740723
	Iteration 3F: 3 clusters Score -958224.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -958594.937500 Penalty: 4332.740723
	Iteration 4F: 3 clusters Score -958594.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -958927.000000 Penalty: 4332.740723
	Iteration 5F: 3 clusters Score -958927 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -959235.062500 Penalty: 4332.740723
	Iteration 6F: 3 clusters Score -959235.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -959465.125000 Penalty: 4332.740723
	Iteration 7Q: 3 clusters Score -959465.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -959642.937500 Penalty: 4332.740723
	Iteration 8Q: 3 clusters Score -959642.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -959752.875000 Penalty: 4332.740723
	Iteration 9Q: 3 clusters Score -959752.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -959840.062500 Penalty: 4332.740723
	Iteration 10Q: 3 clusters Score -959840.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -959909.250000 Penalty: 4332.740723
	Iteration 11Q: 3 clusters Score -959909.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -959954.437500 Penalty: 4332.740723
	Iteration 12Q: 3 clusters Score -959954.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -959992.187500 Penalty: 4332.740723
	Iteration 13Q: 3 clusters Score -959992.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -960018.437500 Penalty: 4332.740723
	Iteration 14Q: 3 clusters Score -960018.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -960041.375000 Penalty: 4332.740723
	Iteration 15Q: 3 clusters Score -960041.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -960059.687500 Penalty: 4332.740723
	Iteration 16Q: 3 clusters Score -960059.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -960067.375000 Penalty: 4332.740723
	Iteration 17Q: 3 clusters Score -960067.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -960077.000000 Penalty: 4332.740723
	Iteration 18Q: 3 clusters Score -960077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -960080.000000 Penalty: 4332.740723
	Iteration 19Q: 3 clusters Score -960080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -960083.750000 Penalty: 4332.740723
	Iteration 20F: 3 clusters Score -960083.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -960089.750000 Penalty: 4332.740723
	Iteration 21Q: 3 clusters Score -960089.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -960096.750000 Penalty: 4332.740723
	Iteration 22Q: 3 clusters Score -960096.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -960098.500000 Penalty: 4332.740723
	Iteration 23Q: 3 clusters Score -960098.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -960100.437500 Penalty: 4332.740723
	Iteration 24Q: 3 clusters Score -960100.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -960101.812500 Penalty: 4332.740723
	Iteration 25Q: 3 clusters Score -960101.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -960101.625000 Penalty: 4332.740723
	Iteration 26Q: 3 clusters Score -960101.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -960103.375000 Penalty: 4332.740723
	Iteration 27Q: 3 clusters Score -960103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -960101.875000 Penalty: 4332.740723
	Iteration 28Q: 3 clusters Score -960101.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -960103.812500 Penalty: 4332.740723
	Iteration 29Q: 3 clusters Score -960103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -960104.062500 Penalty: 4332.740723
	Iteration 30Q: 3 clusters Score -960104.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -960104.062500 Penalty: 4332.740723
	Iteration 31F: 3 clusters Score -960104.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -37123.027344 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -37123.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -35958.515625 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -35958.52 nChanged 41
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: -36089.375000 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -36089.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36170.125000 Penalty: 2776.817383
	Iteration 2F: 3 clusters Score -36170.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36215.320312 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -36215.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36252.375000 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -36252.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36283.964844 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -36283.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36297.382812 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -36297.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36299.738281 Penalty: 2776.817383
	Iteration 7Q: 3 clusters Score -36299.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -36299.738281 Penalty: 2776.817383
	Iteration 8F: 3 clusters Score -36299.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Entering Unmasked Estep 
Score: -986502.000000 Penalty: 2168.593506
	Iteration 0F: 2 clusters Score -986502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -981237.250000 Penalty: 4337.187012
	Iteration 0F: 3 clusters Score -981237.2 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -982612.687500 Penalty: 4337.187012
	Iteration 1F: 3 clusters Score -982612.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -982889.000000 Penalty: 4337.187012
	Iteration 2F: 3 clusters Score -982889 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -983046.875000 Penalty: 4337.187012
	Iteration 3F: 3 clusters Score -983046.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -983140.750000 Penalty: 4337.187012
	Iteration 4Q: 3 clusters Score -983140.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -983230.187500 Penalty: 4337.187012
	Iteration 5Q: 3 clusters Score -983230.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -983295.375000 Penalty: 4337.187012
	Iteration 6Q: 3 clusters Score -983295.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -983350.250000 Penalty: 4337.187012
	Iteration 7Q: 3 clusters Score -983350.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -983390.375000 Penalty: 4337.187012
	Iteration 8Q: 3 clusters Score -983390.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -983420.687500 Penalty: 4337.187012
	Iteration 9Q: 3 clusters Score -983420.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -983454.250000 Penalty: 4337.187012
	Iteration 10Q: 3 clusters Score -983454.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -983490.250000 Penalty: 4337.187012
	Iteration 11Q: 3 clusters Score -983490.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -983541.750000 Penalty: 4337.187012
	Iteration 12Q: 3 clusters Score -983541.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -983596.312500 Penalty: 4337.187012
	Iteration 13Q: 3 clusters Score -983596.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -983665.375000 Penalty: 4337.187012
	Iteration 14Q: 3 clusters Score -983665.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -983729.937500 Penalty: 4337.187012
	Iteration 15Q: 3 clusters Score -983729.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -983804.125000 Penalty: 4337.187012
	Iteration 16Q: 3 clusters Score -983804.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -983903.000000 Penalty: 4337.187012
	Iteration 17Q: 3 clusters Score -983903 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -983994.750000 Penalty: 4337.187012
	Iteration 18Q: 3 clusters Score -983994.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -984084.125000 Penalty: 4337.187012
	Iteration 19Q: 3 clusters Score -984084.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -984164.125000 Penalty: 4337.187012
	Iteration 20F: 3 clusters Score -984164.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -984251.937500 Penalty: 4337.187012
	Iteration 21Q: 3 clusters Score -984251.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -984328.250000 Penalty: 4337.187012
	Iteration 22Q: 3 clusters Score -984328.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -984402.562500 Penalty: 4337.187012
	Iteration 23Q: 3 clusters Score -984402.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -984462.125000 Penalty: 4337.187012
	Iteration 24Q: 3 clusters Score -984462.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -984515.812500 Penalty: 4337.187012
	Iteration 25Q: 3 clusters Score -984515.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -984573.625000 Penalty: 4337.187012
	Iteration 26Q: 3 clusters Score -984573.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -984624.250000 Penalty: 4337.187012
	Iteration 27Q: 3 clusters Score -984624.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -984682.812500 Penalty: 4337.187012
	Iteration 28Q: 3 clusters Score -984682.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -984727.562500 Penalty: 4337.187012
	Iteration 29Q: 3 clusters Score -984727.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -984763.250000 Penalty: 4337.187012
	Iteration 30Q: 3 clusters Score -984763.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -984794.125000 Penalty: 4337.187012
	Iteration 31Q: 3 clusters Score -984794.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -984814.812500 Penalty: 4337.187012
	Iteration 32Q: 3 clusters Score -984814.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -984838.375000 Penalty: 4337.187012
	Iteration 33Q: 3 clusters Score -984838.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -984860.812500 Penalty: 4337.187012
	Iteration 34Q: 3 clusters Score -984860.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -984879.875000 Penalty: 4337.187012
	Iteration 35Q: 3 clusters Score -984879.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -984895.875000 Penalty: 4337.187012
	Iteration 36Q: 3 clusters Score -984895.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -984908.375000 Penalty: 4337.187012
	Iteration 37Q: 3 clusters Score -984908.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -984923.062500 Penalty: 4337.187012
	Iteration 38Q: 3 clusters Score -984923.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -984939.812500 Penalty: 4337.187012
	Iteration 39Q: 3 clusters Score -984939.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -984953.125000 Penalty: 4337.187012
	Iteration 40F: 3 clusters Score -984953.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -984965.375000 Penalty: 4337.187012
	Iteration 41Q: 3 clusters Score -984965.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -984971.750000 Penalty: 4337.187012
	Iteration 42Q: 3 clusters Score -984971.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -984976.062500 Penalty: 4337.187012
	Iteration 43Q: 3 clusters Score -984976.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -984978.937500 Penalty: 4337.187012
	Iteration 44Q: 3 clusters Score -984978.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -984984.125000 Penalty: 4337.187012
	Iteration 45Q: 3 clusters Score -984984.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -984990.937500 Penalty: 4337.187012
	Iteration 46Q: 3 clusters Score -984990.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -984993.437500 Penalty: 4337.187012
	Iteration 47Q: 3 clusters Score -984993.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -984997.187500 Penalty: 4337.187012
	Iteration 48Q: 3 clusters Score -984997.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -985001.187500 Penalty: 4337.187012
	Iteration 49Q: 3 clusters Score -985001.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -985005.000000 Penalty: 4337.187012
	Iteration 50Q: 3 clusters Score -985005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -985010.312500 Penalty: 4337.187012
	Iteration 51Q: 3 clusters Score -985010.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -985016.187500 Penalty: 4337.187012
	Iteration 52Q: 3 clusters Score -985016.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -985018.875000 Penalty: 4337.187012
	Iteration 53Q: 3 clusters Score -985018.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -985020.500000 Penalty: 4337.187012
	Iteration 54Q: 3 clusters Score -985020.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -985023.750000 Penalty: 4337.187012
	Iteration 55Q: 3 clusters Score -985023.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -985027.937500 Penalty: 4337.187012
	Iteration 56Q: 3 clusters Score -985027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -985026.875000 Penalty: 4337.187012
	Iteration 57Q: 3 clusters Score -985026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -985028.250000 Penalty: 4337.187012
	Iteration 58Q: 3 clusters Score -985028.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -985028.250000 Penalty: 4337.187012
	Iteration 59F: 3 clusters Score -985028.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -1373179.625000 Penalty: 2251.105469
	Iteration 0F: 2 clusters Score -1373180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1366192.750000 Penalty: 4502.210938
	Iteration 0F: 3 clusters Score -1366193 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1368200.125000 Penalty: 4502.210938
	Iteration 1F: 3 clusters Score -1368200 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1368615.625000 Penalty: 4502.210938
	Iteration 2F: 3 clusters Score -1368616 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1368967.125000 Penalty: 4502.210938
	Iteration 3F: 3 clusters Score -1368967 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1369287.750000 Penalty: 4502.210938
	Iteration 4F: 3 clusters Score -1369288 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1369586.250000 Penalty: 4502.210938
	Iteration 5F: 3 clusters Score -1369586 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1369837.375000 Penalty: 4502.210938
	Iteration 6Q: 3 clusters Score -1369837 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1370012.750000 Penalty: 4502.210938
	Iteration 7Q: 3 clusters Score -1370013 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1370146.125000 Penalty: 4502.210938
	Iteration 8Q: 3 clusters Score -1370146 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1370274.750000 Penalty: 4502.210938
	Iteration 9Q: 3 clusters Score -1370275 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1370367.625000 Penalty: 4502.210938
	Iteration 10Q: 3 clusters Score -1370368 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1370441.500000 Penalty: 4502.210938
	Iteration 11Q: 3 clusters Score -1370442 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1370497.375000 Penalty: 4502.210938
	Iteration 12Q: 3 clusters Score -1370497 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1370545.250000 Penalty: 4502.210938
	Iteration 13Q: 3 clusters Score -1370545 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1370576.250000 Penalty: 4502.210938
	Iteration 14Q: 3 clusters Score -1370576 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1370605.375000 Penalty: 4502.210938
	Iteration 15Q: 3 clusters Score -1370605 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1370633.375000 Penalty: 4502.210938
	Iteration 16Q: 3 clusters Score -1370633 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1370655.000000 Penalty: 4502.210938
	Iteration 17Q: 3 clusters Score -1370655 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1370681.375000 Penalty: 4502.210938
	Iteration 18Q: 3 clusters Score -1370681 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1370699.250000 Penalty: 4502.210938
	Iteration 19Q: 3 clusters Score -1370699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1370711.000000 Penalty: 4502.210938
	Iteration 20F: 3 clusters Score -1370711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1370718.125000 Penalty: 4502.210938
	Iteration 21Q: 3 clusters Score -1370718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1370731.250000 Penalty: 4502.210938
	Iteration 22Q: 3 clusters Score -1370731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1370738.375000 Penalty: 4502.210938
	Iteration 23Q: 3 clusters Score -1370738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1370747.125000 Penalty: 4502.210938
	Iteration 24Q: 3 clusters Score -1370747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1370758.375000 Penalty: 4502.210938
	Iteration 25Q: 3 clusters Score -1370758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1370776.625000 Penalty: 4502.210938
	Iteration 26Q: 3 clusters Score -1370777 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1370794.500000 Penalty: 4502.210938
	Iteration 27Q: 3 clusters Score -1370794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1370804.750000 Penalty: 4502.210938
	Iteration 28Q: 3 clusters Score -1370805 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1370825.625000 Penalty: 4502.210938
	Iteration 29Q: 3 clusters Score -1370826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1370837.125000 Penalty: 4502.210938
	Iteration 30Q: 3 clusters Score -1370837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1370847.500000 Penalty: 4502.210938
	Iteration 31Q: 3 clusters Score -1370848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1370846.750000 Penalty: 4502.210938
	Iteration 32Q: 3 clusters Score -1370847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1370851.750000 Penalty: 4502.210938
	Iteration 33Q: 3 clusters Score -1370852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1370855.875000 Penalty: 4502.210938
	Iteration 34Q: 3 clusters Score -1370856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1370860.000000 Penalty: 4502.210938
	Iteration 35Q: 3 clusters Score -1370860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1370862.250000 Penalty: 4502.210938
	Iteration 36Q: 3 clusters Score -1370862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1370861.750000 Penalty: 4502.210938
	Iteration 37Q: 3 clusters Score -1370862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1370868.875000 Penalty: 4502.210938
	Iteration 38Q: 3 clusters Score -1370869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1370872.500000 Penalty: 4502.210938
	Iteration 39Q: 3 clusters Score -1370872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1370875.125000 Penalty: 4502.210938
	Iteration 40F: 3 clusters Score -1370875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1370878.375000 Penalty: 4502.210938
	Iteration 41Q: 3 clusters Score -1370878 nChanged 9
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: -1370878.875000 Penalty: 4502.210938
	Iteration 42Q: 3 clusters Score -1370879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1370881.625000 Penalty: 4502.210938
	Iteration 43Q: 3 clusters Score -1370882 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: -1370880.750000 Penalty: 4502.210938
	Iteration 44Q: 3 clusters Score -1370881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1370884.875000 Penalty: 4502.210938
	Iteration 45Q: 3 clusters Score -1370885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1370884.625000 Penalty: 4502.210938
	Iteration 46Q: 3 clusters Score -1370885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1370889.250000 Penalty: 4502.210938
	Iteration 47Q: 3 clusters Score -1370889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1370887.375000 Penalty: 4502.210938
	Iteration 48Q: 3 clusters Score -1370887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1370895.125000 Penalty: 4502.210938
	Iteration 49Q: 3 clusters Score -1370895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1370894.875000 Penalty: 4502.210938
	Iteration 50Q: 3 clusters Score -1370895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1370904.250000 Penalty: 4502.210938
	Iteration 51Q: 3 clusters Score -1370904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1370905.125000 Penalty: 4502.210938
	Iteration 52Q: 3 clusters Score -1370905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1370913.500000 Penalty: 4502.210938
	Iteration 53Q: 3 clusters Score -1370914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1370921.500000 Penalty: 4502.210938
	Iteration 54Q: 3 clusters Score -1370922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1370923.500000 Penalty: 4502.210938
	Iteration 55Q: 3 clusters Score -1370924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1370930.875000 Penalty: 4502.210938
	Iteration 56Q: 3 clusters Score -1370931 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1370943.375000 Penalty: 4502.210938
	Iteration 57Q: 3 clusters Score -1370943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1370956.000000 Penalty: 4502.210938
	Iteration 58Q: 3 clusters Score -1370956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1370974.750000 Penalty: 4502.210938
	Iteration 59Q: 3 clusters Score -1370975 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1370995.750000 Penalty: 4502.210938
	Iteration 60F: 3 clusters Score -1370996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1371027.875000 Penalty: 4502.210938
	Iteration 61Q: 3 clusters Score -1371028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1371046.500000 Penalty: 4502.210938
	Iteration 62Q: 3 clusters Score -1371046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1371062.000000 Penalty: 4502.210938
	Iteration 63Q: 3 clusters Score -1371062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1371075.375000 Penalty: 4502.210938
	Iteration 64Q: 3 clusters Score -1371075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1371092.125000 Penalty: 4502.210938
	Iteration 65Q: 3 clusters Score -1371092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1371113.125000 Penalty: 4502.210938
	Iteration 66Q: 3 clusters Score -1371113 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1371136.875000 Penalty: 4502.210938
	Iteration 67Q: 3 clusters Score -1371137 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1371157.000000 Penalty: 4502.210938
	Iteration 68Q: 3 clusters Score -1371157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1371189.625000 Penalty: 4502.210938
	Iteration 69Q: 3 clusters Score -1371190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1371224.250000 Penalty: 4502.210938
	Iteration 70Q: 3 clusters Score -1371224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1371253.000000 Penalty: 4502.210938
	Iteration 71Q: 3 clusters Score -1371253 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1371283.625000 Penalty: 4502.210938
	Iteration 72Q: 3 clusters Score -1371284 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1371320.500000 Penalty: 4502.210938
	Iteration 73Q: 3 clusters Score -1371320 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1371360.250000 Penalty: 4502.210938
	Iteration 74Q: 3 clusters Score -1371360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1371396.375000 Penalty: 4502.210938
	Iteration 75Q: 3 clusters Score -1371396 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1371433.875000 Penalty: 4502.210938
	Iteration 76Q: 3 clusters Score -1371434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1371469.500000 Penalty: 4502.210938
	Iteration 77Q: 3 clusters Score -1371470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1371505.000000 Penalty: 4502.210938
	Iteration 78Q: 3 clusters Score -1371505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1371529.750000 Penalty: 4502.210938
	Iteration 79Q: 3 clusters Score -1371530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1371544.000000 Penalty: 4502.210938
	Iteration 80F: 3 clusters Score -1371544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1371550.500000 Penalty: 4502.210938
	Iteration 81Q: 3 clusters Score -1371550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1371562.500000 Penalty: 4502.210938
	Iteration 82Q: 3 clusters Score -1371562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1371567.750000 Penalty: 4502.210938
	Iteration 83Q: 3 clusters Score -1371568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1371570.625000 Penalty: 4502.210938
	Iteration 84Q: 3 clusters Score -1371571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1371573.875000 Penalty: 4502.210938
	Iteration 85Q: 3 clusters Score -1371574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1371578.250000 Penalty: 4502.210938
	Iteration 86Q: 3 clusters Score -1371578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1371578.000000 Penalty: 4502.210938
	Iteration 87Q: 3 clusters Score -1371578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1371579.625000 Penalty: 4502.210938
	Iteration 88Q: 3 clusters Score -1371580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1371580.375000 Penalty: 4502.210938
	Iteration 89Q: 3 clusters Score -1371580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1371580.375000 Penalty: 4502.210938
	Iteration 90Q: 3 clusters Score -1371580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1371585.250000 Penalty: 4502.210938
	Iteration 91Q: 3 clusters Score -1371585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1371589.500000 Penalty: 4502.210938
	Iteration 92Q: 3 clusters Score -1371590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1371593.125000 Penalty: 4502.210938
	Iteration 93Q: 3 clusters Score -1371593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1371592.375000 Penalty: 4502.210938
	Iteration 94Q: 3 clusters Score -1371592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1371593.750000 Penalty: 4502.210938
	Iteration 95Q: 3 clusters Score -1371594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1371593.750000 Penalty: 4502.210938
	Iteration 96F: 3 clusters Score -1371594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -76298.804688 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -76298.8 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 248 members 
Entering Unmasked Estep 
Score: -74744.367188 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -74744.37 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -74976.468750 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -74976.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -75103.468750 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -75103.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -75182.195312 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -75182.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -75226.867188 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -75226.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -75245.117188 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -75245.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -75250.867188 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -75250.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -75254.976562 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -75254.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -75267.578125 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -75267.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -75279.687500 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -75279.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -75293.851562 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -75293.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -75306.609375 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -75306.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -75317.398438 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -75317.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -75330.703125 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -75330.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -75349.835938 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -75349.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -75372.648438 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -75372.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -75402.398438 Penalty: 3104.752441
	Iteration 16Q: 3 clusters Score -75402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -75408.679688 Penalty: 3104.752441
	Iteration 17Q: 3 clusters Score -75408.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -75411.039062 Penalty: 3104.752441
	Iteration 18Q: 3 clusters Score -75411.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -75411.039062 Penalty: 3104.752441
	Iteration 19F: 3 clusters Score -75411.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Entering Unmasked Estep 
Score: -1586070.250000 Penalty: 2286.115967
	Iteration 0F: 2 clusters Score -1586070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1578312.625000 Penalty: 4572.231934
	Iteration 0F: 3 clusters Score -1578313 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1580645.750000 Penalty: 4572.231934
	Iteration 1F: 3 clusters Score -1580646 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1580981.500000 Penalty: 4572.231934
	Iteration 2F: 3 clusters Score -1580982 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1581249.625000 Penalty: 4572.231934
	Iteration 3F: 3 clusters Score -1581250 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1581476.125000 Penalty: 4572.231934
	Iteration 4Q: 3 clusters Score -1581476 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1581704.125000 Penalty: 4572.231934
	Iteration 5Q: 3 clusters Score -1581704 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1581951.000000 Penalty: 4572.231934
	Iteration 6Q: 3 clusters Score -1581951 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1582207.250000 Penalty: 4572.231934
	Iteration 7Q: 3 clusters Score -1582207 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1582456.875000 Penalty: 4572.231934
	Iteration 8Q: 3 clusters Score -1582457 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1582700.250000 Penalty: 4572.231934
	Iteration 9Q: 3 clusters Score -1582700 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1582888.500000 Penalty: 4572.231934
	Iteration 10Q: 3 clusters Score -1582888 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1583054.750000 Penalty: 4572.231934
	Iteration 11Q: 3 clusters Score -1583055 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1583222.125000 Penalty: 4572.231934
	Iteration 12Q: 3 clusters Score -1583222 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1583379.750000 Penalty: 4572.231934
	Iteration 13Q: 3 clusters Score -1583380 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1583542.625000 Penalty: 4572.231934
	Iteration 14Q: 3 clusters Score -1583543 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1583645.875000 Penalty: 4572.231934
	Iteration 15Q: 3 clusters Score -1583646 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1583726.625000 Penalty: 4572.231934
	Iteration 16Q: 3 clusters Score -1583727 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1583798.750000 Penalty: 4572.231934
	Iteration 17Q: 3 clusters Score -1583799 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1583861.125000 Penalty: 4572.231934
	Iteration 18Q: 3 clusters Score -1583861 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1583931.375000 Penalty: 4572.231934
	Iteration 19Q: 3 clusters Score -1583931 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1583993.750000 Penalty: 4572.231934
	Iteration 20F: 3 clusters Score -1583994 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1584042.625000 Penalty: 4572.231934
	Iteration 21Q: 3 clusters Score -1584043 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1584078.125000 Penalty: 4572.231934
	Iteration 22Q: 3 clusters Score -1584078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1584101.375000 Penalty: 4572.231934
	Iteration 23Q: 3 clusters Score -1584101 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1584123.125000 Penalty: 4572.231934
	Iteration 24Q: 3 clusters Score -1584123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1584128.750000 Penalty: 4572.231934
	Iteration 25Q: 3 clusters Score -1584129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1584148.250000 Penalty: 4572.231934
	Iteration 26Q: 3 clusters Score -1584148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1584160.375000 Penalty: 4572.231934
	Iteration 27Q: 3 clusters Score -1584160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1584177.875000 Penalty: 4572.231934
	Iteration 28Q: 3 clusters Score -1584178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1584190.625000 Penalty: 4572.231934
	Iteration 29Q: 3 clusters Score -1584191 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1584199.500000 Penalty: 4572.231934
	Iteration 30Q: 3 clusters Score -1584200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1584207.500000 Penalty: 4572.231934
	Iteration 31Q: 3 clusters Score -1584208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1584215.625000 Penalty: 4572.231934
	Iteration 32Q: 3 clusters Score -1584216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1584221.375000 Penalty: 4572.231934
	Iteration 33Q: 3 clusters Score -1584221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1584225.875000 Penalty: 4572.231934
	Iteration 34Q: 3 clusters Score -1584226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1584232.375000 Penalty: 4572.231934
	Iteration 35Q: 3 clusters Score -1584232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1584238.625000 Penalty: 4572.231934
	Iteration 36Q: 3 clusters Score -1584239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1584243.500000 Penalty: 4572.231934
	Iteration 37Q: 3 clusters Score -1584244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1584246.875000 Penalty: 4572.231934
	Iteration 38Q: 3 clusters Score -1584247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1584248.875000 Penalty: 4572.231934
	Iteration 39Q: 3 clusters Score -1584249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1584258.750000 Penalty: 4572.231934
	Iteration 40F: 3 clusters Score -1584259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1584264.125000 Penalty: 4572.231934
	Iteration 41Q: 3 clusters Score -1584264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1584265.750000 Penalty: 4572.231934
	Iteration 42Q: 3 clusters Score -1584266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1584267.250000 Penalty: 4572.231934
	Iteration 43Q: 3 clusters Score -1584267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1584268.500000 Penalty: 4572.231934
	Iteration 44Q: 3 clusters Score -1584268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1584274.875000 Penalty: 4572.231934
	Iteration 45Q: 3 clusters Score -1584275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1584277.750000 Penalty: 4572.231934
	Iteration 46Q: 3 clusters Score -1584278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1584280.125000 Penalty: 4572.231934
	Iteration 47Q: 3 clusters Score -1584280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1584286.250000 Penalty: 4572.231934
	Iteration 48Q: 3 clusters Score -1584286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1584285.375000 Penalty: 4572.231934
	Iteration 49Q: 3 clusters Score -1584285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1584285.250000 Penalty: 4572.231934
	Iteration 50Q: 3 clusters Score -1584285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1584284.500000 Penalty: 4572.231934
	Iteration 51Q: 3 clusters Score -1584284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1584285.625000 Penalty: 4572.231934
	Iteration 52Q: 3 clusters Score -1584286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1584286.625000 Penalty: 4572.231934
	Iteration 53Q: 3 clusters Score -1584287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1584286.500000 Penalty: 4572.231934
	Iteration 54Q: 3 clusters Score -1584286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1584287.000000 Penalty: 4572.231934
	Iteration 55Q: 3 clusters Score -1584287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1584289.250000 Penalty: 4572.231934
	Iteration 56Q: 3 clusters Score -1584289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1584294.125000 Penalty: 4572.231934
	Iteration 57Q: 3 clusters Score -1584294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1584293.250000 Penalty: 4572.231934
	Iteration 58Q: 3 clusters Score -1584293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1584294.875000 Penalty: 4572.231934
	Iteration 59Q: 3 clusters Score -1584295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1584294.750000 Penalty: 4572.231934
	Iteration 60F: 3 clusters Score -1584295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1584297.125000 Penalty: 4572.231934
	Iteration 61Q: 3 clusters Score -1584297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1584299.125000 Penalty: 4572.231934
	Iteration 62Q: 3 clusters Score -1584299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1584306.625000 Penalty: 4572.231934
	Iteration 63Q: 3 clusters Score -1584307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1584306.500000 Penalty: 4572.231934
	Iteration 64Q: 3 clusters Score -1584306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1584308.500000 Penalty: 4572.231934
	Iteration 65Q: 3 clusters Score -1584308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1584310.125000 Penalty: 4572.231934
	Iteration 66Q: 3 clusters Score -1584310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1584312.625000 Penalty: 4572.231934
	Iteration 67Q: 3 clusters Score -1584313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1584313.750000 Penalty: 4572.231934
	Iteration 68Q: 3 clusters Score -1584314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1584313.000000 Penalty: 4572.231934
	Iteration 69Q: 3 clusters Score -1584313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1584313.250000 Penalty: 4572.231934
	Iteration 70Q: 3 clusters Score -1584313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1584314.750000 Penalty: 4572.231934
	Iteration 71Q: 3 clusters Score -1584315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1584314.750000 Penalty: 4572.231934
	Iteration 72F: 3 clusters Score -1584315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (16739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Entering Unmasked Estep 
Score: -2644432.500000 Penalty: 2411.923096
	Iteration 0F: 2 clusters Score -2644432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2632404.500000 Penalty: 4823.846191
	Iteration 0F: 3 clusters Score -2632404 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2636427.000000 Penalty: 4823.846191
	Iteration 1F: 3 clusters Score -2636427 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2636839.250000 Penalty: 4823.846191
	Iteration 2F: 3 clusters Score -2636839 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2637207.750000 Penalty: 4823.846191
	Iteration 3F: 3 clusters Score -2637208 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2637519.250000 Penalty: 4823.846191
	Iteration 4Q: 3 clusters Score -2637519 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2637807.750000 Penalty: 4823.846191
	Iteration 5Q: 3 clusters Score -2637808 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2638114.250000 Penalty: 4823.846191
	Iteration 6Q: 3 clusters Score -2638114 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2638452.500000 Penalty: 4823.846191
	Iteration 7Q: 3 clusters Score -2638452 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2638843.250000 Penalty: 4823.846191
	Iteration 8Q: 3 clusters Score -2638843 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2639436.500000 Penalty: 4823.846191
	Iteration 9Q: 3 clusters Score -2639436 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2640149.250000 Penalty: 4823.846191
	Iteration 10Q: 3 clusters Score -2640149 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2640729.000000 Penalty: 4823.846191
	Iteration 11Q: 3 clusters Score -2640729 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2641112.500000 Penalty: 4823.846191
	Iteration 12Q: 3 clusters Score -2641112 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2641372.750000 Penalty: 4823.846191
	Iteration 13Q: 3 clusters Score -2641373 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2641595.250000 Penalty: 4823.846191
	Iteration 14Q: 3 clusters Score -2641595 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2641792.000000 Penalty: 4823.846191
	Iteration 15Q: 3 clusters Score -2641792 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2641976.750000 Penalty: 4823.846191
	Iteration 16Q: 3 clusters Score -2641977 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2642137.750000 Penalty: 4823.846191
	Iteration 17Q: 3 clusters Score -2642138 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2642276.250000 Penalty: 4823.846191
	Iteration 18Q: 3 clusters Score -2642276 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2642384.750000 Penalty: 4823.846191
	Iteration 19Q: 3 clusters Score -2642385 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2642455.500000 Penalty: 4823.846191
	Iteration 20F: 3 clusters Score -2642456 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2642525.500000 Penalty: 4823.846191
	Iteration 21Q: 3 clusters Score -2642526 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2642555.500000 Penalty: 4823.846191
	Iteration 22Q: 3 clusters Score -2642556 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2642601.000000 Penalty: 4823.846191
	Iteration 23Q: 3 clusters Score -2642601 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2642628.250000 Penalty: 4823.846191
	Iteration 24Q: 3 clusters Score -2642628 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2642654.000000 Penalty: 4823.846191
	Iteration 25Q: 3 clusters Score -2642654 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2642668.000000 Penalty: 4823.846191
	Iteration 26Q: 3 clusters Score -2642668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2642699.750000 Penalty: 4823.846191
	Iteration 27Q: 3 clusters Score -2642700 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2642713.500000 Penalty: 4823.846191
	Iteration 28Q: 3 clusters Score -2642714 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2642731.000000 Penalty: 4823.846191
	Iteration 29Q: 3 clusters Score -2642731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2642739.750000 Penalty: 4823.846191
	Iteration 30Q: 3 clusters Score -2642740 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2642748.000000 Penalty: 4823.846191
	Iteration 31Q: 3 clusters Score -2642748 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2642759.250000 Penalty: 4823.846191
	Iteration 32Q: 3 clusters Score -2642759 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2642765.750000 Penalty: 4823.846191
	Iteration 33Q: 3 clusters Score -2642766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2642775.000000 Penalty: 4823.846191
	Iteration 34Q: 3 clusters Score -2642775 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2642786.000000 Penalty: 4823.846191
	Iteration 35Q: 3 clusters Score -2642786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2642788.000000 Penalty: 4823.846191
	Iteration 36Q: 3 clusters Score -2642788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2642795.250000 Penalty: 4823.846191
	Iteration 37Q: 3 clusters Score -2642795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2642798.750000 Penalty: 4823.846191
	Iteration 38Q: 3 clusters Score -2642799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2642810.250000 Penalty: 4823.846191
	Iteration 39Q: 3 clusters Score -2642810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2642824.000000 Penalty: 4823.846191
	Iteration 40F: 3 clusters Score -2642824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2642814.750000 Penalty: 4823.846191
	Iteration 41Q: 3 clusters Score -2642815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2642824.750000 Penalty: 4823.846191
	Iteration 42Q: 3 clusters Score -2642825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2642823.250000 Penalty: 4823.846191
	Iteration 43Q: 3 clusters Score -2642823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2642826.250000 Penalty: 4823.846191
	Iteration 44Q: 3 clusters Score -2642826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2642829.250000 Penalty: 4823.846191
	Iteration 45Q: 3 clusters Score -2642829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2642837.250000 Penalty: 4823.846191
	Iteration 46Q: 3 clusters Score -2642837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2642838.250000 Penalty: 4823.846191
	Iteration 47Q: 3 clusters Score -2642838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2642838.750000 Penalty: 4823.846191
	Iteration 48Q: 3 clusters Score -2642839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2642847.000000 Penalty: 4823.846191
	Iteration 49Q: 3 clusters Score -2642847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2642837.750000 Penalty: 4823.846191
	Iteration 50Q: 3 clusters Score -2642838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2642842.000000 Penalty: 4823.846191
	Iteration 51Q: 3 clusters Score -2642842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2642841.500000 Penalty: 4823.846191
	Iteration 52Q: 3 clusters Score -2642842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2642842.250000 Penalty: 4823.846191
	Iteration 53Q: 3 clusters Score -2642842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2642839.000000 Penalty: 4823.846191
	Iteration 54Q: 3 clusters Score -2642839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2642840.250000 Penalty: 4823.846191
	Iteration 55Q: 3 clusters Score -2642840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2642843.500000 Penalty: 4823.846191
	Iteration 56Q: 3 clusters Score -2642844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2642844.000000 Penalty: 4823.846191
	Iteration 57Q: 3 clusters Score -2642844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2642844.000000 Penalty: 4823.846191
	Iteration 58F: 3 clusters Score -2642844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -466944.843750 Penalty: 1985.992188
	Iteration 0F: 2 clusters Score -466944.8 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 1478 members 
Entering Unmasked Estep 
Score: -463705.187500 Penalty: 3971.984375
	Iteration 0F: 3 clusters Score -463705.2 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -464393.187500 Penalty: 3971.984375
	Iteration 1F: 3 clusters Score -464393.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -464569.062500 Penalty: 3971.984375
	Iteration 2F: 3 clusters Score -464569.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -464702.281250 Penalty: 3971.984375
	Iteration 3F: 3 clusters Score -464702.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -464846.125000 Penalty: 3971.984375
	Iteration 4F: 3 clusters Score -464846.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -465003.781250 Penalty: 3971.984375
	Iteration 5F: 3 clusters Score -465003.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -465179.031250 Penalty: 3971.984375
	Iteration 6Q: 3 clusters Score -465179 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -465365.187500 Penalty: 3971.984375
	Iteration 7Q: 3 clusters Score -465365.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -465539.343750 Penalty: 3971.984375
	Iteration 8Q: 3 clusters Score -465539.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -465656.500000 Penalty: 3971.984375
	Iteration 9Q: 3 clusters Score -465656.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -465734.937500 Penalty: 3971.984375
	Iteration 10Q: 3 clusters Score -465734.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -465784.406250 Penalty: 3971.984375
	Iteration 11Q: 3 clusters Score -465784.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -465810.781250 Penalty: 3971.984375
	Iteration 12Q: 3 clusters Score -465810.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -465830.781250 Penalty: 3971.984375
	Iteration 13Q: 3 clusters Score -465830.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -465837.687500 Penalty: 3971.984375
	Iteration 14Q: 3 clusters Score -465837.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -465842.968750 Penalty: 3971.984375
	Iteration 15Q: 3 clusters Score -465843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -465851.062500 Penalty: 3971.984375
	Iteration 16Q: 3 clusters Score -465851.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -465857.156250 Penalty: 3971.984375
	Iteration 17Q: 3 clusters Score -465857.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -465862.250000 Penalty: 3971.984375
	Iteration 18Q: 3 clusters Score -465862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -465863.312500 Penalty: 3971.984375
	Iteration 19Q: 3 clusters Score -465863.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -465865.718750 Penalty: 3971.984375
	Iteration 20F: 3 clusters Score -465865.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -465868.156250 Penalty: 3971.984375
	Iteration 21Q: 3 clusters Score -465868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -465869.406250 Penalty: 3971.984375
	Iteration 22Q: 3 clusters Score -465869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -465869.625000 Penalty: 3971.984375
	Iteration 23Q: 3 clusters Score -465869.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -465870.750000 Penalty: 3971.984375
	Iteration 24Q: 3 clusters Score -465870.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -465870.750000 Penalty: 3971.984375
	Iteration 25F: 3 clusters Score -465870.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (54491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Entering Unmasked Estep 
Score: -8543915.000000 Penalty: 2704.636230
	Iteration 0F: 2 clusters Score -8543915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -8507197.000000 Penalty: 5409.272461
	Iteration 0F: 3 clusters Score -8507197 nChanged 25330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -8521652.000000 Penalty: 5409.272461
	Iteration 1F: 3 clusters Score -8521652 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -8522834.000000 Penalty: 5409.272461
	Iteration 2F: 3 clusters Score -8522834 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -8524682.000000 Penalty: 5409.272461
	Iteration 3F: 3 clusters Score -8524682 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -8526928.000000 Penalty: 5409.272461
	Iteration 4F: 3 clusters Score -8526928 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -8529146.000000 Penalty: 5409.272461
	Iteration 5F: 3 clusters Score -8529146 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8532066 nChanged 2106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8533432 nChanged 639
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Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8533526 nChanged 549
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Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8533607 nChanged 519
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Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8533676 nChanged 502
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Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8533734 nChanged 485
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Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8533796 nChanged 474
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Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8533820 nChanged 468
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Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8533919 nChanged 489
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Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8534027 nChanged 524
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Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8534175 nChanged 584
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Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8534344 nChanged 615
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Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8534518 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8534689 nChanged 772
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Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8534913 nChanged 824
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8535159 nChanged 859
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8535417 nChanged 893
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8535777 nChanged 879
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Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8536095 nChanged 820
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Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8536379 nChanged 761
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Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8536648 nChanged 703
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8536811 nChanged 646
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Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8537055 nChanged 578
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8537230 nChanged 567
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Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8537374 nChanged 554
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Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8537553 nChanged 520
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Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8537710 nChanged 510
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Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8537849 nChanged 534
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Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8537980 nChanged 510
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Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8538098 nChanged 494
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Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8538208 nChanged 511
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Mstep: Class 1 contains 12514 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8538395 nChanged 519
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Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8538720 nChanged 523
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Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8539081 nChanged 473
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Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8539238 nChanged 498
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Mstep: Class 1 contains 9514 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9037 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8539694 nChanged 473
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Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8539933 nChanged 512
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Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8540177 nChanged 468
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Mstep: Class 1 contains 7626 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8540365 nChanged 417
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Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8540605 nChanged 335
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	Iteration 54Q: 3 clusters Score -8540749 nChanged 301
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8540827 nChanged 295
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Mstep: Class 1 contains 5975 members 
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	Iteration 56Q: 3 clusters Score -8540919 nChanged 294
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	Iteration 57Q: 3 clusters Score -8541004 nChanged 266
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	Iteration 60F: 3 clusters Score -8541232 nChanged 190
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	Iteration 61Q: 3 clusters Score -8541284 nChanged 175
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8541318 nChanged 142
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	Iteration 63Q: 3 clusters Score -8541343 nChanged 148
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8541383 nChanged 130
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Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8541415 nChanged 104
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8541440 nChanged 91
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	Iteration 67Q: 3 clusters Score -8541489 nChanged 94
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	Iteration 68Q: 3 clusters Score -8541480 nChanged 88
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	Iteration 69Q: 3 clusters Score -8541517 nChanged 71
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	Iteration 70Q: 3 clusters Score -8541544 nChanged 71
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8541559 nChanged 75
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8541560 nChanged 58
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8541556 nChanged 56
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8541579 nChanged 61
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	Iteration 76Q: 3 clusters Score -8541619 nChanged 62
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	Iteration 77Q: 3 clusters Score -8541627 nChanged 56
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	Iteration 78Q: 3 clusters Score -8541646 nChanged 58
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8541649 nChanged 48
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	Iteration 80F: 3 clusters Score -8541653 nChanged 47
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	Iteration 81Q: 3 clusters Score -8541672 nChanged 48
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	Iteration 82Q: 3 clusters Score -8541685 nChanged 38
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	Iteration 83Q: 3 clusters Score -8541695 nChanged 38
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	Iteration 84Q: 3 clusters Score -8541699 nChanged 36
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	Iteration 85Q: 3 clusters Score -8541709 nChanged 32
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	Iteration 86Q: 3 clusters Score -8541716 nChanged 31
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	Iteration 87Q: 3 clusters Score -8541720 nChanged 22
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	Iteration 88Q: 3 clusters Score -8541712 nChanged 22
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	Iteration 89Q: 3 clusters Score -8541713 nChanged 19
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	Iteration 91Q: 3 clusters Score -8541701 nChanged 23
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	Iteration 92Q: 3 clusters Score -8541698 nChanged 22
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	Iteration 93Q: 3 clusters Score -8541701 nChanged 22
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	Iteration 94Q: 3 clusters Score -8541713 nChanged 30
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	Iteration 95Q: 3 clusters Score -8541723 nChanged 20
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	Iteration 96Q: 3 clusters Score -8541731 nChanged 18
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	Iteration 97Q: 3 clusters Score -8541743 nChanged 13
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8541742 nChanged 10
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Entering Unmasked Estep 
Score: -8541752.000000 Penalty: 5409.272461
	Iteration 99Q: 3 clusters Score -8541752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -8541747.000000 Penalty: 5409.272461
	Iteration 100F: 3 clusters Score -8541747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -8541743.000000 Penalty: 5409.272461
	Iteration 101Q: 3 clusters Score -8541743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -8541733.000000 Penalty: 5409.272461
	Iteration 102Q: 3 clusters Score -8541733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -8541743.000000 Penalty: 5409.272461
	Iteration 103Q: 3 clusters Score -8541743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -8541753.000000 Penalty: 5409.272461
	Iteration 104Q: 3 clusters Score -8541753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -8541755.000000 Penalty: 5409.272461
	Iteration 105Q: 3 clusters Score -8541755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -8541753.000000 Penalty: 5409.272461
	Iteration 106Q: 3 clusters Score -8541753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -8541748.000000 Penalty: 5409.272461
	Iteration 107Q: 3 clusters Score -8541748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -8541753.000000 Penalty: 5409.272461
	Iteration 108Q: 3 clusters Score -8541753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -8541756.000000 Penalty: 5409.272461
	Iteration 109Q: 3 clusters Score -8541756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -8541756.000000 Penalty: 5409.272461
	Iteration 110Q: 3 clusters Score -8541756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -8541752.000000 Penalty: 5409.272461
	Iteration 111Q: 3 clusters Score -8541752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -8541757.000000 Penalty: 5409.272461
	Iteration 112Q: 3 clusters Score -8541757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -8541761.000000 Penalty: 5409.272461
	Iteration 113Q: 3 clusters Score -8541761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -8541753.000000 Penalty: 5409.272461
	Iteration 114Q: 3 clusters Score -8541753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -8541750.000000 Penalty: 5409.272461
	Iteration 115Q: 3 clusters Score -8541750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -8541755.000000 Penalty: 5409.272461
	Iteration 116Q: 3 clusters Score -8541755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -8541761.000000 Penalty: 5409.272461
	Iteration 117Q: 3 clusters Score -8541761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -8541766.000000 Penalty: 5409.272461
	Iteration 118Q: 3 clusters Score -8541766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -8541760.000000 Penalty: 5409.272461
	Iteration 119Q: 3 clusters Score -8541760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -8541758.000000 Penalty: 5409.272461
	Iteration 120F: 3 clusters Score -8541758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -8541759.000000 Penalty: 5409.272461
	Iteration 121Q: 3 clusters Score -8541759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -8541754.000000 Penalty: 5409.272461
	Iteration 122Q: 3 clusters Score -8541754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -8541753.000000 Penalty: 5409.272461
	Iteration 123Q: 3 clusters Score -8541753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -8541748.000000 Penalty: 5409.272461
	Iteration 124Q: 3 clusters Score -8541748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -8541743.000000 Penalty: 5409.272461
	Iteration 125Q: 3 clusters Score -8541743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -8541741.000000 Penalty: 5409.272461
	Iteration 126Q: 3 clusters Score -8541741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -8541746.000000 Penalty: 5409.272461
	Iteration 127Q: 3 clusters Score -8541746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 52139 members 
Entering Unmasked Estep 
Score: -8541746.000000 Penalty: 5409.272461
	Iteration 128Q: 3 clusters Score -8541746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -8541747.000000 Penalty: 5409.272461
	Iteration 129Q: 3 clusters Score -8541747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -8541751.000000 Penalty: 5409.272461
	Iteration 130Q: 3 clusters Score -8541751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -8541747.000000 Penalty: 5409.272461
	Iteration 131Q: 3 clusters Score -8541747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -8541750.000000 Penalty: 5409.272461
	Iteration 132Q: 3 clusters Score -8541750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -8541745.000000 Penalty: 5409.272461
	Iteration 133Q: 3 clusters Score -8541745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -8541748.000000 Penalty: 5409.272461
	Iteration 134Q: 3 clusters Score -8541748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -8541747.000000 Penalty: 5409.272461
	Iteration 135Q: 3 clusters Score -8541747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -8541749.000000 Penalty: 5409.272461
	Iteration 136Q: 3 clusters Score -8541749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -8541748.000000 Penalty: 5409.272461
	Iteration 137Q: 3 clusters Score -8541748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -8541748.000000 Penalty: 5409.272461
	Iteration 138Q: 3 clusters Score -8541748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -8541748.000000 Penalty: 5409.272461
	Iteration 139Q: 3 clusters Score -8541748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -8541748.000000 Penalty: 5409.272461
	Iteration 140F: 3 clusters Score -8541748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Entering Unmasked Estep 
Score: -1994206.500000 Penalty: 2336.811035
	Iteration 0F: 2 clusters Score -1994206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1985011.625000 Penalty: 4673.622070
	Iteration 0F: 3 clusters Score -1985012 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1987707.375000 Penalty: 4673.622070
	Iteration 1F: 3 clusters Score -1987707 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1988068.125000 Penalty: 4673.622070
	Iteration 2F: 3 clusters Score -1988068 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1988387.875000 Penalty: 4673.622070
	Iteration 3F: 3 clusters Score -1988388 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1988765.625000 Penalty: 4673.622070
	Iteration 4F: 3 clusters Score -1988766 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1989188.625000 Penalty: 4673.622070
	Iteration 5F: 3 clusters Score -1989189 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1989644.000000 Penalty: 4673.622070
	Iteration 6F: 3 clusters Score -1989644 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1990139.000000 Penalty: 4673.622070
	Iteration 7F: 3 clusters Score -1990139 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1990641.250000 Penalty: 4673.622070
	Iteration 8F: 3 clusters Score -1990641 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1991115.125000 Penalty: 4673.622070
	Iteration 9Q: 3 clusters Score -1991115 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1991513.875000 Penalty: 4673.622070
	Iteration 10Q: 3 clusters Score -1991514 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1991836.375000 Penalty: 4673.622070
	Iteration 11Q: 3 clusters Score -1991836 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1992041.375000 Penalty: 4673.622070
	Iteration 12Q: 3 clusters Score -1992041 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1992188.625000 Penalty: 4673.622070
	Iteration 13Q: 3 clusters Score -1992189 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1992296.250000 Penalty: 4673.622070
	Iteration 14Q: 3 clusters Score -1992296 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1992363.750000 Penalty: 4673.622070
	Iteration 15Q: 3 clusters Score -1992364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1992423.125000 Penalty: 4673.622070
	Iteration 16Q: 3 clusters Score -1992423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1992466.125000 Penalty: 4673.622070
	Iteration 17Q: 3 clusters Score -1992466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1992493.375000 Penalty: 4673.622070
	Iteration 18Q: 3 clusters Score -1992493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1992514.750000 Penalty: 4673.622070
	Iteration 19Q: 3 clusters Score -1992515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1992534.625000 Penalty: 4673.622070
	Iteration 20F: 3 clusters Score -1992535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1992547.375000 Penalty: 4673.622070
	Iteration 21Q: 3 clusters Score -1992547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1992553.625000 Penalty: 4673.622070
	Iteration 22Q: 3 clusters Score -1992554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1992561.125000 Penalty: 4673.622070
	Iteration 23Q: 3 clusters Score -1992561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1992562.500000 Penalty: 4673.622070
	Iteration 24Q: 3 clusters Score -1992562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1992563.875000 Penalty: 4673.622070
	Iteration 25Q: 3 clusters Score -1992564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1992566.500000 Penalty: 4673.622070
	Iteration 26Q: 3 clusters Score -1992566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1992571.000000 Penalty: 4673.622070
	Iteration 27Q: 3 clusters Score -1992571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1992573.750000 Penalty: 4673.622070
	Iteration 28Q: 3 clusters Score -1992574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1992572.750000 Penalty: 4673.622070
	Iteration 29Q: 3 clusters Score -1992573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1992573.375000 Penalty: 4673.622070
	Iteration 30Q: 3 clusters Score -1992573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1992577.625000 Penalty: 4673.622070
	Iteration 31Q: 3 clusters Score -1992578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1992576.250000 Penalty: 4673.622070
	Iteration 32Q: 3 clusters Score -1992576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1992576.750000 Penalty: 4673.622070
	Iteration 33Q: 3 clusters Score -1992577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1992578.250000 Penalty: 4673.622070
	Iteration 34Q: 3 clusters Score -1992578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1992578.250000 Penalty: 4673.622070
	Iteration 35F: 3 clusters Score -1992578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Entering Unmasked Estep 
Score: -1635278.750000 Penalty: 2298.685303
	Iteration 0F: 2 clusters Score -1635279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1627243.625000 Penalty: 4597.370605
	Iteration 0F: 3 clusters Score -1627244 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1629703.750000 Penalty: 4597.370605
	Iteration 1F: 3 clusters Score -1629704 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1630154.125000 Penalty: 4597.370605
	Iteration 2F: 3 clusters Score -1630154 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1630579.375000 Penalty: 4597.370605
	Iteration 3F: 3 clusters Score -1630579 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1631057.875000 Penalty: 4597.370605
	Iteration 4F: 3 clusters Score -1631058 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1631485.625000 Penalty: 4597.370605
	Iteration 5F: 3 clusters Score -1631486 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1631822.875000 Penalty: 4597.370605
	Iteration 6F: 3 clusters Score -1631823 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1632056.250000 Penalty: 4597.370605
	Iteration 7Q: 3 clusters Score -1632056 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1632211.875000 Penalty: 4597.370605
	Iteration 8Q: 3 clusters Score -1632212 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1632310.375000 Penalty: 4597.370605
	Iteration 9Q: 3 clusters Score -1632310 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1632371.625000 Penalty: 4597.370605
	Iteration 10Q: 3 clusters Score -1632372 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1632411.625000 Penalty: 4597.370605
	Iteration 11Q: 3 clusters Score -1632412 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1632445.750000 Penalty: 4597.370605
	Iteration 12Q: 3 clusters Score -1632446 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1632464.750000 Penalty: 4597.370605
	Iteration 13Q: 3 clusters Score -1632465 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1632475.375000 Penalty: 4597.370605
	Iteration 14Q: 3 clusters Score -1632475 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1632491.500000 Penalty: 4597.370605
	Iteration 15Q: 3 clusters Score -1632492 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1632507.375000 Penalty: 4597.370605
	Iteration 16Q: 3 clusters Score -1632507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1632513.875000 Penalty: 4597.370605
	Iteration 17Q: 3 clusters Score -1632514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1632519.375000 Penalty: 4597.370605
	Iteration 18Q: 3 clusters Score -1632519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1632528.000000 Penalty: 4597.370605
	Iteration 19Q: 3 clusters Score -1632528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1632530.250000 Penalty: 4597.370605
	Iteration 20F: 3 clusters Score -1632530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1632532.125000 Penalty: 4597.370605
	Iteration 21Q: 3 clusters Score -1632532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1632539.875000 Penalty: 4597.370605
	Iteration 22Q: 3 clusters Score -1632540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1632543.000000 Penalty: 4597.370605
	Iteration 23Q: 3 clusters Score -1632543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1632543.000000 Penalty: 4597.370605
	Iteration 24Q: 3 clusters Score -1632543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1632550.500000 Penalty: 4597.370605
	Iteration 25Q: 3 clusters Score -1632550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1632556.250000 Penalty: 4597.370605
	Iteration 26Q: 3 clusters Score -1632556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1632557.625000 Penalty: 4597.370605
	Iteration 27Q: 3 clusters Score -1632558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1632560.875000 Penalty: 4597.370605
	Iteration 28Q: 3 clusters Score -1632561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1632560.250000 Penalty: 4597.370605
	Iteration 29Q: 3 clusters Score -1632560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1632567.250000 Penalty: 4597.370605
	Iteration 30Q: 3 clusters Score -1632567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1632570.125000 Penalty: 4597.370605
	Iteration 31Q: 3 clusters Score -1632570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1632576.000000 Penalty: 4597.370605
	Iteration 32Q: 3 clusters Score -1632576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1632575.125000 Penalty: 4597.370605
	Iteration 33Q: 3 clusters Score -1632575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1632579.750000 Penalty: 4597.370605
	Iteration 34Q: 3 clusters Score -1632580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1632580.000000 Penalty: 4597.370605
	Iteration 35Q: 3 clusters Score -1632580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1632581.500000 Penalty: 4597.370605
	Iteration 36Q: 3 clusters Score -1632582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1632580.125000 Penalty: 4597.370605
	Iteration 37Q: 3 clusters Score -1632580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1632578.875000 Penalty: 4597.370605
	Iteration 38Q: 3 clusters Score -1632579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1632579.875000 Penalty: 4597.370605
	Iteration 39Q: 3 clusters Score -1632580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1632582.500000 Penalty: 4597.370605
	Iteration 40F: 3 clusters Score -1632582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1632584.125000 Penalty: 4597.370605
	Iteration 41Q: 3 clusters Score -1632584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1632582.000000 Penalty: 4597.370605
	Iteration 42Q: 3 clusters Score -1632582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1632584.250000 Penalty: 4597.370605
	Iteration 43Q: 3 clusters Score -1632584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1632587.875000 Penalty: 4597.370605
	Iteration 44Q: 3 clusters Score -1632588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1632588.125000 Penalty: 4597.370605
	Iteration 45Q: 3 clusters Score -1632588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1632588.375000 Penalty: 4597.370605
	Iteration 46Q: 3 clusters Score -1632588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1632590.000000 Penalty: 4597.370605
	Iteration 47Q: 3 clusters Score -1632590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1632588.500000 Penalty: 4597.370605
	Iteration 48Q: 3 clusters Score -1632588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1632590.000000 Penalty: 4597.370605
	Iteration 49Q: 3 clusters Score -1632590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1632589.500000 Penalty: 4597.370605
	Iteration 50Q: 3 clusters Score -1632590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1632593.875000 Penalty: 4597.370605
	Iteration 51Q: 3 clusters Score -1632594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1632595.375000 Penalty: 4597.370605
	Iteration 52Q: 3 clusters Score -1632595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1632596.625000 Penalty: 4597.370605
	Iteration 53Q: 3 clusters Score -1632597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1632597.375000 Penalty: 4597.370605
	Iteration 54Q: 3 clusters Score -1632597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1632599.375000 Penalty: 4597.370605
	Iteration 55Q: 3 clusters Score -1632599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1632599.375000 Penalty: 4597.370605
	Iteration 56F: 3 clusters Score -1632599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Entering Unmasked Estep 
Score: -2881449.250000 Penalty: 2450.281738
	Iteration 0F: 2 clusters Score -2881449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2867632.250000 Penalty: 4900.563477
	Iteration 0F: 3 clusters Score -2867632 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2872706.500000 Penalty: 4900.563477
	Iteration 1F: 3 clusters Score -2872706 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2873453.750000 Penalty: 4900.563477
	Iteration 2F: 3 clusters Score -2873454 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2874334.500000 Penalty: 4900.563477
	Iteration 3F: 3 clusters Score -2874334 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2875245.250000 Penalty: 4900.563477
	Iteration 4F: 3 clusters Score -2875245 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2876133.750000 Penalty: 4900.563477
	Iteration 5F: 3 clusters Score -2876134 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2877024.750000 Penalty: 4900.563477
	Iteration 6F: 3 clusters Score -2877025 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2877807.000000 Penalty: 4900.563477
	Iteration 7F: 3 clusters Score -2877807 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2878420.000000 Penalty: 4900.563477
	Iteration 8Q: 3 clusters Score -2878420 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2878817.000000 Penalty: 4900.563477
	Iteration 9Q: 3 clusters Score -2878817 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2879086.500000 Penalty: 4900.563477
	Iteration 10Q: 3 clusters Score -2879086 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2879253.000000 Penalty: 4900.563477
	Iteration 11Q: 3 clusters Score -2879253 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2879371.750000 Penalty: 4900.563477
	Iteration 12Q: 3 clusters Score -2879372 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2879460.000000 Penalty: 4900.563477
	Iteration 13Q: 3 clusters Score -2879460 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2879536.750000 Penalty: 4900.563477
	Iteration 14Q: 3 clusters Score -2879537 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2879587.750000 Penalty: 4900.563477
	Iteration 15Q: 3 clusters Score -2879588 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2879637.000000 Penalty: 4900.563477
	Iteration 16Q: 3 clusters Score -2879637 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2879675.750000 Penalty: 4900.563477
	Iteration 17Q: 3 clusters Score -2879676 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2879698.750000 Penalty: 4900.563477
	Iteration 18Q: 3 clusters Score -2879699 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2879742.250000 Penalty: 4900.563477
	Iteration 19Q: 3 clusters Score -2879742 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2879780.250000 Penalty: 4900.563477
	Iteration 20F: 3 clusters Score -2879780 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2879818.250000 Penalty: 4900.563477
	Iteration 21Q: 3 clusters Score -2879818 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2879860.750000 Penalty: 4900.563477
	Iteration 22Q: 3 clusters Score -2879861 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2879905.750000 Penalty: 4900.563477
	Iteration 23Q: 3 clusters Score -2879906 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2879945.750000 Penalty: 4900.563477
	Iteration 24Q: 3 clusters Score -2879946 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2879972.000000 Penalty: 4900.563477
	Iteration 25Q: 3 clusters Score -2879972 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2880007.250000 Penalty: 4900.563477
	Iteration 26Q: 3 clusters Score -2880007 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2880032.000000 Penalty: 4900.563477
	Iteration 27Q: 3 clusters Score -2880032 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2880048.000000 Penalty: 4900.563477
	Iteration 28Q: 3 clusters Score -2880048 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2880074.750000 Penalty: 4900.563477
	Iteration 29Q: 3 clusters Score -2880075 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2880102.750000 Penalty: 4900.563477
	Iteration 30Q: 3 clusters Score -2880103 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2880152.250000 Penalty: 4900.563477
	Iteration 31Q: 3 clusters Score -2880152 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2880183.250000 Penalty: 4900.563477
	Iteration 32Q: 3 clusters Score -2880183 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2880220.750000 Penalty: 4900.563477
	Iteration 33Q: 3 clusters Score -2880221 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2880246.000000 Penalty: 4900.563477
	Iteration 34Q: 3 clusters Score -2880246 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2880276.750000 Penalty: 4900.563477
	Iteration 35Q: 3 clusters Score -2880277 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2880300.750000 Penalty: 4900.563477
	Iteration 36Q: 3 clusters Score -2880301 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2880326.750000 Penalty: 4900.563477
	Iteration 37Q: 3 clusters Score -2880327 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2880331.750000 Penalty: 4900.563477
	Iteration 38Q: 3 clusters Score -2880332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2880341.750000 Penalty: 4900.563477
	Iteration 39Q: 3 clusters Score -2880342 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2880362.250000 Penalty: 4900.563477
	Iteration 40F: 3 clusters Score -2880362 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2880380.750000 Penalty: 4900.563477
	Iteration 41Q: 3 clusters Score -2880381 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2880412.250000 Penalty: 4900.563477
	Iteration 42Q: 3 clusters Score -2880412 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2880436.750000 Penalty: 4900.563477
	Iteration 43Q: 3 clusters Score -2880437 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2880455.500000 Penalty: 4900.563477
	Iteration 44Q: 3 clusters Score -2880456 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2880480.500000 Penalty: 4900.563477
	Iteration 45Q: 3 clusters Score -2880480 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2880497.250000 Penalty: 4900.563477
	Iteration 46Q: 3 clusters Score -2880497 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2880508.750000 Penalty: 4900.563477
	Iteration 47Q: 3 clusters Score -2880509 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2880527.750000 Penalty: 4900.563477
	Iteration 48Q: 3 clusters Score -2880528 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2880547.500000 Penalty: 4900.563477
	Iteration 49Q: 3 clusters Score -2880548 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2880554.250000 Penalty: 4900.563477
	Iteration 50Q: 3 clusters Score -2880554 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2880575.250000 Penalty: 4900.563477
	Iteration 51Q: 3 clusters Score -2880575 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2880592.750000 Penalty: 4900.563477
	Iteration 52Q: 3 clusters Score -2880593 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2880609.000000 Penalty: 4900.563477
	Iteration 53Q: 3 clusters Score -2880609 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2880627.000000 Penalty: 4900.563477
	Iteration 54Q: 3 clusters Score -2880627 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2880643.000000 Penalty: 4900.563477
	Iteration 55Q: 3 clusters Score -2880643 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2880656.500000 Penalty: 4900.563477
	Iteration 56Q: 3 clusters Score -2880656 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2880679.500000 Penalty: 4900.563477
	Iteration 57Q: 3 clusters Score -2880680 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2880690.750000 Penalty: 4900.563477
	Iteration 58Q: 3 clusters Score -2880691 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2880710.250000 Penalty: 4900.563477
	Iteration 59Q: 3 clusters Score -2880710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2880724.500000 Penalty: 4900.563477
	Iteration 60F: 3 clusters Score -2880724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2880737.250000 Penalty: 4900.563477
	Iteration 61Q: 3 clusters Score -2880737 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2880757.250000 Penalty: 4900.563477
	Iteration 62Q: 3 clusters Score -2880757 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2880763.750000 Penalty: 4900.563477
	Iteration 63Q: 3 clusters Score -2880764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2880782.000000 Penalty: 4900.563477
	Iteration 64Q: 3 clusters Score -2880782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2880793.250000 Penalty: 4900.563477
	Iteration 65Q: 3 clusters Score -2880793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2880804.250000 Penalty: 4900.563477
	Iteration 66Q: 3 clusters Score -2880804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2880810.750000 Penalty: 4900.563477
	Iteration 67Q: 3 clusters Score -2880811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2880816.000000 Penalty: 4900.563477
	Iteration 68Q: 3 clusters Score -2880816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2880823.000000 Penalty: 4900.563477
	Iteration 69Q: 3 clusters Score -2880823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2880826.500000 Penalty: 4900.563477
	Iteration 70Q: 3 clusters Score -2880826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2880827.000000 Penalty: 4900.563477
	Iteration 71Q: 3 clusters Score -2880827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2880833.500000 Penalty: 4900.563477
	Iteration 72Q: 3 clusters Score -2880834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2880834.500000 Penalty: 4900.563477
	Iteration 73Q: 3 clusters Score -2880834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2880838.000000 Penalty: 4900.563477
	Iteration 74Q: 3 clusters Score -2880838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2880834.500000 Penalty: 4900.563477
	Iteration 75Q: 3 clusters Score -2880834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2880830.000000 Penalty: 4900.563477
	Iteration 76Q: 3 clusters Score -2880830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2880842.000000 Penalty: 4900.563477
	Iteration 77Q: 3 clusters Score -2880842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2880838.750000 Penalty: 4900.563477
	Iteration 78Q: 3 clusters Score -2880839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2880841.500000 Penalty: 4900.563477
	Iteration 79Q: 3 clusters Score -2880842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2880841.750000 Penalty: 4900.563477
	Iteration 80F: 3 clusters Score -2880842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2880844.500000 Penalty: 4900.563477
	Iteration 81Q: 3 clusters Score -2880844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2880850.250000 Penalty: 4900.563477
	Iteration 82Q: 3 clusters Score -2880850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2880855.250000 Penalty: 4900.563477
	Iteration 83Q: 3 clusters Score -2880855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2880854.000000 Penalty: 4900.563477
	Iteration 84Q: 3 clusters Score -2880854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2880856.750000 Penalty: 4900.563477
	Iteration 85Q: 3 clusters Score -2880857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2880858.000000 Penalty: 4900.563477
	Iteration 86Q: 3 clusters Score -2880858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2880856.000000 Penalty: 4900.563477
	Iteration 87Q: 3 clusters Score -2880856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2880855.750000 Penalty: 4900.563477
	Iteration 88Q: 3 clusters Score -2880856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2880855.500000 Penalty: 4900.563477
	Iteration 89Q: 3 clusters Score -2880856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2880854.750000 Penalty: 4900.563477
	Iteration 90Q: 3 clusters Score -2880855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2880855.000000 Penalty: 4900.563477
	Iteration 91Q: 3 clusters Score -2880855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2880853.500000 Penalty: 4900.563477
	Iteration 92Q: 3 clusters Score -2880854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2880857.250000 Penalty: 4900.563477
	Iteration 93Q: 3 clusters Score -2880857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2880857.250000 Penalty: 4900.563477
	Iteration 94Q: 3 clusters Score -2880857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2880857.250000 Penalty: 4900.563477
	Iteration 95F: 3 clusters Score -2880857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -455185.593750 Penalty: 1982.417725
	Iteration 0F: 2 clusters Score -455185.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -451921.000000 Penalty: 3964.835449
	Iteration 0F: 3 clusters Score -451921 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -452612.343750 Penalty: 3964.835449
	Iteration 1F: 3 clusters Score -452612.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -452823.937500 Penalty: 3964.835449
	Iteration 2F: 3 clusters Score -452823.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -452987.000000 Penalty: 3964.835449
	Iteration 3F: 3 clusters Score -452987 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -453196.343750 Penalty: 3964.835449
	Iteration 4F: 3 clusters Score -453196.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -453331.687500 Penalty: 3964.835449
	Iteration 5F: 3 clusters Score -453331.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -453430.187500 Penalty: 3964.835449
	Iteration 6Q: 3 clusters Score -453430.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -453531.500000 Penalty: 3964.835449
	Iteration 7Q: 3 clusters Score -453531.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -453621.093750 Penalty: 3964.835449
	Iteration 8Q: 3 clusters Score -453621.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -453679.000000 Penalty: 3964.835449
	Iteration 9Q: 3 clusters Score -453679 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -453722.656250 Penalty: 3964.835449
	Iteration 10Q: 3 clusters Score -453722.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -453748.781250 Penalty: 3964.835449
	Iteration 11Q: 3 clusters Score -453748.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -453771.531250 Penalty: 3964.835449
	Iteration 12Q: 3 clusters Score -453771.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -453797.312500 Penalty: 3964.835449
	Iteration 13Q: 3 clusters Score -453797.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -453821.187500 Penalty: 3964.835449
	Iteration 14Q: 3 clusters Score -453821.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -453847.531250 Penalty: 3964.835449
	Iteration 15Q: 3 clusters Score -453847.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -453872.656250 Penalty: 3964.835449
	Iteration 16Q: 3 clusters Score -453872.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -453891.750000 Penalty: 3964.835449
	Iteration 17Q: 3 clusters Score -453891.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -453908.093750 Penalty: 3964.835449
	Iteration 18Q: 3 clusters Score -453908.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -453925.312500 Penalty: 3964.835449
	Iteration 19Q: 3 clusters Score -453925.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -453939.562500 Penalty: 3964.835449
	Iteration 20F: 3 clusters Score -453939.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -453952.062500 Penalty: 3964.835449
	Iteration 21Q: 3 clusters Score -453952.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -453965.625000 Penalty: 3964.835449
	Iteration 22Q: 3 clusters Score -453965.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -453973.781250 Penalty: 3964.835449
	Iteration 23Q: 3 clusters Score -453973.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -453982.000000 Penalty: 3964.835449
	Iteration 24Q: 3 clusters Score -453982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -453990.062500 Penalty: 3964.835449
	Iteration 25Q: 3 clusters Score -453990.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -453994.406250 Penalty: 3964.835449
	Iteration 26Q: 3 clusters Score -453994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -453995.968750 Penalty: 3964.835449
	Iteration 27Q: 3 clusters Score -453996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -453998.250000 Penalty: 3964.835449
	Iteration 28Q: 3 clusters Score -453998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -454000.312500 Penalty: 3964.835449
	Iteration 29Q: 3 clusters Score -454000.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -454004.281250 Penalty: 3964.835449
	Iteration 30Q: 3 clusters Score -454004.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -454005.562500 Penalty: 3964.835449
	Iteration 31Q: 3 clusters Score -454005.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -454005.906250 Penalty: 3964.835449
	Iteration 32Q: 3 clusters Score -454005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -454005.812500 Penalty: 3964.835449
	Iteration 33Q: 3 clusters Score -454005.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -454005.812500 Penalty: 3964.835449
	Iteration 34F: 3 clusters Score -454005.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -83956.226562 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -83956.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82415.843750 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -82415.84 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82628.226562 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -82628.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -82744.593750 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -82744.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -82799.234375 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -82799.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -82876.445312 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -82876.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -82929.140625 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -82929.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -82965.328125 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -82965.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82984.460938 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -82984.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -83012.937500 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -83012.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -83046.640625 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -83046.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -83061.968750 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -83061.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -83069.156250 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -83069.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -83071.242188 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -83071.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -83074.500000 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -83074.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -83077.445312 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -83077.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -83077.679688 Penalty: 3152.629395
	Iteration 15F: 3 clusters Score -83077.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -83079.898438 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -83079.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -83079.898438 Penalty: 3152.629395
	Iteration 17F: 3 clusters Score -83079.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Entering Unmasked Estep 
Score: -2893662.500000 Penalty: 2433.274658
	Iteration 0F: 2 clusters Score -2893662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2880874.250000 Penalty: 4866.549316
	Iteration 0F: 3 clusters Score -2880874 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2885735.500000 Penalty: 4866.549316
	Iteration 1F: 3 clusters Score -2885736 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2886919.250000 Penalty: 4866.549316
	Iteration 2F: 3 clusters Score -2886919 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2888296.500000 Penalty: 4866.549316
	Iteration 3F: 3 clusters Score -2888296 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2889501.500000 Penalty: 4866.549316
	Iteration 4F: 3 clusters Score -2889502 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2890303.500000 Penalty: 4866.549316
	Iteration 5F: 3 clusters Score -2890304 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2890792.500000 Penalty: 4866.549316
	Iteration 6Q: 3 clusters Score -2890792 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2891062.250000 Penalty: 4866.549316
	Iteration 7Q: 3 clusters Score -2891062 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2891206.250000 Penalty: 4866.549316
	Iteration 8Q: 3 clusters Score -2891206 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2891311.000000 Penalty: 4866.549316
	Iteration 9Q: 3 clusters Score -2891311 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2891383.750000 Penalty: 4866.549316
	Iteration 10Q: 3 clusters Score -2891384 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2891441.750000 Penalty: 4866.549316
	Iteration 11Q: 3 clusters Score -2891442 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2891506.500000 Penalty: 4866.549316
	Iteration 12Q: 3 clusters Score -2891506 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2891577.250000 Penalty: 4866.549316
	Iteration 13Q: 3 clusters Score -2891577 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2891631.000000 Penalty: 4866.549316
	Iteration 14Q: 3 clusters Score -2891631 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2891720.250000 Penalty: 4866.549316
	Iteration 15Q: 3 clusters Score -2891720 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2891867.250000 Penalty: 4866.549316
	Iteration 16Q: 3 clusters Score -2891867 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2892020.750000 Penalty: 4866.549316
	Iteration 17Q: 3 clusters Score -2892021 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2892206.750000 Penalty: 4866.549316
	Iteration 18Q: 3 clusters Score -2892207 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2892386.000000 Penalty: 4866.549316
	Iteration 19Q: 3 clusters Score -2892386 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2892535.250000 Penalty: 4866.549316
	Iteration 20F: 3 clusters Score -2892535 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2892648.250000 Penalty: 4866.549316
	Iteration 21Q: 3 clusters Score -2892648 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2892727.000000 Penalty: 4866.549316
	Iteration 22Q: 3 clusters Score -2892727 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2892814.500000 Penalty: 4866.549316
	Iteration 23Q: 3 clusters Score -2892814 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2892893.500000 Penalty: 4866.549316
	Iteration 24Q: 3 clusters Score -2892894 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2892970.500000 Penalty: 4866.549316
	Iteration 25Q: 3 clusters Score -2892970 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2893033.500000 Penalty: 4866.549316
	Iteration 26Q: 3 clusters Score -2893034 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2893059.500000 Penalty: 4866.549316
	Iteration 27Q: 3 clusters Score -2893060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2893080.500000 Penalty: 4866.549316
	Iteration 28Q: 3 clusters Score -2893080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2893088.250000 Penalty: 4866.549316
	Iteration 29Q: 3 clusters Score -2893088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2893100.250000 Penalty: 4866.549316
	Iteration 30Q: 3 clusters Score -2893100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2893105.500000 Penalty: 4866.549316
	Iteration 31Q: 3 clusters Score -2893106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2893108.500000 Penalty: 4866.549316
	Iteration 32Q: 3 clusters Score -2893108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2893108.500000 Penalty: 4866.549316
	Iteration 33Q: 3 clusters Score -2893108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2893113.750000 Penalty: 4866.549316
	Iteration 34Q: 3 clusters Score -2893114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2893112.500000 Penalty: 4866.549316
	Iteration 35Q: 3 clusters Score -2893112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2893115.000000 Penalty: 4866.549316
	Iteration 36Q: 3 clusters Score -2893115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2893117.500000 Penalty: 4866.549316
	Iteration 37Q: 3 clusters Score -2893118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2893116.500000 Penalty: 4866.549316
	Iteration 38Q: 3 clusters Score -2893116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2893116.500000 Penalty: 4866.549316
	Iteration 39F: 3 clusters Score -2893116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -30454.851562 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -30454.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29381.291016 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -29381.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29439.621094 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -29439.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29454.410156 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -29454.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29457.273438 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -29457.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29457.273438 Penalty: 2670.709717
	Iteration 4F: 3 clusters Score -29457.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Entering Unmasked Estep 
Score: -135224.578125 Penalty: 1706.589966
	Iteration 0F: 2 clusters Score -135224.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -133322.984375 Penalty: 3413.179932
	Iteration 0F: 3 clusters Score -133323 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -133651.937500 Penalty: 3413.179932
	Iteration 1F: 3 clusters Score -133651.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -133773.890625 Penalty: 3413.179932
	Iteration 2F: 3 clusters Score -133773.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -133852.843750 Penalty: 3413.179932
	Iteration 3F: 3 clusters Score -133852.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -133898.265625 Penalty: 3413.179932
	Iteration 4Q: 3 clusters Score -133898.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -133943.765625 Penalty: 3413.179932
	Iteration 5Q: 3 clusters Score -133943.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -133971.453125 Penalty: 3413.179932
	Iteration 6Q: 3 clusters Score -133971.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -134007.171875 Penalty: 3413.179932
	Iteration 7Q: 3 clusters Score -134007.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -134027.218750 Penalty: 3413.179932
	Iteration 8Q: 3 clusters Score -134027.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -134034.218750 Penalty: 3413.179932
	Iteration 9Q: 3 clusters Score -134034.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -134035.375000 Penalty: 3413.179932
	Iteration 10Q: 3 clusters Score -134035.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -134040.343750 Penalty: 3413.179932
	Iteration 11Q: 3 clusters Score -134040.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -134041.750000 Penalty: 3413.179932
	Iteration 12Q: 3 clusters Score -134041.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -134044.812500 Penalty: 3413.179932
	Iteration 13Q: 3 clusters Score -134044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -134057.437500 Penalty: 3413.179932
	Iteration 14Q: 3 clusters Score -134057.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -134067.046875 Penalty: 3413.179932
	Iteration 15Q: 3 clusters Score -134067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -134105.390625 Penalty: 3413.179932
	Iteration 16Q: 3 clusters Score -134105.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -134131.609375 Penalty: 3413.179932
	Iteration 17Q: 3 clusters Score -134131.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -134154.187500 Penalty: 3413.179932
	Iteration 18Q: 3 clusters Score -134154.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -134186.171875 Penalty: 3413.179932
	Iteration 19Q: 3 clusters Score -134186.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -134195.906250 Penalty: 3413.179932
	Iteration 20F: 3 clusters Score -134195.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -134217.406250 Penalty: 3413.179932
	Iteration 21Q: 3 clusters Score -134217.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -134245.625000 Penalty: 3413.179932
	Iteration 22Q: 3 clusters Score -134245.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -134300.000000 Penalty: 3413.179932
	Iteration 23Q: 3 clusters Score -134300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -134334.484375 Penalty: 3413.179932
	Iteration 24Q: 3 clusters Score -134334.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -134361.015625 Penalty: 3413.179932
	Iteration 25Q: 3 clusters Score -134361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -134371.593750 Penalty: 3413.179932
	Iteration 26Q: 3 clusters Score -134371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -134377.531250 Penalty: 3413.179932
	Iteration 27Q: 3 clusters Score -134377.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -134383.281250 Penalty: 3413.179932
	Iteration 28Q: 3 clusters Score -134383.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -134383.281250 Penalty: 3413.179932
	Iteration 29F: 3 clusters Score -134383.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Entering Unmasked Estep 
Score: -1741766.625000 Penalty: 2307.778564
	Iteration 0F: 2 clusters Score -1741767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1733445.750000 Penalty: 4615.557129
	Iteration 0F: 3 clusters Score -1733446 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1735877.500000 Penalty: 4615.557129
	Iteration 1F: 3 clusters Score -1735878 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1736286.500000 Penalty: 4615.557129
	Iteration 2F: 3 clusters Score -1736286 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1736735.625000 Penalty: 4615.557129
	Iteration 3F: 3 clusters Score -1736736 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1737150.625000 Penalty: 4615.557129
	Iteration 4F: 3 clusters Score -1737151 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1737488.750000 Penalty: 4615.557129
	Iteration 5Q: 3 clusters Score -1737489 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1737764.875000 Penalty: 4615.557129
	Iteration 6Q: 3 clusters Score -1737765 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1738017.875000 Penalty: 4615.557129
	Iteration 7Q: 3 clusters Score -1738018 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1738248.875000 Penalty: 4615.557129
	Iteration 8Q: 3 clusters Score -1738249 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1738467.250000 Penalty: 4615.557129
	Iteration 9Q: 3 clusters Score -1738467 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1738688.375000 Penalty: 4615.557129
	Iteration 10Q: 3 clusters Score -1738688 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1738916.625000 Penalty: 4615.557129
	Iteration 11Q: 3 clusters Score -1738917 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1739166.625000 Penalty: 4615.557129
	Iteration 12Q: 3 clusters Score -1739167 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1739401.625000 Penalty: 4615.557129
	Iteration 13Q: 3 clusters Score -1739402 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1739632.750000 Penalty: 4615.557129
	Iteration 14Q: 3 clusters Score -1739633 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1739865.250000 Penalty: 4615.557129
	Iteration 15Q: 3 clusters Score -1739865 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1740082.625000 Penalty: 4615.557129
	Iteration 16Q: 3 clusters Score -1740083 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1740269.000000 Penalty: 4615.557129
	Iteration 17Q: 3 clusters Score -1740269 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1740398.750000 Penalty: 4615.557129
	Iteration 18Q: 3 clusters Score -1740399 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1740514.875000 Penalty: 4615.557129
	Iteration 19Q: 3 clusters Score -1740515 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1740617.625000 Penalty: 4615.557129
	Iteration 20F: 3 clusters Score -1740618 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1740703.000000 Penalty: 4615.557129
	Iteration 21Q: 3 clusters Score -1740703 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1740775.625000 Penalty: 4615.557129
	Iteration 22Q: 3 clusters Score -1740776 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1740853.000000 Penalty: 4615.557129
	Iteration 23Q: 3 clusters Score -1740853 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1740931.000000 Penalty: 4615.557129
	Iteration 24Q: 3 clusters Score -1740931 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1741027.750000 Penalty: 4615.557129
	Iteration 25Q: 3 clusters Score -1741028 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1741106.375000 Penalty: 4615.557129
	Iteration 26Q: 3 clusters Score -1741106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1741158.250000 Penalty: 4615.557129
	Iteration 27Q: 3 clusters Score -1741158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1741206.625000 Penalty: 4615.557129
	Iteration 28Q: 3 clusters Score -1741207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1741248.250000 Penalty: 4615.557129
	Iteration 29Q: 3 clusters Score -1741248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1741272.500000 Penalty: 4615.557129
	Iteration 30Q: 3 clusters Score -1741272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1741289.375000 Penalty: 4615.557129
	Iteration 31Q: 3 clusters Score -1741289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1741301.000000 Penalty: 4615.557129
	Iteration 32Q: 3 clusters Score -1741301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1741315.875000 Penalty: 4615.557129
	Iteration 33Q: 3 clusters Score -1741316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1741329.000000 Penalty: 4615.557129
	Iteration 34Q: 3 clusters Score -1741329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1741337.500000 Penalty: 4615.557129
	Iteration 35Q: 3 clusters Score -1741338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1741344.500000 Penalty: 4615.557129
	Iteration 36Q: 3 clusters Score -1741344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1741350.625000 Penalty: 4615.557129
	Iteration 37Q: 3 clusters Score -1741351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1741351.875000 Penalty: 4615.557129
	Iteration 38Q: 3 clusters Score -1741352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1741355.250000 Penalty: 4615.557129
	Iteration 39Q: 3 clusters Score -1741355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1741358.500000 Penalty: 4615.557129
	Iteration 40F: 3 clusters Score -1741358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1741359.875000 Penalty: 4615.557129
	Iteration 41Q: 3 clusters Score -1741360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1741362.875000 Penalty: 4615.557129
	Iteration 42Q: 3 clusters Score -1741363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1741365.125000 Penalty: 4615.557129
	Iteration 43Q: 3 clusters Score -1741365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1741371.625000 Penalty: 4615.557129
	Iteration 44Q: 3 clusters Score -1741372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1741369.625000 Penalty: 4615.557129
	Iteration 45Q: 3 clusters Score -1741370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1741369.625000 Penalty: 4615.557129
	Iteration 46F: 3 clusters Score -1741370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Entering Unmasked Estep 
Score: -429295.031250 Penalty: 1965.259644
	Iteration 0F: 2 clusters Score -429295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -426166.875000 Penalty: 3930.519287
	Iteration 0F: 3 clusters Score -426166.9 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -426789.156250 Penalty: 3930.519287
	Iteration 1F: 3 clusters Score -426789.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -426949.437500 Penalty: 3930.519287
	Iteration 2F: 3 clusters Score -426949.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -427070.187500 Penalty: 3930.519287
	Iteration 3F: 3 clusters Score -427070.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -427170.031250 Penalty: 3930.519287
	Iteration 4Q: 3 clusters Score -427170 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -427242.218750 Penalty: 3930.519287
	Iteration 5Q: 3 clusters Score -427242.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -427308.281250 Penalty: 3930.519287
	Iteration 6Q: 3 clusters Score -427308.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -427363.093750 Penalty: 3930.519287
	Iteration 7Q: 3 clusters Score -427363.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -427411.375000 Penalty: 3930.519287
	Iteration 8Q: 3 clusters Score -427411.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -427459.312500 Penalty: 3930.519287
	Iteration 9Q: 3 clusters Score -427459.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -427495.375000 Penalty: 3930.519287
	Iteration 10Q: 3 clusters Score -427495.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -427532.687500 Penalty: 3930.519287
	Iteration 11Q: 3 clusters Score -427532.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -427561.937500 Penalty: 3930.519287
	Iteration 12Q: 3 clusters Score -427561.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -427595.281250 Penalty: 3930.519287
	Iteration 13Q: 3 clusters Score -427595.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -427628.250000 Penalty: 3930.519287
	Iteration 14Q: 3 clusters Score -427628.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -427656.187500 Penalty: 3930.519287
	Iteration 15Q: 3 clusters Score -427656.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -427688.093750 Penalty: 3930.519287
	Iteration 16Q: 3 clusters Score -427688.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -427714.156250 Penalty: 3930.519287
	Iteration 17Q: 3 clusters Score -427714.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -427734.062500 Penalty: 3930.519287
	Iteration 18Q: 3 clusters Score -427734.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -427742.843750 Penalty: 3930.519287
	Iteration 19Q: 3 clusters Score -427742.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -427752.187500 Penalty: 3930.519287
	Iteration 20F: 3 clusters Score -427752.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -427762.781250 Penalty: 3930.519287
	Iteration 21Q: 3 clusters Score -427762.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -427768.500000 Penalty: 3930.519287
	Iteration 22Q: 3 clusters Score -427768.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -427770.968750 Penalty: 3930.519287
	Iteration 23Q: 3 clusters Score -427771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -427775.406250 Penalty: 3930.519287
	Iteration 24Q: 3 clusters Score -427775.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -427777.156250 Penalty: 3930.519287
	Iteration 25Q: 3 clusters Score -427777.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -427777.625000 Penalty: 3930.519287
	Iteration 26Q: 3 clusters Score -427777.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -427777.625000 Penalty: 3930.519287
	Iteration 27F: 3 clusters Score -427777.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -539419.562500 Penalty: 2038.058716
	Iteration 0F: 2 clusters Score -539419.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -535717.375000 Penalty: 4076.117432
	Iteration 0F: 3 clusters Score -535717.4 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -536599.125000 Penalty: 4076.117432
	Iteration 1F: 3 clusters Score -536599.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -536796.750000 Penalty: 4076.117432
	Iteration 2F: 3 clusters Score -536796.8 nChanged 195
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: -536939.437500 Penalty: 4076.117432
	Iteration 3F: 3 clusters Score -536939.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -537053.687500 Penalty: 4076.117432
	Iteration 4Q: 3 clusters Score -537053.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -537123.250000 Penalty: 4076.117432
	Iteration 5Q: 3 clusters Score -537123.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -537183.187500 Penalty: 4076.117432
	Iteration 6Q: 3 clusters Score -537183.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -537223.125000 Penalty: 4076.117432
	Iteration 7Q: 3 clusters Score -537223.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -537260.500000 Penalty: 4076.117432
	Iteration 8Q: 3 clusters Score -537260.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -537293.500000 Penalty: 4076.117432
	Iteration 9Q: 3 clusters Score -537293.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -537319.375000 Penalty: 4076.117432
	Iteration 10Q: 3 clusters Score -537319.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -537346.562500 Penalty: 4076.117432
	Iteration 11Q: 3 clusters Score -537346.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -537367.687500 Penalty: 4076.117432
	Iteration 12Q: 3 clusters Score -537367.7 nChanged 39
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: -537383.812500 Penalty: 4076.117432
	Iteration 13Q: 3 clusters Score -537383.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -537402.750000 Penalty: 4076.117432
	Iteration 14Q: 3 clusters Score -537402.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -537416.812500 Penalty: 4076.117432
	Iteration 15Q: 3 clusters Score -537416.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -537433.125000 Penalty: 4076.117432
	Iteration 16Q: 3 clusters Score -537433.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -537449.687500 Penalty: 4076.117432
	Iteration 17Q: 3 clusters Score -537449.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -537467.625000 Penalty: 4076.117432
	Iteration 18Q: 3 clusters Score -537467.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -537481.562500 Penalty: 4076.117432
	Iteration 19Q: 3 clusters Score -537481.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -537494.250000 Penalty: 4076.117432
	Iteration 20F: 3 clusters Score -537494.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -537504.187500 Penalty: 4076.117432
	Iteration 21Q: 3 clusters Score -537504.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -537514.500000 Penalty: 4076.117432
	Iteration 22Q: 3 clusters Score -537514.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -537524.000000 Penalty: 4076.117432
	Iteration 23Q: 3 clusters Score -537524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -537538.875000 Penalty: 4076.117432
	Iteration 24Q: 3 clusters Score -537538.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -537550.750000 Penalty: 4076.117432
	Iteration 25Q: 3 clusters Score -537550.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -537560.312500 Penalty: 4076.117432
	Iteration 26Q: 3 clusters Score -537560.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -537572.937500 Penalty: 4076.117432
	Iteration 27Q: 3 clusters Score -537572.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -537585.562500 Penalty: 4076.117432
	Iteration 28Q: 3 clusters Score -537585.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -537596.812500 Penalty: 4076.117432
	Iteration 29Q: 3 clusters Score -537596.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -537612.187500 Penalty: 4076.117432
	Iteration 30Q: 3 clusters Score -537612.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -537630.250000 Penalty: 4076.117432
	Iteration 31Q: 3 clusters Score -537630.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -537649.812500 Penalty: 4076.117432
	Iteration 32Q: 3 clusters Score -537649.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -537667.625000 Penalty: 4076.117432
	Iteration 33Q: 3 clusters Score -537667.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -537688.500000 Penalty: 4076.117432
	Iteration 34Q: 3 clusters Score -537688.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -537706.500000 Penalty: 4076.117432
	Iteration 35Q: 3 clusters Score -537706.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -537728.687500 Penalty: 4076.117432
	Iteration 36Q: 3 clusters Score -537728.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -537745.750000 Penalty: 4076.117432
	Iteration 37Q: 3 clusters Score -537745.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -537759.500000 Penalty: 4076.117432
	Iteration 38Q: 3 clusters Score -537759.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -537776.000000 Penalty: 4076.117432
	Iteration 39Q: 3 clusters Score -537776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -537783.312500 Penalty: 4076.117432
	Iteration 40F: 3 clusters Score -537783.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -537790.312500 Penalty: 4076.117432
	Iteration 41Q: 3 clusters Score -537790.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -537796.062500 Penalty: 4076.117432
	Iteration 42Q: 3 clusters Score -537796.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -537801.187500 Penalty: 4076.117432
	Iteration 43Q: 3 clusters Score -537801.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -537805.562500 Penalty: 4076.117432
	Iteration 44Q: 3 clusters Score -537805.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -537811.562500 Penalty: 4076.117432
	Iteration 45Q: 3 clusters Score -537811.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -537815.062500 Penalty: 4076.117432
	Iteration 46Q: 3 clusters Score -537815.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -537818.312500 Penalty: 4076.117432
	Iteration 47Q: 3 clusters Score -537818.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -537824.812500 Penalty: 4076.117432
	Iteration 48Q: 3 clusters Score -537824.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -537829.687500 Penalty: 4076.117432
	Iteration 49Q: 3 clusters Score -537829.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -537832.500000 Penalty: 4076.117432
	Iteration 50Q: 3 clusters Score -537832.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -537835.625000 Penalty: 4076.117432
	Iteration 51Q: 3 clusters Score -537835.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -537837.500000 Penalty: 4076.117432
	Iteration 52Q: 3 clusters Score -537837.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -537839.625000 Penalty: 4076.117432
	Iteration 53Q: 3 clusters Score -537839.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -537843.750000 Penalty: 4076.117432
	Iteration 54Q: 3 clusters Score -537843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -537845.312500 Penalty: 4076.117432
	Iteration 55Q: 3 clusters Score -537845.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -537847.812500 Penalty: 4076.117432
	Iteration 56Q: 3 clusters Score -537847.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -537849.312500 Penalty: 4076.117432
	Iteration 57Q: 3 clusters Score -537849.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -537852.937500 Penalty: 4076.117432
	Iteration 58Q: 3 clusters Score -537852.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -537857.937500 Penalty: 4076.117432
	Iteration 59Q: 3 clusters Score -537857.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -537863.000000 Penalty: 4076.117432
	Iteration 60F: 3 clusters Score -537863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -537865.750000 Penalty: 4076.117432
	Iteration 61Q: 3 clusters Score -537865.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -537868.375000 Penalty: 4076.117432
	Iteration 62Q: 3 clusters Score -537868.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -537871.187500 Penalty: 4076.117432
	Iteration 63Q: 3 clusters Score -537871.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -537875.187500 Penalty: 4076.117432
	Iteration 64Q: 3 clusters Score -537875.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -537881.562500 Penalty: 4076.117432
	Iteration 65Q: 3 clusters Score -537881.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -537885.312500 Penalty: 4076.117432
	Iteration 66Q: 3 clusters Score -537885.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -537891.875000 Penalty: 4076.117432
	Iteration 67Q: 3 clusters Score -537891.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -537896.437500 Penalty: 4076.117432
	Iteration 68Q: 3 clusters Score -537896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -537905.250000 Penalty: 4076.117432
	Iteration 69Q: 3 clusters Score -537905.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -537910.375000 Penalty: 4076.117432
	Iteration 70Q: 3 clusters Score -537910.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -537918.250000 Penalty: 4076.117432
	Iteration 71Q: 3 clusters Score -537918.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -537924.437500 Penalty: 4076.117432
	Iteration 72Q: 3 clusters Score -537924.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -537932.187500 Penalty: 4076.117432
	Iteration 73Q: 3 clusters Score -537932.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -537940.562500 Penalty: 4076.117432
	Iteration 74Q: 3 clusters Score -537940.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -537944.375000 Penalty: 4076.117432
	Iteration 75Q: 3 clusters Score -537944.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -537949.812500 Penalty: 4076.117432
	Iteration 76Q: 3 clusters Score -537949.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -537953.437500 Penalty: 4076.117432
	Iteration 77Q: 3 clusters Score -537953.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -537964.312500 Penalty: 4076.117432
	Iteration 78Q: 3 clusters Score -537964.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -537972.062500 Penalty: 4076.117432
	Iteration 79Q: 3 clusters Score -537972.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -537975.500000 Penalty: 4076.117432
	Iteration 80F: 3 clusters Score -537975.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -537979.937500 Penalty: 4076.117432
	Iteration 81Q: 3 clusters Score -537979.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -537987.312500 Penalty: 4076.117432
	Iteration 82Q: 3 clusters Score -537987.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -537997.812500 Penalty: 4076.117432
	Iteration 83Q: 3 clusters Score -537997.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -538005.437500 Penalty: 4076.117432
	Iteration 84Q: 3 clusters Score -538005.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -538010.937500 Penalty: 4076.117432
	Iteration 85Q: 3 clusters Score -538010.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -538021.500000 Penalty: 4076.117432
	Iteration 86Q: 3 clusters Score -538021.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -538032.187500 Penalty: 4076.117432
	Iteration 87Q: 3 clusters Score -538032.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -538041.750000 Penalty: 4076.117432
	Iteration 88Q: 3 clusters Score -538041.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -538048.625000 Penalty: 4076.117432
	Iteration 89Q: 3 clusters Score -538048.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -538053.812500 Penalty: 4076.117432
	Iteration 90Q: 3 clusters Score -538053.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -538058.500000 Penalty: 4076.117432
	Iteration 91Q: 3 clusters Score -538058.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -538059.312500 Penalty: 4076.117432
	Iteration 92Q: 3 clusters Score -538059.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -538060.687500 Penalty: 4076.117432
	Iteration 93Q: 3 clusters Score -538060.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -538064.625000 Penalty: 4076.117432
	Iteration 94Q: 3 clusters Score -538064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -538066.000000 Penalty: 4076.117432
	Iteration 95Q: 3 clusters Score -538066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -538066.875000 Penalty: 4076.117432
	Iteration 96Q: 3 clusters Score -538066.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -538067.625000 Penalty: 4076.117432
	Iteration 97Q: 3 clusters Score -538067.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -538066.875000 Penalty: 4076.117432
	Iteration 98Q: 3 clusters Score -538066.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -538066.875000 Penalty: 4076.117432
	Iteration 99F: 3 clusters Score -538066.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Entering Unmasked Estep 
Score: -1281982.750000 Penalty: 2254.482422
	Iteration 0F: 2 clusters Score -1281983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1275095.500000 Penalty: 4508.964844
	Iteration 0F: 3 clusters Score -1275096 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1277257.250000 Penalty: 4508.964844
	Iteration 1F: 3 clusters Score -1277257 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1277706.625000 Penalty: 4508.964844
	Iteration 2F: 3 clusters Score -1277707 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1278098.125000 Penalty: 4508.964844
	Iteration 3F: 3 clusters Score -1278098 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1278374.750000 Penalty: 4508.964844
	Iteration 4F: 3 clusters Score -1278375 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1278606.125000 Penalty: 4508.964844
	Iteration 5Q: 3 clusters Score -1278606 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1278823.000000 Penalty: 4508.964844
	Iteration 6Q: 3 clusters Score -1278823 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1278997.250000 Penalty: 4508.964844
	Iteration 7Q: 3 clusters Score -1278997 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1279144.750000 Penalty: 4508.964844
	Iteration 8Q: 3 clusters Score -1279145 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1279256.875000 Penalty: 4508.964844
	Iteration 9Q: 3 clusters Score -1279257 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1279358.375000 Penalty: 4508.964844
	Iteration 10Q: 3 clusters Score -1279358 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1279461.250000 Penalty: 4508.964844
	Iteration 11Q: 3 clusters Score -1279461 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1279570.000000 Penalty: 4508.964844
	Iteration 12Q: 3 clusters Score -1279570 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1279668.500000 Penalty: 4508.964844
	Iteration 13Q: 3 clusters Score -1279668 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1279776.750000 Penalty: 4508.964844
	Iteration 14Q: 3 clusters Score -1279777 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1279910.250000 Penalty: 4508.964844
	Iteration 15Q: 3 clusters Score -1279910 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1280037.375000 Penalty: 4508.964844
	Iteration 16Q: 3 clusters Score -1280037 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1280116.250000 Penalty: 4508.964844
	Iteration 17Q: 3 clusters Score -1280116 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1280174.500000 Penalty: 4508.964844
	Iteration 18Q: 3 clusters Score -1280174 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1280208.125000 Penalty: 4508.964844
	Iteration 19Q: 3 clusters Score -1280208 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1280236.250000 Penalty: 4508.964844
	Iteration 20F: 3 clusters Score -1280236 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1280251.250000 Penalty: 4508.964844
	Iteration 21Q: 3 clusters Score -1280251 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1280271.500000 Penalty: 4508.964844
	Iteration 22Q: 3 clusters Score -1280272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1280289.625000 Penalty: 4508.964844
	Iteration 23Q: 3 clusters Score -1280290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1280305.250000 Penalty: 4508.964844
	Iteration 24Q: 3 clusters Score -1280305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1280313.500000 Penalty: 4508.964844
	Iteration 25Q: 3 clusters Score -1280314 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1280328.125000 Penalty: 4508.964844
	Iteration 26Q: 3 clusters Score -1280328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1280339.250000 Penalty: 4508.964844
	Iteration 27Q: 3 clusters Score -1280339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1280345.000000 Penalty: 4508.964844
	Iteration 28Q: 3 clusters Score -1280345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1280350.375000 Penalty: 4508.964844
	Iteration 29Q: 3 clusters Score -1280350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1280357.125000 Penalty: 4508.964844
	Iteration 30Q: 3 clusters Score -1280357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1280359.500000 Penalty: 4508.964844
	Iteration 31Q: 3 clusters Score -1280360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1280358.625000 Penalty: 4508.964844
	Iteration 32Q: 3 clusters Score -1280359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1280359.500000 Penalty: 4508.964844
	Iteration 33Q: 3 clusters Score -1280360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1280364.375000 Penalty: 4508.964844
	Iteration 34Q: 3 clusters Score -1280364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1280362.750000 Penalty: 4508.964844
	Iteration 35Q: 3 clusters Score -1280363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1280364.500000 Penalty: 4508.964844
	Iteration 36Q: 3 clusters Score -1280364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1280364.500000 Penalty: 4508.964844
	Iteration 37F: 3 clusters Score -1280364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -49817.855469 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -49817.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48513.476562 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -48513.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48671.347656 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -48671.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -48706.460938 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -48706.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -48713.035156 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -48713.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -48713.035156 Penalty: 2904.115723
	Iteration 4F: 3 clusters Score -48713.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Entering Unmasked Estep 
Score: -2646199.500000 Penalty: 2411.774902
	Iteration 0F: 2 clusters Score -2646200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2634214.500000 Penalty: 4823.549805
	Iteration 0F: 3 clusters Score -2634214 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2638115.500000 Penalty: 4823.549805
	Iteration 1F: 3 clusters Score -2638116 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2638444.750000 Penalty: 4823.549805
	Iteration 2F: 3 clusters Score -2638445 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2638782.500000 Penalty: 4823.549805
	Iteration 3Q: 3 clusters Score -2638782 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2639099.250000 Penalty: 4823.549805
	Iteration 4Q: 3 clusters Score -2639099 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2639405.000000 Penalty: 4823.549805
	Iteration 5Q: 3 clusters Score -2639405 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2639701.250000 Penalty: 4823.549805
	Iteration 6Q: 3 clusters Score -2639701 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2639974.000000 Penalty: 4823.549805
	Iteration 7Q: 3 clusters Score -2639974 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2640231.500000 Penalty: 4823.549805
	Iteration 8Q: 3 clusters Score -2640232 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2640499.750000 Penalty: 4823.549805
	Iteration 9Q: 3 clusters Score -2640500 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2640788.000000 Penalty: 4823.549805
	Iteration 10Q: 3 clusters Score -2640788 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2641072.250000 Penalty: 4823.549805
	Iteration 11Q: 3 clusters Score -2641072 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2641308.750000 Penalty: 4823.549805
	Iteration 12Q: 3 clusters Score -2641309 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2641541.250000 Penalty: 4823.549805
	Iteration 13Q: 3 clusters Score -2641541 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2641742.250000 Penalty: 4823.549805
	Iteration 14Q: 3 clusters Score -2641742 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2641910.750000 Penalty: 4823.549805
	Iteration 15Q: 3 clusters Score -2641911 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2642077.750000 Penalty: 4823.549805
	Iteration 16Q: 3 clusters Score -2642078 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2642236.500000 Penalty: 4823.549805
	Iteration 17Q: 3 clusters Score -2642236 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2642402.750000 Penalty: 4823.549805
	Iteration 18Q: 3 clusters Score -2642403 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2642579.250000 Penalty: 4823.549805
	Iteration 19Q: 3 clusters Score -2642579 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2642754.500000 Penalty: 4823.549805
	Iteration 20F: 3 clusters Score -2642754 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2642935.500000 Penalty: 4823.549805
	Iteration 21Q: 3 clusters Score -2642936 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2643133.250000 Penalty: 4823.549805
	Iteration 22Q: 3 clusters Score -2643133 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2643319.250000 Penalty: 4823.549805
	Iteration 23Q: 3 clusters Score -2643319 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2643475.250000 Penalty: 4823.549805
	Iteration 24Q: 3 clusters Score -2643475 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2643620.500000 Penalty: 4823.549805
	Iteration 25Q: 3 clusters Score -2643620 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2643744.500000 Penalty: 4823.549805
	Iteration 26Q: 3 clusters Score -2643744 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2643830.750000 Penalty: 4823.549805
	Iteration 27Q: 3 clusters Score -2643831 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2643894.750000 Penalty: 4823.549805
	Iteration 28Q: 3 clusters Score -2643895 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2643946.750000 Penalty: 4823.549805
	Iteration 29Q: 3 clusters Score -2643947 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2643999.750000 Penalty: 4823.549805
	Iteration 30Q: 3 clusters Score -2644000 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2644047.000000 Penalty: 4823.549805
	Iteration 31Q: 3 clusters Score -2644047 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2644084.000000 Penalty: 4823.549805
	Iteration 32Q: 3 clusters Score -2644084 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2644121.500000 Penalty: 4823.549805
	Iteration 33Q: 3 clusters Score -2644122 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2644132.250000 Penalty: 4823.549805
	Iteration 34Q: 3 clusters Score -2644132 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2644152.250000 Penalty: 4823.549805
	Iteration 35Q: 3 clusters Score -2644152 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2644180.750000 Penalty: 4823.549805
	Iteration 36Q: 3 clusters Score -2644181 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2644207.750000 Penalty: 4823.549805
	Iteration 37Q: 3 clusters Score -2644208 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2644229.500000 Penalty: 4823.549805
	Iteration 38Q: 3 clusters Score -2644230 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2644247.000000 Penalty: 4823.549805
	Iteration 39Q: 3 clusters Score -2644247 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2644264.000000 Penalty: 4823.549805
	Iteration 40F: 3 clusters Score -2644264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2644282.750000 Penalty: 4823.549805
	Iteration 41Q: 3 clusters Score -2644283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2644291.500000 Penalty: 4823.549805
	Iteration 42Q: 3 clusters Score -2644292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2644297.750000 Penalty: 4823.549805
	Iteration 43Q: 3 clusters Score -2644298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2644316.000000 Penalty: 4823.549805
	Iteration 44Q: 3 clusters Score -2644316 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2644326.000000 Penalty: 4823.549805
	Iteration 45Q: 3 clusters Score -2644326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2644335.750000 Penalty: 4823.549805
	Iteration 46Q: 3 clusters Score -2644336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2644345.500000 Penalty: 4823.549805
	Iteration 47Q: 3 clusters Score -2644346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2644354.250000 Penalty: 4823.549805
	Iteration 48Q: 3 clusters Score -2644354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2644360.000000 Penalty: 4823.549805
	Iteration 49Q: 3 clusters Score -2644360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2644374.750000 Penalty: 4823.549805
	Iteration 50Q: 3 clusters Score -2644375 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2644383.500000 Penalty: 4823.549805
	Iteration 51Q: 3 clusters Score -2644384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2644402.750000 Penalty: 4823.549805
	Iteration 52Q: 3 clusters Score -2644403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2644405.500000 Penalty: 4823.549805
	Iteration 53Q: 3 clusters Score -2644406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2644411.750000 Penalty: 4823.549805
	Iteration 54Q: 3 clusters Score -2644412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2644419.000000 Penalty: 4823.549805
	Iteration 55Q: 3 clusters Score -2644419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2644426.250000 Penalty: 4823.549805
	Iteration 56Q: 3 clusters Score -2644426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2644431.500000 Penalty: 4823.549805
	Iteration 57Q: 3 clusters Score -2644432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2644440.750000 Penalty: 4823.549805
	Iteration 58Q: 3 clusters Score -2644441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2644438.250000 Penalty: 4823.549805
	Iteration 59Q: 3 clusters Score -2644438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2644445.250000 Penalty: 4823.549805
	Iteration 60F: 3 clusters Score -2644445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2644453.750000 Penalty: 4823.549805
	Iteration 61Q: 3 clusters Score -2644454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2644452.500000 Penalty: 4823.549805
	Iteration 62Q: 3 clusters Score -2644452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2644456.000000 Penalty: 4823.549805
	Iteration 63Q: 3 clusters Score -2644456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2644455.750000 Penalty: 4823.549805
	Iteration 64Q: 3 clusters Score -2644456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2644453.000000 Penalty: 4823.549805
	Iteration 65Q: 3 clusters Score -2644453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2644456.250000 Penalty: 4823.549805
	Iteration 66Q: 3 clusters Score -2644456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2644456.250000 Penalty: 4823.549805
	Iteration 67Q: 3 clusters Score -2644456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2644452.750000 Penalty: 4823.549805
	Iteration 68Q: 3 clusters Score -2644453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2644454.750000 Penalty: 4823.549805
	Iteration 69Q: 3 clusters Score -2644455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2644458.000000 Penalty: 4823.549805
	Iteration 70Q: 3 clusters Score -2644458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2644457.500000 Penalty: 4823.549805
	Iteration 71Q: 3 clusters Score -2644458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2644462.000000 Penalty: 4823.549805
	Iteration 72Q: 3 clusters Score -2644462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2644462.000000 Penalty: 4823.549805
	Iteration 73Q: 3 clusters Score -2644462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2644462.250000 Penalty: 4823.549805
	Iteration 74Q: 3 clusters Score -2644462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2644463.750000 Penalty: 4823.549805
	Iteration 75Q: 3 clusters Score -2644464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2644462.000000 Penalty: 4823.549805
	Iteration 76Q: 3 clusters Score -2644462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2644465.250000 Penalty: 4823.549805
	Iteration 77Q: 3 clusters Score -2644465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2644466.250000 Penalty: 4823.549805
	Iteration 78Q: 3 clusters Score -2644466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2644465.750000 Penalty: 4823.549805
	Iteration 79Q: 3 clusters Score -2644466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2644466.000000 Penalty: 4823.549805
	Iteration 80F: 3 clusters Score -2644466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -56756.746094 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -56756.75 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 190 members 
Entering Unmasked Estep 
Score: -55474.902344 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -55474.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -55681.289062 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -55681.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -55788.878906 Penalty: 2988.829590
	Iteration 2F: 3 clusters Score -55788.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -55865.472656 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -55865.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -55963.054688 Penalty: 2988.829590
	Iteration 4F: 3 clusters Score -55963.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -56075.636719 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -56075.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -56107.714844 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -56107.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -56171.121094 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -56171.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -56197.511719 Penalty: 2988.829590
	Iteration 8Q: 3 clusters Score -56197.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -56202.914062 Penalty: 2988.829590
	Iteration 9Q: 3 clusters Score -56202.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -56232.460938 Penalty: 2988.829590
	Iteration 10Q: 3 clusters Score -56232.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -56303.390625 Penalty: 2988.829590
	Iteration 11Q: 3 clusters Score -56303.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -56413.832031 Penalty: 2988.829590
	Iteration 12Q: 3 clusters Score -56413.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -56492.238281 Penalty: 2988.829590
	Iteration 13Q: 3 clusters Score -56492.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -56508.359375 Penalty: 2988.829590
	Iteration 14Q: 3 clusters Score -56508.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -56508.359375 Penalty: 2988.829590
	Iteration 15F: 3 clusters Score -56508.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (39587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Entering Unmasked Estep 
Score: -6246065.000000 Penalty: 2625.391602
	Iteration 0F: 2 clusters Score -6246065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -6219015.000000 Penalty: 5250.783203
	Iteration 0F: 3 clusters Score -6219015 nChanged 18294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -6229008.500000 Penalty: 5250.783203
	Iteration 1F: 3 clusters Score -6229008 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -6229453.000000 Penalty: 5250.783203
	Iteration 2Q: 3 clusters Score -6229453 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -6229914.500000 Penalty: 5250.783203
	Iteration 3Q: 3 clusters Score -6229914 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -6230399.500000 Penalty: 5250.783203
	Iteration 4Q: 3 clusters Score -6230400 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -6230960.000000 Penalty: 5250.783203
	Iteration 5Q: 3 clusters Score -6230960 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -6231682.000000 Penalty: 5250.783203
	Iteration 6Q: 3 clusters Score -6231682 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -6232605.500000 Penalty: 5250.783203
	Iteration 7Q: 3 clusters Score -6232606 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -6233534.500000 Penalty: 5250.783203
	Iteration 8Q: 3 clusters Score -6233534 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -6234627.500000 Penalty: 5250.783203
	Iteration 9F: 3 clusters Score -6234628 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -6235856.000000 Penalty: 5250.783203
	Iteration 10F: 3 clusters Score -6235856 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -6237062.000000 Penalty: 5250.783203
	Iteration 11Q: 3 clusters Score -6237062 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -6238128.500000 Penalty: 5250.783203
	Iteration 12Q: 3 clusters Score -6238128 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -6239115.500000 Penalty: 5250.783203
	Iteration 13Q: 3 clusters Score -6239116 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -6240052.500000 Penalty: 5250.783203
	Iteration 14Q: 3 clusters Score -6240052 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -6240827.000000 Penalty: 5250.783203
	Iteration 15Q: 3 clusters Score -6240827 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -6241333.000000 Penalty: 5250.783203
	Iteration 16Q: 3 clusters Score -6241333 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -6241732.000000 Penalty: 5250.783203
	Iteration 17Q: 3 clusters Score -6241732 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -6242122.000000 Penalty: 5250.783203
	Iteration 18Q: 3 clusters Score -6242122 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -6242418.000000 Penalty: 5250.783203
	Iteration 19Q: 3 clusters Score -6242418 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -6242782.000000 Penalty: 5250.783203
	Iteration 20F: 3 clusters Score -6242782 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -6243152.000000 Penalty: 5250.783203
	Iteration 21Q: 3 clusters Score -6243152 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -6243436.500000 Penalty: 5250.783203
	Iteration 22Q: 3 clusters Score -6243436 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -6243798.000000 Penalty: 5250.783203
	Iteration 23Q: 3 clusters Score -6243798 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -6244163.500000 Penalty: 5250.783203
	Iteration 24Q: 3 clusters Score -6244164 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -6244460.000000 Penalty: 5250.783203
	Iteration 25Q: 3 clusters Score -6244460 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -6244630.000000 Penalty: 5250.783203
	Iteration 26Q: 3 clusters Score -6244630 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -6244718.500000 Penalty: 5250.783203
	Iteration 27Q: 3 clusters Score -6244718 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -6244761.000000 Penalty: 5250.783203
	Iteration 28Q: 3 clusters Score -6244761 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -6244798.500000 Penalty: 5250.783203
	Iteration 29Q: 3 clusters Score -6244798 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -6244820.500000 Penalty: 5250.783203
	Iteration 30Q: 3 clusters Score -6244820 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -6244847.500000 Penalty: 5250.783203
	Iteration 31Q: 3 clusters Score -6244848 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -6244876.500000 Penalty: 5250.783203
	Iteration 32Q: 3 clusters Score -6244876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -6244879.000000 Penalty: 5250.783203
	Iteration 33Q: 3 clusters Score -6244879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -6244871.500000 Penalty: 5250.783203
	Iteration 34Q: 3 clusters Score -6244872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -6244879.500000 Penalty: 5250.783203
	Iteration 35Q: 3 clusters Score -6244880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -6244884.000000 Penalty: 5250.783203
	Iteration 36Q: 3 clusters Score -6244884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -6244895.000000 Penalty: 5250.783203
	Iteration 37Q: 3 clusters Score -6244895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -6244894.500000 Penalty: 5250.783203
	Iteration 38Q: 3 clusters Score -6244894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -6244892.500000 Penalty: 5250.783203
	Iteration 39Q: 3 clusters Score -6244892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -6244890.500000 Penalty: 5250.783203
	Iteration 40F: 3 clusters Score -6244890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -6244894.500000 Penalty: 5250.783203
	Iteration 41Q: 3 clusters Score -6244894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -6244890.500000 Penalty: 5250.783203
	Iteration 42Q: 3 clusters Score -6244890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -6244889.000000 Penalty: 5250.783203
	Iteration 43Q: 3 clusters Score -6244889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -6244911.000000 Penalty: 5250.783203
	Iteration 44Q: 3 clusters Score -6244911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -6244913.500000 Penalty: 5250.783203
	Iteration 45Q: 3 clusters Score -6244914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -6244903.500000 Penalty: 5250.783203
	Iteration 46Q: 3 clusters Score -6244904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -6244908.500000 Penalty: 5250.783203
	Iteration 47Q: 3 clusters Score -6244908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -6244911.000000 Penalty: 5250.783203
	Iteration 48Q: 3 clusters Score -6244911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -6244909.500000 Penalty: 5250.783203
	Iteration 49Q: 3 clusters Score -6244910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -6244915.500000 Penalty: 5250.783203
	Iteration 50Q: 3 clusters Score -6244916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -6244911.000000 Penalty: 5250.783203
	Iteration 51Q: 3 clusters Score -6244911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -6244902.500000 Penalty: 5250.783203
	Iteration 52Q: 3 clusters Score -6244902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -6244909.000000 Penalty: 5250.783203
	Iteration 53Q: 3 clusters Score -6244909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -6244907.500000 Penalty: 5250.783203
	Iteration 54Q: 3 clusters Score -6244908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -6244905.000000 Penalty: 5250.783203
	Iteration 55Q: 3 clusters Score -6244905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -6244905.000000 Penalty: 5250.783203
	Iteration 56Q: 3 clusters Score -6244905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -6244911.000000 Penalty: 5250.783203
	Iteration 57Q: 3 clusters Score -6244911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -6244912.000000 Penalty: 5250.783203
	Iteration 58Q: 3 clusters Score -6244912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -6244906.500000 Penalty: 5250.783203
	Iteration 59Q: 3 clusters Score -6244906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -6244909.500000 Penalty: 5250.783203
	Iteration 60F: 3 clusters Score -6244910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -6244903.000000 Penalty: 5250.783203
	Iteration 61Q: 3 clusters Score -6244903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -6244907.500000 Penalty: 5250.783203
	Iteration 62Q: 3 clusters Score -6244908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -6244904.000000 Penalty: 5250.783203
	Iteration 63Q: 3 clusters Score -6244904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -6244909.000000 Penalty: 5250.783203
	Iteration 64Q: 3 clusters Score -6244909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -6244905.500000 Penalty: 5250.783203
	Iteration 65Q: 3 clusters Score -6244906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -6244900.500000 Penalty: 5250.783203
	Iteration 66Q: 3 clusters Score -6244900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -6244894.000000 Penalty: 5250.783203
	Iteration 67Q: 3 clusters Score -6244894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -6244896.500000 Penalty: 5250.783203
	Iteration 68Q: 3 clusters Score -6244896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -6244907.000000 Penalty: 5250.783203
	Iteration 69Q: 3 clusters Score -6244907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -6244909.000000 Penalty: 5250.783203
	Iteration 70Q: 3 clusters Score -6244909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -6244897.500000 Penalty: 5250.783203
	Iteration 71Q: 3 clusters Score -6244898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -6244897.000000 Penalty: 5250.783203
	Iteration 72Q: 3 clusters Score -6244897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -6244898.500000 Penalty: 5250.783203
	Iteration 73Q: 3 clusters Score -6244898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -6244902.500000 Penalty: 5250.783203
	Iteration 74Q: 3 clusters Score -6244902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -6244904.000000 Penalty: 5250.783203
	Iteration 75Q: 3 clusters Score -6244904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -6244899.000000 Penalty: 5250.783203
	Iteration 76Q: 3 clusters Score -6244899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -6244905.000000 Penalty: 5250.783203
	Iteration 77Q: 3 clusters Score -6244905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -6244909.000000 Penalty: 5250.783203
	Iteration 78Q: 3 clusters Score -6244909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -6244911.500000 Penalty: 5250.783203
	Iteration 79Q: 3 clusters Score -6244912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -6244914.000000 Penalty: 5250.783203
	Iteration 80F: 3 clusters Score -6244914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Entering Unmasked Estep 
Score: -530123.250000 Penalty: 2022.387451
	Iteration 0F: 2 clusters Score -530123.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -526528.625000 Penalty: 4044.774902
	Iteration 0F: 3 clusters Score -526528.6 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -527364.625000 Penalty: 4044.774902
	Iteration 1F: 3 clusters Score -527364.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -527563.250000 Penalty: 4044.774902
	Iteration 2F: 3 clusters Score -527563.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -527708.750000 Penalty: 4044.774902
	Iteration 3F: 3 clusters Score -527708.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -527837.250000 Penalty: 4044.774902
	Iteration 4Q: 3 clusters Score -527837.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -527974.062500 Penalty: 4044.774902
	Iteration 5Q: 3 clusters Score -527974.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -528077.125000 Penalty: 4044.774902
	Iteration 6Q: 3 clusters Score -528077.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -528175.187500 Penalty: 4044.774902
	Iteration 7Q: 3 clusters Score -528175.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -528266.812500 Penalty: 4044.774902
	Iteration 8Q: 3 clusters Score -528266.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -528347.312500 Penalty: 4044.774902
	Iteration 9Q: 3 clusters Score -528347.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -528427.812500 Penalty: 4044.774902
	Iteration 10Q: 3 clusters Score -528427.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -528499.125000 Penalty: 4044.774902
	Iteration 11Q: 3 clusters Score -528499.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -528563.062500 Penalty: 4044.774902
	Iteration 12Q: 3 clusters Score -528563.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -528622.625000 Penalty: 4044.774902
	Iteration 13Q: 3 clusters Score -528622.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -528680.062500 Penalty: 4044.774902
	Iteration 14Q: 3 clusters Score -528680.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -528756.437500 Penalty: 4044.774902
	Iteration 15Q: 3 clusters Score -528756.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -528827.125000 Penalty: 4044.774902
	Iteration 16Q: 3 clusters Score -528827.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -528887.687500 Penalty: 4044.774902
	Iteration 17Q: 3 clusters Score -528887.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -528919.562500 Penalty: 4044.774902
	Iteration 18Q: 3 clusters Score -528919.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -528941.937500 Penalty: 4044.774902
	Iteration 19Q: 3 clusters Score -528941.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -528961.312500 Penalty: 4044.774902
	Iteration 20F: 3 clusters Score -528961.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -528971.187500 Penalty: 4044.774902
	Iteration 21Q: 3 clusters Score -528971.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -528980.437500 Penalty: 4044.774902
	Iteration 22Q: 3 clusters Score -528980.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -528993.812500 Penalty: 4044.774902
	Iteration 23Q: 3 clusters Score -528993.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -529014.625000 Penalty: 4044.774902
	Iteration 24Q: 3 clusters Score -529014.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -529030.562500 Penalty: 4044.774902
	Iteration 25Q: 3 clusters Score -529030.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -529065.500000 Penalty: 4044.774902
	Iteration 26Q: 3 clusters Score -529065.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -529102.375000 Penalty: 4044.774902
	Iteration 27Q: 3 clusters Score -529102.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -529139.000000 Penalty: 4044.774902
	Iteration 28Q: 3 clusters Score -529139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -529166.250000 Penalty: 4044.774902
	Iteration 29Q: 3 clusters Score -529166.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -529188.562500 Penalty: 4044.774902
	Iteration 30Q: 3 clusters Score -529188.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -529201.437500 Penalty: 4044.774902
	Iteration 31Q: 3 clusters Score -529201.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -529214.875000 Penalty: 4044.774902
	Iteration 32Q: 3 clusters Score -529214.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -529226.937500 Penalty: 4044.774902
	Iteration 33Q: 3 clusters Score -529226.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -529235.687500 Penalty: 4044.774902
	Iteration 34Q: 3 clusters Score -529235.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -529238.250000 Penalty: 4044.774902
	Iteration 35Q: 3 clusters Score -529238.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -529241.375000 Penalty: 4044.774902
	Iteration 36Q: 3 clusters Score -529241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -529241.312500 Penalty: 4044.774902
	Iteration 37Q: 3 clusters Score -529241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -529241.687500 Penalty: 4044.774902
	Iteration 38Q: 3 clusters Score -529241.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -529243.625000 Penalty: 4044.774902
	Iteration 39Q: 3 clusters Score -529243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -529245.062500 Penalty: 4044.774902
	Iteration 40F: 3 clusters Score -529245.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -529246.625000 Penalty: 4044.774902
	Iteration 41Q: 3 clusters Score -529246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -529248.250000 Penalty: 4044.774902
	Iteration 42Q: 3 clusters Score -529248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -529248.562500 Penalty: 4044.774902
	Iteration 43Q: 3 clusters Score -529248.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -529248.562500 Penalty: 4044.774902
	Iteration 44F: 3 clusters Score -529248.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (21207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Entering Unmasked Estep 
Score: -3323203.750000 Penalty: 2470.597412
	Iteration 0F: 2 clusters Score -3323204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3308296.000000 Penalty: 4941.194824
	Iteration 0F: 3 clusters Score -3308296 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3313446.000000 Penalty: 4941.194824
	Iteration 1F: 3 clusters Score -3313446 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3313874.250000 Penalty: 4941.194824
	Iteration 2F: 3 clusters Score -3313874 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3314230.250000 Penalty: 4941.194824
	Iteration 3Q: 3 clusters Score -3314230 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3314555.750000 Penalty: 4941.194824
	Iteration 4Q: 3 clusters Score -3314556 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3314889.750000 Penalty: 4941.194824
	Iteration 5Q: 3 clusters Score -3314890 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3315243.500000 Penalty: 4941.194824
	Iteration 6Q: 3 clusters Score -3315244 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -3315685.750000 Penalty: 4941.194824
	Iteration 7Q: 3 clusters Score -3315686 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3316191.750000 Penalty: 4941.194824
	Iteration 8Q: 3 clusters Score -3316192 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3316755.000000 Penalty: 4941.194824
	Iteration 9Q: 3 clusters Score -3316755 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -3317368.500000 Penalty: 4941.194824
	Iteration 10Q: 3 clusters Score -3317368 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3318096.250000 Penalty: 4941.194824
	Iteration 11Q: 3 clusters Score -3318096 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3318819.000000 Penalty: 4941.194824
	Iteration 12Q: 3 clusters Score -3318819 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3319384.750000 Penalty: 4941.194824
	Iteration 13Q: 3 clusters Score -3319385 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3319816.000000 Penalty: 4941.194824
	Iteration 14Q: 3 clusters Score -3319816 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3320123.750000 Penalty: 4941.194824
	Iteration 15Q: 3 clusters Score -3320124 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -3320351.000000 Penalty: 4941.194824
	Iteration 16Q: 3 clusters Score -3320351 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3320526.000000 Penalty: 4941.194824
	Iteration 17Q: 3 clusters Score -3320526 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3320664.250000 Penalty: 4941.194824
	Iteration 18Q: 3 clusters Score -3320664 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3320775.000000 Penalty: 4941.194824
	Iteration 19Q: 3 clusters Score -3320775 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3320908.000000 Penalty: 4941.194824
	Iteration 20F: 3 clusters Score -3320908 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3321024.750000 Penalty: 4941.194824
	Iteration 21Q: 3 clusters Score -3321025 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -3321109.250000 Penalty: 4941.194824
	Iteration 22Q: 3 clusters Score -3321109 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -3321195.000000 Penalty: 4941.194824
	Iteration 23Q: 3 clusters Score -3321195 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -3321278.250000 Penalty: 4941.194824
	Iteration 24Q: 3 clusters Score -3321278 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -3321352.250000 Penalty: 4941.194824
	Iteration 25Q: 3 clusters Score -3321352 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -3321406.250000 Penalty: 4941.194824
	Iteration 26Q: 3 clusters Score -3321406 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3321475.000000 Penalty: 4941.194824
	Iteration 27Q: 3 clusters Score -3321475 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3321526.500000 Penalty: 4941.194824
	Iteration 28Q: 3 clusters Score -3321526 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3321564.250000 Penalty: 4941.194824
	Iteration 29Q: 3 clusters Score -3321564 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -3321605.750000 Penalty: 4941.194824
	Iteration 30Q: 3 clusters Score -3321606 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -3321642.500000 Penalty: 4941.194824
	Iteration 31Q: 3 clusters Score -3321642 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -3321667.500000 Penalty: 4941.194824
	Iteration 32Q: 3 clusters Score -3321668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -3321694.750000 Penalty: 4941.194824
	Iteration 33Q: 3 clusters Score -3321695 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -3321726.250000 Penalty: 4941.194824
	Iteration 34Q: 3 clusters Score -3321726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3321746.000000 Penalty: 4941.194824
	Iteration 35Q: 3 clusters Score -3321746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -3321761.750000 Penalty: 4941.194824
	Iteration 36Q: 3 clusters Score -3321762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3321782.500000 Penalty: 4941.194824
	Iteration 37Q: 3 clusters Score -3321782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3321790.250000 Penalty: 4941.194824
	Iteration 38Q: 3 clusters Score -3321790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3321796.000000 Penalty: 4941.194824
	Iteration 39Q: 3 clusters Score -3321796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3321802.750000 Penalty: 4941.194824
	Iteration 40F: 3 clusters Score -3321803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -3321812.500000 Penalty: 4941.194824
	Iteration 41Q: 3 clusters Score -3321812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3321814.250000 Penalty: 4941.194824
	Iteration 42Q: 3 clusters Score -3321814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -3321822.750000 Penalty: 4941.194824
	Iteration 43Q: 3 clusters Score -3321823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -3321831.750000 Penalty: 4941.194824
	Iteration 44Q: 3 clusters Score -3321832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -3321835.750000 Penalty: 4941.194824
	Iteration 45Q: 3 clusters Score -3321836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -3321829.000000 Penalty: 4941.194824
	Iteration 46Q: 3 clusters Score -3321829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3321831.500000 Penalty: 4941.194824
	Iteration 47Q: 3 clusters Score -3321832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -3321834.250000 Penalty: 4941.194824
	Iteration 48Q: 3 clusters Score -3321834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -3321837.250000 Penalty: 4941.194824
	Iteration 49Q: 3 clusters Score -3321837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3321840.250000 Penalty: 4941.194824
	Iteration 50Q: 3 clusters Score -3321840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -3321843.500000 Penalty: 4941.194824
	Iteration 51Q: 3 clusters Score -3321844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -3321841.000000 Penalty: 4941.194824
	Iteration 52Q: 3 clusters Score -3321841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -3321843.750000 Penalty: 4941.194824
	Iteration 53Q: 3 clusters Score -3321844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3321844.000000 Penalty: 4941.194824
	Iteration 54Q: 3 clusters Score -3321844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -3321844.250000 Penalty: 4941.194824
	Iteration 55Q: 3 clusters Score -3321844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3321846.250000 Penalty: 4941.194824
	Iteration 56Q: 3 clusters Score -3321846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -3321847.000000 Penalty: 4941.194824
	Iteration 57Q: 3 clusters Score -3321847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3321844.000000 Penalty: 4941.194824
	Iteration 58Q: 3 clusters Score -3321844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3321844.000000 Penalty: 4941.194824
	Iteration 59F: 3 clusters Score -3321844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -559082.750000 Penalty: 2033.330811
	Iteration 0F: 2 clusters Score -559082.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -555491.125000 Penalty: 4066.661621
	Iteration 0F: 3 clusters Score -555491.1 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -556443.937500 Penalty: 4066.661621
	Iteration 1F: 3 clusters Score -556443.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -556770.000000 Penalty: 4066.661621
	Iteration 2F: 3 clusters Score -556770 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -556979.437500 Penalty: 4066.661621
	Iteration 3F: 3 clusters Score -556979.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -557135.187500 Penalty: 4066.661621
	Iteration 4F: 3 clusters Score -557135.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -557238.437500 Penalty: 4066.661621
	Iteration 5Q: 3 clusters Score -557238.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -557336.875000 Penalty: 4066.661621
	Iteration 6Q: 3 clusters Score -557336.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -557409.937500 Penalty: 4066.661621
	Iteration 7Q: 3 clusters Score -557409.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -557483.625000 Penalty: 4066.661621
	Iteration 8Q: 3 clusters Score -557483.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -557561.500000 Penalty: 4066.661621
	Iteration 9Q: 3 clusters Score -557561.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -557626.125000 Penalty: 4066.661621
	Iteration 10Q: 3 clusters Score -557626.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -557674.125000 Penalty: 4066.661621
	Iteration 11Q: 3 clusters Score -557674.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -557724.312500 Penalty: 4066.661621
	Iteration 12Q: 3 clusters Score -557724.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -557768.125000 Penalty: 4066.661621
	Iteration 13Q: 3 clusters Score -557768.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -557809.062500 Penalty: 4066.661621
	Iteration 14Q: 3 clusters Score -557809.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -557848.500000 Penalty: 4066.661621
	Iteration 15Q: 3 clusters Score -557848.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -557867.562500 Penalty: 4066.661621
	Iteration 16Q: 3 clusters Score -557867.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -557893.250000 Penalty: 4066.661621
	Iteration 17Q: 3 clusters Score -557893.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -557919.625000 Penalty: 4066.661621
	Iteration 18Q: 3 clusters Score -557919.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -557943.750000 Penalty: 4066.661621
	Iteration 19Q: 3 clusters Score -557943.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -557967.812500 Penalty: 4066.661621
	Iteration 20F: 3 clusters Score -557967.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -557986.125000 Penalty: 4066.661621
	Iteration 21Q: 3 clusters Score -557986.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -558005.750000 Penalty: 4066.661621
	Iteration 22Q: 3 clusters Score -558005.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -558017.625000 Penalty: 4066.661621
	Iteration 23Q: 3 clusters Score -558017.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -558029.062500 Penalty: 4066.661621
	Iteration 24Q: 3 clusters Score -558029.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -558040.125000 Penalty: 4066.661621
	Iteration 25Q: 3 clusters Score -558040.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -558049.500000 Penalty: 4066.661621
	Iteration 26Q: 3 clusters Score -558049.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -558054.437500 Penalty: 4066.661621
	Iteration 27Q: 3 clusters Score -558054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -558055.187500 Penalty: 4066.661621
	Iteration 28Q: 3 clusters Score -558055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -558058.812500 Penalty: 4066.661621
	Iteration 29Q: 3 clusters Score -558058.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -558058.812500 Penalty: 4066.661621
	Iteration 30F: 3 clusters Score -558058.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -594614.750000 Penalty: 2047.445557
	Iteration 0F: 2 clusters Score -594614.8 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 1904 members 
Entering Unmasked Estep 
Score: -590818.937500 Penalty: 4094.891113
	Iteration 0F: 3 clusters Score -590818.9 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -591670.500000 Penalty: 4094.891113
	Iteration 1F: 3 clusters Score -591670.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -591885.375000 Penalty: 4094.891113
	Iteration 2F: 3 clusters Score -591885.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -591990.500000 Penalty: 4094.891113
	Iteration 3Q: 3 clusters Score -591990.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -592065.437500 Penalty: 4094.891113
	Iteration 4Q: 3 clusters Score -592065.4 nChanged 90
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: -592111.062500 Penalty: 4094.891113
	Iteration 5Q: 3 clusters Score -592111.1 nChanged 62
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: -592140.312500 Penalty: 4094.891113
	Iteration 6Q: 3 clusters Score -592140.3 nChanged 37
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: -592160.687500 Penalty: 4094.891113
	Iteration 7Q: 3 clusters Score -592160.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -592177.812500 Penalty: 4094.891113
	Iteration 8Q: 3 clusters Score -592177.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -592191.000000 Penalty: 4094.891113
	Iteration 9Q: 3 clusters Score -592191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -592203.312500 Penalty: 4094.891113
	Iteration 10Q: 3 clusters Score -592203.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -592215.750000 Penalty: 4094.891113
	Iteration 11Q: 3 clusters Score -592215.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -592227.375000 Penalty: 4094.891113
	Iteration 12Q: 3 clusters Score -592227.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -592233.375000 Penalty: 4094.891113
	Iteration 13Q: 3 clusters Score -592233.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -592237.312500 Penalty: 4094.891113
	Iteration 14Q: 3 clusters Score -592237.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -592244.875000 Penalty: 4094.891113
	Iteration 15Q: 3 clusters Score -592244.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -592250.687500 Penalty: 4094.891113
	Iteration 16Q: 3 clusters Score -592250.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -592255.687500 Penalty: 4094.891113
	Iteration 17Q: 3 clusters Score -592255.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -592258.625000 Penalty: 4094.891113
	Iteration 18Q: 3 clusters Score -592258.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -592260.937500 Penalty: 4094.891113
	Iteration 19Q: 3 clusters Score -592260.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -592264.375000 Penalty: 4094.891113
	Iteration 20F: 3 clusters Score -592264.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -592267.937500 Penalty: 4094.891113
	Iteration 21Q: 3 clusters Score -592267.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -592268.375000 Penalty: 4094.891113
	Iteration 22Q: 3 clusters Score -592268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -592269.500000 Penalty: 4094.891113
	Iteration 23Q: 3 clusters Score -592269.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -592270.687500 Penalty: 4094.891113
	Iteration 24Q: 3 clusters Score -592270.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -592270.437500 Penalty: 4094.891113
	Iteration 25Q: 3 clusters Score -592270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -592272.000000 Penalty: 4094.891113
	Iteration 26Q: 3 clusters Score -592272 nChanged 5
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: -592273.937500 Penalty: 4094.891113
	Iteration 27Q: 3 clusters Score -592273.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -592276.250000 Penalty: 4094.891113
	Iteration 28Q: 3 clusters Score -592276.2 nChanged 5
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: -592277.562500 Penalty: 4094.891113
	Iteration 29Q: 3 clusters Score -592277.6 nChanged 2
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: -592277.187500 Penalty: 4094.891113
	Iteration 30Q: 3 clusters Score -592277.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -592280.500000 Penalty: 4094.891113
	Iteration 31Q: 3 clusters Score -592280.5 nChanged 3
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: -592279.875000 Penalty: 4094.891113
	Iteration 32Q: 3 clusters Score -592279.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -592286.000000 Penalty: 4094.891113
	Iteration 33Q: 3 clusters Score -592286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -592286.750000 Penalty: 4094.891113
	Iteration 34Q: 3 clusters Score -592286.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -592288.875000 Penalty: 4094.891113
	Iteration 35Q: 3 clusters Score -592288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -592289.250000 Penalty: 4094.891113
	Iteration 36Q: 3 clusters Score -592289.2 nChanged 2
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: -592290.000000 Penalty: 4094.891113
	Iteration 37Q: 3 clusters Score -592290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -592290.937500 Penalty: 4094.891113
	Iteration 38Q: 3 clusters Score -592290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -592291.062500 Penalty: 4094.891113
	Iteration 39Q: 3 clusters Score -592291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -592291.250000 Penalty: 4094.891113
	Iteration 40F: 3 clusters Score -592291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -592292.562500 Penalty: 4094.891113
	Iteration 41Q: 3 clusters Score -592292.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -592292.625000 Penalty: 4094.891113
	Iteration 42Q: 3 clusters Score -592292.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -592295.750000 Penalty: 4094.891113
	Iteration 43Q: 3 clusters Score -592295.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -592296.562500 Penalty: 4094.891113
	Iteration 44Q: 3 clusters Score -592296.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -592298.500000 Penalty: 4094.891113
	Iteration 45Q: 3 clusters Score -592298.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -592297.625000 Penalty: 4094.891113
	Iteration 46Q: 3 clusters Score -592297.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -592297.625000 Penalty: 4094.891113
	Iteration 47F: 3 clusters Score -592297.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (11994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Entering Unmasked Estep 
Score: -1948522.875000 Penalty: 2329.256104
	Iteration 0F: 2 clusters Score -1948523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1939569.875000 Penalty: 4658.512207
	Iteration 0F: 3 clusters Score -1939570 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1942148.375000 Penalty: 4658.512207
	Iteration 1F: 3 clusters Score -1942148 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1942408.500000 Penalty: 4658.512207
	Iteration 2F: 3 clusters Score -1942408 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1942577.250000 Penalty: 4658.512207
	Iteration 3Q: 3 clusters Score -1942577 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1942709.750000 Penalty: 4658.512207
	Iteration 4Q: 3 clusters Score -1942710 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1942799.875000 Penalty: 4658.512207
	Iteration 5Q: 3 clusters Score -1942800 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1942886.375000 Penalty: 4658.512207
	Iteration 6Q: 3 clusters Score -1942886 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1942974.500000 Penalty: 4658.512207
	Iteration 7Q: 3 clusters Score -1942974 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1943041.000000 Penalty: 4658.512207
	Iteration 8Q: 3 clusters Score -1943041 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1943111.625000 Penalty: 4658.512207
	Iteration 9Q: 3 clusters Score -1943112 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1943166.625000 Penalty: 4658.512207
	Iteration 10Q: 3 clusters Score -1943167 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1943202.000000 Penalty: 4658.512207
	Iteration 11Q: 3 clusters Score -1943202 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1943238.875000 Penalty: 4658.512207
	Iteration 12Q: 3 clusters Score -1943239 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1943270.125000 Penalty: 4658.512207
	Iteration 13Q: 3 clusters Score -1943270 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1943318.125000 Penalty: 4658.512207
	Iteration 14Q: 3 clusters Score -1943318 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1943366.125000 Penalty: 4658.512207
	Iteration 15Q: 3 clusters Score -1943366 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1943411.250000 Penalty: 4658.512207
	Iteration 16Q: 3 clusters Score -1943411 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1943496.875000 Penalty: 4658.512207
	Iteration 17Q: 3 clusters Score -1943497 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1943607.750000 Penalty: 4658.512207
	Iteration 18Q: 3 clusters Score -1943608 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1943742.750000 Penalty: 4658.512207
	Iteration 19Q: 3 clusters Score -1943743 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1943893.125000 Penalty: 4658.512207
	Iteration 20F: 3 clusters Score -1943893 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1944108.375000 Penalty: 4658.512207
	Iteration 21Q: 3 clusters Score -1944108 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1944364.000000 Penalty: 4658.512207
	Iteration 22Q: 3 clusters Score -1944364 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1944683.000000 Penalty: 4658.512207
	Iteration 23Q: 3 clusters Score -1944683 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1945021.125000 Penalty: 4658.512207
	Iteration 24Q: 3 clusters Score -1945021 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1945325.500000 Penalty: 4658.512207
	Iteration 25Q: 3 clusters Score -1945326 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1945570.875000 Penalty: 4658.512207
	Iteration 26Q: 3 clusters Score -1945571 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1945781.625000 Penalty: 4658.512207
	Iteration 27Q: 3 clusters Score -1945782 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1945942.125000 Penalty: 4658.512207
	Iteration 28Q: 3 clusters Score -1945942 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1946053.625000 Penalty: 4658.512207
	Iteration 29Q: 3 clusters Score -1946054 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1946143.000000 Penalty: 4658.512207
	Iteration 30Q: 3 clusters Score -1946143 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1946207.875000 Penalty: 4658.512207
	Iteration 31Q: 3 clusters Score -1946208 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1946258.375000 Penalty: 4658.512207
	Iteration 32Q: 3 clusters Score -1946258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1946284.375000 Penalty: 4658.512207
	Iteration 33Q: 3 clusters Score -1946284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1946309.375000 Penalty: 4658.512207
	Iteration 34Q: 3 clusters Score -1946309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1946324.125000 Penalty: 4658.512207
	Iteration 35Q: 3 clusters Score -1946324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1946344.500000 Penalty: 4658.512207
	Iteration 36Q: 3 clusters Score -1946344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1946350.125000 Penalty: 4658.512207
	Iteration 37Q: 3 clusters Score -1946350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1946362.500000 Penalty: 4658.512207
	Iteration 38Q: 3 clusters Score -1946362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1946371.750000 Penalty: 4658.512207
	Iteration 39Q: 3 clusters Score -1946372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1946382.125000 Penalty: 4658.512207
	Iteration 40F: 3 clusters Score -1946382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1946393.375000 Penalty: 4658.512207
	Iteration 41Q: 3 clusters Score -1946393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1946397.375000 Penalty: 4658.512207
	Iteration 42Q: 3 clusters Score -1946397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1946401.875000 Penalty: 4658.512207
	Iteration 43Q: 3 clusters Score -1946402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1946399.625000 Penalty: 4658.512207
	Iteration 44Q: 3 clusters Score -1946400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1946399.750000 Penalty: 4658.512207
	Iteration 45Q: 3 clusters Score -1946400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1946399.625000 Penalty: 4658.512207
	Iteration 46Q: 3 clusters Score -1946400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1946402.750000 Penalty: 4658.512207
	Iteration 47Q: 3 clusters Score -1946403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1946402.875000 Penalty: 4658.512207
	Iteration 48Q: 3 clusters Score -1946403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1946400.875000 Penalty: 4658.512207
	Iteration 49Q: 3 clusters Score -1946401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1946400.875000 Penalty: 4658.512207
	Iteration 50F: 3 clusters Score -1946401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -150110.968750 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -150111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -148196.859375 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -148196.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -148449.046875 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -148449 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -148525.750000 Penalty: 3417.742188
	Iteration 2F: 3 clusters Score -148525.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -148564.187500 Penalty: 3417.742188
	Iteration 3Q: 3 clusters Score -148564.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -148584.578125 Penalty: 3417.742188
	Iteration 4Q: 3 clusters Score -148584.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -148595.171875 Penalty: 3417.742188
	Iteration 5Q: 3 clusters Score -148595.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -148603.937500 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -148603.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -148607.703125 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -148607.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -148610.609375 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -148610.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -148616.312500 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -148616.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -148623.796875 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -148623.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -148626.468750 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -148626.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -148628.187500 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -148628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -148630.328125 Penalty: 3417.742188
	Iteration 13Q: 3 clusters Score -148630.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -148631.562500 Penalty: 3417.742188
	Iteration 14Q: 3 clusters Score -148631.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -148631.562500 Penalty: 3417.742188
	Iteration 15F: 3 clusters Score -148631.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Entering Unmasked Estep 
Score: -383529.437500 Penalty: 1961.917480
	Iteration 0F: 2 clusters Score -383529.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -380471.156250 Penalty: 3923.834961
	Iteration 0F: 3 clusters Score -380471.2 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -381249.437500 Penalty: 3923.834961
	Iteration 1F: 3 clusters Score -381249.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -381530.718750 Penalty: 3923.834961
	Iteration 2F: 3 clusters Score -381530.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -381730.625000 Penalty: 3923.834961
	Iteration 3F: 3 clusters Score -381730.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -381888.250000 Penalty: 3923.834961
	Iteration 4F: 3 clusters Score -381888.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -382013.468750 Penalty: 3923.834961
	Iteration 5Q: 3 clusters Score -382013.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -382103.875000 Penalty: 3923.834961
	Iteration 6Q: 3 clusters Score -382103.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -382193.906250 Penalty: 3923.834961
	Iteration 7Q: 3 clusters Score -382193.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -382287.468750 Penalty: 3923.834961
	Iteration 8Q: 3 clusters Score -382287.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -382331.812500 Penalty: 3923.834961
	Iteration 9Q: 3 clusters Score -382331.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -382353.968750 Penalty: 3923.834961
	Iteration 10Q: 3 clusters Score -382354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -382363.750000 Penalty: 3923.834961
	Iteration 11Q: 3 clusters Score -382363.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -382380.343750 Penalty: 3923.834961
	Iteration 12Q: 3 clusters Score -382380.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -382392.656250 Penalty: 3923.834961
	Iteration 13Q: 3 clusters Score -382392.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -382407.843750 Penalty: 3923.834961
	Iteration 14Q: 3 clusters Score -382407.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -382429.187500 Penalty: 3923.834961
	Iteration 15Q: 3 clusters Score -382429.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -382458.343750 Penalty: 3923.834961
	Iteration 16Q: 3 clusters Score -382458.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -382485.343750 Penalty: 3923.834961
	Iteration 17Q: 3 clusters Score -382485.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -382502.343750 Penalty: 3923.834961
	Iteration 18Q: 3 clusters Score -382502.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -382511.750000 Penalty: 3923.834961
	Iteration 19Q: 3 clusters Score -382511.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -382515.968750 Penalty: 3923.834961
	Iteration 20F: 3 clusters Score -382516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -382518.812500 Penalty: 3923.834961
	Iteration 21Q: 3 clusters Score -382518.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -382521.906250 Penalty: 3923.834961
	Iteration 22Q: 3 clusters Score -382521.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -382521.812500 Penalty: 3923.834961
	Iteration 23Q: 3 clusters Score -382521.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -382522.625000 Penalty: 3923.834961
	Iteration 24Q: 3 clusters Score -382522.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -382524.375000 Penalty: 3923.834961
	Iteration 25Q: 3 clusters Score -382524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -382525.937500 Penalty: 3923.834961
	Iteration 26Q: 3 clusters Score -382525.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -382528.000000 Penalty: 3923.834961
	Iteration 27Q: 3 clusters Score -382528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -382528.656250 Penalty: 3923.834961
	Iteration 28Q: 3 clusters Score -382528.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -382528.937500 Penalty: 3923.834961
	Iteration 29Q: 3 clusters Score -382528.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -382530.906250 Penalty: 3923.834961
	Iteration 30Q: 3 clusters Score -382530.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -382534.437500 Penalty: 3923.834961
	Iteration 31Q: 3 clusters Score -382534.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -382537.750000 Penalty: 3923.834961
	Iteration 32Q: 3 clusters Score -382537.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -382542.843750 Penalty: 3923.834961
	Iteration 33Q: 3 clusters Score -382542.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -382545.281250 Penalty: 3923.834961
	Iteration 34Q: 3 clusters Score -382545.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -382546.156250 Penalty: 3923.834961
	Iteration 35Q: 3 clusters Score -382546.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -382546.156250 Penalty: 3923.834961
	Iteration 36F: 3 clusters Score -382546.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33190 members 
Mstep: Class 3 contains 110264 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30378 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 83370 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32479 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97565 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54491 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19539 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8872 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39587 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21207 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11994 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577864.000000 Penalty: 182045.718750
Iteration 239Q: 55 clusters Score -1.225779e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33191 members 
Mstep: Class 3 contains 110255 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 83375 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32477 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97566 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54491 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19539 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8872 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39587 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21207 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11997 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577848.000000 Penalty: 182045.718750
Iteration 240F: 55 clusters Score -1.225778e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33190 members 
Mstep: Class 3 contains 110247 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 83382 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32478 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97566 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54491 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19539 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8872 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39586 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21207 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11999 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577856.000000 Penalty: 182045.718750
Iteration 241Q: 55 clusters Score -1.225779e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33191 members 
Mstep: Class 3 contains 110242 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 83389 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32476 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97566 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54491 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10603 members 
Mstep: Class 34 contains 19539 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8872 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39586 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21206 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11999 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577856.000000 Penalty: 182045.718750
Iteration 242Q: 55 clusters Score -1.225779e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110238 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 16 contains 83394 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32474 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97568 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54491 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10602 members 
Mstep: Class 34 contains 19539 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3707 members 
Mstep: Class 43 contains 8873 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16728 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39586 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21206 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11998 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577784.000000 Penalty: 182045.718750
Iteration 243Q: 55 clusters Score -1.225778e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110240 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11274 members 
Mstep: Class 16 contains 83398 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32467 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97566 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54491 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10601 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8875 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39587 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21205 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11998 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577760.000000 Penalty: 182045.718750
Iteration 244Q: 55 clusters Score -1.225778e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33193 members 
Mstep: Class 3 contains 110236 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11273 members 
Mstep: Class 16 contains 83401 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32465 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97567 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54491 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10601 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8875 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39587 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21206 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11998 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577760.000000 Penalty: 182045.718750
Iteration 245Q: 55 clusters Score -1.225778e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110233 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 11271 members 
Mstep: Class 16 contains 83405 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32463 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97569 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54491 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10601 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8878 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39587 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21205 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11998 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577776.000000 Penalty: 182045.718750
Iteration 246Q: 55 clusters Score -1.225778e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33191 members 
Mstep: Class 3 contains 110232 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 5903 members 
Mstep: Class 15 contains 11269 members 
Mstep: Class 16 contains 83408 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32463 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54489 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10601 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8878 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39587 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21206 members 
Mstep: Class 50 contains 3637 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11998 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577792.000000 Penalty: 182045.718750
Iteration 247Q: 55 clusters Score -1.225778e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33191 members 
Mstep: Class 3 contains 110229 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83409 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32462 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97571 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16739 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54489 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10601 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8878 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39586 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21209 members 
Mstep: Class 50 contains 3638 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11998 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577768.000000 Penalty: 182045.718750
Iteration 248Q: 55 clusters Score -1.225778e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33191 members 
Mstep: Class 3 contains 110230 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83409 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32460 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16740 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54490 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10601 members 
Mstep: Class 34 contains 19541 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8878 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39583 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21210 members 
Mstep: Class 50 contains 3639 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11998 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577760.000000 Penalty: 182045.718750
Iteration 249Q: 55 clusters Score -1.225778e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33191 members 
Mstep: Class 3 contains 110231 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83409 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32455 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16741 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54493 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10601 members 
Mstep: Class 34 contains 19541 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8879 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39581 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21210 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11998 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577792.000000 Penalty: 182045.718750
Iteration 250Q: 55 clusters Score -1.225778e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33191 members 
Mstep: Class 3 contains 110230 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83409 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32455 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16742 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54496 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10600 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8879 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21210 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11998 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577744.000000 Penalty: 182045.718750
Iteration 251Q: 55 clusters Score -1.225777e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110229 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83409 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32455 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54495 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10600 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8879 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39579 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21210 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11998 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577752.000000 Penalty: 182045.718750
Iteration 252Q: 55 clusters Score -1.225778e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33193 members 
Mstep: Class 3 contains 110229 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83408 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32455 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54494 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10600 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8879 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39579 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21210 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 11999 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577752.000000 Penalty: 182045.718750
Iteration 253Q: 55 clusters Score -1.225778e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110227 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83409 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32455 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54494 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10600 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8879 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21210 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12000 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577752.000000 Penalty: 182045.718750
Iteration 254Q: 55 clusters Score -1.225778e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110225 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30379 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83409 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32455 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54495 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10600 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8879 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21210 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577760.000000 Penalty: 182045.718750
Iteration 255Q: 55 clusters Score -1.225778e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110222 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83410 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32454 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54497 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10600 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8879 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21210 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577768.000000 Penalty: 182045.718750
Iteration 256Q: 55 clusters Score -1.225778e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110221 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83408 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32455 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10600 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8879 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21210 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577768.000000 Penalty: 182045.718750
Iteration 257Q: 55 clusters Score -1.225778e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110220 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83409 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32454 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10600 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21210 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577744.000000 Penalty: 182045.718750
Iteration 258Q: 55 clusters Score -1.225777e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110217 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83411 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32454 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10600 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8881 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16729 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21210 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577736.000000 Penalty: 182045.718750
Iteration 259Q: 55 clusters Score -1.225777e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110217 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83411 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32457 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10600 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16728 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21209 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577800.000000 Penalty: 182045.718750
Iteration 260F: 55 clusters Score -1.225778e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110217 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30380 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83411 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32457 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54500 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10600 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16727 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21209 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577832.000000 Penalty: 182045.718750
Iteration 261Q: 55 clusters Score -1.225778e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110217 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30381 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83413 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32454 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54499 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10601 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8882 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16725 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21209 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577832.000000 Penalty: 182045.718750
Iteration 262Q: 55 clusters Score -1.225778e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110216 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30381 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83416 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32452 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54498 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10602 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8883 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16724 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21209 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577800.000000 Penalty: 182045.718750
Iteration 263Q: 55 clusters Score -1.225778e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110215 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30381 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83417 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32451 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54498 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10602 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8883 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16724 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21210 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577784.000000 Penalty: 182045.718750
Iteration 264Q: 55 clusters Score -1.225778e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110214 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30381 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83417 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32452 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54497 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10602 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8883 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16724 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21211 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577768.000000 Penalty: 182045.718750
Iteration 265Q: 55 clusters Score -1.225778e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110215 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30381 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83417 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32450 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54497 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10602 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8884 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16724 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3480 members 
Mstep: Class 49 contains 21211 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577784.000000 Penalty: 182045.718750
Iteration 266Q: 55 clusters Score -1.225778e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110215 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30381 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83417 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32450 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54497 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10602 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8885 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16724 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3479 members 
Mstep: Class 49 contains 21211 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577784.000000 Penalty: 182045.718750
Iteration 267Q: 55 clusters Score -1.225778e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110215 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30381 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83417 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32450 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54497 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10602 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8886 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16724 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3478 members 
Mstep: Class 49 contains 21211 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577808.000000 Penalty: 182045.718750
Iteration 268Q: 55 clusters Score -1.225778e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110215 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30381 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83417 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32450 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54497 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10602 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8887 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16724 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3477 members 
Mstep: Class 49 contains 21211 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577800.000000 Penalty: 182045.718750
Iteration 269Q: 55 clusters Score -1.225778e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110215 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30381 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83417 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32450 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54497 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10602 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8887 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16724 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3477 members 
Mstep: Class 49 contains 21211 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122577800.000000 Penalty: 182045.718750
Iteration 270F: 55 clusters Score -1.225778e+08 nChanged 0
Entering ConstructFrom: 
Score: -122577800.000000 Penalty: 182045.718750
Entering ConstructFrom: 
Trying to split cluster 1 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -51290.609375 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -51290.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50097.417969 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -50097.42 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -50333.699219 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -50333.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50529.511719 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -50529.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -50677.343750 Penalty: 2938.430908
	Iteration 3F: 3 clusters Score -50677.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50723.742188 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -50723.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50744.984375 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -50744.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50775.312500 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -50775.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50775.312500 Penalty: 2938.430908
	Iteration 7F: 3 clusters Score -50775.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Entering Unmasked Estep 
Score: -5220256.500000 Penalty: 2581.695801
	Iteration 0F: 2 clusters Score -5220256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -5197523.500000 Penalty: 5163.391602
	Iteration 0F: 3 clusters Score -5197524 nChanged 15006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -5205777.000000 Penalty: 5163.391602
	Iteration 1F: 3 clusters Score -5205777 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -5206225.500000 Penalty: 5163.391602
	Iteration 2Q: 3 clusters Score -5206226 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -5206671.000000 Penalty: 5163.391602
	Iteration 3Q: 3 clusters Score -5206671 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -5207126.500000 Penalty: 5163.391602
	Iteration 4Q: 3 clusters Score -5207126 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -5207665.500000 Penalty: 5163.391602
	Iteration 5Q: 3 clusters Score -5207666 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -5208514.500000 Penalty: 5163.391602
	Iteration 6Q: 3 clusters Score -5208514 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -5209744.000000 Penalty: 5163.391602
	Iteration 7F: 3 clusters Score -5209744 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -5211531.000000 Penalty: 5163.391602
	Iteration 8F: 3 clusters Score -5211531 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -5213978.000000 Penalty: 5163.391602
	Iteration 9F: 3 clusters Score -5213978 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -5216294.000000 Penalty: 5163.391602
	Iteration 10F: 3 clusters Score -5216294 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -5217867.500000 Penalty: 5163.391602
	Iteration 11Q: 3 clusters Score -5217868 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -5218700.000000 Penalty: 5163.391602
	Iteration 12Q: 3 clusters Score -5218700 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -5219111.000000 Penalty: 5163.391602
	Iteration 13Q: 3 clusters Score -5219111 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -5219259.500000 Penalty: 5163.391602
	Iteration 14Q: 3 clusters Score -5219260 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -5219366.000000 Penalty: 5163.391602
	Iteration 15Q: 3 clusters Score -5219366 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -5219413.000000 Penalty: 5163.391602
	Iteration 16Q: 3 clusters Score -5219413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -5219420.000000 Penalty: 5163.391602
	Iteration 17Q: 3 clusters Score -5219420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -5219434.500000 Penalty: 5163.391602
	Iteration 18Q: 3 clusters Score -5219434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -5219442.000000 Penalty: 5163.391602
	Iteration 19Q: 3 clusters Score -5219442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -5219442.000000 Penalty: 5163.391602
	Iteration 20F: 3 clusters Score -5219442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -5219440.500000 Penalty: 5163.391602
	Iteration 21Q: 3 clusters Score -5219440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -5219444.500000 Penalty: 5163.391602
	Iteration 22Q: 3 clusters Score -5219444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -5219441.500000 Penalty: 5163.391602
	Iteration 23Q: 3 clusters Score -5219442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -5219445.500000 Penalty: 5163.391602
	Iteration 24Q: 3 clusters Score -5219446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -5219440.500000 Penalty: 5163.391602
	Iteration 25Q: 3 clusters Score -5219440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -5219447.000000 Penalty: 5163.391602
	Iteration 26Q: 3 clusters Score -5219447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -5219453.500000 Penalty: 5163.391602
	Iteration 27Q: 3 clusters Score -5219454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -5219455.000000 Penalty: 5163.391602
	Iteration 28Q: 3 clusters Score -5219455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -5219457.000000 Penalty: 5163.391602
	Iteration 29Q: 3 clusters Score -5219457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -5219456.000000 Penalty: 5163.391602
	Iteration 30Q: 3 clusters Score -5219456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -5219454.000000 Penalty: 5163.391602
	Iteration 31Q: 3 clusters Score -5219454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -5219453.500000 Penalty: 5163.391602
	Iteration 32Q: 3 clusters Score -5219454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -5219455.000000 Penalty: 5163.391602
	Iteration 33Q: 3 clusters Score -5219455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -5219455.000000 Penalty: 5163.391602
	Iteration 34F: 3 clusters Score -5219455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (110215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110215 members 
Entering Unmasked Estep 
Score: -16895798.000000 Penalty: 2879.326660
	Iteration 0F: 2 clusters Score -1.68958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 55333 members 
Entering Unmasked Estep 
Score: -16822694.000000 Penalty: 5758.653320
	Iteration 0F: 3 clusters Score -1.682269e+07 nChanged 52169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 57610 members 
Entering Unmasked Estep 
Score: -16852782.000000 Penalty: 5758.653320
	Iteration 1F: 3 clusters Score -1.685278e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -16854184.000000 Penalty: 5758.653320
	Iteration 2Q: 3 clusters Score -1.685418e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -16855826.000000 Penalty: 5758.653320
	Iteration 3Q: 3 clusters Score -1.685583e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -16858126.000000 Penalty: 5758.653320
	Iteration 4Q: 3 clusters Score -1.685813e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -16861122.000000 Penalty: 5758.653320
	Iteration 5F: 3 clusters Score -1.686112e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 73452 members 
Entering Unmasked Estep 
Score: -16865330.000000 Penalty: 5758.653320
	Iteration 6F: 3 clusters Score -1.686533e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 79592 members 
Entering Unmasked Estep 
Score: -16870338.000000 Penalty: 5758.653320
	Iteration 7F: 3 clusters Score -1.687034e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 86071 members 
Entering Unmasked Estep 
Score: -16875616.000000 Penalty: 5758.653320
	Iteration 8F: 3 clusters Score -1.687562e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 92205 members 
Entering Unmasked Estep 
Score: -16880426.000000 Penalty: 5758.653320
	Iteration 9F: 3 clusters Score -1.688043e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 97467 members 
Entering Unmasked Estep 
Score: -16884664.000000 Penalty: 5758.653320
	Iteration 10Q: 3 clusters Score -1.688466e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 101684 members 
Entering Unmasked Estep 
Score: -16887818.000000 Penalty: 5758.653320
	Iteration 11Q: 3 clusters Score -1.688782e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 104775 members 
Entering Unmasked Estep 
Score: -16890198.000000 Penalty: 5758.653320
	Iteration 12Q: 3 clusters Score -1.68902e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 106881 members 
Entering Unmasked Estep 
Score: -16891618.000000 Penalty: 5758.653320
	Iteration 13Q: 3 clusters Score -1.689162e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 108138 members 
Entering Unmasked Estep 
Score: -16892558.000000 Penalty: 5758.653320
	Iteration 14Q: 3 clusters Score -1.689256e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 108805 members 
Entering Unmasked Estep 
Score: -16892986.000000 Penalty: 5758.653320
	Iteration 15Q: 3 clusters Score -1.689299e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 109157 members 
Entering Unmasked Estep 
Score: -16893200.000000 Penalty: 5758.653320
	Iteration 16Q: 3 clusters Score -1.68932e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 109363 members 
Entering Unmasked Estep 
Score: -16893296.000000 Penalty: 5758.653320
	Iteration 17Q: 3 clusters Score -1.68933e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 109479 members 
Entering Unmasked Estep 
Score: -16893370.000000 Penalty: 5758.653320
	Iteration 18Q: 3 clusters Score -1.689337e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 109559 members 
Entering Unmasked Estep 
Score: -16893416.000000 Penalty: 5758.653320
	Iteration 19Q: 3 clusters Score -1.689342e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 109613 members 
Entering Unmasked Estep 
Score: -16893470.000000 Penalty: 5758.653320
	Iteration 20F: 3 clusters Score -1.689347e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 109652 members 
Entering Unmasked Estep 
Score: -16893520.000000 Penalty: 5758.653320
	Iteration 21Q: 3 clusters Score -1.689352e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 109686 members 
Entering Unmasked Estep 
Score: -16893540.000000 Penalty: 5758.653320
	Iteration 22Q: 3 clusters Score -1.689354e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 109707 members 
Entering Unmasked Estep 
Score: -16893546.000000 Penalty: 5758.653320
	Iteration 23Q: 3 clusters Score -1.689355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 109711 members 
Entering Unmasked Estep 
Score: -16893552.000000 Penalty: 5758.653320
	Iteration 24Q: 3 clusters Score -1.689355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 109718 members 
Entering Unmasked Estep 
Score: -16893568.000000 Penalty: 5758.653320
	Iteration 25Q: 3 clusters Score -1.689357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 109727 members 
Entering Unmasked Estep 
Score: -16893570.000000 Penalty: 5758.653320
	Iteration 26Q: 3 clusters Score -1.689357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 109733 members 
Entering Unmasked Estep 
Score: -16893578.000000 Penalty: 5758.653320
	Iteration 27Q: 3 clusters Score -1.689358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 109736 members 
Entering Unmasked Estep 
Score: -16893574.000000 Penalty: 5758.653320
	Iteration 28Q: 3 clusters Score -1.689357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 109740 members 
Entering Unmasked Estep 
Score: -16893580.000000 Penalty: 5758.653320
	Iteration 29Q: 3 clusters Score -1.689358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 109740 members 
Entering Unmasked Estep 
Score: -16893580.000000 Penalty: 5758.653320
	Iteration 30F: 3 clusters Score -1.689358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Entering Unmasked Estep 
Score: -4256075.500000 Penalty: 2523.154785
	Iteration 0F: 2 clusters Score -4256076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -4238012.500000 Penalty: 5046.309570
	Iteration 0F: 3 clusters Score -4238012 nChanged 11575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -4244324.000000 Penalty: 5046.309570
	Iteration 1F: 3 clusters Score -4244324 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -4244884.000000 Penalty: 5046.309570
	Iteration 2F: 3 clusters Score -4244884 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -4245498.000000 Penalty: 5046.309570
	Iteration 3F: 3 clusters Score -4245498 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -4246167.500000 Penalty: 5046.309570
	Iteration 4Q: 3 clusters Score -4246168 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -4246970.000000 Penalty: 5046.309570
	Iteration 5F: 3 clusters Score -4246970 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -4247858.000000 Penalty: 5046.309570
	Iteration 6F: 3 clusters Score -4247858 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -4248776.000000 Penalty: 5046.309570
	Iteration 7F: 3 clusters Score -4248776 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -4249723.000000 Penalty: 5046.309570
	Iteration 8F: 3 clusters Score -4249723 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -4250684.000000 Penalty: 5046.309570
	Iteration 9Q: 3 clusters Score -4250684 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -4251640.500000 Penalty: 5046.309570
	Iteration 10Q: 3 clusters Score -4251640 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -4252603.000000 Penalty: 5046.309570
	Iteration 11Q: 3 clusters Score -4252603 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -4253595.000000 Penalty: 5046.309570
	Iteration 12Q: 3 clusters Score -4253595 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -4254475.500000 Penalty: 5046.309570
	Iteration 13Q: 3 clusters Score -4254476 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -4255019.500000 Penalty: 5046.309570
	Iteration 14Q: 3 clusters Score -4255020 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -4255243.500000 Penalty: 5046.309570
	Iteration 15Q: 3 clusters Score -4255244 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -4255331.500000 Penalty: 5046.309570
	Iteration 16Q: 3 clusters Score -4255332 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -4255374.500000 Penalty: 5046.309570
	Iteration 17Q: 3 clusters Score -4255374 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4255386.500000 Penalty: 5046.309570
	Iteration 18Q: 3 clusters Score -4255386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -4255386.000000 Penalty: 5046.309570
	Iteration 19Q: 3 clusters Score -4255386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -4255398.000000 Penalty: 5046.309570
	Iteration 20F: 3 clusters Score -4255398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4255398.000000 Penalty: 5046.309570
	Iteration 21Q: 3 clusters Score -4255398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -4255391.500000 Penalty: 5046.309570
	Iteration 22Q: 3 clusters Score -4255392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -4255397.500000 Penalty: 5046.309570
	Iteration 23Q: 3 clusters Score -4255398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -4255396.000000 Penalty: 5046.309570
	Iteration 24Q: 3 clusters Score -4255396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -4255395.500000 Penalty: 5046.309570
	Iteration 25Q: 3 clusters Score -4255396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -4255399.000000 Penalty: 5046.309570
	Iteration 26Q: 3 clusters Score -4255399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -4255400.000000 Penalty: 5046.309570
	Iteration 27Q: 3 clusters Score -4255400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -4255401.000000 Penalty: 5046.309570
	Iteration 28Q: 3 clusters Score -4255401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -4255398.500000 Penalty: 5046.309570
	Iteration 29Q: 3 clusters Score -4255398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -4255400.000000 Penalty: 5046.309570
	Iteration 30Q: 3 clusters Score -4255400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -4255400.000000 Penalty: 5046.309570
	Iteration 31F: 3 clusters Score -4255400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Entering Unmasked Estep 
Score: -1036843.500000 Penalty: 2195.212646
	Iteration 0F: 2 clusters Score -1036844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1031038.687500 Penalty: 4390.425293
	Iteration 0F: 3 clusters Score -1031039 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1032736.187500 Penalty: 4390.425293
	Iteration 1F: 3 clusters Score -1032736 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1033073.250000 Penalty: 4390.425293
	Iteration 2F: 3 clusters Score -1033073 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1033390.125000 Penalty: 4390.425293
	Iteration 3F: 3 clusters Score -1033390 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1033797.375000 Penalty: 4390.425293
	Iteration 4F: 3 clusters Score -1033797 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1034230.562500 Penalty: 4390.425293
	Iteration 5F: 3 clusters Score -1034231 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1034701.187500 Penalty: 4390.425293
	Iteration 6F: 3 clusters Score -1034701 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1035185.125000 Penalty: 4390.425293
	Iteration 7F: 3 clusters Score -1035185 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1035545.187500 Penalty: 4390.425293
	Iteration 8F: 3 clusters Score -1035545 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1035807.312500 Penalty: 4390.425293
	Iteration 9Q: 3 clusters Score -1035807 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1036034.375000 Penalty: 4390.425293
	Iteration 10Q: 3 clusters Score -1036034 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1036212.250000 Penalty: 4390.425293
	Iteration 11Q: 3 clusters Score -1036212 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1036352.625000 Penalty: 4390.425293
	Iteration 12Q: 3 clusters Score -1036353 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1036475.312500 Penalty: 4390.425293
	Iteration 13Q: 3 clusters Score -1036475 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1036562.875000 Penalty: 4390.425293
	Iteration 14Q: 3 clusters Score -1036563 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1036654.625000 Penalty: 4390.425293
	Iteration 15Q: 3 clusters Score -1036655 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1036740.312500 Penalty: 4390.425293
	Iteration 16Q: 3 clusters Score -1036740 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1036832.687500 Penalty: 4390.425293
	Iteration 17Q: 3 clusters Score -1036833 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1036898.500000 Penalty: 4390.425293
	Iteration 18Q: 3 clusters Score -1036898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1036961.937500 Penalty: 4390.425293
	Iteration 19Q: 3 clusters Score -1036962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1037022.500000 Penalty: 4390.425293
	Iteration 20F: 3 clusters Score -1037022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1037078.562500 Penalty: 4390.425293
	Iteration 21Q: 3 clusters Score -1037079 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1037165.937500 Penalty: 4390.425293
	Iteration 22Q: 3 clusters Score -1037166 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1037297.187500 Penalty: 4390.425293
	Iteration 23Q: 3 clusters Score -1037297 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1037451.187500 Penalty: 4390.425293
	Iteration 24Q: 3 clusters Score -1037451 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1037539.250000 Penalty: 4390.425293
	Iteration 25Q: 3 clusters Score -1037539 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1037573.375000 Penalty: 4390.425293
	Iteration 26Q: 3 clusters Score -1037573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1037586.750000 Penalty: 4390.425293
	Iteration 27Q: 3 clusters Score -1037587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1037593.437500 Penalty: 4390.425293
	Iteration 28Q: 3 clusters Score -1037593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1037599.062500 Penalty: 4390.425293
	Iteration 29Q: 3 clusters Score -1037599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1037603.312500 Penalty: 4390.425293
	Iteration 30Q: 3 clusters Score -1037603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1037606.750000 Penalty: 4390.425293
	Iteration 31Q: 3 clusters Score -1037607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1037609.187500 Penalty: 4390.425293
	Iteration 32Q: 3 clusters Score -1037609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1037609.187500 Penalty: 4390.425293
	Iteration 33F: 3 clusters Score -1037609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110215 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 1168 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30381 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83417 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32450 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54497 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10602 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8887 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16724 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3477 members 
Mstep: Class 49 contains 21211 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Mstep: Class 55 contains 5818 members 
Entering Unmasked Estep 
Score: -122577184.000000 Penalty: 185416.921875
Splitting cluster 5 changes total score from -122577800.000000 to -122577184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -91989.765625 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -91989.77 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: -90387.500000 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -90387.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90642.750000 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -90642.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90795.367188 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -90795.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -90907.570312 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -90907.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90963.898438 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -90963.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -90993.585938 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -90993.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -91041.453125 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -91041.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -91081.210938 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -91081.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91129.390625 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -91129.39 nChanged 13
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: -91190.710938 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -91190.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91240.859375 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -91240.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -91260.875000 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -91260.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -91281.890625 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -91281.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -91312.054688 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -91312.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91317.531250 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -91317.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -91319.156250 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -91319.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -91333.859375 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -91333.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -91355.523438 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -91355.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91384.984375 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -91384.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -91482.500000 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -91482.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -91555.960938 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -91555.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91632.640625 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -91632.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91668.781250 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -91668.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -91699.750000 Penalty: 3198.649170
	Iteration 23Q: 3 clusters Score -91699.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -91731.937500 Penalty: 3198.649170
	Iteration 24Q: 3 clusters Score -91731.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -91748.648438 Penalty: 3198.649170
	Iteration 25Q: 3 clusters Score -91748.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -91767.953125 Penalty: 3198.649170
	Iteration 26Q: 3 clusters Score -91767.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -91968.210938 Penalty: 3198.649170
	Iteration 27Q: 3 clusters Score -91968.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -91994.343750 Penalty: 3198.649170
	Iteration 28Q: 3 clusters Score -91994.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -92001.898438 Penalty: 3198.649170
	Iteration 29Q: 3 clusters Score -92001.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -92005.984375 Penalty: 3198.649170
	Iteration 30Q: 3 clusters Score -92005.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -92007.570312 Penalty: 3198.649170
	Iteration 31Q: 3 clusters Score -92007.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -92007.570312 Penalty: 3198.649170
	Iteration 32F: 3 clusters Score -92007.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110215 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 333 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30381 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83417 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32450 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54497 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10602 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8887 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16724 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3477 members 
Mstep: Class 49 contains 21211 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Mstep: Class 55 contains 299 members 
Entering Unmasked Estep 
Score: -122576064.000000 Penalty: 185416.921875
Splitting cluster 6 changes total score from -122577800.000000 to -122576064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (3558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Entering Unmasked Estep 
Score: -568588.125000 Penalty: 2027.884644
	Iteration 0F: 2 clusters Score -568588.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -564968.125000 Penalty: 4055.769287
	Iteration 0F: 3 clusters Score -564968.1 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -565957.187500 Penalty: 4055.769287
	Iteration 1F: 3 clusters Score -565957.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -566476.562500 Penalty: 4055.769287
	Iteration 2F: 3 clusters Score -566476.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -567055.500000 Penalty: 4055.769287
	Iteration 3F: 3 clusters Score -567055.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -567454.750000 Penalty: 4055.769287
	Iteration 4F: 3 clusters Score -567454.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -567699.937500 Penalty: 4055.769287
	Iteration 5F: 3 clusters Score -567699.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -567844.437500 Penalty: 4055.769287
	Iteration 6Q: 3 clusters Score -567844.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -567921.000000 Penalty: 4055.769287
	Iteration 7Q: 3 clusters Score -567921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -567956.937500 Penalty: 4055.769287
	Iteration 8Q: 3 clusters Score -567956.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -567972.250000 Penalty: 4055.769287
	Iteration 9Q: 3 clusters Score -567972.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -567978.375000 Penalty: 4055.769287
	Iteration 10Q: 3 clusters Score -567978.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -567981.125000 Penalty: 4055.769287
	Iteration 11Q: 3 clusters Score -567981.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -567983.312500 Penalty: 4055.769287
	Iteration 12Q: 3 clusters Score -567983.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -567985.312500 Penalty: 4055.769287
	Iteration 13Q: 3 clusters Score -567985.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -567985.312500 Penalty: 4055.769287
	Iteration 14F: 3 clusters Score -567985.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Entering Unmasked Estep 
Score: -908124.250000 Penalty: 2148.644287
	Iteration 0F: 2 clusters Score -908124.2 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 2891 members 
Entering Unmasked Estep 
Score: -903096.187500 Penalty: 4297.288574
	Iteration 0F: 3 clusters Score -903096.2 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -904335.000000 Penalty: 4297.288574
	Iteration 1F: 3 clusters Score -904335 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -904529.000000 Penalty: 4297.288574
	Iteration 2F: 3 clusters Score -904529 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -904646.250000 Penalty: 4297.288574
	Iteration 3Q: 3 clusters Score -904646.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -904743.687500 Penalty: 4297.288574
	Iteration 4Q: 3 clusters Score -904743.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -904820.875000 Penalty: 4297.288574
	Iteration 5Q: 3 clusters Score -904820.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -904887.562500 Penalty: 4297.288574
	Iteration 6Q: 3 clusters Score -904887.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -904954.062500 Penalty: 4297.288574
	Iteration 7Q: 3 clusters Score -904954.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -905016.375000 Penalty: 4297.288574
	Iteration 8Q: 3 clusters Score -905016.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -905071.062500 Penalty: 4297.288574
	Iteration 9Q: 3 clusters Score -905071.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -905135.750000 Penalty: 4297.288574
	Iteration 10Q: 3 clusters Score -905135.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -905217.875000 Penalty: 4297.288574
	Iteration 11Q: 3 clusters Score -905217.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -905315.375000 Penalty: 4297.288574
	Iteration 12Q: 3 clusters Score -905315.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -905419.375000 Penalty: 4297.288574
	Iteration 13Q: 3 clusters Score -905419.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -905527.500000 Penalty: 4297.288574
	Iteration 14Q: 3 clusters Score -905527.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -905633.437500 Penalty: 4297.288574
	Iteration 15Q: 3 clusters Score -905633.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -905741.750000 Penalty: 4297.288574
	Iteration 16Q: 3 clusters Score -905741.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -905847.687500 Penalty: 4297.288574
	Iteration 17Q: 3 clusters Score -905847.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -905933.875000 Penalty: 4297.288574
	Iteration 18Q: 3 clusters Score -905933.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -905999.062500 Penalty: 4297.288574
	Iteration 19Q: 3 clusters Score -905999.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -906054.687500 Penalty: 4297.288574
	Iteration 20F: 3 clusters Score -906054.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -906096.500000 Penalty: 4297.288574
	Iteration 21Q: 3 clusters Score -906096.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -906130.562500 Penalty: 4297.288574
	Iteration 22Q: 3 clusters Score -906130.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -906169.500000 Penalty: 4297.288574
	Iteration 23Q: 3 clusters Score -906169.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -906202.000000 Penalty: 4297.288574
	Iteration 24Q: 3 clusters Score -906202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -906227.562500 Penalty: 4297.288574
	Iteration 25Q: 3 clusters Score -906227.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -906250.625000 Penalty: 4297.288574
	Iteration 26Q: 3 clusters Score -906250.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -906260.562500 Penalty: 4297.288574
	Iteration 27Q: 3 clusters Score -906260.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -906267.437500 Penalty: 4297.288574
	Iteration 28Q: 3 clusters Score -906267.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -906273.937500 Penalty: 4297.288574
	Iteration 29Q: 3 clusters Score -906273.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -906283.250000 Penalty: 4297.288574
	Iteration 30Q: 3 clusters Score -906283.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -906288.562500 Penalty: 4297.288574
	Iteration 31Q: 3 clusters Score -906288.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -906297.312500 Penalty: 4297.288574
	Iteration 32Q: 3 clusters Score -906297.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -906300.437500 Penalty: 4297.288574
	Iteration 33Q: 3 clusters Score -906300.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -906304.687500 Penalty: 4297.288574
	Iteration 34Q: 3 clusters Score -906304.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -906307.500000 Penalty: 4297.288574
	Iteration 35Q: 3 clusters Score -906307.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -906310.625000 Penalty: 4297.288574
	Iteration 36Q: 3 clusters Score -906310.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -906313.312500 Penalty: 4297.288574
	Iteration 37Q: 3 clusters Score -906313.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -906313.875000 Penalty: 4297.288574
	Iteration 38Q: 3 clusters Score -906313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -906314.625000 Penalty: 4297.288574
	Iteration 39Q: 3 clusters Score -906314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -906316.062500 Penalty: 4297.288574
	Iteration 40F: 3 clusters Score -906316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -906316.437500 Penalty: 4297.288574
	Iteration 41Q: 3 clusters Score -906316.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -906318.250000 Penalty: 4297.288574
	Iteration 42Q: 3 clusters Score -906318.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -906323.250000 Penalty: 4297.288574
	Iteration 43Q: 3 clusters Score -906323.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -906333.125000 Penalty: 4297.288574
	Iteration 44Q: 3 clusters Score -906333.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -906338.625000 Penalty: 4297.288574
	Iteration 45Q: 3 clusters Score -906338.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -906342.750000 Penalty: 4297.288574
	Iteration 46Q: 3 clusters Score -906342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -906345.375000 Penalty: 4297.288574
	Iteration 47Q: 3 clusters Score -906345.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -906345.375000 Penalty: 4297.288574
	Iteration 48F: 3 clusters Score -906345.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -72348.179688 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -72348.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -70888.554688 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -70888.55 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71046.343750 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -71046.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71104.453125 Penalty: 3073.436279
	Iteration 2Q: 3 clusters Score -71104.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71143.390625 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -71143.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71178.625000 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -71178.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71208.140625 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -71208.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71242.687500 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -71242.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71258.351562 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -71258.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71267.531250 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -71267.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71274.000000 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -71274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71281.882812 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -71281.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71286.890625 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -71286.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71286.890625 Penalty: 3073.436279
	Iteration 12F: 3 clusters Score -71286.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Entering Unmasked Estep 
Score: -2559764.000000 Penalty: 2400.182129
	Iteration 0F: 2 clusters Score -2559764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2548319.750000 Penalty: 4800.364258
	Iteration 0F: 3 clusters Score -2548320 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2551883.750000 Penalty: 4800.364258
	Iteration 1F: 3 clusters Score -2551884 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2552175.750000 Penalty: 4800.364258
	Iteration 2F: 3 clusters Score -2552176 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2552471.500000 Penalty: 4800.364258
	Iteration 3Q: 3 clusters Score -2552472 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2552773.750000 Penalty: 4800.364258
	Iteration 4Q: 3 clusters Score -2552774 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2553074.750000 Penalty: 4800.364258
	Iteration 5Q: 3 clusters Score -2553075 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2553504.000000 Penalty: 4800.364258
	Iteration 6Q: 3 clusters Score -2553504 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2554014.250000 Penalty: 4800.364258
	Iteration 7F: 3 clusters Score -2554014 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2554628.250000 Penalty: 4800.364258
	Iteration 8F: 3 clusters Score -2554628 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2555198.250000 Penalty: 4800.364258
	Iteration 9F: 3 clusters Score -2555198 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2555747.500000 Penalty: 4800.364258
	Iteration 10F: 3 clusters Score -2555748 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2556181.500000 Penalty: 4800.364258
	Iteration 11Q: 3 clusters Score -2556182 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2556478.500000 Penalty: 4800.364258
	Iteration 12Q: 3 clusters Score -2556478 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2556703.000000 Penalty: 4800.364258
	Iteration 13Q: 3 clusters Score -2556703 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2556886.000000 Penalty: 4800.364258
	Iteration 14Q: 3 clusters Score -2556886 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2557046.750000 Penalty: 4800.364258
	Iteration 15Q: 3 clusters Score -2557047 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2557169.250000 Penalty: 4800.364258
	Iteration 16Q: 3 clusters Score -2557169 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2557244.000000 Penalty: 4800.364258
	Iteration 17Q: 3 clusters Score -2557244 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2557315.750000 Penalty: 4800.364258
	Iteration 18Q: 3 clusters Score -2557316 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2557353.000000 Penalty: 4800.364258
	Iteration 19Q: 3 clusters Score -2557353 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2557387.500000 Penalty: 4800.364258
	Iteration 20F: 3 clusters Score -2557388 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2557395.250000 Penalty: 4800.364258
	Iteration 21Q: 3 clusters Score -2557395 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2557408.000000 Penalty: 4800.364258
	Iteration 22Q: 3 clusters Score -2557408 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2557411.250000 Penalty: 4800.364258
	Iteration 23Q: 3 clusters Score -2557411 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2557418.750000 Penalty: 4800.364258
	Iteration 24Q: 3 clusters Score -2557419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2557416.750000 Penalty: 4800.364258
	Iteration 25Q: 3 clusters Score -2557417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2557417.750000 Penalty: 4800.364258
	Iteration 26Q: 3 clusters Score -2557418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2557423.000000 Penalty: 4800.364258
	Iteration 27Q: 3 clusters Score -2557423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2557425.750000 Penalty: 4800.364258
	Iteration 28Q: 3 clusters Score -2557426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2557429.500000 Penalty: 4800.364258
	Iteration 29Q: 3 clusters Score -2557430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2557431.000000 Penalty: 4800.364258
	Iteration 30Q: 3 clusters Score -2557431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2557432.000000 Penalty: 4800.364258
	Iteration 31Q: 3 clusters Score -2557432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2557434.750000 Penalty: 4800.364258
	Iteration 32Q: 3 clusters Score -2557435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2557439.000000 Penalty: 4800.364258
	Iteration 33Q: 3 clusters Score -2557439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2557437.250000 Penalty: 4800.364258
	Iteration 34Q: 3 clusters Score -2557437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2557436.000000 Penalty: 4800.364258
	Iteration 35Q: 3 clusters Score -2557436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2557439.500000 Penalty: 4800.364258
	Iteration 36Q: 3 clusters Score -2557440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2557438.500000 Penalty: 4800.364258
	Iteration 37Q: 3 clusters Score -2557438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2557438.500000 Penalty: 4800.364258
	Iteration 38F: 3 clusters Score -2557438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Entering Unmasked Estep 
Score: -835229.375000 Penalty: 2140.988525
	Iteration 0F: 2 clusters Score -835229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -830314.437500 Penalty: 4281.977051
	Iteration 0F: 3 clusters Score -830314.4 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -831688.625000 Penalty: 4281.977051
	Iteration 1F: 3 clusters Score -831688.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -832047.187500 Penalty: 4281.977051
	Iteration 2F: 3 clusters Score -832047.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -832341.375000 Penalty: 4281.977051
	Iteration 3F: 3 clusters Score -832341.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -832557.750000 Penalty: 4281.977051
	Iteration 4F: 3 clusters Score -832557.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -832753.687500 Penalty: 4281.977051
	Iteration 5Q: 3 clusters Score -832753.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -832910.125000 Penalty: 4281.977051
	Iteration 6Q: 3 clusters Score -832910.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -833021.562500 Penalty: 4281.977051
	Iteration 7Q: 3 clusters Score -833021.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -833110.875000 Penalty: 4281.977051
	Iteration 8Q: 3 clusters Score -833110.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -833174.500000 Penalty: 4281.977051
	Iteration 9Q: 3 clusters Score -833174.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -833231.375000 Penalty: 4281.977051
	Iteration 10Q: 3 clusters Score -833231.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -833285.625000 Penalty: 4281.977051
	Iteration 11Q: 3 clusters Score -833285.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -833337.125000 Penalty: 4281.977051
	Iteration 12Q: 3 clusters Score -833337.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -833373.812500 Penalty: 4281.977051
	Iteration 13Q: 3 clusters Score -833373.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -833404.812500 Penalty: 4281.977051
	Iteration 14Q: 3 clusters Score -833404.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -833437.875000 Penalty: 4281.977051
	Iteration 15Q: 3 clusters Score -833437.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -833472.312500 Penalty: 4281.977051
	Iteration 16Q: 3 clusters Score -833472.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -833510.500000 Penalty: 4281.977051
	Iteration 17Q: 3 clusters Score -833510.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -833546.687500 Penalty: 4281.977051
	Iteration 18Q: 3 clusters Score -833546.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -833576.250000 Penalty: 4281.977051
	Iteration 19Q: 3 clusters Score -833576.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -833598.937500 Penalty: 4281.977051
	Iteration 20F: 3 clusters Score -833598.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -833621.812500 Penalty: 4281.977051
	Iteration 21Q: 3 clusters Score -833621.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -833636.750000 Penalty: 4281.977051
	Iteration 22Q: 3 clusters Score -833636.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -833652.875000 Penalty: 4281.977051
	Iteration 23Q: 3 clusters Score -833652.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -833659.625000 Penalty: 4281.977051
	Iteration 24Q: 3 clusters Score -833659.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -833666.750000 Penalty: 4281.977051
	Iteration 25Q: 3 clusters Score -833666.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -833670.812500 Penalty: 4281.977051
	Iteration 26Q: 3 clusters Score -833670.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -833672.750000 Penalty: 4281.977051
	Iteration 27Q: 3 clusters Score -833672.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -833680.687500 Penalty: 4281.977051
	Iteration 28Q: 3 clusters Score -833680.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -833693.312500 Penalty: 4281.977051
	Iteration 29Q: 3 clusters Score -833693.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -833701.000000 Penalty: 4281.977051
	Iteration 30Q: 3 clusters Score -833701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -833710.062500 Penalty: 4281.977051
	Iteration 31Q: 3 clusters Score -833710.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -833715.375000 Penalty: 4281.977051
	Iteration 32Q: 3 clusters Score -833715.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -833719.187500 Penalty: 4281.977051
	Iteration 33Q: 3 clusters Score -833719.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -833719.250000 Penalty: 4281.977051
	Iteration 34Q: 3 clusters Score -833719.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -833722.312500 Penalty: 4281.977051
	Iteration 35Q: 3 clusters Score -833722.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -833726.687500 Penalty: 4281.977051
	Iteration 36Q: 3 clusters Score -833726.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -833734.062500 Penalty: 4281.977051
	Iteration 37Q: 3 clusters Score -833734.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -833738.375000 Penalty: 4281.977051
	Iteration 38Q: 3 clusters Score -833738.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -833746.500000 Penalty: 4281.977051
	Iteration 39Q: 3 clusters Score -833746.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -833748.562500 Penalty: 4281.977051
	Iteration 40F: 3 clusters Score -833748.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -833754.375000 Penalty: 4281.977051
	Iteration 41Q: 3 clusters Score -833754.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -833760.687500 Penalty: 4281.977051
	Iteration 42Q: 3 clusters Score -833760.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -833767.687500 Penalty: 4281.977051
	Iteration 43Q: 3 clusters Score -833767.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -833776.937500 Penalty: 4281.977051
	Iteration 44Q: 3 clusters Score -833776.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -833785.500000 Penalty: 4281.977051
	Iteration 45Q: 3 clusters Score -833785.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -833796.000000 Penalty: 4281.977051
	Iteration 46Q: 3 clusters Score -833796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -833803.437500 Penalty: 4281.977051
	Iteration 47Q: 3 clusters Score -833803.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -833811.812500 Penalty: 4281.977051
	Iteration 48Q: 3 clusters Score -833811.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -833818.875000 Penalty: 4281.977051
	Iteration 49Q: 3 clusters Score -833818.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -833826.187500 Penalty: 4281.977051
	Iteration 50Q: 3 clusters Score -833826.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -833831.562500 Penalty: 4281.977051
	Iteration 51Q: 3 clusters Score -833831.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -833837.312500 Penalty: 4281.977051
	Iteration 52Q: 3 clusters Score -833837.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -833840.687500 Penalty: 4281.977051
	Iteration 53Q: 3 clusters Score -833840.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -833844.562500 Penalty: 4281.977051
	Iteration 54Q: 3 clusters Score -833844.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -833849.187500 Penalty: 4281.977051
	Iteration 55Q: 3 clusters Score -833849.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -833852.250000 Penalty: 4281.977051
	Iteration 56Q: 3 clusters Score -833852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -833854.500000 Penalty: 4281.977051
	Iteration 57Q: 3 clusters Score -833854.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -833856.687500 Penalty: 4281.977051
	Iteration 58Q: 3 clusters Score -833856.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -833856.562500 Penalty: 4281.977051
	Iteration 59Q: 3 clusters Score -833856.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -833859.312500 Penalty: 4281.977051
	Iteration 60F: 3 clusters Score -833859.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Entering Unmasked Estep 
Score: -630322.687500 Penalty: 2055.681152
	Iteration 0F: 2 clusters Score -630322.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -626427.437500 Penalty: 4111.362305
	Iteration 0F: 3 clusters Score -626427.4 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -627291.437500 Penalty: 4111.362305
	Iteration 1F: 3 clusters Score -627291.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -627481.375000 Penalty: 4111.362305
	Iteration 2F: 3 clusters Score -627481.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -627610.375000 Penalty: 4111.362305
	Iteration 3Q: 3 clusters Score -627610.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -627695.500000 Penalty: 4111.362305
	Iteration 4Q: 3 clusters Score -627695.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -627765.562500 Penalty: 4111.362305
	Iteration 5Q: 3 clusters Score -627765.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -627844.437500 Penalty: 4111.362305
	Iteration 6Q: 3 clusters Score -627844.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -627927.562500 Penalty: 4111.362305
	Iteration 7Q: 3 clusters Score -627927.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -627997.500000 Penalty: 4111.362305
	Iteration 8Q: 3 clusters Score -627997.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -628051.937500 Penalty: 4111.362305
	Iteration 9Q: 3 clusters Score -628051.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -628122.812500 Penalty: 4111.362305
	Iteration 10Q: 3 clusters Score -628122.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -628199.500000 Penalty: 4111.362305
	Iteration 11Q: 3 clusters Score -628199.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -628272.562500 Penalty: 4111.362305
	Iteration 12Q: 3 clusters Score -628272.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -628353.062500 Penalty: 4111.362305
	Iteration 13Q: 3 clusters Score -628353.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -628453.187500 Penalty: 4111.362305
	Iteration 14Q: 3 clusters Score -628453.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -628556.125000 Penalty: 4111.362305
	Iteration 15Q: 3 clusters Score -628556.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -628649.500000 Penalty: 4111.362305
	Iteration 16Q: 3 clusters Score -628649.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -628712.062500 Penalty: 4111.362305
	Iteration 17Q: 3 clusters Score -628712.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -628774.062500 Penalty: 4111.362305
	Iteration 18Q: 3 clusters Score -628774.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -628830.000000 Penalty: 4111.362305
	Iteration 19Q: 3 clusters Score -628830 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -628867.562500 Penalty: 4111.362305
	Iteration 20F: 3 clusters Score -628867.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -628895.125000 Penalty: 4111.362305
	Iteration 21Q: 3 clusters Score -628895.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -628919.937500 Penalty: 4111.362305
	Iteration 22Q: 3 clusters Score -628919.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -628934.937500 Penalty: 4111.362305
	Iteration 23Q: 3 clusters Score -628934.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -628949.562500 Penalty: 4111.362305
	Iteration 24Q: 3 clusters Score -628949.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -628958.937500 Penalty: 4111.362305
	Iteration 25Q: 3 clusters Score -628958.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -628970.437500 Penalty: 4111.362305
	Iteration 26Q: 3 clusters Score -628970.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -628980.187500 Penalty: 4111.362305
	Iteration 27Q: 3 clusters Score -628980.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -628987.812500 Penalty: 4111.362305
	Iteration 28Q: 3 clusters Score -628987.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -628996.500000 Penalty: 4111.362305
	Iteration 29Q: 3 clusters Score -628996.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -629003.937500 Penalty: 4111.362305
	Iteration 30Q: 3 clusters Score -629003.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -629011.500000 Penalty: 4111.362305
	Iteration 31Q: 3 clusters Score -629011.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -629018.937500 Penalty: 4111.362305
	Iteration 32Q: 3 clusters Score -629018.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -629027.750000 Penalty: 4111.362305
	Iteration 33Q: 3 clusters Score -629027.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -629032.437500 Penalty: 4111.362305
	Iteration 34Q: 3 clusters Score -629032.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -629035.375000 Penalty: 4111.362305
	Iteration 35Q: 3 clusters Score -629035.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -629042.625000 Penalty: 4111.362305
	Iteration 36Q: 3 clusters Score -629042.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -629050.625000 Penalty: 4111.362305
	Iteration 37Q: 3 clusters Score -629050.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -629058.375000 Penalty: 4111.362305
	Iteration 38Q: 3 clusters Score -629058.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -629072.500000 Penalty: 4111.362305
	Iteration 39Q: 3 clusters Score -629072.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -629088.312500 Penalty: 4111.362305
	Iteration 40F: 3 clusters Score -629088.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -629101.062500 Penalty: 4111.362305
	Iteration 41Q: 3 clusters Score -629101.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -629117.937500 Penalty: 4111.362305
	Iteration 42Q: 3 clusters Score -629117.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -629133.937500 Penalty: 4111.362305
	Iteration 43Q: 3 clusters Score -629133.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -629147.062500 Penalty: 4111.362305
	Iteration 44Q: 3 clusters Score -629147.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -629157.125000 Penalty: 4111.362305
	Iteration 45Q: 3 clusters Score -629157.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -629170.750000 Penalty: 4111.362305
	Iteration 46Q: 3 clusters Score -629170.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -629181.062500 Penalty: 4111.362305
	Iteration 47Q: 3 clusters Score -629181.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -629195.000000 Penalty: 4111.362305
	Iteration 48Q: 3 clusters Score -629195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -629204.625000 Penalty: 4111.362305
	Iteration 49Q: 3 clusters Score -629204.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -629224.500000 Penalty: 4111.362305
	Iteration 50Q: 3 clusters Score -629224.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -629248.875000 Penalty: 4111.362305
	Iteration 51Q: 3 clusters Score -629248.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -629294.437500 Penalty: 4111.362305
	Iteration 52Q: 3 clusters Score -629294.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -629361.875000 Penalty: 4111.362305
	Iteration 53Q: 3 clusters Score -629361.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -629456.562500 Penalty: 4111.362305
	Iteration 54Q: 3 clusters Score -629456.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -629526.937500 Penalty: 4111.362305
	Iteration 55Q: 3 clusters Score -629526.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -629561.375000 Penalty: 4111.362305
	Iteration 56Q: 3 clusters Score -629561.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -629571.125000 Penalty: 4111.362305
	Iteration 57Q: 3 clusters Score -629571.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -629575.875000 Penalty: 4111.362305
	Iteration 58Q: 3 clusters Score -629575.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -629575.875000 Penalty: 4111.362305
	Iteration 59F: 3 clusters Score -629575.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (30381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Entering Unmasked Estep 
Score: -4812202.500000 Penalty: 2559.750000
	Iteration 0F: 2 clusters Score -4812202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -4791498.500000 Penalty: 5119.500000
	Iteration 0F: 3 clusters Score -4791498 nChanged 13723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -4799047.000000 Penalty: 5119.500000
	Iteration 1F: 3 clusters Score -4799047 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -4799904.000000 Penalty: 5119.500000
	Iteration 2F: 3 clusters Score -4799904 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -4800893.000000 Penalty: 5119.500000
	Iteration 3F: 3 clusters Score -4800893 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -4801993.000000 Penalty: 5119.500000
	Iteration 4F: 3 clusters Score -4801993 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -4803208.000000 Penalty: 5119.500000
	Iteration 5F: 3 clusters Score -4803208 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -4804586.500000 Penalty: 5119.500000
	Iteration 6F: 3 clusters Score -4804586 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -4805906.000000 Penalty: 5119.500000
	Iteration 7F: 3 clusters Score -4805906 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -4807101.500000 Penalty: 5119.500000
	Iteration 8Q: 3 clusters Score -4807102 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4808090.000000 Penalty: 5119.500000
	Iteration 9Q: 3 clusters Score -4808090 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4808810.500000 Penalty: 5119.500000
	Iteration 10Q: 3 clusters Score -4808810 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4809285.000000 Penalty: 5119.500000
	Iteration 11Q: 3 clusters Score -4809285 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4809554.500000 Penalty: 5119.500000
	Iteration 12Q: 3 clusters Score -4809554 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4809708.000000 Penalty: 5119.500000
	Iteration 13Q: 3 clusters Score -4809708 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4809828.000000 Penalty: 5119.500000
	Iteration 14Q: 3 clusters Score -4809828 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4809879.000000 Penalty: 5119.500000
	Iteration 15Q: 3 clusters Score -4809879 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4809924.500000 Penalty: 5119.500000
	Iteration 16Q: 3 clusters Score -4809924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4809946.500000 Penalty: 5119.500000
	Iteration 17Q: 3 clusters Score -4809946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4809971.500000 Penalty: 5119.500000
	Iteration 18Q: 3 clusters Score -4809972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4809977.000000 Penalty: 5119.500000
	Iteration 19Q: 3 clusters Score -4809977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4809996.000000 Penalty: 5119.500000
	Iteration 20F: 3 clusters Score -4809996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4810006.500000 Penalty: 5119.500000
	Iteration 21Q: 3 clusters Score -4810006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4810027.000000 Penalty: 5119.500000
	Iteration 22Q: 3 clusters Score -4810027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4810037.500000 Penalty: 5119.500000
	Iteration 23Q: 3 clusters Score -4810038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4810046.500000 Penalty: 5119.500000
	Iteration 24Q: 3 clusters Score -4810046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4810051.000000 Penalty: 5119.500000
	Iteration 25Q: 3 clusters Score -4810051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4810056.000000 Penalty: 5119.500000
	Iteration 26Q: 3 clusters Score -4810056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4810060.500000 Penalty: 5119.500000
	Iteration 27Q: 3 clusters Score -4810060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4810069.000000 Penalty: 5119.500000
	Iteration 28Q: 3 clusters Score -4810069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4810071.500000 Penalty: 5119.500000
	Iteration 29Q: 3 clusters Score -4810072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4810070.500000 Penalty: 5119.500000
	Iteration 30Q: 3 clusters Score -4810070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4810067.000000 Penalty: 5119.500000
	Iteration 31Q: 3 clusters Score -4810067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4810079.000000 Penalty: 5119.500000
	Iteration 32Q: 3 clusters Score -4810079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4810076.500000 Penalty: 5119.500000
	Iteration 33Q: 3 clusters Score -4810076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4810079.500000 Penalty: 5119.500000
	Iteration 34Q: 3 clusters Score -4810080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4810079.500000 Penalty: 5119.500000
	Iteration 35F: 3 clusters Score -4810080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -913096.875000 Penalty: 2153.479736
	Iteration 0F: 2 clusters Score -913096.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -908032.562500 Penalty: 4306.959473
	Iteration 0F: 3 clusters Score -908032.6 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -909291.437500 Penalty: 4306.959473
	Iteration 1F: 3 clusters Score -909291.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -909477.000000 Penalty: 4306.959473
	Iteration 2F: 3 clusters Score -909477 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -909588.187500 Penalty: 4306.959473
	Iteration 3Q: 3 clusters Score -909588.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -909671.687500 Penalty: 4306.959473
	Iteration 4Q: 3 clusters Score -909671.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -909752.750000 Penalty: 4306.959473
	Iteration 5Q: 3 clusters Score -909752.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -909826.937500 Penalty: 4306.959473
	Iteration 6Q: 3 clusters Score -909826.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -909903.375000 Penalty: 4306.959473
	Iteration 7Q: 3 clusters Score -909903.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -909969.125000 Penalty: 4306.959473
	Iteration 8Q: 3 clusters Score -909969.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -910027.750000 Penalty: 4306.959473
	Iteration 9Q: 3 clusters Score -910027.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -910090.812500 Penalty: 4306.959473
	Iteration 10Q: 3 clusters Score -910090.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -910160.000000 Penalty: 4306.959473
	Iteration 11Q: 3 clusters Score -910160 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -910237.812500 Penalty: 4306.959473
	Iteration 12Q: 3 clusters Score -910237.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -910324.687500 Penalty: 4306.959473
	Iteration 13Q: 3 clusters Score -910324.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -910425.375000 Penalty: 4306.959473
	Iteration 14Q: 3 clusters Score -910425.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -910540.312500 Penalty: 4306.959473
	Iteration 15Q: 3 clusters Score -910540.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -910657.375000 Penalty: 4306.959473
	Iteration 16Q: 3 clusters Score -910657.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -910758.500000 Penalty: 4306.959473
	Iteration 17Q: 3 clusters Score -910758.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -910830.500000 Penalty: 4306.959473
	Iteration 18Q: 3 clusters Score -910830.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -910899.062500 Penalty: 4306.959473
	Iteration 19Q: 3 clusters Score -910899.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -910950.437500 Penalty: 4306.959473
	Iteration 20F: 3 clusters Score -910950.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -911003.437500 Penalty: 4306.959473
	Iteration 21Q: 3 clusters Score -911003.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -911042.187500 Penalty: 4306.959473
	Iteration 22Q: 3 clusters Score -911042.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -911077.437500 Penalty: 4306.959473
	Iteration 23Q: 3 clusters Score -911077.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -911107.687500 Penalty: 4306.959473
	Iteration 24Q: 3 clusters Score -911107.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -911134.875000 Penalty: 4306.959473
	Iteration 25Q: 3 clusters Score -911134.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -911159.250000 Penalty: 4306.959473
	Iteration 26Q: 3 clusters Score -911159.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -911173.187500 Penalty: 4306.959473
	Iteration 27Q: 3 clusters Score -911173.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -911185.937500 Penalty: 4306.959473
	Iteration 28Q: 3 clusters Score -911185.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -911199.312500 Penalty: 4306.959473
	Iteration 29Q: 3 clusters Score -911199.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -911210.312500 Penalty: 4306.959473
	Iteration 30Q: 3 clusters Score -911210.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -911218.750000 Penalty: 4306.959473
	Iteration 31Q: 3 clusters Score -911218.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -911233.312500 Penalty: 4306.959473
	Iteration 32Q: 3 clusters Score -911233.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -911249.500000 Penalty: 4306.959473
	Iteration 33Q: 3 clusters Score -911249.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -911266.000000 Penalty: 4306.959473
	Iteration 34Q: 3 clusters Score -911266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -911277.000000 Penalty: 4306.959473
	Iteration 35Q: 3 clusters Score -911277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -911286.625000 Penalty: 4306.959473
	Iteration 36Q: 3 clusters Score -911286.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -911294.812500 Penalty: 4306.959473
	Iteration 37Q: 3 clusters Score -911294.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -911306.375000 Penalty: 4306.959473
	Iteration 38Q: 3 clusters Score -911306.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -911320.437500 Penalty: 4306.959473
	Iteration 39Q: 3 clusters Score -911320.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -911328.562500 Penalty: 4306.959473
	Iteration 40F: 3 clusters Score -911328.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -911334.375000 Penalty: 4306.959473
	Iteration 41Q: 3 clusters Score -911334.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -911343.000000 Penalty: 4306.959473
	Iteration 42Q: 3 clusters Score -911343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -911348.062500 Penalty: 4306.959473
	Iteration 43Q: 3 clusters Score -911348.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -911351.937500 Penalty: 4306.959473
	Iteration 44Q: 3 clusters Score -911351.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -911358.312500 Penalty: 4306.959473
	Iteration 45Q: 3 clusters Score -911358.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -911363.875000 Penalty: 4306.959473
	Iteration 46Q: 3 clusters Score -911363.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -911364.937500 Penalty: 4306.959473
	Iteration 47Q: 3 clusters Score -911364.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -911367.312500 Penalty: 4306.959473
	Iteration 48Q: 3 clusters Score -911367.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -911370.125000 Penalty: 4306.959473
	Iteration 49Q: 3 clusters Score -911370.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -911371.250000 Penalty: 4306.959473
	Iteration 50Q: 3 clusters Score -911371.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -911372.937500 Penalty: 4306.959473
	Iteration 51Q: 3 clusters Score -911372.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -911379.750000 Penalty: 4306.959473
	Iteration 52Q: 3 clusters Score -911379.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -911386.750000 Penalty: 4306.959473
	Iteration 53Q: 3 clusters Score -911386.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -911396.062500 Penalty: 4306.959473
	Iteration 54Q: 3 clusters Score -911396.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -911401.062500 Penalty: 4306.959473
	Iteration 55Q: 3 clusters Score -911401.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -911407.687500 Penalty: 4306.959473
	Iteration 56Q: 3 clusters Score -911407.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -911416.062500 Penalty: 4306.959473
	Iteration 57Q: 3 clusters Score -911416.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -911427.875000 Penalty: 4306.959473
	Iteration 58Q: 3 clusters Score -911427.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -911435.875000 Penalty: 4306.959473
	Iteration 59Q: 3 clusters Score -911435.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -911446.000000 Penalty: 4306.959473
	Iteration 60F: 3 clusters Score -911446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -911454.062500 Penalty: 4306.959473
	Iteration 61Q: 3 clusters Score -911454.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -911459.937500 Penalty: 4306.959473
	Iteration 62Q: 3 clusters Score -911459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -911461.937500 Penalty: 4306.959473
	Iteration 63Q: 3 clusters Score -911461.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -911465.875000 Penalty: 4306.959473
	Iteration 64Q: 3 clusters Score -911465.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -911464.312500 Penalty: 4306.959473
	Iteration 65Q: 3 clusters Score -911464.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -911468.187500 Penalty: 4306.959473
	Iteration 66Q: 3 clusters Score -911468.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -911470.750000 Penalty: 4306.959473
	Iteration 67Q: 3 clusters Score -911470.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -911474.000000 Penalty: 4306.959473
	Iteration 68Q: 3 clusters Score -911474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -911476.875000 Penalty: 4306.959473
	Iteration 69Q: 3 clusters Score -911476.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -911478.750000 Penalty: 4306.959473
	Iteration 70Q: 3 clusters Score -911478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -911479.750000 Penalty: 4306.959473
	Iteration 71Q: 3 clusters Score -911479.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -911481.125000 Penalty: 4306.959473
	Iteration 72Q: 3 clusters Score -911481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -911481.187500 Penalty: 4306.959473
	Iteration 73Q: 3 clusters Score -911481.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -911482.375000 Penalty: 4306.959473
	Iteration 74Q: 3 clusters Score -911482.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -911482.375000 Penalty: 4306.959473
	Iteration 75F: 3 clusters Score -911482.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Entering Unmasked Estep 
Score: -1758698.375000 Penalty: 2313.749268
	Iteration 0F: 2 clusters Score -1758698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1750277.125000 Penalty: 4627.498535
	Iteration 0F: 3 clusters Score -1750277 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1752803.875000 Penalty: 4627.498535
	Iteration 1F: 3 clusters Score -1752804 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1753167.500000 Penalty: 4627.498535
	Iteration 2F: 3 clusters Score -1753168 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1753458.500000 Penalty: 4627.498535
	Iteration 3F: 3 clusters Score -1753458 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1753724.000000 Penalty: 4627.498535
	Iteration 4Q: 3 clusters Score -1753724 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1754006.875000 Penalty: 4627.498535
	Iteration 5Q: 3 clusters Score -1754007 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1754274.750000 Penalty: 4627.498535
	Iteration 6Q: 3 clusters Score -1754275 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1754545.125000 Penalty: 4627.498535
	Iteration 7Q: 3 clusters Score -1754545 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1754817.375000 Penalty: 4627.498535
	Iteration 8Q: 3 clusters Score -1754817 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1755043.750000 Penalty: 4627.498535
	Iteration 9Q: 3 clusters Score -1755044 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1755281.250000 Penalty: 4627.498535
	Iteration 10Q: 3 clusters Score -1755281 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1755483.125000 Penalty: 4627.498535
	Iteration 11Q: 3 clusters Score -1755483 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1755667.500000 Penalty: 4627.498535
	Iteration 12Q: 3 clusters Score -1755668 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1755842.375000 Penalty: 4627.498535
	Iteration 13Q: 3 clusters Score -1755842 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1755987.375000 Penalty: 4627.498535
	Iteration 14Q: 3 clusters Score -1755987 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1756102.625000 Penalty: 4627.498535
	Iteration 15Q: 3 clusters Score -1756103 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1756224.000000 Penalty: 4627.498535
	Iteration 16Q: 3 clusters Score -1756224 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1756314.500000 Penalty: 4627.498535
	Iteration 17Q: 3 clusters Score -1756314 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1756382.375000 Penalty: 4627.498535
	Iteration 18Q: 3 clusters Score -1756382 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1756437.750000 Penalty: 4627.498535
	Iteration 19Q: 3 clusters Score -1756438 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1756483.250000 Penalty: 4627.498535
	Iteration 20F: 3 clusters Score -1756483 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1756531.375000 Penalty: 4627.498535
	Iteration 21Q: 3 clusters Score -1756531 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1756562.750000 Penalty: 4627.498535
	Iteration 22Q: 3 clusters Score -1756563 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1756597.625000 Penalty: 4627.498535
	Iteration 23Q: 3 clusters Score -1756598 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1756627.500000 Penalty: 4627.498535
	Iteration 24Q: 3 clusters Score -1756628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1756660.625000 Penalty: 4627.498535
	Iteration 25Q: 3 clusters Score -1756661 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1756682.625000 Penalty: 4627.498535
	Iteration 26Q: 3 clusters Score -1756683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1756706.750000 Penalty: 4627.498535
	Iteration 27Q: 3 clusters Score -1756707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1756725.500000 Penalty: 4627.498535
	Iteration 28Q: 3 clusters Score -1756726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1756754.750000 Penalty: 4627.498535
	Iteration 29Q: 3 clusters Score -1756755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1756771.500000 Penalty: 4627.498535
	Iteration 30Q: 3 clusters Score -1756772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1756797.875000 Penalty: 4627.498535
	Iteration 31Q: 3 clusters Score -1756798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1756820.000000 Penalty: 4627.498535
	Iteration 32Q: 3 clusters Score -1756820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1756855.625000 Penalty: 4627.498535
	Iteration 33Q: 3 clusters Score -1756856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1756897.250000 Penalty: 4627.498535
	Iteration 34Q: 3 clusters Score -1756897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1756944.625000 Penalty: 4627.498535
	Iteration 35Q: 3 clusters Score -1756945 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1756978.125000 Penalty: 4627.498535
	Iteration 36Q: 3 clusters Score -1756978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1756996.000000 Penalty: 4627.498535
	Iteration 37Q: 3 clusters Score -1756996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1757009.750000 Penalty: 4627.498535
	Iteration 38Q: 3 clusters Score -1757010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1757022.375000 Penalty: 4627.498535
	Iteration 39Q: 3 clusters Score -1757022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1757031.625000 Penalty: 4627.498535
	Iteration 40F: 3 clusters Score -1757032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1757039.500000 Penalty: 4627.498535
	Iteration 41Q: 3 clusters Score -1757040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1757053.375000 Penalty: 4627.498535
	Iteration 42Q: 3 clusters Score -1757053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1757060.625000 Penalty: 4627.498535
	Iteration 43Q: 3 clusters Score -1757061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1757067.875000 Penalty: 4627.498535
	Iteration 44Q: 3 clusters Score -1757068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1757069.375000 Penalty: 4627.498535
	Iteration 45Q: 3 clusters Score -1757069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1757069.250000 Penalty: 4627.498535
	Iteration 46Q: 3 clusters Score -1757069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1757069.250000 Penalty: 4627.498535
	Iteration 47F: 3 clusters Score -1757069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (83417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Entering Unmasked Estep 
Score: -13152373.000000 Penalty: 2810.238770
	Iteration 0F: 2 clusters Score -1.315237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -13096682.000000 Penalty: 5620.477539
	Iteration 0F: 3 clusters Score -1.309668e+07 nChanged 39362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -13118491.000000 Penalty: 5620.477539
	Iteration 1F: 3 clusters Score -1.311849e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -13119091.000000 Penalty: 5620.477539
	Iteration 2Q: 3 clusters Score -1.311909e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -13119764.000000 Penalty: 5620.477539
	Iteration 3Q: 3 clusters Score -1.311976e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -13120391.000000 Penalty: 5620.477539
	Iteration 4Q: 3 clusters Score -1.312039e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -13121235.000000 Penalty: 5620.477539
	Iteration 5Q: 3 clusters Score -1.312124e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -13122253.000000 Penalty: 5620.477539
	Iteration 6Q: 3 clusters Score -1.312225e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -13124065.000000 Penalty: 5620.477539
	Iteration 7Q: 3 clusters Score -1.312406e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -13126810.000000 Penalty: 5620.477539
	Iteration 8F: 3 clusters Score -1.312681e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -13130548.000000 Penalty: 5620.477539
	Iteration 9F: 3 clusters Score -1.313055e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -13135268.000000 Penalty: 5620.477539
	Iteration 10F: 3 clusters Score -1.313527e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 71888 members 
Entering Unmasked Estep 
Score: -13140061.000000 Penalty: 5620.477539
	Iteration 11F: 3 clusters Score -1.314006e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 76513 members 
Entering Unmasked Estep 
Score: -13144262.000000 Penalty: 5620.477539
	Iteration 12F: 3 clusters Score -1.314426e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -13146948.000000 Penalty: 5620.477539
	Iteration 13Q: 3 clusters Score -1.314695e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -13148418.000000 Penalty: 5620.477539
	Iteration 14Q: 3 clusters Score -1.314842e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 82201 members 
Entering Unmasked Estep 
Score: -13149102.000000 Penalty: 5620.477539
	Iteration 15Q: 3 clusters Score -1.31491e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -13149519.000000 Penalty: 5620.477539
	Iteration 16Q: 3 clusters Score -1.314952e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -13149687.000000 Penalty: 5620.477539
	Iteration 17Q: 3 clusters Score -1.314969e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 82903 members 
Entering Unmasked Estep 
Score: -13149800.000000 Penalty: 5620.477539
	Iteration 18Q: 3 clusters Score -1.31498e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 82954 members 
Entering Unmasked Estep 
Score: -13149847.000000 Penalty: 5620.477539
	Iteration 19Q: 3 clusters Score -1.314985e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 82990 members 
Entering Unmasked Estep 
Score: -13149893.000000 Penalty: 5620.477539
	Iteration 20F: 3 clusters Score -1.314989e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -13149909.000000 Penalty: 5620.477539
	Iteration 21Q: 3 clusters Score -1.314991e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -13149941.000000 Penalty: 5620.477539
	Iteration 22Q: 3 clusters Score -1.314994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 83034 members 
Entering Unmasked Estep 
Score: -13149949.000000 Penalty: 5620.477539
	Iteration 23Q: 3 clusters Score -1.314995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -13149962.000000 Penalty: 5620.477539
	Iteration 24Q: 3 clusters Score -1.314996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -13149967.000000 Penalty: 5620.477539
	Iteration 25Q: 3 clusters Score -1.314997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 83043 members 
Entering Unmasked Estep 
Score: -13149969.000000 Penalty: 5620.477539
	Iteration 26Q: 3 clusters Score -1.314997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 83043 members 
Entering Unmasked Estep 
Score: -13149969.000000 Penalty: 5620.477539
	Iteration 27F: 3 clusters Score -1.314997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -748494.937500 Penalty: 2108.616455
	Iteration 0F: 2 clusters Score -748494.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -744034.500000 Penalty: 4217.232910
	Iteration 0F: 3 clusters Score -744034.5 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -745228.187500 Penalty: 4217.232910
	Iteration 1F: 3 clusters Score -745228.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -745577.562500 Penalty: 4217.232910
	Iteration 2F: 3 clusters Score -745577.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -745819.750000 Penalty: 4217.232910
	Iteration 3F: 3 clusters Score -745819.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -745990.937500 Penalty: 4217.232910
	Iteration 4Q: 3 clusters Score -745990.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -746104.125000 Penalty: 4217.232910
	Iteration 5Q: 3 clusters Score -746104.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -746187.812500 Penalty: 4217.232910
	Iteration 6Q: 3 clusters Score -746187.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -746258.375000 Penalty: 4217.232910
	Iteration 7Q: 3 clusters Score -746258.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -746325.500000 Penalty: 4217.232910
	Iteration 8Q: 3 clusters Score -746325.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -746384.687500 Penalty: 4217.232910
	Iteration 9Q: 3 clusters Score -746384.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -746429.062500 Penalty: 4217.232910
	Iteration 10Q: 3 clusters Score -746429.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -746465.125000 Penalty: 4217.232910
	Iteration 11Q: 3 clusters Score -746465.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -746490.937500 Penalty: 4217.232910
	Iteration 12Q: 3 clusters Score -746490.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -746520.812500 Penalty: 4217.232910
	Iteration 13Q: 3 clusters Score -746520.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -746550.875000 Penalty: 4217.232910
	Iteration 14Q: 3 clusters Score -746550.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -746573.875000 Penalty: 4217.232910
	Iteration 15Q: 3 clusters Score -746573.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -746595.750000 Penalty: 4217.232910
	Iteration 16Q: 3 clusters Score -746595.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -746618.375000 Penalty: 4217.232910
	Iteration 17Q: 3 clusters Score -746618.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -746631.500000 Penalty: 4217.232910
	Iteration 18Q: 3 clusters Score -746631.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -746639.250000 Penalty: 4217.232910
	Iteration 19Q: 3 clusters Score -746639.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -746649.625000 Penalty: 4217.232910
	Iteration 20F: 3 clusters Score -746649.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -746660.250000 Penalty: 4217.232910
	Iteration 21Q: 3 clusters Score -746660.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -746666.250000 Penalty: 4217.232910
	Iteration 22Q: 3 clusters Score -746666.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -746671.000000 Penalty: 4217.232910
	Iteration 23Q: 3 clusters Score -746671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -746675.875000 Penalty: 4217.232910
	Iteration 24Q: 3 clusters Score -746675.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -746683.375000 Penalty: 4217.232910
	Iteration 25Q: 3 clusters Score -746683.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -746687.562500 Penalty: 4217.232910
	Iteration 26Q: 3 clusters Score -746687.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -746689.500000 Penalty: 4217.232910
	Iteration 27Q: 3 clusters Score -746689.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -746692.937500 Penalty: 4217.232910
	Iteration 28Q: 3 clusters Score -746692.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -746696.187500 Penalty: 4217.232910
	Iteration 29Q: 3 clusters Score -746696.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -746704.000000 Penalty: 4217.232910
	Iteration 30Q: 3 clusters Score -746704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -746706.750000 Penalty: 4217.232910
	Iteration 31Q: 3 clusters Score -746706.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -746711.437500 Penalty: 4217.232910
	Iteration 32Q: 3 clusters Score -746711.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -746715.687500 Penalty: 4217.232910
	Iteration 33Q: 3 clusters Score -746715.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -746719.875000 Penalty: 4217.232910
	Iteration 34Q: 3 clusters Score -746719.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -746722.937500 Penalty: 4217.232910
	Iteration 35Q: 3 clusters Score -746722.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -746726.437500 Penalty: 4217.232910
	Iteration 36Q: 3 clusters Score -746726.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -746728.812500 Penalty: 4217.232910
	Iteration 37Q: 3 clusters Score -746728.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -746731.812500 Penalty: 4217.232910
	Iteration 38Q: 3 clusters Score -746731.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -746737.062500 Penalty: 4217.232910
	Iteration 39Q: 3 clusters Score -746737.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -746739.687500 Penalty: 4217.232910
	Iteration 40F: 3 clusters Score -746739.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -746747.437500 Penalty: 4217.232910
	Iteration 41Q: 3 clusters Score -746747.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -746749.875000 Penalty: 4217.232910
	Iteration 42Q: 3 clusters Score -746749.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -746752.250000 Penalty: 4217.232910
	Iteration 43Q: 3 clusters Score -746752.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -746754.562500 Penalty: 4217.232910
	Iteration 44Q: 3 clusters Score -746754.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -746758.812500 Penalty: 4217.232910
	Iteration 45Q: 3 clusters Score -746758.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -746761.625000 Penalty: 4217.232910
	Iteration 46Q: 3 clusters Score -746761.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -746765.500000 Penalty: 4217.232910
	Iteration 47Q: 3 clusters Score -746765.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -746770.062500 Penalty: 4217.232910
	Iteration 48Q: 3 clusters Score -746770.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -746772.250000 Penalty: 4217.232910
	Iteration 49Q: 3 clusters Score -746772.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -746776.250000 Penalty: 4217.232910
	Iteration 50Q: 3 clusters Score -746776.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -746780.062500 Penalty: 4217.232910
	Iteration 51Q: 3 clusters Score -746780.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -746781.750000 Penalty: 4217.232910
	Iteration 52Q: 3 clusters Score -746781.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -746785.812500 Penalty: 4217.232910
	Iteration 53Q: 3 clusters Score -746785.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -746792.125000 Penalty: 4217.232910
	Iteration 54Q: 3 clusters Score -746792.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -746799.875000 Penalty: 4217.232910
	Iteration 55Q: 3 clusters Score -746799.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -746808.437500 Penalty: 4217.232910
	Iteration 56Q: 3 clusters Score -746808.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -746819.875000 Penalty: 4217.232910
	Iteration 57Q: 3 clusters Score -746819.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -746830.437500 Penalty: 4217.232910
	Iteration 58Q: 3 clusters Score -746830.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -746839.375000 Penalty: 4217.232910
	Iteration 59Q: 3 clusters Score -746839.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -746848.875000 Penalty: 4217.232910
	Iteration 60F: 3 clusters Score -746848.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -746854.937500 Penalty: 4217.232910
	Iteration 61Q: 3 clusters Score -746854.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -746865.062500 Penalty: 4217.232910
	Iteration 62Q: 3 clusters Score -746865.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -746878.500000 Penalty: 4217.232910
	Iteration 63Q: 3 clusters Score -746878.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -746888.937500 Penalty: 4217.232910
	Iteration 64Q: 3 clusters Score -746888.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -746899.125000 Penalty: 4217.232910
	Iteration 65Q: 3 clusters Score -746899.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -746905.187500 Penalty: 4217.232910
	Iteration 66Q: 3 clusters Score -746905.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -746908.375000 Penalty: 4217.232910
	Iteration 67Q: 3 clusters Score -746908.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -746916.000000 Penalty: 4217.232910
	Iteration 68Q: 3 clusters Score -746916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -746920.000000 Penalty: 4217.232910
	Iteration 69Q: 3 clusters Score -746920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -746924.875000 Penalty: 4217.232910
	Iteration 70Q: 3 clusters Score -746924.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -746927.875000 Penalty: 4217.232910
	Iteration 71Q: 3 clusters Score -746927.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -746931.812500 Penalty: 4217.232910
	Iteration 72Q: 3 clusters Score -746931.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -746935.625000 Penalty: 4217.232910
	Iteration 73Q: 3 clusters Score -746935.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -746940.312500 Penalty: 4217.232910
	Iteration 74Q: 3 clusters Score -746940.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -746942.562500 Penalty: 4217.232910
	Iteration 75Q: 3 clusters Score -746942.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -746948.437500 Penalty: 4217.232910
	Iteration 76Q: 3 clusters Score -746948.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -746952.750000 Penalty: 4217.232910
	Iteration 77Q: 3 clusters Score -746952.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -746960.562500 Penalty: 4217.232910
	Iteration 78Q: 3 clusters Score -746960.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -746968.375000 Penalty: 4217.232910
	Iteration 79Q: 3 clusters Score -746968.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -746974.500000 Penalty: 4217.232910
	Iteration 80F: 3 clusters Score -746974.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -746980.375000 Penalty: 4217.232910
	Iteration 81Q: 3 clusters Score -746980.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -746986.750000 Penalty: 4217.232910
	Iteration 82Q: 3 clusters Score -746986.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -746990.625000 Penalty: 4217.232910
	Iteration 83Q: 3 clusters Score -746990.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -746995.437500 Penalty: 4217.232910
	Iteration 84Q: 3 clusters Score -746995.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -747000.687500 Penalty: 4217.232910
	Iteration 85Q: 3 clusters Score -747000.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -747011.500000 Penalty: 4217.232910
	Iteration 86Q: 3 clusters Score -747011.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -747017.375000 Penalty: 4217.232910
	Iteration 87Q: 3 clusters Score -747017.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -747021.562500 Penalty: 4217.232910
	Iteration 88Q: 3 clusters Score -747021.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -747023.562500 Penalty: 4217.232910
	Iteration 89Q: 3 clusters Score -747023.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -747024.062500 Penalty: 4217.232910
	Iteration 90Q: 3 clusters Score -747024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -747024.062500 Penalty: 4217.232910
	Iteration 91F: 3 clusters Score -747024.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Entering Unmasked Estep 
Score: -1140819.000000 Penalty: 2201.832764
	Iteration 0F: 2 clusters Score -1140819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1134927.125000 Penalty: 4403.665527
	Iteration 0F: 3 clusters Score -1134927 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1136457.500000 Penalty: 4403.665527
	Iteration 1F: 3 clusters Score -1136458 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1136736.500000 Penalty: 4403.665527
	Iteration 2F: 3 clusters Score -1136736 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1136902.375000 Penalty: 4403.665527
	Iteration 3F: 3 clusters Score -1136902 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1137025.375000 Penalty: 4403.665527
	Iteration 4Q: 3 clusters Score -1137025 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1137133.125000 Penalty: 4403.665527
	Iteration 5Q: 3 clusters Score -1137133 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1137247.875000 Penalty: 4403.665527
	Iteration 6Q: 3 clusters Score -1137248 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1137341.750000 Penalty: 4403.665527
	Iteration 7Q: 3 clusters Score -1137342 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1137443.375000 Penalty: 4403.665527
	Iteration 8Q: 3 clusters Score -1137443 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1137542.500000 Penalty: 4403.665527
	Iteration 9Q: 3 clusters Score -1137542 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1137651.375000 Penalty: 4403.665527
	Iteration 10Q: 3 clusters Score -1137651 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1137743.125000 Penalty: 4403.665527
	Iteration 11Q: 3 clusters Score -1137743 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1137813.500000 Penalty: 4403.665527
	Iteration 12Q: 3 clusters Score -1137814 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1137890.000000 Penalty: 4403.665527
	Iteration 13Q: 3 clusters Score -1137890 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1137963.875000 Penalty: 4403.665527
	Iteration 14Q: 3 clusters Score -1137964 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1138034.875000 Penalty: 4403.665527
	Iteration 15Q: 3 clusters Score -1138035 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1138128.750000 Penalty: 4403.665527
	Iteration 16Q: 3 clusters Score -1138129 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1138244.625000 Penalty: 4403.665527
	Iteration 17Q: 3 clusters Score -1138245 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1138379.000000 Penalty: 4403.665527
	Iteration 18Q: 3 clusters Score -1138379 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1138595.875000 Penalty: 4403.665527
	Iteration 19Q: 3 clusters Score -1138596 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1138913.125000 Penalty: 4403.665527
	Iteration 20F: 3 clusters Score -1138913 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1139266.625000 Penalty: 4403.665527
	Iteration 21Q: 3 clusters Score -1139267 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1139464.125000 Penalty: 4403.665527
	Iteration 22Q: 3 clusters Score -1139464 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1139548.875000 Penalty: 4403.665527
	Iteration 23Q: 3 clusters Score -1139549 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1139595.500000 Penalty: 4403.665527
	Iteration 24Q: 3 clusters Score -1139596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1139626.125000 Penalty: 4403.665527
	Iteration 25Q: 3 clusters Score -1139626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1139644.375000 Penalty: 4403.665527
	Iteration 26Q: 3 clusters Score -1139644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1139656.500000 Penalty: 4403.665527
	Iteration 27Q: 3 clusters Score -1139656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1139669.375000 Penalty: 4403.665527
	Iteration 28Q: 3 clusters Score -1139669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1139675.375000 Penalty: 4403.665527
	Iteration 29Q: 3 clusters Score -1139675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1139683.625000 Penalty: 4403.665527
	Iteration 30Q: 3 clusters Score -1139684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1139686.375000 Penalty: 4403.665527
	Iteration 31Q: 3 clusters Score -1139686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1139691.000000 Penalty: 4403.665527
	Iteration 32Q: 3 clusters Score -1139691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1139695.250000 Penalty: 4403.665527
	Iteration 33Q: 3 clusters Score -1139695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1139695.500000 Penalty: 4403.665527
	Iteration 34Q: 3 clusters Score -1139696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1139697.375000 Penalty: 4403.665527
	Iteration 35Q: 3 clusters Score -1139697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1139698.125000 Penalty: 4403.665527
	Iteration 36Q: 3 clusters Score -1139698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1139697.625000 Penalty: 4403.665527
	Iteration 37Q: 3 clusters Score -1139698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1139701.125000 Penalty: 4403.665527
	Iteration 38Q: 3 clusters Score -1139701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1139703.625000 Penalty: 4403.665527
	Iteration 39Q: 3 clusters Score -1139704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1139703.500000 Penalty: 4403.665527
	Iteration 40F: 3 clusters Score -1139704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1139705.375000 Penalty: 4403.665527
	Iteration 41Q: 3 clusters Score -1139705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1139706.375000 Penalty: 4403.665527
	Iteration 42Q: 3 clusters Score -1139706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1139706.375000 Penalty: 4403.665527
	Iteration 43F: 3 clusters Score -1139706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Entering Unmasked Estep 
Score: -4826274.000000 Penalty: 2576.089111
	Iteration 0F: 2 clusters Score -4826274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -4804180.500000 Penalty: 5152.178223
	Iteration 0F: 3 clusters Score -4804180 nChanged 14681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -4812213.000000 Penalty: 5152.178223
	Iteration 1F: 3 clusters Score -4812213 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -4812838.000000 Penalty: 5152.178223
	Iteration 2F: 3 clusters Score -4812838 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4813435.500000 Penalty: 5152.178223
	Iteration 3Q: 3 clusters Score -4813436 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -4814019.500000 Penalty: 5152.178223
	Iteration 4Q: 3 clusters Score -4814020 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -4814593.500000 Penalty: 5152.178223
	Iteration 5Q: 3 clusters Score -4814594 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -4815192.000000 Penalty: 5152.178223
	Iteration 6Q: 3 clusters Score -4815192 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -4815988.000000 Penalty: 5152.178223
	Iteration 7Q: 3 clusters Score -4815988 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -4816992.500000 Penalty: 5152.178223
	Iteration 8Q: 3 clusters Score -4816992 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -4818174.000000 Penalty: 5152.178223
	Iteration 9F: 3 clusters Score -4818174 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4819154.000000 Penalty: 5152.178223
	Iteration 10Q: 3 clusters Score -4819154 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -4819750.000000 Penalty: 5152.178223
	Iteration 11Q: 3 clusters Score -4819750 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -4820052.000000 Penalty: 5152.178223
	Iteration 12Q: 3 clusters Score -4820052 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4820165.500000 Penalty: 5152.178223
	Iteration 13Q: 3 clusters Score -4820166 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4820245.000000 Penalty: 5152.178223
	Iteration 14Q: 3 clusters Score -4820245 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -4820306.500000 Penalty: 5152.178223
	Iteration 15Q: 3 clusters Score -4820306 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -4820365.000000 Penalty: 5152.178223
	Iteration 16Q: 3 clusters Score -4820365 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4820392.000000 Penalty: 5152.178223
	Iteration 17Q: 3 clusters Score -4820392 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -4820443.000000 Penalty: 5152.178223
	Iteration 18Q: 3 clusters Score -4820443 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -4820464.500000 Penalty: 5152.178223
	Iteration 19Q: 3 clusters Score -4820464 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -4820495.500000 Penalty: 5152.178223
	Iteration 20F: 3 clusters Score -4820496 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4820557.000000 Penalty: 5152.178223
	Iteration 21Q: 3 clusters Score -4820557 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -4820606.500000 Penalty: 5152.178223
	Iteration 22Q: 3 clusters Score -4820606 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -4820631.500000 Penalty: 5152.178223
	Iteration 23Q: 3 clusters Score -4820632 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -4820678.500000 Penalty: 5152.178223
	Iteration 24Q: 3 clusters Score -4820678 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -4820740.500000 Penalty: 5152.178223
	Iteration 25Q: 3 clusters Score -4820740 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -4820801.000000 Penalty: 5152.178223
	Iteration 26Q: 3 clusters Score -4820801 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -4820866.000000 Penalty: 5152.178223
	Iteration 27Q: 3 clusters Score -4820866 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -4820935.000000 Penalty: 5152.178223
	Iteration 28Q: 3 clusters Score -4820935 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -4820993.000000 Penalty: 5152.178223
	Iteration 29Q: 3 clusters Score -4820993 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -4821114.000000 Penalty: 5152.178223
	Iteration 30Q: 3 clusters Score -4821114 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -4821209.500000 Penalty: 5152.178223
	Iteration 31Q: 3 clusters Score -4821210 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -4821281.500000 Penalty: 5152.178223
	Iteration 32Q: 3 clusters Score -4821282 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -4821356.000000 Penalty: 5152.178223
	Iteration 33Q: 3 clusters Score -4821356 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -4821423.000000 Penalty: 5152.178223
	Iteration 34Q: 3 clusters Score -4821423 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -4821514.000000 Penalty: 5152.178223
	Iteration 35Q: 3 clusters Score -4821514 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -4821603.000000 Penalty: 5152.178223
	Iteration 36Q: 3 clusters Score -4821603 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -4821694.000000 Penalty: 5152.178223
	Iteration 37Q: 3 clusters Score -4821694 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -4821760.500000 Penalty: 5152.178223
	Iteration 38Q: 3 clusters Score -4821760 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -4821816.000000 Penalty: 5152.178223
	Iteration 39Q: 3 clusters Score -4821816 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -4821882.500000 Penalty: 5152.178223
	Iteration 40F: 3 clusters Score -4821882 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -4821950.500000 Penalty: 5152.178223
	Iteration 41Q: 3 clusters Score -4821950 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -4822015.000000 Penalty: 5152.178223
	Iteration 42Q: 3 clusters Score -4822015 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -4822083.000000 Penalty: 5152.178223
	Iteration 43Q: 3 clusters Score -4822083 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -4822173.500000 Penalty: 5152.178223
	Iteration 44Q: 3 clusters Score -4822174 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -4822269.000000 Penalty: 5152.178223
	Iteration 45Q: 3 clusters Score -4822269 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -4822375.500000 Penalty: 5152.178223
	Iteration 46Q: 3 clusters Score -4822376 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -4822467.000000 Penalty: 5152.178223
	Iteration 47Q: 3 clusters Score -4822467 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -4822574.500000 Penalty: 5152.178223
	Iteration 48Q: 3 clusters Score -4822574 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -4822694.500000 Penalty: 5152.178223
	Iteration 49Q: 3 clusters Score -4822694 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -4822796.500000 Penalty: 5152.178223
	Iteration 50Q: 3 clusters Score -4822796 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -4822897.000000 Penalty: 5152.178223
	Iteration 51Q: 3 clusters Score -4822897 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -4823038.000000 Penalty: 5152.178223
	Iteration 52Q: 3 clusters Score -4823038 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -4823146.500000 Penalty: 5152.178223
	Iteration 53Q: 3 clusters Score -4823146 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -4823281.000000 Penalty: 5152.178223
	Iteration 54Q: 3 clusters Score -4823281 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -4823370.000000 Penalty: 5152.178223
	Iteration 55Q: 3 clusters Score -4823370 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -4823483.000000 Penalty: 5152.178223
	Iteration 56Q: 3 clusters Score -4823483 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -4823611.000000 Penalty: 5152.178223
	Iteration 57Q: 3 clusters Score -4823611 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -4823704.000000 Penalty: 5152.178223
	Iteration 58Q: 3 clusters Score -4823704 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -4823805.000000 Penalty: 5152.178223
	Iteration 59Q: 3 clusters Score -4823805 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -4823934.500000 Penalty: 5152.178223
	Iteration 60F: 3 clusters Score -4823934 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -4824035.000000 Penalty: 5152.178223
	Iteration 61Q: 3 clusters Score -4824035 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -4824101.500000 Penalty: 5152.178223
	Iteration 62Q: 3 clusters Score -4824102 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -4824194.000000 Penalty: 5152.178223
	Iteration 63Q: 3 clusters Score -4824194 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -4824252.500000 Penalty: 5152.178223
	Iteration 64Q: 3 clusters Score -4824252 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -4824310.000000 Penalty: 5152.178223
	Iteration 65Q: 3 clusters Score -4824310 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -4824354.000000 Penalty: 5152.178223
	Iteration 66Q: 3 clusters Score -4824354 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -4824394.500000 Penalty: 5152.178223
	Iteration 67Q: 3 clusters Score -4824394 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -4824418.500000 Penalty: 5152.178223
	Iteration 68Q: 3 clusters Score -4824418 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -4824452.000000 Penalty: 5152.178223
	Iteration 69Q: 3 clusters Score -4824452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -4824466.000000 Penalty: 5152.178223
	Iteration 70Q: 3 clusters Score -4824466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -4824488.000000 Penalty: 5152.178223
	Iteration 71Q: 3 clusters Score -4824488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -4824496.000000 Penalty: 5152.178223
	Iteration 72Q: 3 clusters Score -4824496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -4824501.000000 Penalty: 5152.178223
	Iteration 73Q: 3 clusters Score -4824501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -4824505.500000 Penalty: 5152.178223
	Iteration 74Q: 3 clusters Score -4824506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -4824506.500000 Penalty: 5152.178223
	Iteration 75Q: 3 clusters Score -4824506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -4824513.000000 Penalty: 5152.178223
	Iteration 76Q: 3 clusters Score -4824513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -4824512.000000 Penalty: 5152.178223
	Iteration 77Q: 3 clusters Score -4824512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -4824515.500000 Penalty: 5152.178223
	Iteration 78Q: 3 clusters Score -4824516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -4824519.000000 Penalty: 5152.178223
	Iteration 79Q: 3 clusters Score -4824519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -4824520.000000 Penalty: 5152.178223
	Iteration 80F: 3 clusters Score -4824520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -4824521.500000 Penalty: 5152.178223
	Iteration 81Q: 3 clusters Score -4824522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -4824519.500000 Penalty: 5152.178223
	Iteration 82Q: 3 clusters Score -4824520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -4824528.500000 Penalty: 5152.178223
	Iteration 83Q: 3 clusters Score -4824528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -4824523.500000 Penalty: 5152.178223
	Iteration 84Q: 3 clusters Score -4824524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -4824524.000000 Penalty: 5152.178223
	Iteration 85Q: 3 clusters Score -4824524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -4824524.000000 Penalty: 5152.178223
	Iteration 86F: 3 clusters Score -4824524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -595517.875000 Penalty: 2078.068848
	Iteration 0F: 2 clusters Score -595517.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -591408.750000 Penalty: 4156.137695
	Iteration 0F: 3 clusters Score -591408.8 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -592767.187500 Penalty: 4156.137695
	Iteration 1F: 3 clusters Score -592767.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -593335.937500 Penalty: 4156.137695
	Iteration 2F: 3 clusters Score -593335.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -593793.250000 Penalty: 4156.137695
	Iteration 3F: 3 clusters Score -593793.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -594091.000000 Penalty: 4156.137695
	Iteration 4F: 3 clusters Score -594091 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -594300.625000 Penalty: 4156.137695
	Iteration 5F: 3 clusters Score -594300.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -594453.375000 Penalty: 4156.137695
	Iteration 6Q: 3 clusters Score -594453.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -594572.062500 Penalty: 4156.137695
	Iteration 7Q: 3 clusters Score -594572.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -594654.062500 Penalty: 4156.137695
	Iteration 8Q: 3 clusters Score -594654.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -594712.375000 Penalty: 4156.137695
	Iteration 9Q: 3 clusters Score -594712.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -594763.437500 Penalty: 4156.137695
	Iteration 10Q: 3 clusters Score -594763.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -594790.750000 Penalty: 4156.137695
	Iteration 11Q: 3 clusters Score -594790.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -594804.500000 Penalty: 4156.137695
	Iteration 12Q: 3 clusters Score -594804.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -594812.937500 Penalty: 4156.137695
	Iteration 13Q: 3 clusters Score -594812.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -594820.625000 Penalty: 4156.137695
	Iteration 14Q: 3 clusters Score -594820.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -594827.062500 Penalty: 4156.137695
	Iteration 15Q: 3 clusters Score -594827.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -594833.625000 Penalty: 4156.137695
	Iteration 16Q: 3 clusters Score -594833.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -594836.625000 Penalty: 4156.137695
	Iteration 17Q: 3 clusters Score -594836.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -594840.187500 Penalty: 4156.137695
	Iteration 18Q: 3 clusters Score -594840.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -594842.750000 Penalty: 4156.137695
	Iteration 19Q: 3 clusters Score -594842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -594841.937500 Penalty: 4156.137695
	Iteration 20F: 3 clusters Score -594841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -594843.125000 Penalty: 4156.137695
	Iteration 21Q: 3 clusters Score -594843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -594843.125000 Penalty: 4156.137695
	Iteration 22F: 3 clusters Score -594843.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Entering Unmasked Estep 
Score: -1156422.625000 Penalty: 2207.437500
	Iteration 0F: 2 clusters Score -1156423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1150447.125000 Penalty: 4414.875000
	Iteration 0F: 3 clusters Score -1150447 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1151988.375000 Penalty: 4414.875000
	Iteration 1F: 3 clusters Score -1151988 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1152248.750000 Penalty: 4414.875000
	Iteration 2F: 3 clusters Score -1152249 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1152412.000000 Penalty: 4414.875000
	Iteration 3Q: 3 clusters Score -1152412 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1152522.750000 Penalty: 4414.875000
	Iteration 4Q: 3 clusters Score -1152523 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1152616.500000 Penalty: 4414.875000
	Iteration 5Q: 3 clusters Score -1152616 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1152692.250000 Penalty: 4414.875000
	Iteration 6Q: 3 clusters Score -1152692 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1152758.875000 Penalty: 4414.875000
	Iteration 7Q: 3 clusters Score -1152759 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1152818.875000 Penalty: 4414.875000
	Iteration 8Q: 3 clusters Score -1152819 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1152884.875000 Penalty: 4414.875000
	Iteration 9Q: 3 clusters Score -1152885 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1152954.500000 Penalty: 4414.875000
	Iteration 10Q: 3 clusters Score -1152954 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1153020.750000 Penalty: 4414.875000
	Iteration 11Q: 3 clusters Score -1153021 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1153075.000000 Penalty: 4414.875000
	Iteration 12Q: 3 clusters Score -1153075 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1153133.875000 Penalty: 4414.875000
	Iteration 13Q: 3 clusters Score -1153134 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1153203.375000 Penalty: 4414.875000
	Iteration 14Q: 3 clusters Score -1153203 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1153257.750000 Penalty: 4414.875000
	Iteration 15Q: 3 clusters Score -1153258 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1153318.625000 Penalty: 4414.875000
	Iteration 16Q: 3 clusters Score -1153319 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1153382.375000 Penalty: 4414.875000
	Iteration 17Q: 3 clusters Score -1153382 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1153435.625000 Penalty: 4414.875000
	Iteration 18Q: 3 clusters Score -1153436 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1153501.625000 Penalty: 4414.875000
	Iteration 19Q: 3 clusters Score -1153502 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1153572.375000 Penalty: 4414.875000
	Iteration 20F: 3 clusters Score -1153572 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1153634.750000 Penalty: 4414.875000
	Iteration 21Q: 3 clusters Score -1153635 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1153679.750000 Penalty: 4414.875000
	Iteration 22Q: 3 clusters Score -1153680 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1153729.125000 Penalty: 4414.875000
	Iteration 23Q: 3 clusters Score -1153729 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1153778.375000 Penalty: 4414.875000
	Iteration 24Q: 3 clusters Score -1153778 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1153839.500000 Penalty: 4414.875000
	Iteration 25Q: 3 clusters Score -1153840 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1153896.500000 Penalty: 4414.875000
	Iteration 26Q: 3 clusters Score -1153896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1153937.875000 Penalty: 4414.875000
	Iteration 27Q: 3 clusters Score -1153938 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1153972.500000 Penalty: 4414.875000
	Iteration 28Q: 3 clusters Score -1153972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1154005.250000 Penalty: 4414.875000
	Iteration 29Q: 3 clusters Score -1154005 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1154034.625000 Penalty: 4414.875000
	Iteration 30Q: 3 clusters Score -1154035 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1154059.000000 Penalty: 4414.875000
	Iteration 31Q: 3 clusters Score -1154059 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1154081.625000 Penalty: 4414.875000
	Iteration 32Q: 3 clusters Score -1154082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1154107.250000 Penalty: 4414.875000
	Iteration 33Q: 3 clusters Score -1154107 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1154130.500000 Penalty: 4414.875000
	Iteration 34Q: 3 clusters Score -1154130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1154148.375000 Penalty: 4414.875000
	Iteration 35Q: 3 clusters Score -1154148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1154163.625000 Penalty: 4414.875000
	Iteration 36Q: 3 clusters Score -1154164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1154172.500000 Penalty: 4414.875000
	Iteration 37Q: 3 clusters Score -1154172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1154183.750000 Penalty: 4414.875000
	Iteration 38Q: 3 clusters Score -1154184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1154195.500000 Penalty: 4414.875000
	Iteration 39Q: 3 clusters Score -1154196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1154205.500000 Penalty: 4414.875000
	Iteration 40F: 3 clusters Score -1154206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1154211.875000 Penalty: 4414.875000
	Iteration 41Q: 3 clusters Score -1154212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1154214.375000 Penalty: 4414.875000
	Iteration 42Q: 3 clusters Score -1154214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1154219.250000 Penalty: 4414.875000
	Iteration 43Q: 3 clusters Score -1154219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1154224.875000 Penalty: 4414.875000
	Iteration 44Q: 3 clusters Score -1154225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1154228.625000 Penalty: 4414.875000
	Iteration 45Q: 3 clusters Score -1154229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1154234.500000 Penalty: 4414.875000
	Iteration 46Q: 3 clusters Score -1154234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1154237.375000 Penalty: 4414.875000
	Iteration 47Q: 3 clusters Score -1154237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1154242.500000 Penalty: 4414.875000
	Iteration 48Q: 3 clusters Score -1154242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1154251.750000 Penalty: 4414.875000
	Iteration 49Q: 3 clusters Score -1154252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1154259.500000 Penalty: 4414.875000
	Iteration 50Q: 3 clusters Score -1154260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1154264.500000 Penalty: 4414.875000
	Iteration 51Q: 3 clusters Score -1154264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1154269.875000 Penalty: 4414.875000
	Iteration 52Q: 3 clusters Score -1154270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1154272.500000 Penalty: 4414.875000
	Iteration 53Q: 3 clusters Score -1154272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1154273.875000 Penalty: 4414.875000
	Iteration 54Q: 3 clusters Score -1154274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1154274.000000 Penalty: 4414.875000
	Iteration 55Q: 3 clusters Score -1154274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1154274.125000 Penalty: 4414.875000
	Iteration 56Q: 3 clusters Score -1154274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1154275.250000 Penalty: 4414.875000
	Iteration 57Q: 3 clusters Score -1154275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1154275.250000 Penalty: 4414.875000
	Iteration 58F: 3 clusters Score -1154275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (97570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97570 members 
Entering Unmasked Estep 
Score: -15718342.000000 Penalty: 2849.104736
	Iteration 0F: 2 clusters Score -1.571834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -15656856.000000 Penalty: 5698.209473
	Iteration 0F: 3 clusters Score -1.565686e+07 nChanged 46197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -15683169.000000 Penalty: 5698.209473
	Iteration 1F: 3 clusters Score -1.568317e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -15683827.000000 Penalty: 5698.209473
	Iteration 2Q: 3 clusters Score -1.568383e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -15684714.000000 Penalty: 5698.209473
	Iteration 3Q: 3 clusters Score -1.568471e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -15685854.000000 Penalty: 5698.209473
	Iteration 4Q: 3 clusters Score -1.568585e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 61654 members 
Entering Unmasked Estep 
Score: -15687950.000000 Penalty: 5698.209473
	Iteration 5Q: 3 clusters Score -1.568795e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 67668 members 
Entering Unmasked Estep 
Score: -15691600.000000 Penalty: 5698.209473
	Iteration 6F: 3 clusters Score -1.56916e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -15697698.000000 Penalty: 5698.209473
	Iteration 7F: 3 clusters Score -1.56977e+07 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 84357 members 
Entering Unmasked Estep 
Score: -15705326.000000 Penalty: 5698.209473
	Iteration 8F: 3 clusters Score -1.570533e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 91565 members 
Entering Unmasked Estep 
Score: -15711231.000000 Penalty: 5698.209473
	Iteration 9F: 3 clusters Score -1.571123e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 95446 members 
Entering Unmasked Estep 
Score: -15714191.000000 Penalty: 5698.209473
	Iteration 10Q: 3 clusters Score -1.571419e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 96789 members 
Entering Unmasked Estep 
Score: -15715254.000000 Penalty: 5698.209473
	Iteration 11Q: 3 clusters Score -1.571525e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 97132 members 
Entering Unmasked Estep 
Score: -15715491.000000 Penalty: 5698.209473
	Iteration 12Q: 3 clusters Score -1.571549e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 97246 members 
Entering Unmasked Estep 
Score: -15715600.000000 Penalty: 5698.209473
	Iteration 13Q: 3 clusters Score -1.57156e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 97285 members 
Entering Unmasked Estep 
Score: -15715689.000000 Penalty: 5698.209473
	Iteration 14Q: 3 clusters Score -1.571569e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 97305 members 
Entering Unmasked Estep 
Score: -15715738.000000 Penalty: 5698.209473
	Iteration 15Q: 3 clusters Score -1.571574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 97313 members 
Entering Unmasked Estep 
Score: -15715748.000000 Penalty: 5698.209473
	Iteration 16Q: 3 clusters Score -1.571575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 97325 members 
Entering Unmasked Estep 
Score: -15715766.000000 Penalty: 5698.209473
	Iteration 17Q: 3 clusters Score -1.571577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 97331 members 
Entering Unmasked Estep 
Score: -15715779.000000 Penalty: 5698.209473
	Iteration 18Q: 3 clusters Score -1.571578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -15715783.000000 Penalty: 5698.209473
	Iteration 19Q: 3 clusters Score -1.571578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -15715797.000000 Penalty: 5698.209473
	Iteration 20F: 3 clusters Score -1.57158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 97342 members 
Entering Unmasked Estep 
Score: -15715814.000000 Penalty: 5698.209473
	Iteration 21Q: 3 clusters Score -1.571581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -15715817.000000 Penalty: 5698.209473
	Iteration 22Q: 3 clusters Score -1.571582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -15715817.000000 Penalty: 5698.209473
	Iteration 23F: 3 clusters Score -1.571582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Entering Unmasked Estep 
Score: -961081.062500 Penalty: 2166.370361
	Iteration 0F: 2 clusters Score -961081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -955849.375000 Penalty: 4332.740723
	Iteration 0F: 3 clusters Score -955849.4 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -957711.437500 Penalty: 4332.740723
	Iteration 1F: 3 clusters Score -957711.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -958455.312500 Penalty: 4332.740723
	Iteration 2F: 3 clusters Score -958455.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -959073.187500 Penalty: 4332.740723
	Iteration 3F: 3 clusters Score -959073.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -959447.937500 Penalty: 4332.740723
	Iteration 4F: 3 clusters Score -959447.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -959698.312500 Penalty: 4332.740723
	Iteration 5F: 3 clusters Score -959698.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -959874.062500 Penalty: 4332.740723
	Iteration 6Q: 3 clusters Score -959874.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -959986.687500 Penalty: 4332.740723
	Iteration 7Q: 3 clusters Score -959986.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -960061.875000 Penalty: 4332.740723
	Iteration 8Q: 3 clusters Score -960061.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -960108.125000 Penalty: 4332.740723
	Iteration 9Q: 3 clusters Score -960108.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -960131.375000 Penalty: 4332.740723
	Iteration 10Q: 3 clusters Score -960131.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -960150.250000 Penalty: 4332.740723
	Iteration 11Q: 3 clusters Score -960150.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -960166.375000 Penalty: 4332.740723
	Iteration 12Q: 3 clusters Score -960166.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -960177.687500 Penalty: 4332.740723
	Iteration 13Q: 3 clusters Score -960177.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -960188.750000 Penalty: 4332.740723
	Iteration 14Q: 3 clusters Score -960188.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -960195.125000 Penalty: 4332.740723
	Iteration 15Q: 3 clusters Score -960195.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -960200.187500 Penalty: 4332.740723
	Iteration 16Q: 3 clusters Score -960200.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -960204.875000 Penalty: 4332.740723
	Iteration 17Q: 3 clusters Score -960204.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -960210.125000 Penalty: 4332.740723
	Iteration 18Q: 3 clusters Score -960210.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -960215.375000 Penalty: 4332.740723
	Iteration 19Q: 3 clusters Score -960215.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -960218.437500 Penalty: 4332.740723
	Iteration 20F: 3 clusters Score -960218.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -960222.312500 Penalty: 4332.740723
	Iteration 21Q: 3 clusters Score -960222.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -960227.500000 Penalty: 4332.740723
	Iteration 22Q: 3 clusters Score -960227.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -960228.812500 Penalty: 4332.740723
	Iteration 23Q: 3 clusters Score -960228.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -960229.500000 Penalty: 4332.740723
	Iteration 24Q: 3 clusters Score -960229.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -960230.250000 Penalty: 4332.740723
	Iteration 25Q: 3 clusters Score -960230.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -960230.187500 Penalty: 4332.740723
	Iteration 26Q: 3 clusters Score -960230.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -960230.187500 Penalty: 4332.740723
	Iteration 27F: 3 clusters Score -960230.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -37123.027344 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -37123.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35996.558594 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -35996.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36126.406250 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -36126.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36157.585938 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -36157.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36171.480469 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -36171.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -36178.972656 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -36178.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -36178.972656 Penalty: 2776.817383
	Iteration 5F: 3 clusters Score -36178.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Entering Unmasked Estep 
Score: -986502.000000 Penalty: 2168.593506
	Iteration 0F: 2 clusters Score -986502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -981195.125000 Penalty: 4337.187012
	Iteration 0F: 3 clusters Score -981195.1 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -982651.687500 Penalty: 4337.187012
	Iteration 1F: 3 clusters Score -982651.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -982936.000000 Penalty: 4337.187012
	Iteration 2F: 3 clusters Score -982936 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -983184.562500 Penalty: 4337.187012
	Iteration 3F: 3 clusters Score -983184.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -983420.062500 Penalty: 4337.187012
	Iteration 4F: 3 clusters Score -983420.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -983612.750000 Penalty: 4337.187012
	Iteration 5Q: 3 clusters Score -983612.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -983757.500000 Penalty: 4337.187012
	Iteration 6Q: 3 clusters Score -983757.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -983884.750000 Penalty: 4337.187012
	Iteration 7Q: 3 clusters Score -983884.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -983970.812500 Penalty: 4337.187012
	Iteration 8Q: 3 clusters Score -983970.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -984045.062500 Penalty: 4337.187012
	Iteration 9Q: 3 clusters Score -984045.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -984111.750000 Penalty: 4337.187012
	Iteration 10Q: 3 clusters Score -984111.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -984159.750000 Penalty: 4337.187012
	Iteration 11Q: 3 clusters Score -984159.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -984201.187500 Penalty: 4337.187012
	Iteration 12Q: 3 clusters Score -984201.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -984233.437500 Penalty: 4337.187012
	Iteration 13Q: 3 clusters Score -984233.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -984256.687500 Penalty: 4337.187012
	Iteration 14Q: 3 clusters Score -984256.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -984276.000000 Penalty: 4337.187012
	Iteration 15Q: 3 clusters Score -984276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -984290.375000 Penalty: 4337.187012
	Iteration 16Q: 3 clusters Score -984290.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -984305.812500 Penalty: 4337.187012
	Iteration 17Q: 3 clusters Score -984305.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -984312.812500 Penalty: 4337.187012
	Iteration 18Q: 3 clusters Score -984312.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -984321.250000 Penalty: 4337.187012
	Iteration 19Q: 3 clusters Score -984321.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -984326.312500 Penalty: 4337.187012
	Iteration 20F: 3 clusters Score -984326.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -984332.000000 Penalty: 4337.187012
	Iteration 21Q: 3 clusters Score -984332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -984335.187500 Penalty: 4337.187012
	Iteration 22Q: 3 clusters Score -984335.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -984340.875000 Penalty: 4337.187012
	Iteration 23Q: 3 clusters Score -984340.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -984342.000000 Penalty: 4337.187012
	Iteration 24Q: 3 clusters Score -984342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -984344.562500 Penalty: 4337.187012
	Iteration 25Q: 3 clusters Score -984344.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -984344.250000 Penalty: 4337.187012
	Iteration 26Q: 3 clusters Score -984344.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -984345.437500 Penalty: 4337.187012
	Iteration 27Q: 3 clusters Score -984345.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -984348.687500 Penalty: 4337.187012
	Iteration 28Q: 3 clusters Score -984348.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -984350.687500 Penalty: 4337.187012
	Iteration 29Q: 3 clusters Score -984350.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -984351.250000 Penalty: 4337.187012
	Iteration 30Q: 3 clusters Score -984351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -984351.562500 Penalty: 4337.187012
	Iteration 31Q: 3 clusters Score -984351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -984352.062500 Penalty: 4337.187012
	Iteration 32Q: 3 clusters Score -984352.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -984351.750000 Penalty: 4337.187012
	Iteration 33Q: 3 clusters Score -984351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -984351.750000 Penalty: 4337.187012
	Iteration 34F: 3 clusters Score -984351.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -1373179.625000 Penalty: 2251.105469
	Iteration 0F: 2 clusters Score -1373180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1366255.500000 Penalty: 4502.210938
	Iteration 0F: 3 clusters Score -1366256 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1368233.125000 Penalty: 4502.210938
	Iteration 1F: 3 clusters Score -1368233 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1368559.500000 Penalty: 4502.210938
	Iteration 2F: 3 clusters Score -1368560 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1368846.625000 Penalty: 4502.210938
	Iteration 3F: 3 clusters Score -1368847 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1369090.000000 Penalty: 4502.210938
	Iteration 4F: 3 clusters Score -1369090 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1369297.625000 Penalty: 4502.210938
	Iteration 5Q: 3 clusters Score -1369298 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1369492.250000 Penalty: 4502.210938
	Iteration 6Q: 3 clusters Score -1369492 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1369681.875000 Penalty: 4502.210938
	Iteration 7Q: 3 clusters Score -1369682 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1369895.000000 Penalty: 4502.210938
	Iteration 8Q: 3 clusters Score -1369895 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1370124.750000 Penalty: 4502.210938
	Iteration 9Q: 3 clusters Score -1370125 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1370340.250000 Penalty: 4502.210938
	Iteration 10Q: 3 clusters Score -1370340 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1370571.500000 Penalty: 4502.210938
	Iteration 11Q: 3 clusters Score -1370572 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1370795.250000 Penalty: 4502.210938
	Iteration 12Q: 3 clusters Score -1370795 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1370963.125000 Penalty: 4502.210938
	Iteration 13Q: 3 clusters Score -1370963 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1371083.625000 Penalty: 4502.210938
	Iteration 14Q: 3 clusters Score -1371084 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1371175.375000 Penalty: 4502.210938
	Iteration 15Q: 3 clusters Score -1371175 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1371225.500000 Penalty: 4502.210938
	Iteration 16Q: 3 clusters Score -1371226 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1371280.500000 Penalty: 4502.210938
	Iteration 17Q: 3 clusters Score -1371280 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1371310.625000 Penalty: 4502.210938
	Iteration 18Q: 3 clusters Score -1371311 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1371335.375000 Penalty: 4502.210938
	Iteration 19Q: 3 clusters Score -1371335 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1371352.500000 Penalty: 4502.210938
	Iteration 20F: 3 clusters Score -1371352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1371361.375000 Penalty: 4502.210938
	Iteration 21Q: 3 clusters Score -1371361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1371373.625000 Penalty: 4502.210938
	Iteration 22Q: 3 clusters Score -1371374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1371388.375000 Penalty: 4502.210938
	Iteration 23Q: 3 clusters Score -1371388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1371395.750000 Penalty: 4502.210938
	Iteration 24Q: 3 clusters Score -1371396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1371404.125000 Penalty: 4502.210938
	Iteration 25Q: 3 clusters Score -1371404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1371413.375000 Penalty: 4502.210938
	Iteration 26Q: 3 clusters Score -1371413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1371418.125000 Penalty: 4502.210938
	Iteration 27Q: 3 clusters Score -1371418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1371425.125000 Penalty: 4502.210938
	Iteration 28Q: 3 clusters Score -1371425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1371423.250000 Penalty: 4502.210938
	Iteration 29Q: 3 clusters Score -1371423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1371426.875000 Penalty: 4502.210938
	Iteration 30Q: 3 clusters Score -1371427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1371428.000000 Penalty: 4502.210938
	Iteration 31Q: 3 clusters Score -1371428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1371427.375000 Penalty: 4502.210938
	Iteration 32Q: 3 clusters Score -1371427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1371431.125000 Penalty: 4502.210938
	Iteration 33Q: 3 clusters Score -1371431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1371430.375000 Penalty: 4502.210938
	Iteration 34Q: 3 clusters Score -1371430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1371432.750000 Penalty: 4502.210938
	Iteration 35Q: 3 clusters Score -1371433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1371432.000000 Penalty: 4502.210938
	Iteration 36Q: 3 clusters Score -1371432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1371432.625000 Penalty: 4502.210938
	Iteration 37Q: 3 clusters Score -1371433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1371430.000000 Penalty: 4502.210938
	Iteration 38Q: 3 clusters Score -1371430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1371430.500000 Penalty: 4502.210938
	Iteration 39Q: 3 clusters Score -1371430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1371430.875000 Penalty: 4502.210938
	Iteration 40F: 3 clusters Score -1371431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -76298.804688 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -76298.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74820.468750 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -74820.47 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -75088.882812 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -75088.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75157.046875 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -75157.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -75189.679688 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -75189.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -75221.000000 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -75221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -75275.937500 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -75275.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75306.031250 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -75306.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -75324.820312 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -75324.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -75349.085938 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -75349.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -75363.484375 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -75363.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -75384.617188 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -75384.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -75398.984375 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -75398.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -75400.671875 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -75400.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -75403.335938 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -75403.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -75405.070312 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -75405.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -75412.960938 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -75412.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -75419.234375 Penalty: 3104.752441
	Iteration 16Q: 3 clusters Score -75419.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -75423.281250 Penalty: 3104.752441
	Iteration 17Q: 3 clusters Score -75423.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75426.992188 Penalty: 3104.752441
	Iteration 18Q: 3 clusters Score -75426.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75432.929688 Penalty: 3104.752441
	Iteration 19Q: 3 clusters Score -75432.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -75435.320312 Penalty: 3104.752441
	Iteration 20F: 3 clusters Score -75435.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -75443.179688 Penalty: 3104.752441
	Iteration 21Q: 3 clusters Score -75443.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -75449.945312 Penalty: 3104.752441
	Iteration 22Q: 3 clusters Score -75449.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -75456.007812 Penalty: 3104.752441
	Iteration 23Q: 3 clusters Score -75456.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -75458.046875 Penalty: 3104.752441
	Iteration 24Q: 3 clusters Score -75458.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -75458.046875 Penalty: 3104.752441
	Iteration 25F: 3 clusters Score -75458.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Entering Unmasked Estep 
Score: -1586070.250000 Penalty: 2286.115967
	Iteration 0F: 2 clusters Score -1586070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1578390.625000 Penalty: 4572.231934
	Iteration 0F: 3 clusters Score -1578391 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1580873.125000 Penalty: 4572.231934
	Iteration 1F: 3 clusters Score -1580873 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1581387.500000 Penalty: 4572.231934
	Iteration 2F: 3 clusters Score -1581388 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1581852.000000 Penalty: 4572.231934
	Iteration 3F: 3 clusters Score -1581852 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1582344.625000 Penalty: 4572.231934
	Iteration 4F: 3 clusters Score -1582345 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1582819.500000 Penalty: 4572.231934
	Iteration 5F: 3 clusters Score -1582820 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1583235.750000 Penalty: 4572.231934
	Iteration 6F: 3 clusters Score -1583236 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1583578.125000 Penalty: 4572.231934
	Iteration 7F: 3 clusters Score -1583578 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1583787.500000 Penalty: 4572.231934
	Iteration 8Q: 3 clusters Score -1583788 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1583916.250000 Penalty: 4572.231934
	Iteration 9Q: 3 clusters Score -1583916 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1584005.375000 Penalty: 4572.231934
	Iteration 10Q: 3 clusters Score -1584005 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1584053.750000 Penalty: 4572.231934
	Iteration 11Q: 3 clusters Score -1584054 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1584085.000000 Penalty: 4572.231934
	Iteration 12Q: 3 clusters Score -1584085 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1584099.750000 Penalty: 4572.231934
	Iteration 13Q: 3 clusters Score -1584100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1584107.875000 Penalty: 4572.231934
	Iteration 14Q: 3 clusters Score -1584108 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1584121.625000 Penalty: 4572.231934
	Iteration 15Q: 3 clusters Score -1584122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1584123.375000 Penalty: 4572.231934
	Iteration 16Q: 3 clusters Score -1584123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1584132.250000 Penalty: 4572.231934
	Iteration 17Q: 3 clusters Score -1584132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1584130.500000 Penalty: 4572.231934
	Iteration 18Q: 3 clusters Score -1584130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1584139.000000 Penalty: 4572.231934
	Iteration 19Q: 3 clusters Score -1584139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1584142.500000 Penalty: 4572.231934
	Iteration 20F: 3 clusters Score -1584142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1584143.500000 Penalty: 4572.231934
	Iteration 21Q: 3 clusters Score -1584144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1584143.250000 Penalty: 4572.231934
	Iteration 22Q: 3 clusters Score -1584143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1584145.000000 Penalty: 4572.231934
	Iteration 23Q: 3 clusters Score -1584145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1584150.250000 Penalty: 4572.231934
	Iteration 24Q: 3 clusters Score -1584150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1584157.125000 Penalty: 4572.231934
	Iteration 25Q: 3 clusters Score -1584157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1584165.625000 Penalty: 4572.231934
	Iteration 26Q: 3 clusters Score -1584166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1584171.625000 Penalty: 4572.231934
	Iteration 27Q: 3 clusters Score -1584172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1584181.375000 Penalty: 4572.231934
	Iteration 28Q: 3 clusters Score -1584181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1584185.875000 Penalty: 4572.231934
	Iteration 29Q: 3 clusters Score -1584186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1584191.250000 Penalty: 4572.231934
	Iteration 30Q: 3 clusters Score -1584191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1584200.750000 Penalty: 4572.231934
	Iteration 31Q: 3 clusters Score -1584201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1584201.625000 Penalty: 4572.231934
	Iteration 32Q: 3 clusters Score -1584202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1584210.500000 Penalty: 4572.231934
	Iteration 33Q: 3 clusters Score -1584210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1584208.000000 Penalty: 4572.231934
	Iteration 34Q: 3 clusters Score -1584208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1584214.625000 Penalty: 4572.231934
	Iteration 35Q: 3 clusters Score -1584215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1584219.000000 Penalty: 4572.231934
	Iteration 36Q: 3 clusters Score -1584219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1584225.500000 Penalty: 4572.231934
	Iteration 37Q: 3 clusters Score -1584226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1584223.125000 Penalty: 4572.231934
	Iteration 38Q: 3 clusters Score -1584223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1584228.250000 Penalty: 4572.231934
	Iteration 39Q: 3 clusters Score -1584228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1584229.375000 Penalty: 4572.231934
	Iteration 40F: 3 clusters Score -1584229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1584228.875000 Penalty: 4572.231934
	Iteration 41Q: 3 clusters Score -1584229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1584235.125000 Penalty: 4572.231934
	Iteration 42Q: 3 clusters Score -1584235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1584232.250000 Penalty: 4572.231934
	Iteration 43Q: 3 clusters Score -1584232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1584240.750000 Penalty: 4572.231934
	Iteration 44Q: 3 clusters Score -1584241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1584239.000000 Penalty: 4572.231934
	Iteration 45Q: 3 clusters Score -1584239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1584242.750000 Penalty: 4572.231934
	Iteration 46Q: 3 clusters Score -1584243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1584242.125000 Penalty: 4572.231934
	Iteration 47Q: 3 clusters Score -1584242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1584247.375000 Penalty: 4572.231934
	Iteration 48Q: 3 clusters Score -1584247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1584246.750000 Penalty: 4572.231934
	Iteration 49Q: 3 clusters Score -1584247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1584253.625000 Penalty: 4572.231934
	Iteration 50Q: 3 clusters Score -1584254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1584261.125000 Penalty: 4572.231934
	Iteration 51Q: 3 clusters Score -1584261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1584263.125000 Penalty: 4572.231934
	Iteration 52Q: 3 clusters Score -1584263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1584268.125000 Penalty: 4572.231934
	Iteration 53Q: 3 clusters Score -1584268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1584272.875000 Penalty: 4572.231934
	Iteration 54Q: 3 clusters Score -1584273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1584283.875000 Penalty: 4572.231934
	Iteration 55Q: 3 clusters Score -1584284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1584296.125000 Penalty: 4572.231934
	Iteration 56Q: 3 clusters Score -1584296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1584305.250000 Penalty: 4572.231934
	Iteration 57Q: 3 clusters Score -1584305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1584314.125000 Penalty: 4572.231934
	Iteration 58Q: 3 clusters Score -1584314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1584321.750000 Penalty: 4572.231934
	Iteration 59Q: 3 clusters Score -1584322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1584329.875000 Penalty: 4572.231934
	Iteration 60F: 3 clusters Score -1584330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1584340.375000 Penalty: 4572.231934
	Iteration 61Q: 3 clusters Score -1584340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1584346.875000 Penalty: 4572.231934
	Iteration 62Q: 3 clusters Score -1584347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1584356.750000 Penalty: 4572.231934
	Iteration 63Q: 3 clusters Score -1584357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1584358.125000 Penalty: 4572.231934
	Iteration 64Q: 3 clusters Score -1584358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1584361.750000 Penalty: 4572.231934
	Iteration 65Q: 3 clusters Score -1584362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1584365.625000 Penalty: 4572.231934
	Iteration 66Q: 3 clusters Score -1584366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1584368.000000 Penalty: 4572.231934
	Iteration 67Q: 3 clusters Score -1584368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1584378.250000 Penalty: 4572.231934
	Iteration 68Q: 3 clusters Score -1584378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1584381.625000 Penalty: 4572.231934
	Iteration 69Q: 3 clusters Score -1584382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1584383.750000 Penalty: 4572.231934
	Iteration 70Q: 3 clusters Score -1584384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1584390.000000 Penalty: 4572.231934
	Iteration 71Q: 3 clusters Score -1584390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1584396.250000 Penalty: 4572.231934
	Iteration 72Q: 3 clusters Score -1584396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1584396.500000 Penalty: 4572.231934
	Iteration 73Q: 3 clusters Score -1584396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1584402.625000 Penalty: 4572.231934
	Iteration 74Q: 3 clusters Score -1584403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1584407.250000 Penalty: 4572.231934
	Iteration 75Q: 3 clusters Score -1584407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1584407.625000 Penalty: 4572.231934
	Iteration 76Q: 3 clusters Score -1584408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1584413.500000 Penalty: 4572.231934
	Iteration 77Q: 3 clusters Score -1584414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1584418.625000 Penalty: 4572.231934
	Iteration 78Q: 3 clusters Score -1584419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1584423.250000 Penalty: 4572.231934
	Iteration 79Q: 3 clusters Score -1584423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1584426.000000 Penalty: 4572.231934
	Iteration 80F: 3 clusters Score -1584426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1584432.125000 Penalty: 4572.231934
	Iteration 81Q: 3 clusters Score -1584432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1584443.000000 Penalty: 4572.231934
	Iteration 82Q: 3 clusters Score -1584443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1584444.125000 Penalty: 4572.231934
	Iteration 83Q: 3 clusters Score -1584444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1584443.875000 Penalty: 4572.231934
	Iteration 84Q: 3 clusters Score -1584444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1584449.250000 Penalty: 4572.231934
	Iteration 85Q: 3 clusters Score -1584449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1584461.250000 Penalty: 4572.231934
	Iteration 86Q: 3 clusters Score -1584461 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1584465.000000 Penalty: 4572.231934
	Iteration 87Q: 3 clusters Score -1584465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1584468.875000 Penalty: 4572.231934
	Iteration 88Q: 3 clusters Score -1584469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1584474.375000 Penalty: 4572.231934
	Iteration 89Q: 3 clusters Score -1584474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1584473.875000 Penalty: 4572.231934
	Iteration 90Q: 3 clusters Score -1584474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1584473.500000 Penalty: 4572.231934
	Iteration 91Q: 3 clusters Score -1584474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1584473.625000 Penalty: 4572.231934
	Iteration 92Q: 3 clusters Score -1584474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1584475.500000 Penalty: 4572.231934
	Iteration 93Q: 3 clusters Score -1584476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1584478.375000 Penalty: 4572.231934
	Iteration 94Q: 3 clusters Score -1584478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1584484.625000 Penalty: 4572.231934
	Iteration 95Q: 3 clusters Score -1584485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1584486.750000 Penalty: 4572.231934
	Iteration 96Q: 3 clusters Score -1584487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1584494.375000 Penalty: 4572.231934
	Iteration 97Q: 3 clusters Score -1584494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1584498.750000 Penalty: 4572.231934
	Iteration 98Q: 3 clusters Score -1584499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1584514.625000 Penalty: 4572.231934
	Iteration 99Q: 3 clusters Score -1584515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1584525.125000 Penalty: 4572.231934
	Iteration 100F: 3 clusters Score -1584525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1584531.750000 Penalty: 4572.231934
	Iteration 101Q: 3 clusters Score -1584532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1584533.125000 Penalty: 4572.231934
	Iteration 102Q: 3 clusters Score -1584533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1584541.125000 Penalty: 4572.231934
	Iteration 103Q: 3 clusters Score -1584541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1584543.500000 Penalty: 4572.231934
	Iteration 104Q: 3 clusters Score -1584544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1584551.750000 Penalty: 4572.231934
	Iteration 105Q: 3 clusters Score -1584552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1584556.875000 Penalty: 4572.231934
	Iteration 106Q: 3 clusters Score -1584557 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1584565.375000 Penalty: 4572.231934
	Iteration 107Q: 3 clusters Score -1584565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1584577.000000 Penalty: 4572.231934
	Iteration 108Q: 3 clusters Score -1584577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1584586.250000 Penalty: 4572.231934
	Iteration 109Q: 3 clusters Score -1584586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1584588.000000 Penalty: 4572.231934
	Iteration 110Q: 3 clusters Score -1584588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1584603.375000 Penalty: 4572.231934
	Iteration 111Q: 3 clusters Score -1584603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1584613.125000 Penalty: 4572.231934
	Iteration 112Q: 3 clusters Score -1584613 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1584630.375000 Penalty: 4572.231934
	Iteration 113Q: 3 clusters Score -1584630 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1584654.375000 Penalty: 4572.231934
	Iteration 114Q: 3 clusters Score -1584654 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1584683.250000 Penalty: 4572.231934
	Iteration 115Q: 3 clusters Score -1584683 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1584716.500000 Penalty: 4572.231934
	Iteration 116Q: 3 clusters Score -1584716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1584745.125000 Penalty: 4572.231934
	Iteration 117Q: 3 clusters Score -1584745 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1584775.875000 Penalty: 4572.231934
	Iteration 118Q: 3 clusters Score -1584776 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1584816.375000 Penalty: 4572.231934
	Iteration 119Q: 3 clusters Score -1584816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1584838.375000 Penalty: 4572.231934
	Iteration 120F: 3 clusters Score -1584838 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1584854.875000 Penalty: 4572.231934
	Iteration 121Q: 3 clusters Score -1584855 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1584877.875000 Penalty: 4572.231934
	Iteration 122Q: 3 clusters Score -1584878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1584895.625000 Penalty: 4572.231934
	Iteration 123Q: 3 clusters Score -1584896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1584907.125000 Penalty: 4572.231934
	Iteration 124Q: 3 clusters Score -1584907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1584918.875000 Penalty: 4572.231934
	Iteration 125Q: 3 clusters Score -1584919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1584923.250000 Penalty: 4572.231934
	Iteration 126Q: 3 clusters Score -1584923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1584934.500000 Penalty: 4572.231934
	Iteration 127Q: 3 clusters Score -1584934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1584945.125000 Penalty: 4572.231934
	Iteration 128Q: 3 clusters Score -1584945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1584952.250000 Penalty: 4572.231934
	Iteration 129Q: 3 clusters Score -1584952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1584955.000000 Penalty: 4572.231934
	Iteration 130Q: 3 clusters Score -1584955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1584956.500000 Penalty: 4572.231934
	Iteration 131Q: 3 clusters Score -1584956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1584959.875000 Penalty: 4572.231934
	Iteration 132Q: 3 clusters Score -1584960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1584964.875000 Penalty: 4572.231934
	Iteration 133Q: 3 clusters Score -1584965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1584968.125000 Penalty: 4572.231934
	Iteration 134Q: 3 clusters Score -1584968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1584965.125000 Penalty: 4572.231934
	Iteration 135Q: 3 clusters Score -1584965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1584965.125000 Penalty: 4572.231934
	Iteration 136Q: 3 clusters Score -1584965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1584966.875000 Penalty: 4572.231934
	Iteration 137Q: 3 clusters Score -1584967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1584966.875000 Penalty: 4572.231934
	Iteration 138F: 3 clusters Score -1584967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (16743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Entering Unmasked Estep 
Score: -2645061.750000 Penalty: 2411.982422
	Iteration 0F: 2 clusters Score -2645062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2633103.750000 Penalty: 4823.964844
	Iteration 0F: 3 clusters Score -2633104 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2637412.500000 Penalty: 4823.964844
	Iteration 1F: 3 clusters Score -2637412 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2638648.500000 Penalty: 4823.964844
	Iteration 2F: 3 clusters Score -2638648 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2640045.000000 Penalty: 4823.964844
	Iteration 3F: 3 clusters Score -2640045 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2641145.500000 Penalty: 4823.964844
	Iteration 4F: 3 clusters Score -2641146 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2641844.250000 Penalty: 4823.964844
	Iteration 5F: 3 clusters Score -2641844 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2642260.750000 Penalty: 4823.964844
	Iteration 6F: 3 clusters Score -2642261 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2642468.500000 Penalty: 4823.964844
	Iteration 7Q: 3 clusters Score -2642468 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2642573.000000 Penalty: 4823.964844
	Iteration 8Q: 3 clusters Score -2642573 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2642654.750000 Penalty: 4823.964844
	Iteration 9Q: 3 clusters Score -2642655 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2642698.000000 Penalty: 4823.964844
	Iteration 10Q: 3 clusters Score -2642698 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2642740.750000 Penalty: 4823.964844
	Iteration 11Q: 3 clusters Score -2642741 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2642770.750000 Penalty: 4823.964844
	Iteration 12Q: 3 clusters Score -2642771 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2642797.750000 Penalty: 4823.964844
	Iteration 13Q: 3 clusters Score -2642798 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2642832.000000 Penalty: 4823.964844
	Iteration 14Q: 3 clusters Score -2642832 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2642881.750000 Penalty: 4823.964844
	Iteration 15Q: 3 clusters Score -2642882 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2642931.250000 Penalty: 4823.964844
	Iteration 16Q: 3 clusters Score -2642931 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2642975.500000 Penalty: 4823.964844
	Iteration 17Q: 3 clusters Score -2642976 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2643041.500000 Penalty: 4823.964844
	Iteration 18Q: 3 clusters Score -2643042 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2643109.750000 Penalty: 4823.964844
	Iteration 19Q: 3 clusters Score -2643110 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2643211.000000 Penalty: 4823.964844
	Iteration 20F: 3 clusters Score -2643211 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2643335.500000 Penalty: 4823.964844
	Iteration 21Q: 3 clusters Score -2643336 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2643494.750000 Penalty: 4823.964844
	Iteration 22Q: 3 clusters Score -2643495 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2643638.500000 Penalty: 4823.964844
	Iteration 23Q: 3 clusters Score -2643638 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2643776.000000 Penalty: 4823.964844
	Iteration 24Q: 3 clusters Score -2643776 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2643900.750000 Penalty: 4823.964844
	Iteration 25Q: 3 clusters Score -2643901 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2644014.750000 Penalty: 4823.964844
	Iteration 26Q: 3 clusters Score -2644015 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2644087.000000 Penalty: 4823.964844
	Iteration 27Q: 3 clusters Score -2644087 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2644163.750000 Penalty: 4823.964844
	Iteration 28Q: 3 clusters Score -2644164 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2644222.000000 Penalty: 4823.964844
	Iteration 29Q: 3 clusters Score -2644222 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2644286.000000 Penalty: 4823.964844
	Iteration 30Q: 3 clusters Score -2644286 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2644325.500000 Penalty: 4823.964844
	Iteration 31Q: 3 clusters Score -2644326 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2644383.500000 Penalty: 4823.964844
	Iteration 32Q: 3 clusters Score -2644384 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2644423.250000 Penalty: 4823.964844
	Iteration 33Q: 3 clusters Score -2644423 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2644452.000000 Penalty: 4823.964844
	Iteration 34Q: 3 clusters Score -2644452 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2644482.000000 Penalty: 4823.964844
	Iteration 35Q: 3 clusters Score -2644482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2644506.000000 Penalty: 4823.964844
	Iteration 36Q: 3 clusters Score -2644506 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2644533.000000 Penalty: 4823.964844
	Iteration 37Q: 3 clusters Score -2644533 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2644551.500000 Penalty: 4823.964844
	Iteration 38Q: 3 clusters Score -2644552 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2644579.000000 Penalty: 4823.964844
	Iteration 39Q: 3 clusters Score -2644579 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2644590.250000 Penalty: 4823.964844
	Iteration 40F: 3 clusters Score -2644590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2644608.500000 Penalty: 4823.964844
	Iteration 41Q: 3 clusters Score -2644608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2644621.750000 Penalty: 4823.964844
	Iteration 42Q: 3 clusters Score -2644622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2644627.750000 Penalty: 4823.964844
	Iteration 43Q: 3 clusters Score -2644628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2644637.500000 Penalty: 4823.964844
	Iteration 44Q: 3 clusters Score -2644638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2644643.000000 Penalty: 4823.964844
	Iteration 45Q: 3 clusters Score -2644643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2644659.250000 Penalty: 4823.964844
	Iteration 46Q: 3 clusters Score -2644659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2644662.750000 Penalty: 4823.964844
	Iteration 47Q: 3 clusters Score -2644663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2644668.000000 Penalty: 4823.964844
	Iteration 48Q: 3 clusters Score -2644668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2644683.750000 Penalty: 4823.964844
	Iteration 49Q: 3 clusters Score -2644684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2644687.500000 Penalty: 4823.964844
	Iteration 50Q: 3 clusters Score -2644688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2644703.750000 Penalty: 4823.964844
	Iteration 51Q: 3 clusters Score -2644704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2644714.750000 Penalty: 4823.964844
	Iteration 52Q: 3 clusters Score -2644715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2644721.000000 Penalty: 4823.964844
	Iteration 53Q: 3 clusters Score -2644721 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2644738.000000 Penalty: 4823.964844
	Iteration 54Q: 3 clusters Score -2644738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2644755.000000 Penalty: 4823.964844
	Iteration 55Q: 3 clusters Score -2644755 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2644768.750000 Penalty: 4823.964844
	Iteration 56Q: 3 clusters Score -2644769 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2644796.250000 Penalty: 4823.964844
	Iteration 57Q: 3 clusters Score -2644796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2644811.250000 Penalty: 4823.964844
	Iteration 58Q: 3 clusters Score -2644811 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2644831.750000 Penalty: 4823.964844
	Iteration 59Q: 3 clusters Score -2644832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2644843.750000 Penalty: 4823.964844
	Iteration 60F: 3 clusters Score -2644844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2644854.000000 Penalty: 4823.964844
	Iteration 61Q: 3 clusters Score -2644854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2644862.750000 Penalty: 4823.964844
	Iteration 62Q: 3 clusters Score -2644863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2644878.500000 Penalty: 4823.964844
	Iteration 63Q: 3 clusters Score -2644878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2644896.500000 Penalty: 4823.964844
	Iteration 64Q: 3 clusters Score -2644896 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2644914.500000 Penalty: 4823.964844
	Iteration 65Q: 3 clusters Score -2644914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2644934.000000 Penalty: 4823.964844
	Iteration 66Q: 3 clusters Score -2644934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2644952.750000 Penalty: 4823.964844
	Iteration 67Q: 3 clusters Score -2644953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2644961.000000 Penalty: 4823.964844
	Iteration 68Q: 3 clusters Score -2644961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2644973.750000 Penalty: 4823.964844
	Iteration 69Q: 3 clusters Score -2644974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2644982.000000 Penalty: 4823.964844
	Iteration 70Q: 3 clusters Score -2644982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2644988.500000 Penalty: 4823.964844
	Iteration 71Q: 3 clusters Score -2644988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2644992.500000 Penalty: 4823.964844
	Iteration 72Q: 3 clusters Score -2644992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2644989.750000 Penalty: 4823.964844
	Iteration 73Q: 3 clusters Score -2644990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2644993.750000 Penalty: 4823.964844
	Iteration 74Q: 3 clusters Score -2644994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2645004.250000 Penalty: 4823.964844
	Iteration 75Q: 3 clusters Score -2645004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2645002.250000 Penalty: 4823.964844
	Iteration 76Q: 3 clusters Score -2645002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2645012.500000 Penalty: 4823.964844
	Iteration 77Q: 3 clusters Score -2645012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2645011.750000 Penalty: 4823.964844
	Iteration 78Q: 3 clusters Score -2645012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2645015.000000 Penalty: 4823.964844
	Iteration 79Q: 3 clusters Score -2645015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2645017.500000 Penalty: 4823.964844
	Iteration 80F: 3 clusters Score -2645018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2645021.500000 Penalty: 4823.964844
	Iteration 81Q: 3 clusters Score -2645022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -2645022.750000 Penalty: 4823.964844
	Iteration 82Q: 3 clusters Score -2645023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2645024.750000 Penalty: 4823.964844
	Iteration 83Q: 3 clusters Score -2645025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2645030.750000 Penalty: 4823.964844
	Iteration 84Q: 3 clusters Score -2645031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2645030.750000 Penalty: 4823.964844
	Iteration 85Q: 3 clusters Score -2645031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2645032.500000 Penalty: 4823.964844
	Iteration 86Q: 3 clusters Score -2645032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2645034.000000 Penalty: 4823.964844
	Iteration 87Q: 3 clusters Score -2645034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2645030.250000 Penalty: 4823.964844
	Iteration 88Q: 3 clusters Score -2645030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2645032.750000 Penalty: 4823.964844
	Iteration 89Q: 3 clusters Score -2645033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2645031.000000 Penalty: 4823.964844
	Iteration 90Q: 3 clusters Score -2645031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2645030.250000 Penalty: 4823.964844
	Iteration 91Q: 3 clusters Score -2645030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2645035.000000 Penalty: 4823.964844
	Iteration 92Q: 3 clusters Score -2645035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2645039.750000 Penalty: 4823.964844
	Iteration 93Q: 3 clusters Score -2645040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2645036.750000 Penalty: 4823.964844
	Iteration 94Q: 3 clusters Score -2645037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2645038.750000 Penalty: 4823.964844
	Iteration 95Q: 3 clusters Score -2645039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2645038.500000 Penalty: 4823.964844
	Iteration 96Q: 3 clusters Score -2645038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2645040.000000 Penalty: 4823.964844
	Iteration 97Q: 3 clusters Score -2645040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2645036.000000 Penalty: 4823.964844
	Iteration 98Q: 3 clusters Score -2645036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2645039.750000 Penalty: 4823.964844
	Iteration 99Q: 3 clusters Score -2645040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2645046.250000 Penalty: 4823.964844
	Iteration 100F: 3 clusters Score -2645046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2645047.000000 Penalty: 4823.964844
	Iteration 101Q: 3 clusters Score -2645047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2645050.500000 Penalty: 4823.964844
	Iteration 102Q: 3 clusters Score -2645050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2645051.250000 Penalty: 4823.964844
	Iteration 103Q: 3 clusters Score -2645051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2645057.500000 Penalty: 4823.964844
	Iteration 104Q: 3 clusters Score -2645058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2645064.750000 Penalty: 4823.964844
	Iteration 105Q: 3 clusters Score -2645065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2645070.250000 Penalty: 4823.964844
	Iteration 106Q: 3 clusters Score -2645070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2645071.000000 Penalty: 4823.964844
	Iteration 107Q: 3 clusters Score -2645071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2645077.500000 Penalty: 4823.964844
	Iteration 108Q: 3 clusters Score -2645078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2645084.500000 Penalty: 4823.964844
	Iteration 109Q: 3 clusters Score -2645084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2645087.000000 Penalty: 4823.964844
	Iteration 110Q: 3 clusters Score -2645087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2645085.000000 Penalty: 4823.964844
	Iteration 111Q: 3 clusters Score -2645085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2645097.500000 Penalty: 4823.964844
	Iteration 112Q: 3 clusters Score -2645098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2645112.000000 Penalty: 4823.964844
	Iteration 113Q: 3 clusters Score -2645112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2645123.000000 Penalty: 4823.964844
	Iteration 114Q: 3 clusters Score -2645123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2645132.250000 Penalty: 4823.964844
	Iteration 115Q: 3 clusters Score -2645132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2645141.000000 Penalty: 4823.964844
	Iteration 116Q: 3 clusters Score -2645141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2645140.000000 Penalty: 4823.964844
	Iteration 117Q: 3 clusters Score -2645140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2645143.500000 Penalty: 4823.964844
	Iteration 118Q: 3 clusters Score -2645144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2645146.250000 Penalty: 4823.964844
	Iteration 119Q: 3 clusters Score -2645146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2645150.500000 Penalty: 4823.964844
	Iteration 120F: 3 clusters Score -2645150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2645154.500000 Penalty: 4823.964844
	Iteration 121Q: 3 clusters Score -2645154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2645160.750000 Penalty: 4823.964844
	Iteration 122Q: 3 clusters Score -2645161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2645159.500000 Penalty: 4823.964844
	Iteration 123Q: 3 clusters Score -2645160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2645159.500000 Penalty: 4823.964844
	Iteration 124Q: 3 clusters Score -2645160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2645161.000000 Penalty: 4823.964844
	Iteration 125Q: 3 clusters Score -2645161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2645165.000000 Penalty: 4823.964844
	Iteration 126Q: 3 clusters Score -2645165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2645166.750000 Penalty: 4823.964844
	Iteration 127Q: 3 clusters Score -2645167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2645166.500000 Penalty: 4823.964844
	Iteration 128Q: 3 clusters Score -2645166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2645168.000000 Penalty: 4823.964844
	Iteration 129Q: 3 clusters Score -2645168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2645168.000000 Penalty: 4823.964844
	Iteration 130F: 3 clusters Score -2645168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110215 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30381 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83417 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32450 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54497 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10602 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8887 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16724 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3477 members 
Mstep: Class 49 contains 21211 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Mstep: Class 55 contains 15183 members 
Entering Unmasked Estep 
Score: -122577016.000000 Penalty: 185416.921875
Splitting cluster 29 changes total score from -122577800.000000 to -122577016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -466944.843750 Penalty: 1985.992188
	Iteration 0F: 2 clusters Score -466944.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -463693.875000 Penalty: 3971.984375
	Iteration 0F: 3 clusters Score -463693.9 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -464328.968750 Penalty: 3971.984375
	Iteration 1F: 3 clusters Score -464329 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -464485.187500 Penalty: 3971.984375
	Iteration 2F: 3 clusters Score -464485.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -464581.375000 Penalty: 3971.984375
	Iteration 3Q: 3 clusters Score -464581.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -464654.468750 Penalty: 3971.984375
	Iteration 4Q: 3 clusters Score -464654.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -464715.687500 Penalty: 3971.984375
	Iteration 5Q: 3 clusters Score -464715.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -464769.781250 Penalty: 3971.984375
	Iteration 6Q: 3 clusters Score -464769.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -464827.031250 Penalty: 3971.984375
	Iteration 7Q: 3 clusters Score -464827 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -464883.968750 Penalty: 3971.984375
	Iteration 8Q: 3 clusters Score -464884 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -464947.500000 Penalty: 3971.984375
	Iteration 9Q: 3 clusters Score -464947.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -465018.625000 Penalty: 3971.984375
	Iteration 10Q: 3 clusters Score -465018.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -465116.937500 Penalty: 3971.984375
	Iteration 11Q: 3 clusters Score -465116.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -465240.250000 Penalty: 3971.984375
	Iteration 12Q: 3 clusters Score -465240.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -465377.906250 Penalty: 3971.984375
	Iteration 13Q: 3 clusters Score -465377.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -465502.875000 Penalty: 3971.984375
	Iteration 14Q: 3 clusters Score -465502.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -465577.812500 Penalty: 3971.984375
	Iteration 15Q: 3 clusters Score -465577.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -465652.250000 Penalty: 3971.984375
	Iteration 16Q: 3 clusters Score -465652.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -465717.000000 Penalty: 3971.984375
	Iteration 17Q: 3 clusters Score -465717 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -465760.937500 Penalty: 3971.984375
	Iteration 18Q: 3 clusters Score -465760.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -465790.187500 Penalty: 3971.984375
	Iteration 19Q: 3 clusters Score -465790.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -465811.500000 Penalty: 3971.984375
	Iteration 20F: 3 clusters Score -465811.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -465826.906250 Penalty: 3971.984375
	Iteration 21Q: 3 clusters Score -465826.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -465833.125000 Penalty: 3971.984375
	Iteration 22Q: 3 clusters Score -465833.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -465836.968750 Penalty: 3971.984375
	Iteration 23Q: 3 clusters Score -465837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -465837.156250 Penalty: 3971.984375
	Iteration 24Q: 3 clusters Score -465837.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -465839.187500 Penalty: 3971.984375
	Iteration 25Q: 3 clusters Score -465839.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -465841.312500 Penalty: 3971.984375
	Iteration 26Q: 3 clusters Score -465841.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -465844.437500 Penalty: 3971.984375
	Iteration 27Q: 3 clusters Score -465844.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -465845.593750 Penalty: 3971.984375
	Iteration 28Q: 3 clusters Score -465845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -465846.875000 Penalty: 3971.984375
	Iteration 29Q: 3 clusters Score -465846.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -465848.562500 Penalty: 3971.984375
	Iteration 30Q: 3 clusters Score -465848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -465851.687500 Penalty: 3971.984375
	Iteration 31Q: 3 clusters Score -465851.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -465855.156250 Penalty: 3971.984375
	Iteration 32Q: 3 clusters Score -465855.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -465859.125000 Penalty: 3971.984375
	Iteration 33Q: 3 clusters Score -465859.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -465858.812500 Penalty: 3971.984375
	Iteration 34Q: 3 clusters Score -465858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -465861.156250 Penalty: 3971.984375
	Iteration 35Q: 3 clusters Score -465861.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -465863.437500 Penalty: 3971.984375
	Iteration 36Q: 3 clusters Score -465863.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -465864.625000 Penalty: 3971.984375
	Iteration 37Q: 3 clusters Score -465864.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -465864.625000 Penalty: 3971.984375
	Iteration 38F: 3 clusters Score -465864.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (54497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Entering Unmasked Estep 
Score: -8544824.000000 Penalty: 2704.663330
	Iteration 0F: 2 clusters Score -8544824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -8508196.000000 Penalty: 5409.326660
	Iteration 0F: 3 clusters Score -8508196 nChanged 25261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -8522436.000000 Penalty: 5409.326660
	Iteration 1F: 3 clusters Score -8522436 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -8523100.000000 Penalty: 5409.326660
	Iteration 2Q: 3 clusters Score -8523100 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -8523658.000000 Penalty: 5409.326660
	Iteration 3Q: 3 clusters Score -8523658 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -8524325.000000 Penalty: 5409.326660
	Iteration 4Q: 3 clusters Score -8524325 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -8524953.000000 Penalty: 5409.326660
	Iteration 5Q: 3 clusters Score -8524953 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -8525689.000000 Penalty: 5409.326660
	Iteration 6Q: 3 clusters Score -8525689 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -8526531.000000 Penalty: 5409.326660
	Iteration 7Q: 3 clusters Score -8526531 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -8527524.000000 Penalty: 5409.326660
	Iteration 8Q: 3 clusters Score -8527524 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -8528779.000000 Penalty: 5409.326660
	Iteration 9Q: 3 clusters Score -8528779 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -8530224.000000 Penalty: 5409.326660
	Iteration 10Q: 3 clusters Score -8530224 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -8531602.000000 Penalty: 5409.326660
	Iteration 11Q: 3 clusters Score -8531602 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -8532815.000000 Penalty: 5409.326660
	Iteration 12Q: 3 clusters Score -8532815 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -8533623.000000 Penalty: 5409.326660
	Iteration 13Q: 3 clusters Score -8533623 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -8534126.000000 Penalty: 5409.326660
	Iteration 14Q: 3 clusters Score -8534126 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -8534488.000000 Penalty: 5409.326660
	Iteration 15Q: 3 clusters Score -8534488 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -8534730.000000 Penalty: 5409.326660
	Iteration 16Q: 3 clusters Score -8534730 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -8534977.000000 Penalty: 5409.326660
	Iteration 17Q: 3 clusters Score -8534977 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -8535170.000000 Penalty: 5409.326660
	Iteration 18Q: 3 clusters Score -8535170 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -8535457.000000 Penalty: 5409.326660
	Iteration 19Q: 3 clusters Score -8535457 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -8535794.000000 Penalty: 5409.326660
	Iteration 20F: 3 clusters Score -8535794 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -8536120.000000 Penalty: 5409.326660
	Iteration 21Q: 3 clusters Score -8536120 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -8536498.000000 Penalty: 5409.326660
	Iteration 22Q: 3 clusters Score -8536498 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -8536927.000000 Penalty: 5409.326660
	Iteration 23Q: 3 clusters Score -8536927 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -8537383.000000 Penalty: 5409.326660
	Iteration 24Q: 3 clusters Score -8537383 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -8537936.000000 Penalty: 5409.326660
	Iteration 25Q: 3 clusters Score -8537936 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -8538484.000000 Penalty: 5409.326660
	Iteration 26Q: 3 clusters Score -8538484 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -8539024.000000 Penalty: 5409.326660
	Iteration 27Q: 3 clusters Score -8539024 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -8539643.000000 Penalty: 5409.326660
	Iteration 28Q: 3 clusters Score -8539643 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -8540244.000000 Penalty: 5409.326660
	Iteration 29Q: 3 clusters Score -8540244 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -8540721.000000 Penalty: 5409.326660
	Iteration 30Q: 3 clusters Score -8540721 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -8541129.000000 Penalty: 5409.326660
	Iteration 31Q: 3 clusters Score -8541129 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -8541475.000000 Penalty: 5409.326660
	Iteration 32Q: 3 clusters Score -8541475 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -8541701.000000 Penalty: 5409.326660
	Iteration 33Q: 3 clusters Score -8541701 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -8541935.000000 Penalty: 5409.326660
	Iteration 34Q: 3 clusters Score -8541935 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -8542077.000000 Penalty: 5409.326660
	Iteration 35Q: 3 clusters Score -8542077 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -8542177.000000 Penalty: 5409.326660
	Iteration 36Q: 3 clusters Score -8542177 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -8542273.000000 Penalty: 5409.326660
	Iteration 37Q: 3 clusters Score -8542273 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -8542325.000000 Penalty: 5409.326660
	Iteration 38Q: 3 clusters Score -8542325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -8542364.000000 Penalty: 5409.326660
	Iteration 39Q: 3 clusters Score -8542364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -8542402.000000 Penalty: 5409.326660
	Iteration 40F: 3 clusters Score -8542402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -8542422.000000 Penalty: 5409.326660
	Iteration 41Q: 3 clusters Score -8542422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -8542450.000000 Penalty: 5409.326660
	Iteration 42Q: 3 clusters Score -8542450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -8542478.000000 Penalty: 5409.326660
	Iteration 43Q: 3 clusters Score -8542478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -8542494.000000 Penalty: 5409.326660
	Iteration 44Q: 3 clusters Score -8542494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -8542494.000000 Penalty: 5409.326660
	Iteration 45Q: 3 clusters Score -8542494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -8542500.000000 Penalty: 5409.326660
	Iteration 46Q: 3 clusters Score -8542500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -8542505.000000 Penalty: 5409.326660
	Iteration 47Q: 3 clusters Score -8542505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -8542517.000000 Penalty: 5409.326660
	Iteration 48Q: 3 clusters Score -8542517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -8542528.000000 Penalty: 5409.326660
	Iteration 49Q: 3 clusters Score -8542528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -8542533.000000 Penalty: 5409.326660
	Iteration 50Q: 3 clusters Score -8542533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -8542535.000000 Penalty: 5409.326660
	Iteration 51Q: 3 clusters Score -8542535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 53976 members 
Entering Unmasked Estep 
Score: -8542540.000000 Penalty: 5409.326660
	Iteration 52Q: 3 clusters Score -8542540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -8542543.000000 Penalty: 5409.326660
	Iteration 53Q: 3 clusters Score -8542543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -8542543.000000 Penalty: 5409.326660
	Iteration 54Q: 3 clusters Score -8542543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -8542541.000000 Penalty: 5409.326660
	Iteration 55Q: 3 clusters Score -8542541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -8542544.000000 Penalty: 5409.326660
	Iteration 56Q: 3 clusters Score -8542544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -8542542.000000 Penalty: 5409.326660
	Iteration 57Q: 3 clusters Score -8542542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -8542547.000000 Penalty: 5409.326660
	Iteration 58Q: 3 clusters Score -8542547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -8542541.000000 Penalty: 5409.326660
	Iteration 59Q: 3 clusters Score -8542541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -8542543.000000 Penalty: 5409.326660
	Iteration 60F: 3 clusters Score -8542543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Entering Unmasked Estep 
Score: -1994206.500000 Penalty: 2336.811035
	Iteration 0F: 2 clusters Score -1994206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1984985.750000 Penalty: 4673.622070
	Iteration 0F: 3 clusters Score -1984986 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1987834.125000 Penalty: 4673.622070
	Iteration 1F: 3 clusters Score -1987834 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1988212.250000 Penalty: 4673.622070
	Iteration 2F: 3 clusters Score -1988212 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1988498.625000 Penalty: 4673.622070
	Iteration 3F: 3 clusters Score -1988499 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1988714.750000 Penalty: 4673.622070
	Iteration 4Q: 3 clusters Score -1988715 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1988903.500000 Penalty: 4673.622070
	Iteration 5Q: 3 clusters Score -1988904 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1989089.625000 Penalty: 4673.622070
	Iteration 6Q: 3 clusters Score -1989090 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1989253.500000 Penalty: 4673.622070
	Iteration 7Q: 3 clusters Score -1989254 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1989402.750000 Penalty: 4673.622070
	Iteration 8Q: 3 clusters Score -1989403 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1989565.375000 Penalty: 4673.622070
	Iteration 9Q: 3 clusters Score -1989565 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1989743.875000 Penalty: 4673.622070
	Iteration 10Q: 3 clusters Score -1989744 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1989952.500000 Penalty: 4673.622070
	Iteration 11Q: 3 clusters Score -1989952 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1990225.875000 Penalty: 4673.622070
	Iteration 12Q: 3 clusters Score -1990226 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1990563.500000 Penalty: 4673.622070
	Iteration 13Q: 3 clusters Score -1990564 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1990916.125000 Penalty: 4673.622070
	Iteration 14Q: 3 clusters Score -1990916 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1991226.625000 Penalty: 4673.622070
	Iteration 15Q: 3 clusters Score -1991227 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1991477.000000 Penalty: 4673.622070
	Iteration 16Q: 3 clusters Score -1991477 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1991665.375000 Penalty: 4673.622070
	Iteration 17Q: 3 clusters Score -1991665 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1991796.875000 Penalty: 4673.622070
	Iteration 18Q: 3 clusters Score -1991797 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1991894.750000 Penalty: 4673.622070
	Iteration 19Q: 3 clusters Score -1991895 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1991995.125000 Penalty: 4673.622070
	Iteration 20F: 3 clusters Score -1991995 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1992064.875000 Penalty: 4673.622070
	Iteration 21Q: 3 clusters Score -1992065 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1992141.750000 Penalty: 4673.622070
	Iteration 22Q: 3 clusters Score -1992142 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1992191.625000 Penalty: 4673.622070
	Iteration 23Q: 3 clusters Score -1992192 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1992238.000000 Penalty: 4673.622070
	Iteration 24Q: 3 clusters Score -1992238 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1992296.875000 Penalty: 4673.622070
	Iteration 25Q: 3 clusters Score -1992297 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1992353.875000 Penalty: 4673.622070
	Iteration 26Q: 3 clusters Score -1992354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1992390.250000 Penalty: 4673.622070
	Iteration 27Q: 3 clusters Score -1992390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1992424.125000 Penalty: 4673.622070
	Iteration 28Q: 3 clusters Score -1992424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1992440.750000 Penalty: 4673.622070
	Iteration 29Q: 3 clusters Score -1992441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1992465.875000 Penalty: 4673.622070
	Iteration 30Q: 3 clusters Score -1992466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1992474.750000 Penalty: 4673.622070
	Iteration 31Q: 3 clusters Score -1992475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1992486.875000 Penalty: 4673.622070
	Iteration 32Q: 3 clusters Score -1992487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1992497.375000 Penalty: 4673.622070
	Iteration 33Q: 3 clusters Score -1992497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1992515.125000 Penalty: 4673.622070
	Iteration 34Q: 3 clusters Score -1992515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1992524.625000 Penalty: 4673.622070
	Iteration 35Q: 3 clusters Score -1992525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1992529.375000 Penalty: 4673.622070
	Iteration 36Q: 3 clusters Score -1992529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1992537.875000 Penalty: 4673.622070
	Iteration 37Q: 3 clusters Score -1992538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1992541.500000 Penalty: 4673.622070
	Iteration 38Q: 3 clusters Score -1992542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1992545.750000 Penalty: 4673.622070
	Iteration 39Q: 3 clusters Score -1992546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1992554.500000 Penalty: 4673.622070
	Iteration 40F: 3 clusters Score -1992554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1992557.625000 Penalty: 4673.622070
	Iteration 41Q: 3 clusters Score -1992558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1992564.125000 Penalty: 4673.622070
	Iteration 42Q: 3 clusters Score -1992564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1992568.375000 Penalty: 4673.622070
	Iteration 43Q: 3 clusters Score -1992568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1992569.125000 Penalty: 4673.622070
	Iteration 44Q: 3 clusters Score -1992569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1992569.250000 Penalty: 4673.622070
	Iteration 45Q: 3 clusters Score -1992569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1992571.375000 Penalty: 4673.622070
	Iteration 46Q: 3 clusters Score -1992571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1992572.250000 Penalty: 4673.622070
	Iteration 47Q: 3 clusters Score -1992572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1992573.375000 Penalty: 4673.622070
	Iteration 48Q: 3 clusters Score -1992573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1992574.250000 Penalty: 4673.622070
	Iteration 49Q: 3 clusters Score -1992574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1992578.000000 Penalty: 4673.622070
	Iteration 50Q: 3 clusters Score -1992578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1992582.875000 Penalty: 4673.622070
	Iteration 51Q: 3 clusters Score -1992583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1992586.375000 Penalty: 4673.622070
	Iteration 52Q: 3 clusters Score -1992586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1992583.625000 Penalty: 4673.622070
	Iteration 53Q: 3 clusters Score -1992584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1992583.625000 Penalty: 4673.622070
	Iteration 54F: 3 clusters Score -1992584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Entering Unmasked Estep 
Score: -1635145.000000 Penalty: 2298.661865
	Iteration 0F: 2 clusters Score -1635145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1627131.125000 Penalty: 4597.323730
	Iteration 0F: 3 clusters Score -1627131 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1629462.625000 Penalty: 4597.323730
	Iteration 1F: 3 clusters Score -1629463 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1629769.500000 Penalty: 4597.323730
	Iteration 2F: 3 clusters Score -1629770 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1629985.500000 Penalty: 4597.323730
	Iteration 3Q: 3 clusters Score -1629986 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1630180.500000 Penalty: 4597.323730
	Iteration 4Q: 3 clusters Score -1630180 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1630346.500000 Penalty: 4597.323730
	Iteration 5Q: 3 clusters Score -1630346 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1630521.500000 Penalty: 4597.323730
	Iteration 6Q: 3 clusters Score -1630522 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1630715.000000 Penalty: 4597.323730
	Iteration 7Q: 3 clusters Score -1630715 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1630902.750000 Penalty: 4597.323730
	Iteration 8Q: 3 clusters Score -1630903 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1631110.250000 Penalty: 4597.323730
	Iteration 9Q: 3 clusters Score -1631110 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1631364.375000 Penalty: 4597.323730
	Iteration 10Q: 3 clusters Score -1631364 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1631629.750000 Penalty: 4597.323730
	Iteration 11Q: 3 clusters Score -1631630 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1631885.125000 Penalty: 4597.323730
	Iteration 12Q: 3 clusters Score -1631885 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1632128.250000 Penalty: 4597.323730
	Iteration 13Q: 3 clusters Score -1632128 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1632329.625000 Penalty: 4597.323730
	Iteration 14Q: 3 clusters Score -1632330 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1632501.750000 Penalty: 4597.323730
	Iteration 15Q: 3 clusters Score -1632502 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1632639.625000 Penalty: 4597.323730
	Iteration 16Q: 3 clusters Score -1632640 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1632744.500000 Penalty: 4597.323730
	Iteration 17Q: 3 clusters Score -1632744 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1632832.500000 Penalty: 4597.323730
	Iteration 18Q: 3 clusters Score -1632832 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1632907.625000 Penalty: 4597.323730
	Iteration 19Q: 3 clusters Score -1632908 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1632961.125000 Penalty: 4597.323730
	Iteration 20F: 3 clusters Score -1632961 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1633003.625000 Penalty: 4597.323730
	Iteration 21Q: 3 clusters Score -1633004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1633029.625000 Penalty: 4597.323730
	Iteration 22Q: 3 clusters Score -1633030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1633052.250000 Penalty: 4597.323730
	Iteration 23Q: 3 clusters Score -1633052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1633073.375000 Penalty: 4597.323730
	Iteration 24Q: 3 clusters Score -1633073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1633078.000000 Penalty: 4597.323730
	Iteration 25Q: 3 clusters Score -1633078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1633091.625000 Penalty: 4597.323730
	Iteration 26Q: 3 clusters Score -1633092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1633103.375000 Penalty: 4597.323730
	Iteration 27Q: 3 clusters Score -1633103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1633110.750000 Penalty: 4597.323730
	Iteration 28Q: 3 clusters Score -1633111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1633115.500000 Penalty: 4597.323730
	Iteration 29Q: 3 clusters Score -1633116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1633120.625000 Penalty: 4597.323730
	Iteration 30Q: 3 clusters Score -1633121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1633122.625000 Penalty: 4597.323730
	Iteration 31Q: 3 clusters Score -1633123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1633122.250000 Penalty: 4597.323730
	Iteration 32Q: 3 clusters Score -1633122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1633120.625000 Penalty: 4597.323730
	Iteration 33Q: 3 clusters Score -1633121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1633120.625000 Penalty: 4597.323730
	Iteration 34F: 3 clusters Score -1633121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Entering Unmasked Estep 
Score: -2881604.250000 Penalty: 2450.294189
	Iteration 0F: 2 clusters Score -2881604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2867869.500000 Penalty: 4900.588379
	Iteration 0F: 3 clusters Score -2867870 nChanged 8548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2872781.500000 Penalty: 4900.588379
	Iteration 1F: 3 clusters Score -2872782 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2873432.500000 Penalty: 4900.588379
	Iteration 2F: 3 clusters Score -2873432 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2874126.500000 Penalty: 4900.588379
	Iteration 3F: 3 clusters Score -2874126 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2874905.000000 Penalty: 4900.588379
	Iteration 4F: 3 clusters Score -2874905 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2875820.250000 Penalty: 4900.588379
	Iteration 5F: 3 clusters Score -2875820 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2876854.500000 Penalty: 4900.588379
	Iteration 6F: 3 clusters Score -2876854 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2877812.750000 Penalty: 4900.588379
	Iteration 7F: 3 clusters Score -2877813 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2878564.500000 Penalty: 4900.588379
	Iteration 8Q: 3 clusters Score -2878564 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2879062.000000 Penalty: 4900.588379
	Iteration 9Q: 3 clusters Score -2879062 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2879423.000000 Penalty: 4900.588379
	Iteration 10Q: 3 clusters Score -2879423 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2879694.500000 Penalty: 4900.588379
	Iteration 11Q: 3 clusters Score -2879694 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2879857.500000 Penalty: 4900.588379
	Iteration 12Q: 3 clusters Score -2879858 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2879957.250000 Penalty: 4900.588379
	Iteration 13Q: 3 clusters Score -2879957 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2880023.750000 Penalty: 4900.588379
	Iteration 14Q: 3 clusters Score -2880024 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2880059.250000 Penalty: 4900.588379
	Iteration 15Q: 3 clusters Score -2880059 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2880086.750000 Penalty: 4900.588379
	Iteration 16Q: 3 clusters Score -2880087 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2880120.500000 Penalty: 4900.588379
	Iteration 17Q: 3 clusters Score -2880120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2880147.750000 Penalty: 4900.588379
	Iteration 18Q: 3 clusters Score -2880148 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2880167.500000 Penalty: 4900.588379
	Iteration 19Q: 3 clusters Score -2880168 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2880194.250000 Penalty: 4900.588379
	Iteration 20F: 3 clusters Score -2880194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2880209.250000 Penalty: 4900.588379
	Iteration 21Q: 3 clusters Score -2880209 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2880226.000000 Penalty: 4900.588379
	Iteration 22Q: 3 clusters Score -2880226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2880244.500000 Penalty: 4900.588379
	Iteration 23Q: 3 clusters Score -2880244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2880252.750000 Penalty: 4900.588379
	Iteration 24Q: 3 clusters Score -2880253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2880269.750000 Penalty: 4900.588379
	Iteration 25Q: 3 clusters Score -2880270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2880277.000000 Penalty: 4900.588379
	Iteration 26Q: 3 clusters Score -2880277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2880282.500000 Penalty: 4900.588379
	Iteration 27Q: 3 clusters Score -2880282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2880289.500000 Penalty: 4900.588379
	Iteration 28Q: 3 clusters Score -2880290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2880306.250000 Penalty: 4900.588379
	Iteration 29Q: 3 clusters Score -2880306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2880310.500000 Penalty: 4900.588379
	Iteration 30Q: 3 clusters Score -2880310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2880305.750000 Penalty: 4900.588379
	Iteration 31Q: 3 clusters Score -2880306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2880309.000000 Penalty: 4900.588379
	Iteration 32Q: 3 clusters Score -2880309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2880315.000000 Penalty: 4900.588379
	Iteration 33Q: 3 clusters Score -2880315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2880314.500000 Penalty: 4900.588379
	Iteration 34Q: 3 clusters Score -2880314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2880314.500000 Penalty: 4900.588379
	Iteration 35Q: 3 clusters Score -2880314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2880311.500000 Penalty: 4900.588379
	Iteration 36Q: 3 clusters Score -2880312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2880314.500000 Penalty: 4900.588379
	Iteration 37Q: 3 clusters Score -2880314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2880314.500000 Penalty: 4900.588379
	Iteration 38F: 3 clusters Score -2880314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -455185.593750 Penalty: 1982.417725
	Iteration 0F: 2 clusters Score -455185.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -451983.500000 Penalty: 3964.835449
	Iteration 0F: 3 clusters Score -451983.5 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -452587.187500 Penalty: 3964.835449
	Iteration 1F: 3 clusters Score -452587.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -452760.500000 Penalty: 3964.835449
	Iteration 2F: 3 clusters Score -452760.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -452883.406250 Penalty: 3964.835449
	Iteration 3F: 3 clusters Score -452883.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -452972.093750 Penalty: 3964.835449
	Iteration 4Q: 3 clusters Score -452972.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -453051.750000 Penalty: 3964.835449
	Iteration 5Q: 3 clusters Score -453051.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -453146.218750 Penalty: 3964.835449
	Iteration 6Q: 3 clusters Score -453146.2 nChanged 72
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: -453203.406250 Penalty: 3964.835449
	Iteration 7Q: 3 clusters Score -453203.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -453247.843750 Penalty: 3964.835449
	Iteration 8Q: 3 clusters Score -453247.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -453290.093750 Penalty: 3964.835449
	Iteration 9Q: 3 clusters Score -453290.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -453327.125000 Penalty: 3964.835449
	Iteration 10Q: 3 clusters Score -453327.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -453360.031250 Penalty: 3964.835449
	Iteration 11Q: 3 clusters Score -453360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -453389.406250 Penalty: 3964.835449
	Iteration 12Q: 3 clusters Score -453389.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -453417.406250 Penalty: 3964.835449
	Iteration 13Q: 3 clusters Score -453417.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -453444.562500 Penalty: 3964.835449
	Iteration 14Q: 3 clusters Score -453444.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -453464.062500 Penalty: 3964.835449
	Iteration 15Q: 3 clusters Score -453464.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -453494.218750 Penalty: 3964.835449
	Iteration 16Q: 3 clusters Score -453494.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -453520.125000 Penalty: 3964.835449
	Iteration 17Q: 3 clusters Score -453520.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -453542.000000 Penalty: 3964.835449
	Iteration 18Q: 3 clusters Score -453542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -453564.750000 Penalty: 3964.835449
	Iteration 19Q: 3 clusters Score -453564.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -453594.906250 Penalty: 3964.835449
	Iteration 20F: 3 clusters Score -453594.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -453626.500000 Penalty: 3964.835449
	Iteration 21Q: 3 clusters Score -453626.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -453653.406250 Penalty: 3964.835449
	Iteration 22Q: 3 clusters Score -453653.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -453680.906250 Penalty: 3964.835449
	Iteration 23Q: 3 clusters Score -453680.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -453723.843750 Penalty: 3964.835449
	Iteration 24Q: 3 clusters Score -453723.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -453762.125000 Penalty: 3964.835449
	Iteration 25Q: 3 clusters Score -453762.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -453780.375000 Penalty: 3964.835449
	Iteration 26Q: 3 clusters Score -453780.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -453787.437500 Penalty: 3964.835449
	Iteration 27Q: 3 clusters Score -453787.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -453795.593750 Penalty: 3964.835449
	Iteration 28Q: 3 clusters Score -453795.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -453802.156250 Penalty: 3964.835449
	Iteration 29Q: 3 clusters Score -453802.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -453810.687500 Penalty: 3964.835449
	Iteration 30Q: 3 clusters Score -453810.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -453816.937500 Penalty: 3964.835449
	Iteration 31Q: 3 clusters Score -453816.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -453818.718750 Penalty: 3964.835449
	Iteration 32Q: 3 clusters Score -453818.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -453821.375000 Penalty: 3964.835449
	Iteration 33Q: 3 clusters Score -453821.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -453824.000000 Penalty: 3964.835449
	Iteration 34Q: 3 clusters Score -453824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -453828.187500 Penalty: 3964.835449
	Iteration 35Q: 3 clusters Score -453828.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -453835.031250 Penalty: 3964.835449
	Iteration 36Q: 3 clusters Score -453835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -453838.500000 Penalty: 3964.835449
	Iteration 37Q: 3 clusters Score -453838.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -453843.187500 Penalty: 3964.835449
	Iteration 38Q: 3 clusters Score -453843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -453845.937500 Penalty: 3964.835449
	Iteration 39Q: 3 clusters Score -453845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -453845.593750 Penalty: 3964.835449
	Iteration 40F: 3 clusters Score -453845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -453847.656250 Penalty: 3964.835449
	Iteration 41Q: 3 clusters Score -453847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -453849.093750 Penalty: 3964.835449
	Iteration 42Q: 3 clusters Score -453849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -453849.781250 Penalty: 3964.835449
	Iteration 43Q: 3 clusters Score -453849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -453849.750000 Penalty: 3964.835449
	Iteration 44Q: 3 clusters Score -453849.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -453849.750000 Penalty: 3964.835449
	Iteration 45F: 3 clusters Score -453849.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -83956.226562 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -83956.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -82376.703125 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -82376.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -82589.296875 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -82589.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82676.031250 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -82676.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -82748.007812 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -82748.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -82805.976562 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -82805.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -82844.679688 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -82844.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -82894.007812 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -82894.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -82946.359375 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -82946.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -82981.492188 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -82981.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -83010.718750 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -83010.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -83044.304688 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -83044.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -83129.875000 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -83129.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -83204.648438 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -83204.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -83323.265625 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -83323.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -83533.890625 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -83533.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -83907.125000 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -83907.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -83996.093750 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -83996.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -84048.148438 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -84048.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -84054.570312 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -84054.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -84054.812500 Penalty: 3152.629395
	Iteration 19F: 3 clusters Score -84054.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -84075.250000 Penalty: 3152.629395
	Iteration 20F: 3 clusters Score -84075.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110215 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30381 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83417 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32450 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54497 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10602 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8887 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16724 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 3477 members 
Mstep: Class 49 contains 21211 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Mstep: Class 55 contains 255 members 
Entering Unmasked Estep 
Score: -122576040.000000 Penalty: 185416.921875
Splitting cluster 36 changes total score from -122577800.000000 to -122576040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (18244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Entering Unmasked Estep 
Score: -2893662.500000 Penalty: 2433.274658
	Iteration 0F: 2 clusters Score -2893662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2880629.250000 Penalty: 4866.549316
	Iteration 0F: 3 clusters Score -2880629 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2885346.750000 Penalty: 4866.549316
	Iteration 1F: 3 clusters Score -2885347 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2886599.250000 Penalty: 4866.549316
	Iteration 2F: 3 clusters Score -2886599 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2888298.000000 Penalty: 4866.549316
	Iteration 3F: 3 clusters Score -2888298 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2889816.500000 Penalty: 4866.549316
	Iteration 4F: 3 clusters Score -2889816 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2890658.500000 Penalty: 4866.549316
	Iteration 5F: 3 clusters Score -2890658 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2891049.500000 Penalty: 4866.549316
	Iteration 6Q: 3 clusters Score -2891050 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2891238.750000 Penalty: 4866.549316
	Iteration 7Q: 3 clusters Score -2891239 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2891353.500000 Penalty: 4866.549316
	Iteration 8Q: 3 clusters Score -2891354 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2891433.000000 Penalty: 4866.549316
	Iteration 9Q: 3 clusters Score -2891433 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2891509.250000 Penalty: 4866.549316
	Iteration 10Q: 3 clusters Score -2891509 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2891579.250000 Penalty: 4866.549316
	Iteration 11Q: 3 clusters Score -2891579 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2891677.750000 Penalty: 4866.549316
	Iteration 12Q: 3 clusters Score -2891678 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2891784.750000 Penalty: 4866.549316
	Iteration 13Q: 3 clusters Score -2891785 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2891935.250000 Penalty: 4866.549316
	Iteration 14Q: 3 clusters Score -2891935 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2892120.250000 Penalty: 4866.549316
	Iteration 15Q: 3 clusters Score -2892120 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2892324.500000 Penalty: 4866.549316
	Iteration 16Q: 3 clusters Score -2892324 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2892485.250000 Penalty: 4866.549316
	Iteration 17Q: 3 clusters Score -2892485 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2892635.250000 Penalty: 4866.549316
	Iteration 18Q: 3 clusters Score -2892635 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2892752.500000 Penalty: 4866.549316
	Iteration 19Q: 3 clusters Score -2892752 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2892845.750000 Penalty: 4866.549316
	Iteration 20F: 3 clusters Score -2892846 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2892929.500000 Penalty: 4866.549316
	Iteration 21Q: 3 clusters Score -2892930 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2892990.250000 Penalty: 4866.549316
	Iteration 22Q: 3 clusters Score -2892990 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2893047.750000 Penalty: 4866.549316
	Iteration 23Q: 3 clusters Score -2893048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2893070.500000 Penalty: 4866.549316
	Iteration 24Q: 3 clusters Score -2893070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2893091.500000 Penalty: 4866.549316
	Iteration 25Q: 3 clusters Score -2893092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2893103.250000 Penalty: 4866.549316
	Iteration 26Q: 3 clusters Score -2893103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2893111.250000 Penalty: 4866.549316
	Iteration 27Q: 3 clusters Score -2893111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2893113.500000 Penalty: 4866.549316
	Iteration 28Q: 3 clusters Score -2893114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2893115.250000 Penalty: 4866.549316
	Iteration 29Q: 3 clusters Score -2893115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2893121.000000 Penalty: 4866.549316
	Iteration 30Q: 3 clusters Score -2893121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2893120.750000 Penalty: 4866.549316
	Iteration 31Q: 3 clusters Score -2893121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2893112.750000 Penalty: 4866.549316
	Iteration 32Q: 3 clusters Score -2893113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2893109.250000 Penalty: 4866.549316
	Iteration 33Q: 3 clusters Score -2893109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2893110.000000 Penalty: 4866.549316
	Iteration 34Q: 3 clusters Score -2893110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2893112.750000 Penalty: 4866.549316
	Iteration 35Q: 3 clusters Score -2893113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2893113.750000 Penalty: 4866.549316
	Iteration 36Q: 3 clusters Score -2893114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2893113.750000 Penalty: 4866.549316
	Iteration 37F: 3 clusters Score -2893114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -30454.851562 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -30454.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29342.521484 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -29342.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29430.607422 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -29430.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29462.470703 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -29462.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29476.048828 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -29476.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29480.312500 Penalty: 2670.709717
	Iteration 4Q: 3 clusters Score -29480.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29484.009766 Penalty: 2670.709717
	Iteration 5Q: 3 clusters Score -29484.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29490.255859 Penalty: 2670.709717
	Iteration 6Q: 3 clusters Score -29490.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29493.677734 Penalty: 2670.709717
	Iteration 7Q: 3 clusters Score -29493.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29493.677734 Penalty: 2670.709717
	Iteration 8F: 3 clusters Score -29493.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Entering Unmasked Estep 
Score: -135224.578125 Penalty: 1706.589966
	Iteration 0F: 2 clusters Score -135224.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -133373.468750 Penalty: 3413.179932
	Iteration 0F: 3 clusters Score -133373.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -133816.843750 Penalty: 3413.179932
	Iteration 1F: 3 clusters Score -133816.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -133996.062500 Penalty: 3413.179932
	Iteration 2F: 3 clusters Score -133996.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -134160.375000 Penalty: 3413.179932
	Iteration 3F: 3 clusters Score -134160.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -134281.078125 Penalty: 3413.179932
	Iteration 4Q: 3 clusters Score -134281.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -134346.031250 Penalty: 3413.179932
	Iteration 5Q: 3 clusters Score -134346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -134396.031250 Penalty: 3413.179932
	Iteration 6Q: 3 clusters Score -134396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134436.031250 Penalty: 3413.179932
	Iteration 7Q: 3 clusters Score -134436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -134471.468750 Penalty: 3413.179932
	Iteration 8Q: 3 clusters Score -134471.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -134507.859375 Penalty: 3413.179932
	Iteration 9Q: 3 clusters Score -134507.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -134544.375000 Penalty: 3413.179932
	Iteration 10Q: 3 clusters Score -134544.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -134558.125000 Penalty: 3413.179932
	Iteration 11Q: 3 clusters Score -134558.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -134567.859375 Penalty: 3413.179932
	Iteration 12Q: 3 clusters Score -134567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -134569.687500 Penalty: 3413.179932
	Iteration 13Q: 3 clusters Score -134569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134570.375000 Penalty: 3413.179932
	Iteration 14Q: 3 clusters Score -134570.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134571.968750 Penalty: 3413.179932
	Iteration 15Q: 3 clusters Score -134572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -134573.031250 Penalty: 3413.179932
	Iteration 16Q: 3 clusters Score -134573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -134573.875000 Penalty: 3413.179932
	Iteration 17Q: 3 clusters Score -134573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -134573.875000 Penalty: 3413.179932
	Iteration 18F: 3 clusters Score -134573.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Entering Unmasked Estep 
Score: -1741766.625000 Penalty: 2307.778564
	Iteration 0F: 2 clusters Score -1741767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1733422.875000 Penalty: 4615.557129
	Iteration 0F: 3 clusters Score -1733423 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1735968.750000 Penalty: 4615.557129
	Iteration 1F: 3 clusters Score -1735969 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1736487.625000 Penalty: 4615.557129
	Iteration 2F: 3 clusters Score -1736488 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1737040.000000 Penalty: 4615.557129
	Iteration 3F: 3 clusters Score -1737040 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1737724.875000 Penalty: 4615.557129
	Iteration 4F: 3 clusters Score -1737725 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1738490.250000 Penalty: 4615.557129
	Iteration 5F: 3 clusters Score -1738490 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1739178.375000 Penalty: 4615.557129
	Iteration 6F: 3 clusters Score -1739178 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1739773.625000 Penalty: 4615.557129
	Iteration 7F: 3 clusters Score -1739774 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1740213.875000 Penalty: 4615.557129
	Iteration 8Q: 3 clusters Score -1740214 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1740562.500000 Penalty: 4615.557129
	Iteration 9Q: 3 clusters Score -1740562 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1740810.125000 Penalty: 4615.557129
	Iteration 10Q: 3 clusters Score -1740810 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1741016.375000 Penalty: 4615.557129
	Iteration 11Q: 3 clusters Score -1741016 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1741183.625000 Penalty: 4615.557129
	Iteration 12Q: 3 clusters Score -1741184 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1741282.625000 Penalty: 4615.557129
	Iteration 13Q: 3 clusters Score -1741283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1741326.375000 Penalty: 4615.557129
	Iteration 14Q: 3 clusters Score -1741326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1741351.000000 Penalty: 4615.557129
	Iteration 15Q: 3 clusters Score -1741351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1741355.125000 Penalty: 4615.557129
	Iteration 16Q: 3 clusters Score -1741355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1741361.500000 Penalty: 4615.557129
	Iteration 17Q: 3 clusters Score -1741362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1741363.500000 Penalty: 4615.557129
	Iteration 18Q: 3 clusters Score -1741364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1741362.250000 Penalty: 4615.557129
	Iteration 19Q: 3 clusters Score -1741362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1741362.500000 Penalty: 4615.557129
	Iteration 20F: 3 clusters Score -1741362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1741363.875000 Penalty: 4615.557129
	Iteration 21Q: 3 clusters Score -1741364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1741367.500000 Penalty: 4615.557129
	Iteration 22Q: 3 clusters Score -1741368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1741369.375000 Penalty: 4615.557129
	Iteration 23Q: 3 clusters Score -1741369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1741368.500000 Penalty: 4615.557129
	Iteration 24Q: 3 clusters Score -1741368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1741373.750000 Penalty: 4615.557129
	Iteration 25Q: 3 clusters Score -1741374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1741376.875000 Penalty: 4615.557129
	Iteration 26Q: 3 clusters Score -1741377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1741375.375000 Penalty: 4615.557129
	Iteration 27Q: 3 clusters Score -1741375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1741375.375000 Penalty: 4615.557129
	Iteration 28F: 3 clusters Score -1741375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Entering Unmasked Estep 
Score: -429295.031250 Penalty: 1965.259644
	Iteration 0F: 2 clusters Score -429295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -426216.562500 Penalty: 3930.519287
	Iteration 0F: 3 clusters Score -426216.6 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -426847.375000 Penalty: 3930.519287
	Iteration 1F: 3 clusters Score -426847.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -427016.437500 Penalty: 3930.519287
	Iteration 2F: 3 clusters Score -427016.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -427106.812500 Penalty: 3930.519287
	Iteration 3Q: 3 clusters Score -427106.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -427181.625000 Penalty: 3930.519287
	Iteration 4Q: 3 clusters Score -427181.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -427225.375000 Penalty: 3930.519287
	Iteration 5Q: 3 clusters Score -427225.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -427263.812500 Penalty: 3930.519287
	Iteration 6Q: 3 clusters Score -427263.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -427294.281250 Penalty: 3930.519287
	Iteration 7Q: 3 clusters Score -427294.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -427320.781250 Penalty: 3930.519287
	Iteration 8Q: 3 clusters Score -427320.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -427358.156250 Penalty: 3930.519287
	Iteration 9Q: 3 clusters Score -427358.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -427382.093750 Penalty: 3930.519287
	Iteration 10Q: 3 clusters Score -427382.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -427398.062500 Penalty: 3930.519287
	Iteration 11Q: 3 clusters Score -427398.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -427412.343750 Penalty: 3930.519287
	Iteration 12Q: 3 clusters Score -427412.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -427427.656250 Penalty: 3930.519287
	Iteration 13Q: 3 clusters Score -427427.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -427441.281250 Penalty: 3930.519287
	Iteration 14Q: 3 clusters Score -427441.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -427463.187500 Penalty: 3930.519287
	Iteration 15Q: 3 clusters Score -427463.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -427491.062500 Penalty: 3930.519287
	Iteration 16Q: 3 clusters Score -427491.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -427510.375000 Penalty: 3930.519287
	Iteration 17Q: 3 clusters Score -427510.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -427535.781250 Penalty: 3930.519287
	Iteration 18Q: 3 clusters Score -427535.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -427561.781250 Penalty: 3930.519287
	Iteration 19Q: 3 clusters Score -427561.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -427594.000000 Penalty: 3930.519287
	Iteration 20F: 3 clusters Score -427594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -427647.468750 Penalty: 3930.519287
	Iteration 21Q: 3 clusters Score -427647.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -427701.187500 Penalty: 3930.519287
	Iteration 22Q: 3 clusters Score -427701.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -427750.562500 Penalty: 3930.519287
	Iteration 23Q: 3 clusters Score -427750.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -427786.093750 Penalty: 3930.519287
	Iteration 24Q: 3 clusters Score -427786.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -427834.656250 Penalty: 3930.519287
	Iteration 25Q: 3 clusters Score -427834.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -427873.906250 Penalty: 3930.519287
	Iteration 26Q: 3 clusters Score -427873.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -427903.187500 Penalty: 3930.519287
	Iteration 27Q: 3 clusters Score -427903.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -427922.875000 Penalty: 3930.519287
	Iteration 28Q: 3 clusters Score -427922.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -427933.312500 Penalty: 3930.519287
	Iteration 29Q: 3 clusters Score -427933.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -427943.656250 Penalty: 3930.519287
	Iteration 30Q: 3 clusters Score -427943.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -427948.218750 Penalty: 3930.519287
	Iteration 31Q: 3 clusters Score -427948.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -427952.093750 Penalty: 3930.519287
	Iteration 32Q: 3 clusters Score -427952.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -427956.343750 Penalty: 3930.519287
	Iteration 33Q: 3 clusters Score -427956.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -427957.593750 Penalty: 3930.519287
	Iteration 34Q: 3 clusters Score -427957.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -427958.281250 Penalty: 3930.519287
	Iteration 35Q: 3 clusters Score -427958.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -427961.812500 Penalty: 3930.519287
	Iteration 36Q: 3 clusters Score -427961.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -427962.000000 Penalty: 3930.519287
	Iteration 37Q: 3 clusters Score -427962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -427962.000000 Penalty: 3930.519287
	Iteration 38F: 3 clusters Score -427962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Entering Unmasked Estep 
Score: -539566.812500 Penalty: 2038.125610
	Iteration 0F: 2 clusters Score -539566.8 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 1913 members 
Entering Unmasked Estep 
Score: -535893.250000 Penalty: 4076.251221
	Iteration 0F: 3 clusters Score -535893.2 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -536831.125000 Penalty: 4076.251221
	Iteration 1F: 3 clusters Score -536831.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -537020.687500 Penalty: 4076.251221
	Iteration 2F: 3 clusters Score -537020.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -537133.187500 Penalty: 4076.251221
	Iteration 3Q: 3 clusters Score -537133.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -537211.500000 Penalty: 4076.251221
	Iteration 4Q: 3 clusters Score -537211.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -537264.312500 Penalty: 4076.251221
	Iteration 5Q: 3 clusters Score -537264.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -537293.125000 Penalty: 4076.251221
	Iteration 6Q: 3 clusters Score -537293.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -537325.062500 Penalty: 4076.251221
	Iteration 7Q: 3 clusters Score -537325.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -537353.187500 Penalty: 4076.251221
	Iteration 8Q: 3 clusters Score -537353.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -537373.937500 Penalty: 4076.251221
	Iteration 9Q: 3 clusters Score -537373.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -537405.500000 Penalty: 4076.251221
	Iteration 10Q: 3 clusters Score -537405.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -537445.062500 Penalty: 4076.251221
	Iteration 11Q: 3 clusters Score -537445.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -537482.125000 Penalty: 4076.251221
	Iteration 12Q: 3 clusters Score -537482.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -537517.312500 Penalty: 4076.251221
	Iteration 13Q: 3 clusters Score -537517.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -537546.375000 Penalty: 4076.251221
	Iteration 14Q: 3 clusters Score -537546.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -537584.375000 Penalty: 4076.251221
	Iteration 15Q: 3 clusters Score -537584.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -537622.062500 Penalty: 4076.251221
	Iteration 16Q: 3 clusters Score -537622.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -537653.125000 Penalty: 4076.251221
	Iteration 17Q: 3 clusters Score -537653.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -537687.312500 Penalty: 4076.251221
	Iteration 18Q: 3 clusters Score -537687.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -537727.375000 Penalty: 4076.251221
	Iteration 19Q: 3 clusters Score -537727.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -537760.625000 Penalty: 4076.251221
	Iteration 20F: 3 clusters Score -537760.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -537791.250000 Penalty: 4076.251221
	Iteration 21Q: 3 clusters Score -537791.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -537806.312500 Penalty: 4076.251221
	Iteration 22Q: 3 clusters Score -537806.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -537825.500000 Penalty: 4076.251221
	Iteration 23Q: 3 clusters Score -537825.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -537848.250000 Penalty: 4076.251221
	Iteration 24Q: 3 clusters Score -537848.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -537864.125000 Penalty: 4076.251221
	Iteration 25Q: 3 clusters Score -537864.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -537876.562500 Penalty: 4076.251221
	Iteration 26Q: 3 clusters Score -537876.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -537892.000000 Penalty: 4076.251221
	Iteration 27Q: 3 clusters Score -537892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -537908.000000 Penalty: 4076.251221
	Iteration 28Q: 3 clusters Score -537908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -537923.000000 Penalty: 4076.251221
	Iteration 29Q: 3 clusters Score -537923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -537930.500000 Penalty: 4076.251221
	Iteration 30Q: 3 clusters Score -537930.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -537943.625000 Penalty: 4076.251221
	Iteration 31Q: 3 clusters Score -537943.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -537956.500000 Penalty: 4076.251221
	Iteration 32Q: 3 clusters Score -537956.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -537975.250000 Penalty: 4076.251221
	Iteration 33Q: 3 clusters Score -537975.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -537984.062500 Penalty: 4076.251221
	Iteration 34Q: 3 clusters Score -537984.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -537991.875000 Penalty: 4076.251221
	Iteration 35Q: 3 clusters Score -537991.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -537999.875000 Penalty: 4076.251221
	Iteration 36Q: 3 clusters Score -537999.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -538007.437500 Penalty: 4076.251221
	Iteration 37Q: 3 clusters Score -538007.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -538017.750000 Penalty: 4076.251221
	Iteration 38Q: 3 clusters Score -538017.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -538024.875000 Penalty: 4076.251221
	Iteration 39Q: 3 clusters Score -538024.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -538030.250000 Penalty: 4076.251221
	Iteration 40F: 3 clusters Score -538030.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -538033.750000 Penalty: 4076.251221
	Iteration 41Q: 3 clusters Score -538033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -538035.687500 Penalty: 4076.251221
	Iteration 42Q: 3 clusters Score -538035.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -538042.500000 Penalty: 4076.251221
	Iteration 43Q: 3 clusters Score -538042.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -538050.625000 Penalty: 4076.251221
	Iteration 44Q: 3 clusters Score -538050.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -538056.312500 Penalty: 4076.251221
	Iteration 45Q: 3 clusters Score -538056.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -538060.250000 Penalty: 4076.251221
	Iteration 46Q: 3 clusters Score -538060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -538060.500000 Penalty: 4076.251221
	Iteration 47Q: 3 clusters Score -538060.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -538060.500000 Penalty: 4076.251221
	Iteration 48F: 3 clusters Score -538060.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Entering Unmasked Estep 
Score: -1284241.750000 Penalty: 2254.901611
	Iteration 0F: 2 clusters Score -1284242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1277351.375000 Penalty: 4509.803223
	Iteration 0F: 3 clusters Score -1277351 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1279498.875000 Penalty: 4509.803223
	Iteration 1F: 3 clusters Score -1279499 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1279907.875000 Penalty: 4509.803223
	Iteration 2F: 3 clusters Score -1279908 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1280256.250000 Penalty: 4509.803223
	Iteration 3F: 3 clusters Score -1280256 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1280610.000000 Penalty: 4509.803223
	Iteration 4F: 3 clusters Score -1280610 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1280996.750000 Penalty: 4509.803223
	Iteration 5F: 3 clusters Score -1280997 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1281393.625000 Penalty: 4509.803223
	Iteration 6F: 3 clusters Score -1281394 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1281726.625000 Penalty: 4509.803223
	Iteration 7F: 3 clusters Score -1281727 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1281995.625000 Penalty: 4509.803223
	Iteration 8Q: 3 clusters Score -1281996 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1282243.875000 Penalty: 4509.803223
	Iteration 9Q: 3 clusters Score -1282244 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1282443.500000 Penalty: 4509.803223
	Iteration 10Q: 3 clusters Score -1282444 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1282609.750000 Penalty: 4509.803223
	Iteration 11Q: 3 clusters Score -1282610 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1282743.000000 Penalty: 4509.803223
	Iteration 12Q: 3 clusters Score -1282743 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1282860.125000 Penalty: 4509.803223
	Iteration 13Q: 3 clusters Score -1282860 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1282965.000000 Penalty: 4509.803223
	Iteration 14Q: 3 clusters Score -1282965 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1283050.750000 Penalty: 4509.803223
	Iteration 15Q: 3 clusters Score -1283051 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1283131.125000 Penalty: 4509.803223
	Iteration 16Q: 3 clusters Score -1283131 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1283190.500000 Penalty: 4509.803223
	Iteration 17Q: 3 clusters Score -1283190 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1283223.375000 Penalty: 4509.803223
	Iteration 18Q: 3 clusters Score -1283223 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1283251.875000 Penalty: 4509.803223
	Iteration 19Q: 3 clusters Score -1283252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1283267.000000 Penalty: 4509.803223
	Iteration 20F: 3 clusters Score -1283267 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1283278.500000 Penalty: 4509.803223
	Iteration 21Q: 3 clusters Score -1283278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1283289.250000 Penalty: 4509.803223
	Iteration 22Q: 3 clusters Score -1283289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1283299.000000 Penalty: 4509.803223
	Iteration 23Q: 3 clusters Score -1283299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1283305.375000 Penalty: 4509.803223
	Iteration 24Q: 3 clusters Score -1283305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1283311.500000 Penalty: 4509.803223
	Iteration 25Q: 3 clusters Score -1283312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1283312.500000 Penalty: 4509.803223
	Iteration 26Q: 3 clusters Score -1283312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1283315.500000 Penalty: 4509.803223
	Iteration 27Q: 3 clusters Score -1283316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1283318.750000 Penalty: 4509.803223
	Iteration 28Q: 3 clusters Score -1283319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1283318.500000 Penalty: 4509.803223
	Iteration 29Q: 3 clusters Score -1283318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1283321.000000 Penalty: 4509.803223
	Iteration 30Q: 3 clusters Score -1283321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1283321.250000 Penalty: 4509.803223
	Iteration 31Q: 3 clusters Score -1283321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1283323.125000 Penalty: 4509.803223
	Iteration 32Q: 3 clusters Score -1283323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1283322.125000 Penalty: 4509.803223
	Iteration 33Q: 3 clusters Score -1283322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1283321.375000 Penalty: 4509.803223
	Iteration 34Q: 3 clusters Score -1283321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1283321.375000 Penalty: 4509.803223
	Iteration 35F: 3 clusters Score -1283321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -49817.855469 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -49817.86 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 173 members 
Entering Unmasked Estep 
Score: -48509.796875 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -48509.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48659.496094 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -48659.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48719.941406 Penalty: 2904.115723
	Iteration 2Q: 3 clusters Score -48719.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48747.308594 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -48747.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48794.046875 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -48794.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48806.230469 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -48806.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48815.128906 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -48815.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48823.593750 Penalty: 2904.115723
	Iteration 7Q: 3 clusters Score -48823.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48829.679688 Penalty: 2904.115723
	Iteration 8Q: 3 clusters Score -48829.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48835.464844 Penalty: 2904.115723
	Iteration 9Q: 3 clusters Score -48835.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48839.218750 Penalty: 2904.115723
	Iteration 10Q: 3 clusters Score -48839.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48854.195312 Penalty: 2904.115723
	Iteration 11Q: 3 clusters Score -48854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48872.445312 Penalty: 2904.115723
	Iteration 12Q: 3 clusters Score -48872.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48882.437500 Penalty: 2904.115723
	Iteration 13Q: 3 clusters Score -48882.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48914.265625 Penalty: 2904.115723
	Iteration 14Q: 3 clusters Score -48914.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48951.820312 Penalty: 2904.115723
	Iteration 15Q: 3 clusters Score -48951.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48986.722656 Penalty: 2904.115723
	Iteration 16Q: 3 clusters Score -48986.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49076.019531 Penalty: 2904.115723
	Iteration 17Q: 3 clusters Score -49076.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49095.675781 Penalty: 2904.115723
	Iteration 18Q: 3 clusters Score -49095.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49102.695312 Penalty: 2904.115723
	Iteration 19Q: 3 clusters Score -49102.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49114.906250 Penalty: 2904.115723
	Iteration 20F: 3 clusters Score -49114.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49125.503906 Penalty: 2904.115723
	Iteration 21Q: 3 clusters Score -49125.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49125.503906 Penalty: 2904.115723
	Iteration 22F: 3 clusters Score -49125.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Entering Unmasked Estep 
Score: -2645432.250000 Penalty: 2411.700684
	Iteration 0F: 2 clusters Score -2645432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2633524.000000 Penalty: 4823.401367
	Iteration 0F: 3 clusters Score -2633524 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2637457.500000 Penalty: 4823.401367
	Iteration 1F: 3 clusters Score -2637458 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2637895.500000 Penalty: 4823.401367
	Iteration 2F: 3 clusters Score -2637896 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2638197.000000 Penalty: 4823.401367
	Iteration 3Q: 3 clusters Score -2638197 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2638542.250000 Penalty: 4823.401367
	Iteration 4Q: 3 clusters Score -2638542 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2638924.750000 Penalty: 4823.401367
	Iteration 5Q: 3 clusters Score -2638925 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2639301.250000 Penalty: 4823.401367
	Iteration 6Q: 3 clusters Score -2639301 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2639711.250000 Penalty: 4823.401367
	Iteration 7Q: 3 clusters Score -2639711 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2640150.750000 Penalty: 4823.401367
	Iteration 8Q: 3 clusters Score -2640151 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2640552.500000 Penalty: 4823.401367
	Iteration 9Q: 3 clusters Score -2640552 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2640850.000000 Penalty: 4823.401367
	Iteration 10Q: 3 clusters Score -2640850 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2641091.750000 Penalty: 4823.401367
	Iteration 11Q: 3 clusters Score -2641092 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2641299.500000 Penalty: 4823.401367
	Iteration 12Q: 3 clusters Score -2641300 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2641484.750000 Penalty: 4823.401367
	Iteration 13Q: 3 clusters Score -2641485 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2641672.500000 Penalty: 4823.401367
	Iteration 14Q: 3 clusters Score -2641672 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2641811.000000 Penalty: 4823.401367
	Iteration 15Q: 3 clusters Score -2641811 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2641931.000000 Penalty: 4823.401367
	Iteration 16Q: 3 clusters Score -2641931 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2642024.500000 Penalty: 4823.401367
	Iteration 17Q: 3 clusters Score -2642024 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2642110.750000 Penalty: 4823.401367
	Iteration 18Q: 3 clusters Score -2642111 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2642211.500000 Penalty: 4823.401367
	Iteration 19Q: 3 clusters Score -2642212 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2642336.250000 Penalty: 4823.401367
	Iteration 20F: 3 clusters Score -2642336 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2642488.750000 Penalty: 4823.401367
	Iteration 21Q: 3 clusters Score -2642489 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2642629.750000 Penalty: 4823.401367
	Iteration 22Q: 3 clusters Score -2642630 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2642769.500000 Penalty: 4823.401367
	Iteration 23Q: 3 clusters Score -2642770 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2642910.250000 Penalty: 4823.401367
	Iteration 24Q: 3 clusters Score -2642910 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2643051.000000 Penalty: 4823.401367
	Iteration 25Q: 3 clusters Score -2643051 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2643173.250000 Penalty: 4823.401367
	Iteration 26Q: 3 clusters Score -2643173 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2643254.250000 Penalty: 4823.401367
	Iteration 27Q: 3 clusters Score -2643254 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2643334.500000 Penalty: 4823.401367
	Iteration 28Q: 3 clusters Score -2643334 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2643387.500000 Penalty: 4823.401367
	Iteration 29Q: 3 clusters Score -2643388 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2643452.750000 Penalty: 4823.401367
	Iteration 30Q: 3 clusters Score -2643453 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2643508.750000 Penalty: 4823.401367
	Iteration 31Q: 3 clusters Score -2643509 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2643550.000000 Penalty: 4823.401367
	Iteration 32Q: 3 clusters Score -2643550 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2643577.500000 Penalty: 4823.401367
	Iteration 33Q: 3 clusters Score -2643578 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2643616.250000 Penalty: 4823.401367
	Iteration 34Q: 3 clusters Score -2643616 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2643647.000000 Penalty: 4823.401367
	Iteration 35Q: 3 clusters Score -2643647 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2643686.250000 Penalty: 4823.401367
	Iteration 36Q: 3 clusters Score -2643686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2643696.000000 Penalty: 4823.401367
	Iteration 37Q: 3 clusters Score -2643696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2643710.250000 Penalty: 4823.401367
	Iteration 38Q: 3 clusters Score -2643710 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2643727.000000 Penalty: 4823.401367
	Iteration 39Q: 3 clusters Score -2643727 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2643740.750000 Penalty: 4823.401367
	Iteration 40F: 3 clusters Score -2643741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2643756.250000 Penalty: 4823.401367
	Iteration 41Q: 3 clusters Score -2643756 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2643764.500000 Penalty: 4823.401367
	Iteration 42Q: 3 clusters Score -2643764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2643775.000000 Penalty: 4823.401367
	Iteration 43Q: 3 clusters Score -2643775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2643780.000000 Penalty: 4823.401367
	Iteration 44Q: 3 clusters Score -2643780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2643790.750000 Penalty: 4823.401367
	Iteration 45Q: 3 clusters Score -2643791 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2643791.250000 Penalty: 4823.401367
	Iteration 46Q: 3 clusters Score -2643791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2643793.250000 Penalty: 4823.401367
	Iteration 47Q: 3 clusters Score -2643793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2643804.000000 Penalty: 4823.401367
	Iteration 48Q: 3 clusters Score -2643804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2643798.500000 Penalty: 4823.401367
	Iteration 49Q: 3 clusters Score -2643798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2643808.500000 Penalty: 4823.401367
	Iteration 50Q: 3 clusters Score -2643808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2643810.750000 Penalty: 4823.401367
	Iteration 51Q: 3 clusters Score -2643811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2643810.750000 Penalty: 4823.401367
	Iteration 52Q: 3 clusters Score -2643811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2643821.500000 Penalty: 4823.401367
	Iteration 53Q: 3 clusters Score -2643822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2643822.250000 Penalty: 4823.401367
	Iteration 54Q: 3 clusters Score -2643822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2643835.000000 Penalty: 4823.401367
	Iteration 55Q: 3 clusters Score -2643835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2643837.250000 Penalty: 4823.401367
	Iteration 56Q: 3 clusters Score -2643837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2643843.500000 Penalty: 4823.401367
	Iteration 57Q: 3 clusters Score -2643844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2643851.250000 Penalty: 4823.401367
	Iteration 58Q: 3 clusters Score -2643851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2643854.000000 Penalty: 4823.401367
	Iteration 59Q: 3 clusters Score -2643854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2643860.750000 Penalty: 4823.401367
	Iteration 60F: 3 clusters Score -2643861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2643866.500000 Penalty: 4823.401367
	Iteration 61Q: 3 clusters Score -2643866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2643875.500000 Penalty: 4823.401367
	Iteration 62Q: 3 clusters Score -2643876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2643875.500000 Penalty: 4823.401367
	Iteration 63Q: 3 clusters Score -2643876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2643883.000000 Penalty: 4823.401367
	Iteration 64Q: 3 clusters Score -2643883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2643882.250000 Penalty: 4823.401367
	Iteration 65Q: 3 clusters Score -2643882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2643886.000000 Penalty: 4823.401367
	Iteration 66Q: 3 clusters Score -2643886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2643891.500000 Penalty: 4823.401367
	Iteration 67Q: 3 clusters Score -2643892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2643899.500000 Penalty: 4823.401367
	Iteration 68Q: 3 clusters Score -2643900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2643912.000000 Penalty: 4823.401367
	Iteration 69Q: 3 clusters Score -2643912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2643915.750000 Penalty: 4823.401367
	Iteration 70Q: 3 clusters Score -2643916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2643919.750000 Penalty: 4823.401367
	Iteration 71Q: 3 clusters Score -2643920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2643925.250000 Penalty: 4823.401367
	Iteration 72Q: 3 clusters Score -2643925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2643923.500000 Penalty: 4823.401367
	Iteration 73Q: 3 clusters Score -2643924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2643931.000000 Penalty: 4823.401367
	Iteration 74Q: 3 clusters Score -2643931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2643936.000000 Penalty: 4823.401367
	Iteration 75Q: 3 clusters Score -2643936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2643939.750000 Penalty: 4823.401367
	Iteration 76Q: 3 clusters Score -2643940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2643939.000000 Penalty: 4823.401367
	Iteration 77Q: 3 clusters Score -2643939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2643945.000000 Penalty: 4823.401367
	Iteration 78Q: 3 clusters Score -2643945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2643945.000000 Penalty: 4823.401367
	Iteration 79Q: 3 clusters Score -2643945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2643943.250000 Penalty: 4823.401367
	Iteration 80F: 3 clusters Score -2643943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2643941.000000 Penalty: 4823.401367
	Iteration 81Q: 3 clusters Score -2643941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2643942.500000 Penalty: 4823.401367
	Iteration 82Q: 3 clusters Score -2643942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2643946.750000 Penalty: 4823.401367
	Iteration 83Q: 3 clusters Score -2643947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2643949.250000 Penalty: 4823.401367
	Iteration 84Q: 3 clusters Score -2643949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2643947.250000 Penalty: 4823.401367
	Iteration 85Q: 3 clusters Score -2643947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2643953.250000 Penalty: 4823.401367
	Iteration 86Q: 3 clusters Score -2643953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2643956.750000 Penalty: 4823.401367
	Iteration 87Q: 3 clusters Score -2643957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2643955.000000 Penalty: 4823.401367
	Iteration 88Q: 3 clusters Score -2643955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2643954.500000 Penalty: 4823.401367
	Iteration 89Q: 3 clusters Score -2643954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2643952.000000 Penalty: 4823.401367
	Iteration 90Q: 3 clusters Score -2643952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2643956.750000 Penalty: 4823.401367
	Iteration 91Q: 3 clusters Score -2643957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2643954.250000 Penalty: 4823.401367
	Iteration 92Q: 3 clusters Score -2643954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2643954.250000 Penalty: 4823.401367
	Iteration 93Q: 3 clusters Score -2643954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2643956.500000 Penalty: 4823.401367
	Iteration 94Q: 3 clusters Score -2643956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2643957.000000 Penalty: 4823.401367
	Iteration 95Q: 3 clusters Score -2643957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2643955.500000 Penalty: 4823.401367
	Iteration 96Q: 3 clusters Score -2643956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2643955.750000 Penalty: 4823.401367
	Iteration 97Q: 3 clusters Score -2643956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2643955.750000 Penalty: 4823.401367
	Iteration 98F: 3 clusters Score -2643956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -56756.746094 Penalty: 1494.414795
	Iteration 0F: 2 clusters Score -56756.75 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 207 members 
Entering Unmasked Estep 
Score: -55447.125000 Penalty: 2988.829590
	Iteration 0F: 3 clusters Score -55447.12 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55634.945312 Penalty: 2988.829590
	Iteration 1F: 3 clusters Score -55634.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -55684.050781 Penalty: 2988.829590
	Iteration 2Q: 3 clusters Score -55684.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55709.597656 Penalty: 2988.829590
	Iteration 3Q: 3 clusters Score -55709.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -55740.750000 Penalty: 2988.829590
	Iteration 4Q: 3 clusters Score -55740.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55757.500000 Penalty: 2988.829590
	Iteration 5Q: 3 clusters Score -55757.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55769.261719 Penalty: 2988.829590
	Iteration 6Q: 3 clusters Score -55769.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -55771.425781 Penalty: 2988.829590
	Iteration 7Q: 3 clusters Score -55771.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -55771.425781 Penalty: 2988.829590
	Iteration 8F: 3 clusters Score -55771.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (39580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Entering Unmasked Estep 
Score: -6244979.500000 Penalty: 2625.347656
	Iteration 0F: 2 clusters Score -6244980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -6218217.500000 Penalty: 5250.695312
	Iteration 0F: 3 clusters Score -6218218 nChanged 18090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -6228197.000000 Penalty: 5250.695312
	Iteration 1F: 3 clusters Score -6228197 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -6228948.000000 Penalty: 5250.695312
	Iteration 2Q: 3 clusters Score -6228948 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -6229769.500000 Penalty: 5250.695312
	Iteration 3Q: 3 clusters Score -6229770 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -6230700.000000 Penalty: 5250.695312
	Iteration 4Q: 3 clusters Score -6230700 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -6231779.000000 Penalty: 5250.695312
	Iteration 5F: 3 clusters Score -6231779 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -6232855.000000 Penalty: 5250.695312
	Iteration 6F: 3 clusters Score -6232855 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -6233965.500000 Penalty: 5250.695312
	Iteration 7F: 3 clusters Score -6233966 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -6234868.500000 Penalty: 5250.695312
	Iteration 8Q: 3 clusters Score -6234868 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -6235905.500000 Penalty: 5250.695312
	Iteration 9Q: 3 clusters Score -6235906 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -6237063.000000 Penalty: 5250.695312
	Iteration 10Q: 3 clusters Score -6237063 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -6238427.500000 Penalty: 5250.695312
	Iteration 11Q: 3 clusters Score -6238428 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -6239672.000000 Penalty: 5250.695312
	Iteration 12Q: 3 clusters Score -6239672 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -6240513.000000 Penalty: 5250.695312
	Iteration 13Q: 3 clusters Score -6240513 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -6240919.000000 Penalty: 5250.695312
	Iteration 14Q: 3 clusters Score -6240919 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -6241126.500000 Penalty: 5250.695312
	Iteration 15Q: 3 clusters Score -6241126 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -6241325.500000 Penalty: 5250.695312
	Iteration 16Q: 3 clusters Score -6241326 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -6241497.000000 Penalty: 5250.695312
	Iteration 17Q: 3 clusters Score -6241497 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -6241724.000000 Penalty: 5250.695312
	Iteration 18Q: 3 clusters Score -6241724 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -6241958.500000 Penalty: 5250.695312
	Iteration 19Q: 3 clusters Score -6241958 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -6242182.000000 Penalty: 5250.695312
	Iteration 20F: 3 clusters Score -6242182 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -6242341.000000 Penalty: 5250.695312
	Iteration 21Q: 3 clusters Score -6242341 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -6242428.000000 Penalty: 5250.695312
	Iteration 22Q: 3 clusters Score -6242428 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -6242506.500000 Penalty: 5250.695312
	Iteration 23Q: 3 clusters Score -6242506 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -6242541.000000 Penalty: 5250.695312
	Iteration 24Q: 3 clusters Score -6242541 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -6242607.000000 Penalty: 5250.695312
	Iteration 25Q: 3 clusters Score -6242607 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -6242651.000000 Penalty: 5250.695312
	Iteration 26Q: 3 clusters Score -6242651 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -6242678.500000 Penalty: 5250.695312
	Iteration 27Q: 3 clusters Score -6242678 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -6242725.500000 Penalty: 5250.695312
	Iteration 28Q: 3 clusters Score -6242726 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -6242743.500000 Penalty: 5250.695312
	Iteration 29Q: 3 clusters Score -6242744 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -6242768.000000 Penalty: 5250.695312
	Iteration 30Q: 3 clusters Score -6242768 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -6242811.500000 Penalty: 5250.695312
	Iteration 31Q: 3 clusters Score -6242812 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -6242822.500000 Penalty: 5250.695312
	Iteration 32Q: 3 clusters Score -6242822 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -6242824.000000 Penalty: 5250.695312
	Iteration 33Q: 3 clusters Score -6242824 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -6242886.000000 Penalty: 5250.695312
	Iteration 34Q: 3 clusters Score -6242886 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -6242925.000000 Penalty: 5250.695312
	Iteration 35Q: 3 clusters Score -6242925 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -6242947.500000 Penalty: 5250.695312
	Iteration 36Q: 3 clusters Score -6242948 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -6242984.500000 Penalty: 5250.695312
	Iteration 37Q: 3 clusters Score -6242984 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -6242998.000000 Penalty: 5250.695312
	Iteration 38Q: 3 clusters Score -6242998 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -6243000.000000 Penalty: 5250.695312
	Iteration 39Q: 3 clusters Score -6243000 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -6243009.000000 Penalty: 5250.695312
	Iteration 40F: 3 clusters Score -6243009 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -6243007.500000 Penalty: 5250.695312
	Iteration 41Q: 3 clusters Score -6243008 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -6243038.000000 Penalty: 5250.695312
	Iteration 42Q: 3 clusters Score -6243038 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -6243056.500000 Penalty: 5250.695312
	Iteration 43Q: 3 clusters Score -6243056 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -6243085.000000 Penalty: 5250.695312
	Iteration 44Q: 3 clusters Score -6243085 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -6243104.500000 Penalty: 5250.695312
	Iteration 45Q: 3 clusters Score -6243104 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -6243105.500000 Penalty: 5250.695312
	Iteration 46Q: 3 clusters Score -6243106 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -6243111.000000 Penalty: 5250.695312
	Iteration 47Q: 3 clusters Score -6243111 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -6243123.000000 Penalty: 5250.695312
	Iteration 48Q: 3 clusters Score -6243123 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -6243142.500000 Penalty: 5250.695312
	Iteration 49Q: 3 clusters Score -6243142 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -6243162.500000 Penalty: 5250.695312
	Iteration 50Q: 3 clusters Score -6243162 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -6243179.500000 Penalty: 5250.695312
	Iteration 51Q: 3 clusters Score -6243180 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -6243171.500000 Penalty: 5250.695312
	Iteration 52Q: 3 clusters Score -6243172 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -6243176.000000 Penalty: 5250.695312
	Iteration 53Q: 3 clusters Score -6243176 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -6243182.000000 Penalty: 5250.695312
	Iteration 54Q: 3 clusters Score -6243182 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -6243181.500000 Penalty: 5250.695312
	Iteration 55Q: 3 clusters Score -6243182 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -6243203.000000 Penalty: 5250.695312
	Iteration 56Q: 3 clusters Score -6243203 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -6243218.500000 Penalty: 5250.695312
	Iteration 57Q: 3 clusters Score -6243218 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -6243218.500000 Penalty: 5250.695312
	Iteration 58Q: 3 clusters Score -6243218 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -6243226.500000 Penalty: 5250.695312
	Iteration 59Q: 3 clusters Score -6243226 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -6243239.000000 Penalty: 5250.695312
	Iteration 60F: 3 clusters Score -6243239 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -6243258.500000 Penalty: 5250.695312
	Iteration 61Q: 3 clusters Score -6243258 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -6243268.000000 Penalty: 5250.695312
	Iteration 62Q: 3 clusters Score -6243268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -6243291.500000 Penalty: 5250.695312
	Iteration 63Q: 3 clusters Score -6243292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -6243276.500000 Penalty: 5250.695312
	Iteration 64Q: 3 clusters Score -6243276 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -6243281.500000 Penalty: 5250.695312
	Iteration 65Q: 3 clusters Score -6243282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -6243289.000000 Penalty: 5250.695312
	Iteration 66Q: 3 clusters Score -6243289 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -6243296.000000 Penalty: 5250.695312
	Iteration 67Q: 3 clusters Score -6243296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -6243308.000000 Penalty: 5250.695312
	Iteration 68Q: 3 clusters Score -6243308 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -6243311.000000 Penalty: 5250.695312
	Iteration 69Q: 3 clusters Score -6243311 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -6243321.500000 Penalty: 5250.695312
	Iteration 70Q: 3 clusters Score -6243322 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -6243315.500000 Penalty: 5250.695312
	Iteration 71Q: 3 clusters Score -6243316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -6243326.500000 Penalty: 5250.695312
	Iteration 72Q: 3 clusters Score -6243326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -6243327.500000 Penalty: 5250.695312
	Iteration 73Q: 3 clusters Score -6243328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -6243332.500000 Penalty: 5250.695312
	Iteration 74Q: 3 clusters Score -6243332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -6243352.000000 Penalty: 5250.695312
	Iteration 75Q: 3 clusters Score -6243352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -6243345.500000 Penalty: 5250.695312
	Iteration 76Q: 3 clusters Score -6243346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -6243354.500000 Penalty: 5250.695312
	Iteration 77Q: 3 clusters Score -6243354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -6243372.000000 Penalty: 5250.695312
	Iteration 78Q: 3 clusters Score -6243372 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -6243371.000000 Penalty: 5250.695312
	Iteration 79Q: 3 clusters Score -6243371 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -6243380.500000 Penalty: 5250.695312
	Iteration 80F: 3 clusters Score -6243380 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -6243381.500000 Penalty: 5250.695312
	Iteration 81Q: 3 clusters Score -6243382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -6243388.000000 Penalty: 5250.695312
	Iteration 82Q: 3 clusters Score -6243388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -6243390.000000 Penalty: 5250.695312
	Iteration 83Q: 3 clusters Score -6243390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -6243399.000000 Penalty: 5250.695312
	Iteration 84Q: 3 clusters Score -6243399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -6243396.500000 Penalty: 5250.695312
	Iteration 85Q: 3 clusters Score -6243396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -6243403.000000 Penalty: 5250.695312
	Iteration 86Q: 3 clusters Score -6243403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -6243398.000000 Penalty: 5250.695312
	Iteration 87Q: 3 clusters Score -6243398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -6243408.000000 Penalty: 5250.695312
	Iteration 88Q: 3 clusters Score -6243408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -6243400.500000 Penalty: 5250.695312
	Iteration 89Q: 3 clusters Score -6243400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -6243405.000000 Penalty: 5250.695312
	Iteration 90Q: 3 clusters Score -6243405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -6243404.000000 Penalty: 5250.695312
	Iteration 91Q: 3 clusters Score -6243404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -6243405.500000 Penalty: 5250.695312
	Iteration 92Q: 3 clusters Score -6243406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -6243408.500000 Penalty: 5250.695312
	Iteration 93Q: 3 clusters Score -6243408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -6243405.500000 Penalty: 5250.695312
	Iteration 94Q: 3 clusters Score -6243406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -6243404.500000 Penalty: 5250.695312
	Iteration 95Q: 3 clusters Score -6243404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -6243406.000000 Penalty: 5250.695312
	Iteration 96Q: 3 clusters Score -6243406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -6243410.500000 Penalty: 5250.695312
	Iteration 97Q: 3 clusters Score -6243410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -6243410.500000 Penalty: 5250.695312
	Iteration 98Q: 3 clusters Score -6243410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -6243413.500000 Penalty: 5250.695312
	Iteration 99Q: 3 clusters Score -6243414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -6243414.500000 Penalty: 5250.695312
	Iteration 100F: 3 clusters Score -6243414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -6243410.000000 Penalty: 5250.695312
	Iteration 101Q: 3 clusters Score -6243410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -6243413.500000 Penalty: 5250.695312
	Iteration 102Q: 3 clusters Score -6243414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -6243416.000000 Penalty: 5250.695312
	Iteration 103Q: 3 clusters Score -6243416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -6243414.000000 Penalty: 5250.695312
	Iteration 104Q: 3 clusters Score -6243414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -6243416.500000 Penalty: 5250.695312
	Iteration 105Q: 3 clusters Score -6243416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -6243415.000000 Penalty: 5250.695312
	Iteration 106Q: 3 clusters Score -6243415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -6243416.000000 Penalty: 5250.695312
	Iteration 107Q: 3 clusters Score -6243416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -6243416.000000 Penalty: 5250.695312
	Iteration 108F: 3 clusters Score -6243416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Entering Unmasked Estep 
Score: -529677.562500 Penalty: 2022.173340
	Iteration 0F: 2 clusters Score -529677.6 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 1736 members 
Entering Unmasked Estep 
Score: -526120.875000 Penalty: 4044.346680
	Iteration 0F: 3 clusters Score -526120.9 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -526979.812500 Penalty: 4044.346680
	Iteration 1F: 3 clusters Score -526979.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -527126.562500 Penalty: 4044.346680
	Iteration 2F: 3 clusters Score -527126.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -527197.562500 Penalty: 4044.346680
	Iteration 3Q: 3 clusters Score -527197.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -527257.437500 Penalty: 4044.346680
	Iteration 4Q: 3 clusters Score -527257.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -527304.312500 Penalty: 4044.346680
	Iteration 5Q: 3 clusters Score -527304.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -527342.562500 Penalty: 4044.346680
	Iteration 6Q: 3 clusters Score -527342.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -527386.875000 Penalty: 4044.346680
	Iteration 7Q: 3 clusters Score -527386.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -527420.187500 Penalty: 4044.346680
	Iteration 8Q: 3 clusters Score -527420.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -527447.000000 Penalty: 4044.346680
	Iteration 9Q: 3 clusters Score -527447 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -527478.312500 Penalty: 4044.346680
	Iteration 10Q: 3 clusters Score -527478.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -527516.812500 Penalty: 4044.346680
	Iteration 11Q: 3 clusters Score -527516.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -527558.562500 Penalty: 4044.346680
	Iteration 12Q: 3 clusters Score -527558.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -527609.000000 Penalty: 4044.346680
	Iteration 13Q: 3 clusters Score -527609 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -527663.562500 Penalty: 4044.346680
	Iteration 14Q: 3 clusters Score -527663.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -527726.687500 Penalty: 4044.346680
	Iteration 15Q: 3 clusters Score -527726.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -527818.750000 Penalty: 4044.346680
	Iteration 16Q: 3 clusters Score -527818.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -527967.250000 Penalty: 4044.346680
	Iteration 17Q: 3 clusters Score -527967.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -528199.437500 Penalty: 4044.346680
	Iteration 18Q: 3 clusters Score -528199.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -528550.500000 Penalty: 4044.346680
	Iteration 19Q: 3 clusters Score -528550.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -528925.312500 Penalty: 4044.346680
	Iteration 20F: 3 clusters Score -528925.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -529149.187500 Penalty: 4044.346680
	Iteration 21Q: 3 clusters Score -529149.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -529282.687500 Penalty: 4044.346680
	Iteration 22Q: 3 clusters Score -529282.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -529365.000000 Penalty: 4044.346680
	Iteration 23Q: 3 clusters Score -529365 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -529416.500000 Penalty: 4044.346680
	Iteration 24Q: 3 clusters Score -529416.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -529447.750000 Penalty: 4044.346680
	Iteration 25Q: 3 clusters Score -529447.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -529480.375000 Penalty: 4044.346680
	Iteration 26Q: 3 clusters Score -529480.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -529521.875000 Penalty: 4044.346680
	Iteration 27Q: 3 clusters Score -529521.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -529545.937500 Penalty: 4044.346680
	Iteration 28Q: 3 clusters Score -529545.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -529566.375000 Penalty: 4044.346680
	Iteration 29Q: 3 clusters Score -529566.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -529588.500000 Penalty: 4044.346680
	Iteration 30Q: 3 clusters Score -529588.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -529619.500000 Penalty: 4044.346680
	Iteration 31Q: 3 clusters Score -529619.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -529664.750000 Penalty: 4044.346680
	Iteration 32Q: 3 clusters Score -529664.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -529726.875000 Penalty: 4044.346680
	Iteration 33Q: 3 clusters Score -529726.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -529811.562500 Penalty: 4044.346680
	Iteration 34Q: 3 clusters Score -529811.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -529982.187500 Penalty: 4044.346680
	Iteration 35Q: 3 clusters Score -529982.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -530142.750000 Penalty: 4044.346680
	Iteration 36Q: 3 clusters Score -530142.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -530179.437500 Penalty: 4044.346680
	Iteration 37Q: 3 clusters Score -530179.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -530185.875000 Penalty: 4044.346680
	Iteration 38Q: 3 clusters Score -530185.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -530187.937500 Penalty: 4044.346680
	Iteration 39Q: 3 clusters Score -530187.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -530187.937500 Penalty: 4044.346680
	Iteration 40F: 3 clusters Score -530187.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 33192 members 
Mstep: Class 3 contains 110215 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 6986 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 15965 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 30381 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 11267 members 
Mstep: Class 16 contains 83417 members 
Mstep: Class 17 contains 4927 members 
Mstep: Class 18 contains 7175 members 
Mstep: Class 19 contains 32450 members 
Mstep: Class 20 contains 4356 members 
Mstep: Class 21 contains 7339 members 
Mstep: Class 22 contains 97570 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 270 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 16743 members 
Mstep: Class 30 contains 3005 members 
Mstep: Class 31 contains 54497 members 
Mstep: Class 32 contains 12365 members 
Mstep: Class 33 contains 10602 members 
Mstep: Class 34 contains 19540 members 
Mstep: Class 35 contains 2962 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 218 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 10999 members 
Mstep: Class 41 contains 2764 members 
Mstep: Class 42 contains 3708 members 
Mstep: Class 43 contains 8887 members 
Mstep: Class 44 contains 349 members 
Mstep: Class 45 contains 16724 members 
Mstep: Class 46 contains 414 members 
Mstep: Class 47 contains 39580 members 
Mstep: Class 48 contains 1643 members 
Mstep: Class 49 contains 21211 members 
Mstep: Class 50 contains 3640 members 
Mstep: Class 51 contains 3850 members 
Mstep: Class 52 contains 12001 members 
Mstep: Class 53 contains 983 members 
Mstep: Class 54 contains 2727 members 
Mstep: Class 55 contains 1834 members 
Entering Unmasked Estep 
Score: -122576688.000000 Penalty: 185416.921875
Splitting cluster 48 changes total score from -122577800.000000 to -122576688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (21211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Entering Unmasked Estep 
Score: -3323816.250000 Penalty: 2470.644287
	Iteration 0F: 2 clusters Score -3323816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3308846.750000 Penalty: 4941.288574
	Iteration 0F: 3 clusters Score -3308847 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3313963.000000 Penalty: 4941.288574
	Iteration 1F: 3 clusters Score -3313963 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3314379.750000 Penalty: 4941.288574
	Iteration 2F: 3 clusters Score -3314380 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -3314757.000000 Penalty: 4941.288574
	Iteration 3Q: 3 clusters Score -3314757 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3315114.500000 Penalty: 4941.288574
	Iteration 4Q: 3 clusters Score -3315114 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3315527.250000 Penalty: 4941.288574
	Iteration 5Q: 3 clusters Score -3315527 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -3316099.750000 Penalty: 4941.288574
	Iteration 6Q: 3 clusters Score -3316100 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -3316821.250000 Penalty: 4941.288574
	Iteration 7F: 3 clusters Score -3316821 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -3317658.750000 Penalty: 4941.288574
	Iteration 8F: 3 clusters Score -3317659 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3318576.750000 Penalty: 4941.288574
	Iteration 9F: 3 clusters Score -3318577 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3319378.750000 Penalty: 4941.288574
	Iteration 10F: 3 clusters Score -3319379 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -3320020.250000 Penalty: 4941.288574
	Iteration 11Q: 3 clusters Score -3320020 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -3320451.750000 Penalty: 4941.288574
	Iteration 12Q: 3 clusters Score -3320452 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3320761.750000 Penalty: 4941.288574
	Iteration 13Q: 3 clusters Score -3320762 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3320985.500000 Penalty: 4941.288574
	Iteration 14Q: 3 clusters Score -3320986 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3321134.250000 Penalty: 4941.288574
	Iteration 15Q: 3 clusters Score -3321134 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3321262.500000 Penalty: 4941.288574
	Iteration 16Q: 3 clusters Score -3321262 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3321355.500000 Penalty: 4941.288574
	Iteration 17Q: 3 clusters Score -3321356 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3321440.750000 Penalty: 4941.288574
	Iteration 18Q: 3 clusters Score -3321441 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3321501.750000 Penalty: 4941.288574
	Iteration 19Q: 3 clusters Score -3321502 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3321556.500000 Penalty: 4941.288574
	Iteration 20F: 3 clusters Score -3321556 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3321601.250000 Penalty: 4941.288574
	Iteration 21Q: 3 clusters Score -3321601 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3321652.250000 Penalty: 4941.288574
	Iteration 22Q: 3 clusters Score -3321652 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3321703.750000 Penalty: 4941.288574
	Iteration 23Q: 3 clusters Score -3321704 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3321743.500000 Penalty: 4941.288574
	Iteration 24Q: 3 clusters Score -3321744 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3321773.750000 Penalty: 4941.288574
	Iteration 25Q: 3 clusters Score -3321774 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3321804.500000 Penalty: 4941.288574
	Iteration 26Q: 3 clusters Score -3321804 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3321853.500000 Penalty: 4941.288574
	Iteration 27Q: 3 clusters Score -3321854 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3321881.250000 Penalty: 4941.288574
	Iteration 28Q: 3 clusters Score -3321881 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3321900.500000 Penalty: 4941.288574
	Iteration 29Q: 3 clusters Score -3321900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3321917.500000 Penalty: 4941.288574
	Iteration 30Q: 3 clusters Score -3321918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3321928.250000 Penalty: 4941.288574
	Iteration 31Q: 3 clusters Score -3321928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3321943.750000 Penalty: 4941.288574
	Iteration 32Q: 3 clusters Score -3321944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3321954.250000 Penalty: 4941.288574
	Iteration 33Q: 3 clusters Score -3321954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3321951.250000 Penalty: 4941.288574
	Iteration 34Q: 3 clusters Score -3321951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3321956.750000 Penalty: 4941.288574
	Iteration 35Q: 3 clusters Score -3321957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3321972.250000 Penalty: 4941.288574
	Iteration 36Q: 3 clusters Score -3321972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3321978.750000 Penalty: 4941.288574
	Iteration 37Q: 3 clusters Score -3321979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3321989.500000 Penalty: 4941.288574
	Iteration 38Q: 3 clusters Score -3321990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3321986.500000 Penalty: 4941.288574
	Iteration 39Q: 3 clusters Score -3321986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3322001.250000 Penalty: 4941.288574
	Iteration 40F: 3 clusters Score -3322001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3322009.000000 Penalty: 4941.288574
	Iteration 41Q: 3 clusters Score -3322009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3322011.750000 Penalty: 4941.288574
	Iteration 42Q: 3 clusters Score -3322012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3322025.250000 Penalty: 4941.288574
	Iteration 43Q: 3 clusters Score -3322025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3322029.500000 Penalty: 4941.288574
	Iteration 44Q: 3 clusters Score -3322030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3322042.250000 Penalty: 4941.288574
	Iteration 45Q: 3 clusters Score -3322042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3322048.000000 Penalty: 4941.288574
	Iteration 46Q: 3 clusters Score -3322048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3322058.000000 Penalty: 4941.288574
	Iteration 47Q: 3 clusters Score -3322058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3322060.500000 Penalty: 4941.288574
	Iteration 48Q: 3 clusters Score -3322060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3322063.750000 Penalty: 4941.288574
	Iteration 49Q: 3 clusters Score -3322064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3322062.250000 Penalty: 4941.288574
	Iteration 50Q: 3 clusters Score -3322062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3322071.250000 Penalty: 4941.288574
	Iteration 51Q: 3 clusters Score -3322071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3322077.500000 Penalty: 4941.288574
	Iteration 52Q: 3 clusters Score -3322078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3322074.250000 Penalty: 4941.288574
	Iteration 53Q: 3 clusters Score -3322074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3322080.250000 Penalty: 4941.288574
	Iteration 54Q: 3 clusters Score -3322080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3322084.000000 Penalty: 4941.288574
	Iteration 55Q: 3 clusters Score -3322084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3322091.500000 Penalty: 4941.288574
	Iteration 56Q: 3 clusters Score -3322092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3322095.000000 Penalty: 4941.288574
	Iteration 57Q: 3 clusters Score -3322095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3322102.500000 Penalty: 4941.288574
	Iteration 58Q: 3 clusters Score -3322102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3322104.000000 Penalty: 4941.288574
	Iteration 59Q: 3 clusters Score -3322104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3322106.250000 Penalty: 4941.288574
	Iteration 60F: 3 clusters Score -3322106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3322107.000000 Penalty: 4941.288574
	Iteration 61Q: 3 clusters Score -3322107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3322111.750000 Penalty: 4941.288574
	Iteration 62Q: 3 clusters Score -3322112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3322114.750000 Penalty: 4941.288574
	Iteration 63Q: 3 clusters Score -3322115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3322118.500000 Penalty: 4941.288574
	Iteration 64Q: 3 clusters Score -3322118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3322120.500000 Penalty: 4941.288574
	Iteration 65Q: 3 clusters Score -3322120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3322124.250000 Penalty: 4941.288574
	Iteration 66Q: 3 clusters Score -3322124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3322125.000000 Penalty: 4941.288574
	Iteration 67Q: 3 clusters Score -3322125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3322124.500000 Penalty: 4941.288574
	Iteration 68Q: 3 clusters Score -3322124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3322124.000000 Penalty: 4941.288574
	Iteration 69Q: 3 clusters Score -3322124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3322124.000000 Penalty: 4941.288574
	Iteration 70F: 3 clusters Score -3322124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (3640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Entering Unmasked Estep 
Score: -559548.437500 Penalty: 2033.535156
	Iteration 0F: 2 clusters Score -559548.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -555881.937500 Penalty: 4067.070312
	Iteration 0F: 3 clusters Score -555881.9 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -556694.062500 Penalty: 4067.070312
	Iteration 1F: 3 clusters Score -556694.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -556944.625000 Penalty: 4067.070312
	Iteration 2F: 3 clusters Score -556944.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -557093.437500 Penalty: 4067.070312
	Iteration 3F: 3 clusters Score -557093.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -557197.687500 Penalty: 4067.070312
	Iteration 4Q: 3 clusters Score -557197.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -557280.187500 Penalty: 4067.070312
	Iteration 5Q: 3 clusters Score -557280.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -557368.625000 Penalty: 4067.070312
	Iteration 6Q: 3 clusters Score -557368.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -557456.562500 Penalty: 4067.070312
	Iteration 7Q: 3 clusters Score -557456.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -557540.000000 Penalty: 4067.070312
	Iteration 8Q: 3 clusters Score -557540 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -557626.312500 Penalty: 4067.070312
	Iteration 9Q: 3 clusters Score -557626.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -557719.625000 Penalty: 4067.070312
	Iteration 10Q: 3 clusters Score -557719.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -557804.750000 Penalty: 4067.070312
	Iteration 11Q: 3 clusters Score -557804.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -557888.312500 Penalty: 4067.070312
	Iteration 12Q: 3 clusters Score -557888.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -557973.000000 Penalty: 4067.070312
	Iteration 13Q: 3 clusters Score -557973 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -558047.062500 Penalty: 4067.070312
	Iteration 14Q: 3 clusters Score -558047.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -558117.437500 Penalty: 4067.070312
	Iteration 15Q: 3 clusters Score -558117.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -558166.437500 Penalty: 4067.070312
	Iteration 16Q: 3 clusters Score -558166.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -558215.687500 Penalty: 4067.070312
	Iteration 17Q: 3 clusters Score -558215.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -558250.375000 Penalty: 4067.070312
	Iteration 18Q: 3 clusters Score -558250.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -558270.562500 Penalty: 4067.070312
	Iteration 19Q: 3 clusters Score -558270.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -558290.250000 Penalty: 4067.070312
	Iteration 20F: 3 clusters Score -558290.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -558310.437500 Penalty: 4067.070312
	Iteration 21Q: 3 clusters Score -558310.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -558333.500000 Penalty: 4067.070312
	Iteration 22Q: 3 clusters Score -558333.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -558357.562500 Penalty: 4067.070312
	Iteration 23Q: 3 clusters Score -558357.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -558382.000000 Penalty: 4067.070312
	Iteration 24Q: 3 clusters Score -558382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -558405.062500 Penalty: 4067.070312
	Iteration 25Q: 3 clusters Score -558405.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -558417.062500 Penalty: 4067.070312
	Iteration 26Q: 3 clusters Score -558417.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -558430.000000 Penalty: 4067.070312
	Iteration 27Q: 3 clusters Score -558430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -558439.250000 Penalty: 4067.070312
	Iteration 28Q: 3 clusters Score -558439.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -558445.562500 Penalty: 4067.070312
	Iteration 29Q: 3 clusters Score -558445.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -558450.500000 Penalty: 4067.070312
	Iteration 30Q: 3 clusters Score -558450.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -558451.875000 Penalty: 4067.070312
	Iteration 31Q: 3 clusters Score -558451.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -558454.437500 Penalty: 4067.070312
	Iteration 32Q: 3 clusters Score -558454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -558455.500000 Penalty: 4067.070312
	Iteration 33Q: 3 clusters Score -558455.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -558455.500000 Penalty: 4067.070312
	Iteration 34F: 3 clusters Score -558455.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -594614.750000 Penalty: 2047.445557
	Iteration 0F: 2 clusters Score -594614.8 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: -590826.875000 Penalty: 4094.891113
	Iteration 0F: 3 clusters Score -590826.9 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -591629.187500 Penalty: 4094.891113
	Iteration 1F: 3 clusters Score -591629.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -591792.375000 Penalty: 4094.891113
	Iteration 2F: 3 clusters Score -591792.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -591892.062500 Penalty: 4094.891113
	Iteration 3Q: 3 clusters Score -591892.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -591960.625000 Penalty: 4094.891113
	Iteration 4Q: 3 clusters Score -591960.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -592007.750000 Penalty: 4094.891113
	Iteration 5Q: 3 clusters Score -592007.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -592048.562500 Penalty: 4094.891113
	Iteration 6Q: 3 clusters Score -592048.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -592076.500000 Penalty: 4094.891113
	Iteration 7Q: 3 clusters Score -592076.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -592104.250000 Penalty: 4094.891113
	Iteration 8Q: 3 clusters Score -592104.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -592132.750000 Penalty: 4094.891113
	Iteration 9Q: 3 clusters Score -592132.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -592160.125000 Penalty: 4094.891113
	Iteration 10Q: 3 clusters Score -592160.1 nChanged 49
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: -592180.375000 Penalty: 4094.891113
	Iteration 11Q: 3 clusters Score -592180.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -592197.562500 Penalty: 4094.891113
	Iteration 12Q: 3 clusters Score -592197.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -592216.625000 Penalty: 4094.891113
	Iteration 13Q: 3 clusters Score -592216.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -592236.375000 Penalty: 4094.891113
	Iteration 14Q: 3 clusters Score -592236.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -592259.437500 Penalty: 4094.891113
	Iteration 15Q: 3 clusters Score -592259.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -592275.187500 Penalty: 4094.891113
	Iteration 16Q: 3 clusters Score -592275.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -592288.375000 Penalty: 4094.891113
	Iteration 17Q: 3 clusters Score -592288.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -592305.750000 Penalty: 4094.891113
	Iteration 18Q: 3 clusters Score -592305.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -592318.687500 Penalty: 4094.891113
	Iteration 19Q: 3 clusters Score -592318.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -592332.687500 Penalty: 4094.891113
	Iteration 20F: 3 clusters Score -592332.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -592348.562500 Penalty: 4094.891113
	Iteration 21Q: 3 clusters Score -592348.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -592358.812500 Penalty: 4094.891113
	Iteration 22Q: 3 clusters Score -592358.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -592378.812500 Penalty: 4094.891113
	Iteration 23Q: 3 clusters Score -592378.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -592405.750000 Penalty: 4094.891113
	Iteration 24Q: 3 clusters Score -592405.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -592428.625000 Penalty: 4094.891113
	Iteration 25Q: 3 clusters Score -592428.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -592447.562500 Penalty: 4094.891113
	Iteration 26Q: 3 clusters Score -592447.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -592480.312500 Penalty: 4094.891113
	Iteration 27Q: 3 clusters Score -592480.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -592554.375000 Penalty: 4094.891113
	Iteration 28Q: 3 clusters Score -592554.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -592680.312500 Penalty: 4094.891113
	Iteration 29Q: 3 clusters Score -592680.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -592858.187500 Penalty: 4094.891113
	Iteration 30Q: 3 clusters Score -592858.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -593097.562500 Penalty: 4094.891113
	Iteration 31Q: 3 clusters Score -593097.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -593304.125000 Penalty: 4094.891113
	Iteration 32Q: 3 clusters Score -593304.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -593457.750000 Penalty: 4094.891113
	Iteration 33Q: 3 clusters Score -593457.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -593581.875000 Penalty: 4094.891113
	Iteration 34Q: 3 clusters Score -593581.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -593740.625000 Penalty: 4094.891113
	Iteration 35Q: 3 clusters Score -593740.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -593886.250000 Penalty: 4094.891113
	Iteration 36Q: 3 clusters Score -593886.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -593982.562500 Penalty: 4094.891113
	Iteration 37Q: 3 clusters Score -593982.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -594045.562500 Penalty: 4094.891113
	Iteration 38Q: 3 clusters Score -594045.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -594077.937500 Penalty: 4094.891113
	Iteration 39Q: 3 clusters Score -594077.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -594090.812500 Penalty: 4094.891113
	Iteration 40F: 3 clusters Score -594090.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -594097.312500 Penalty: 4094.891113
	Iteration 41Q: 3 clusters Score -594097.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -594101.500000 Penalty: 4094.891113
	Iteration 42Q: 3 clusters Score -594101.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -594104.000000 Penalty: 4094.891113
	Iteration 43Q: 3 clusters Score -594104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -594107.062500 Penalty: 4094.891113
	Iteration 44Q: 3 clusters Score -594107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -594107.812500 Penalty: 4094.891113
	Iteration 45Q: 3 clusters Score -594107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -594108.312500 Penalty: 4094.891113
	Iteration 46Q: 3 clusters Score -594108.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -594108.312500 Penalty: 4094.891113
	Iteration 47F: 3 clusters Score -594108.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (12001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Entering Unmasked Estep 
Score: -1949644.500000 Penalty: 2329.400879
	Iteration 0F: 2 clusters Score -1949644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1940730.625000 Penalty: 4658.801758
	Iteration 0F: 3 clusters Score -1940731 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1943351.000000 Penalty: 4658.801758
	Iteration 1F: 3 clusters Score -1943351 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1943649.750000 Penalty: 4658.801758
	Iteration 2F: 3 clusters Score -1943650 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1943837.375000 Penalty: 4658.801758
	Iteration 3Q: 3 clusters Score -1943837 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1943987.000000 Penalty: 4658.801758
	Iteration 4Q: 3 clusters Score -1943987 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1944077.750000 Penalty: 4658.801758
	Iteration 5Q: 3 clusters Score -1944078 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1944171.250000 Penalty: 4658.801758
	Iteration 6Q: 3 clusters Score -1944171 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1944258.375000 Penalty: 4658.801758
	Iteration 7Q: 3 clusters Score -1944258 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1944342.875000 Penalty: 4658.801758
	Iteration 8Q: 3 clusters Score -1944343 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1944452.750000 Penalty: 4658.801758
	Iteration 9Q: 3 clusters Score -1944453 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1944593.125000 Penalty: 4658.801758
	Iteration 10Q: 3 clusters Score -1944593 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1944776.750000 Penalty: 4658.801758
	Iteration 11Q: 3 clusters Score -1944777 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1945014.875000 Penalty: 4658.801758
	Iteration 12Q: 3 clusters Score -1945015 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1945324.250000 Penalty: 4658.801758
	Iteration 13Q: 3 clusters Score -1945324 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1945727.125000 Penalty: 4658.801758
	Iteration 14Q: 3 clusters Score -1945727 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1946108.000000 Penalty: 4658.801758
	Iteration 15Q: 3 clusters Score -1946108 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1946462.375000 Penalty: 4658.801758
	Iteration 16Q: 3 clusters Score -1946462 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1946773.500000 Penalty: 4658.801758
	Iteration 17Q: 3 clusters Score -1946774 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1947022.875000 Penalty: 4658.801758
	Iteration 18Q: 3 clusters Score -1947023 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1947191.125000 Penalty: 4658.801758
	Iteration 19Q: 3 clusters Score -1947191 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1947311.625000 Penalty: 4658.801758
	Iteration 20F: 3 clusters Score -1947312 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1947390.375000 Penalty: 4658.801758
	Iteration 21Q: 3 clusters Score -1947390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1947450.875000 Penalty: 4658.801758
	Iteration 22Q: 3 clusters Score -1947451 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1947493.750000 Penalty: 4658.801758
	Iteration 23Q: 3 clusters Score -1947494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1947539.000000 Penalty: 4658.801758
	Iteration 24Q: 3 clusters Score -1947539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1947573.750000 Penalty: 4658.801758
	Iteration 25Q: 3 clusters Score -1947574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1947591.375000 Penalty: 4658.801758
	Iteration 26Q: 3 clusters Score -1947591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1947603.250000 Penalty: 4658.801758
	Iteration 27Q: 3 clusters Score -1947603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1947610.625000 Penalty: 4658.801758
	Iteration 28Q: 3 clusters Score -1947611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1947619.625000 Penalty: 4658.801758
	Iteration 29Q: 3 clusters Score -1947620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1947636.375000 Penalty: 4658.801758
	Iteration 30Q: 3 clusters Score -1947636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1947644.375000 Penalty: 4658.801758
	Iteration 31Q: 3 clusters Score -1947644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1947647.500000 Penalty: 4658.801758
	Iteration 32Q: 3 clusters Score -1947648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1947651.000000 Penalty: 4658.801758
	Iteration 33Q: 3 clusters Score -1947651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1947651.000000 Penalty: 4658.801758
	Iteration 34F: 3 clusters Score -1947651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -150110.968750 Penalty: 1708.871094
	Iteration 0F: 2 clusters Score -150111 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 484 members 
Entering Unmasked Estep 
Score: -148196.593750 Penalty: 3417.742188
	Iteration 0F: 3 clusters Score -148196.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -148444.218750 Penalty: 3417.742188
	Iteration 1F: 3 clusters Score -148444.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -148512.062500 Penalty: 3417.742188
	Iteration 2Q: 3 clusters Score -148512.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -148561.093750 Penalty: 3417.742188
	Iteration 3Q: 3 clusters Score -148561.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -148581.734375 Penalty: 3417.742188
	Iteration 4Q: 3 clusters Score -148581.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -148596.187500 Penalty: 3417.742188
	Iteration 5Q: 3 clusters Score -148596.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -148616.843750 Penalty: 3417.742188
	Iteration 6Q: 3 clusters Score -148616.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -148634.781250 Penalty: 3417.742188
	Iteration 7Q: 3 clusters Score -148634.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -148653.468750 Penalty: 3417.742188
	Iteration 8Q: 3 clusters Score -148653.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -148661.265625 Penalty: 3417.742188
	Iteration 9Q: 3 clusters Score -148661.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -148664.984375 Penalty: 3417.742188
	Iteration 10Q: 3 clusters Score -148665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -148672.109375 Penalty: 3417.742188
	Iteration 11Q: 3 clusters Score -148672.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -148677.281250 Penalty: 3417.742188
	Iteration 12Q: 3 clusters Score -148677.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -148678.187500 Penalty: 3417.742188
	Iteration 13Q: 3 clusters Score -148678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -148680.750000 Penalty: 3417.742188
	Iteration 14Q: 3 clusters Score -148680.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -148682.312500 Penalty: 3417.742188
	Iteration 15Q: 3 clusters Score -148682.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -148684.437500 Penalty: 3417.742188
	Iteration 16Q: 3 clusters Score -148684.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -148687.156250 Penalty: 3417.742188
	Iteration 17Q: 3 clusters Score -148687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -148687.156250 Penalty: 3417.742188
	Iteration 18F: 3 clusters Score -148687.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (2727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Entering Unmasked Estep 
Score: -383529.437500 Penalty: 1961.917480
	Iteration 0F: 2 clusters Score -383529.4 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 1360 members 
Entering Unmasked Estep 
Score: -380460.375000 Penalty: 3923.834961
	Iteration 0F: 3 clusters Score -380460.4 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -381170.656250 Penalty: 3923.834961
	Iteration 1F: 3 clusters Score -381170.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -381499.281250 Penalty: 3923.834961
	Iteration 2F: 3 clusters Score -381499.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -381698.968750 Penalty: 3923.834961
	Iteration 3F: 3 clusters Score -381699 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -381823.906250 Penalty: 3923.834961
	Iteration 4F: 3 clusters Score -381823.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -381920.343750 Penalty: 3923.834961
	Iteration 5Q: 3 clusters Score -381920.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -381988.218750 Penalty: 3923.834961
	Iteration 6Q: 3 clusters Score -381988.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -382055.812500 Penalty: 3923.834961
	Iteration 7Q: 3 clusters Score -382055.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -382110.750000 Penalty: 3923.834961
	Iteration 8Q: 3 clusters Score -382110.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -382159.187500 Penalty: 3923.834961
	Iteration 9Q: 3 clusters Score -382159.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -382196.437500 Penalty: 3923.834961
	Iteration 10Q: 3 clusters Score -382196.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -382225.562500 Penalty: 3923.834961
	Iteration 11Q: 3 clusters Score -382225.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -382259.718750 Penalty: 3923.834961
	Iteration 12Q: 3 clusters Score -382259.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -382288.750000 Penalty: 3923.834961
	Iteration 13Q: 3 clusters Score -382288.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -382316.718750 Penalty: 3923.834961
	Iteration 14Q: 3 clusters Score -382316.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -382331.937500 Penalty: 3923.834961
	Iteration 15Q: 3 clusters Score -382331.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -382341.718750 Penalty: 3923.834961
	Iteration 16Q: 3 clusters Score -382341.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -382353.968750 Penalty: 3923.834961
	Iteration 17Q: 3 clusters Score -382354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -382364.968750 Penalty: 3923.834961
	Iteration 18Q: 3 clusters Score -382365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -382375.875000 Penalty: 3923.834961
	Iteration 19Q: 3 clusters Score -382375.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -382386.125000 Penalty: 3923.834961
	Iteration 20F: 3 clusters Score -382386.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -382393.312500 Penalty: 3923.834961
	Iteration 21Q: 3 clusters Score -382393.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -382399.000000 Penalty: 3923.834961
	Iteration 22Q: 3 clusters Score -382399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -382402.781250 Penalty: 3923.834961
	Iteration 23Q: 3 clusters Score -382402.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -382406.343750 Penalty: 3923.834961
	Iteration 24Q: 3 clusters Score -382406.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -382409.218750 Penalty: 3923.834961
	Iteration 25Q: 3 clusters Score -382409.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -382412.656250 Penalty: 3923.834961
	Iteration 26Q: 3 clusters Score -382412.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -382417.843750 Penalty: 3923.834961
	Iteration 27Q: 3 clusters Score -382417.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -382423.000000 Penalty: 3923.834961
	Iteration 28Q: 3 clusters Score -382423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -382428.281250 Penalty: 3923.834961
	Iteration 29Q: 3 clusters Score -382428.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -382438.375000 Penalty: 3923.834961
	Iteration 30Q: 3 clusters Score -382438.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -382448.875000 Penalty: 3923.834961
	Iteration 31Q: 3 clusters Score -382448.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -382456.937500 Penalty: 3923.834961
	Iteration 32Q: 3 clusters Score -382456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -382458.562500 Penalty: 3923.834961
	Iteration 33Q: 3 clusters Score -382458.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -382460.625000 Penalty: 3923.834961
	Iteration 34Q: 3 clusters Score -382460.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -382462.531250 Penalty: 3923.834961
	Iteration 35Q: 3 clusters Score -382462.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -382465.031250 Penalty: 3923.834961
	Iteration 36Q: 3 clusters Score -382465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -382465.218750 Penalty: 3923.834961
	Iteration 37Q: 3 clusters Score -382465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -382465.937500 Penalty: 3923.834961
	Iteration 38Q: 3 clusters Score -382465.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -382465.937500 Penalty: 3923.834961
	Iteration 39F: 3 clusters Score -382465.9 nChanged 0
--- Evaluating fit on full set of 2403002 points ---
Entering Unmasked Estep 
Score: -371334080.000000 Penalty: 196758.328125
21->55 Clusters: Score -371334080.000000, best is -371315808.000000
THE BEST YET!

Main iterations: 0 (time per=infms)
Total iterations: 31351 (time per=365.699995ms)
Iterations metric 2: 1051349811200.000000 (time per=10.905086ns)
Iterations metric 3: 31541279326208.000000 (time per=363.493834ps)

That took 11465.060547 seconds.
